From 0e943e41981bb451ff627a815aebdef68e5da3e4 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 21 Nov 2024 13:52:57 +0000 Subject: [PATCH 001/127] Reorganise devel-examples --- cleanup | 16 +- .../vignette-example/create-example-file.R | 57 +- .../vignette-example/instances-test.txt | 10 - devel-examples/vignette-example/instances.txt | 10 - .../vignette-example/instances/1000-1.tsp | 1006 ----------------- .../vignette-example/instances/1000-10.tsp | 1006 ----------------- .../vignette-example/instances/1000-11.tsp | 1006 ----------------- .../vignette-example/instances/1000-12.tsp | 1006 ----------------- .../vignette-example/instances/1000-13.tsp | 1006 ----------------- .../vignette-example/instances/1000-14.tsp | 1006 ----------------- .../vignette-example/instances/1000-15.tsp | 1006 ----------------- .../vignette-example/instances/1000-16.tsp | 1006 ----------------- .../vignette-example/instances/1000-17.tsp | 1006 ----------------- .../vignette-example/instances/1000-18.tsp | 1006 ----------------- .../vignette-example/instances/1000-19.tsp | 1006 ----------------- .../vignette-example/instances/1000-2.tsp | 1006 ----------------- .../vignette-example/instances/1000-3.tsp | 1006 ----------------- .../vignette-example/instances/1000-4.tsp | 1006 ----------------- .../vignette-example/instances/1000-5.tsp | 1006 ----------------- .../vignette-example/instances/1000-6.tsp | 1006 ----------------- .../vignette-example/instances/1000-7.tsp | 1006 ----------------- .../vignette-example/instances/1000-8.tsp | 1006 ----------------- .../vignette-example/instances/1000-9.tsp | 1006 ----------------- devel-examples/vignette-example/scenario.txt | 8 +- devel-examples/vignette-example/target-runner | 2 +- devel-tests/random/instances.txt | 28 +- devel-tests/random/parameters.txt | 6 +- devel-tests/random/scenario.txt | 8 +- devel-tests/random/target-runner | 4 +- inst/examples/acotsp/README | 5 + 30 files changed, 101 insertions(+), 19167 deletions(-) delete mode 100644 devel-examples/vignette-example/instances-test.txt delete mode 100644 devel-examples/vignette-example/instances.txt delete mode 100644 devel-examples/vignette-example/instances/1000-1.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-10.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-11.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-12.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-13.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-14.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-15.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-16.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-17.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-18.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-19.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-2.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-3.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-4.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-5.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-6.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-7.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-8.tsp delete mode 100644 devel-examples/vignette-example/instances/1000-9.tsp diff --git a/cleanup b/cleanup index 6bcb463c..c06eb860 100755 --- a/cleanup +++ b/cleanup @@ -2,15 +2,21 @@ rm -f irace-Ex.R config.* confdefs.h \ src/*.so src/*.o src/*/*.o src/*.gcno src/*/*.gcno src/*.gcov src/config.h src/symbols.rds \ inst/doc/*.blg inst/doc/*.bbl \ - tests/testthat/*.log tests/testthat/*.Rout tests/testthat/Rplots.pdf tests/testthat/iracedump.rda tests/testthat/irace.Rdata + tests/testthat/*.log tests/testthat/*.Rout tests/testthat/Rplots.pdf tests/testthat/iracedump.rda tests/testthat/irace.Rdata \ + examples/vignette-example/Rplots.pdf \ + devel-examples/vignette-example/*.stderr \ + devel-examples/vignette-example/*.stdout \ + devel-examples/vignette-example/irace-acotsp.Rdata \ + devel-examples/vignette-example/examples.Rdata \ + devel-examples/vignette-example/irace-acotsp-stdout.txt \ + devel-examples/vignette-example/mean.pdf \ + devel-examples/vignette-example/sann.rda -rm -fr tests/testthat/run_* tests/testthat/multi_irace* +rm -fr tests/testthat/run_* tests/testthat/multi_irace* \ + autom4te.cache devel-examples/vignette-example/acotsp/ find . -name '*.orig' -o -name '.Rhistory' -o -name '*.rej' | xargs rm -f -rm -rf autom4te.cache -rm -f examples/vignette-example/Rplots.pdf -rm -f devel-examples/vignette-example/*.stderr devel-examples/vignette-example/*.stdout diff --git a/devel-examples/vignette-example/create-example-file.R b/devel-examples/vignette-example/create-example-file.R index 9eb6cc2c..6936dc7a 100644 --- a/devel-examples/vignette-example/create-example-file.R +++ b/devel-examples/vignette-example/create-example-file.R @@ -1,11 +1,65 @@ library(irace) +library(fs) +library(withr) iracebin <- system.file(package="irace", "bin/irace") if (0 != file.access(iracebin, mode=1)) stop("Error: ", iracebin, " is not executable or not found!") +download_uncompress <- function(url, exdir, flat = FALSE) { + exts <- c(".tar.bz2", ".tar.gz", ".tgz", ".tar.xz", ".zip") + fileext <- exts[endsWith(url, exts)] + tf <- local_tempfile(fileext = fileext) + download.file(url, destfile = tf) + if (fileext == ".zip") { + unzip(tf, exdir = exdir, junkpaths = flat) + } else { + untar(tf, exdir = exdir, restore_times = FALSE, verbose = TRUE) + if (flat) { + files <- untar(tf, list = TRUE) + withr::with_dir(exdir, { + for (p in files) { + if (fs::is_file(p)) { + fs::file_move(p, ".") + } + } + paths <- fs::dir_ls(".", type = "directory") + for (p in paths) { + n <- length(fs::dir_ls(p, recurse = TRUE, type = "file")) + if (n == 0L) fs::dir_delete(p) + } + }) + } + } +} + +invoke_make <- function(args) { + system2("make", args = args) +} + +# Problem instances +setup_tsp_rue_2000 <- function() { + exdir <- fs::path_abs("acotsp") + if (!fs::file_exists(exdir)) { + download_uncompress("https://iridia.ulb.ac.be/supp/IridiaSupp2016-003/scenarios/acotsp/instances.tar.gz", + exdir = exdir) + } +} + +setup_acotsp <- function() { + download_uncompress("https://github.com/MLopez-Ibanez/ACOTSPQAP/archive/refs/heads/master.zip", exdir = "acotsp", flat= TRUE) + invoke_make("-C ./acotsp/ acotsp") +} + +setup_tsp_rue_2000() +setup_acotsp() + system(paste0("nice -n 19 ", iracebin, " --parallel 2 | tee irace-acotsp-stdout.txt 2>&1")) +# Create log-ablation.Rdata +cat('**** Running ablation("irace-acotsp.Rdata")\n') +ablation("irace-acotsp.Rdata", parallel = 1) + iraceResults <- read_logfile("irace-acotsp.Rdata") # Change paths @@ -126,7 +180,4 @@ iraceResults$scenario$execDir <- "./" iraceResults$scenario$logFile <- "./sann.rda" save(iraceResults, file="sann.rda", version = 3L) -# Create log-ablation.Rdata -cat('**** Running ablation("irace-acotsp.Rdata")\n') -ablation("irace-acotsp.Rdata", parallel = 1) diff --git a/devel-examples/vignette-example/instances-test.txt b/devel-examples/vignette-example/instances-test.txt deleted file mode 100644 index 1b650022..00000000 --- a/devel-examples/vignette-example/instances-test.txt +++ /dev/null @@ -1,10 +0,0 @@ -1000-10.tsp -1000-11.tsp -1000-12.tsp -1000-13.tsp -1000-14.tsp -1000-15.tsp -1000-16.tsp -1000-17.tsp -1000-18.tsp -1000-19.tsp diff --git a/devel-examples/vignette-example/instances.txt b/devel-examples/vignette-example/instances.txt deleted file mode 100644 index 1d1fbe37..00000000 --- a/devel-examples/vignette-example/instances.txt +++ /dev/null @@ -1,10 +0,0 @@ -1000-1.tsp -1000-2.tsp -1000-3.tsp -1000-4.tsp -1000-5.tsp -1000-6.tsp -1000-7.tsp 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779903 -990 577898 379059 -991 134221 312827 -992 741428 851610 -993 674467 262513 -994 405402 645789 -995 426005 858005 -996 959829 719818 -997 419276 803934 -998 107517 809310 -999 664098 265391 -1000 981002 421951 diff --git a/devel-examples/vignette-example/scenario.txt b/devel-examples/vignette-example/scenario.txt index 16796d96..b3131ffe 100644 --- a/devel-examples/vignette-example/scenario.txt +++ b/devel-examples/vignette-example/scenario.txt @@ -2,11 +2,11 @@ ## Scenario setup for Iterated Race (irace). ############################################################################ logFile = "./irace-acotsp.Rdata" -trainInstancesDir = "./instances" -trainInstancesFile = "instances.txt" +trainInstancesDir = "./acotsp/instances/" +trainInstancesFile = "./acotsp/training-2000.txt" maxExperiments = 1000 -testInstancesDir = "./instances" -testInstancesFile = "instances-test.txt" +testInstancesDir = "./acotsp/instances/" +testInstancesFile = "./acotsp/testing-2000.txt" configurationsFile = "default.txt" testNbElites = 5 testIterationElites = 1 diff --git a/devel-examples/vignette-example/target-runner b/devel-examples/vignette-example/target-runner index d06519cc..90569f5d 100755 --- a/devel-examples/vignette-example/target-runner +++ b/devel-examples/vignette-example/target-runner @@ -28,7 +28,7 @@ CONFIG_PARAMS=$* # End of parsing # Path to the ACOTSP software: -BINDIR=~/bin +BINDIR=./acotsp EXE=${BINDIR}/acotsp EXE_PARAMS="--tries 1 --quiet -i $INSTANCE --seed $SEED ${CONFIG_PARAMS}" diff --git a/devel-tests/random/instances.txt b/devel-tests/random/instances.txt index 97b3d1a5..3fb3367c 100644 --- a/devel-tests/random/instances.txt +++ b/devel-tests/random/instances.txt @@ -1,15 +1,15 @@ 1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 +# 2 +# 3 +# 4 +# 5 +# 6 +# 7 +# 8 +# 9 +# 10 +# 11 +# 12 +# 13 +# 14 +# 15 diff --git a/devel-tests/random/parameters.txt b/devel-tests/random/parameters.txt index 6de92c95..dcf52196 100644 --- a/devel-tests/random/parameters.txt +++ b/devel-tests/random/parameters.txt @@ -1,2 +1,6 @@ -nants "" c (5,10,20) +nants "" i (1,20) lsize "" c (5,10,20) +rest_t "--restart_temp_ratio=" r,log (0.00001, 0.9) + +[global] +digits = 5 diff --git a/devel-tests/random/scenario.txt b/devel-tests/random/scenario.txt index c0b4618a..36e71de9 100644 --- a/devel-tests/random/scenario.txt +++ b/devel-tests/random/scenario.txt @@ -1,5 +1,7 @@ trainInstancesFile = "instances.txt" -maxExperiments = 1000 -nbConfigurations = 9 -logFile = "" +maxExperiments = 100 +#maxTime = 100 +#boundMax= 10 +#nbConfigurations = 9 +#logFile = "" # targetRunnerTimeout = 1 diff --git a/devel-tests/random/target-runner b/devel-tests/random/target-runner index b2350a6a..557782d4 100755 --- a/devel-tests/random/target-runner +++ b/devel-tests/random/target-runner @@ -1,4 +1,4 @@ #!/bin/bash -sleep "0.$RANDOM" -sleep "0.$RANDOM" +#sleep "0.$RANDOM" +#sleep "0.$RANDOM" echo $(perl -e "print $5*$6*0.$RANDOM") diff --git a/inst/examples/acotsp/README b/inst/examples/acotsp/README index 20f78a65..9210ac0c 100644 --- a/inst/examples/acotsp/README +++ b/inst/examples/acotsp/README @@ -14,4 +14,9 @@ TSP instances and more information is available at: https://iridia.ulb.ac.be/supp/IridiaSupp2016-003/index.html +You should use the instances from this file: + +https://iridia.ulb.ac.be/supp/IridiaSupp2016-003/scenarios/acotsp/instances.tar.gz + + From 19018ab7bb3b1cfedf9d96b44749ccf428705f20 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 22 Nov 2024 13:03:03 +0000 Subject: [PATCH 002/127] * vignettes/irace-package.Rnw: Add new FAQ. --- vignettes/irace-package.Rnw | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index c2c15e3f..714f3e1e 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -3077,6 +3077,11 @@ C:\path\to\python.exe C:\path\to\target-runner.py %instance% %seed% \ This error may arise if you activate the \parameter{parallel} option of \irace and your \parameter{targetRunner} or \parameter{targetEvaluator} tries to setup a parallel cluster or execute code in parallel in a way that interacts badly with the parallel mechanism in \aR. In this case, you need to either investigate yourself if there is a way for the two parallel mechanisms to co-exist or, if that is not possible, disable parallelism in \irace or in your code. Note that packages or software used by your \parameter{targetRunner} may have a parallel mechanism enabled by default and unknown to you. This is definitely NOT a bug in \irace. +\subsection[irace does not print the call to the target-runner with --debug-level 2 when using the --parallel option]{\irace does not print the call to the \parameter{targetRunner} with \parameter{debugLevel}\code{=2} when using the \parameter{parallel}} + +This is a limitation of Windows or Rstudio. Running without \parameter{parallel} should work. Unfortunately, we cannot fix this limitation in \irace. If you need to understand how \irace calls \parameter{targetRunner} when running in parallel, you can implement a logging mechanism able to handle parallelism directly inside the \parameter{targetRunner}. + + %% %% %% From 3bb285ef9c66fd898194a7483147b0e1298dcaa9 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 25 Nov 2024 08:32:38 +0000 Subject: [PATCH 003/127] * R/utils.R (get_log_clean_version): More robust detection of git SHA. --- R/utils.R | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/R/utils.R b/R/utils.R index ee665258..d373be74 100644 --- a/R/utils.R +++ b/R/utils.R @@ -183,10 +183,10 @@ bytecompile <- function(x) # This function is used to trim potentially large strings for printing, since # the maximum error/warning length is 8170 characters (R 3.0.2) -strlimit <- function(s, limit = 5000) +strlimit <- function(s, limit = 5000L) { if (nchar(s) <= limit) return(s) - paste0(substr(s, 1, limit - 3), "...") + paste0(substr(s, 1L, limit - 3L), "...") } #' Update filesystem paths of a scenario consistently. @@ -535,7 +535,8 @@ get_log_clean_version <- function(iraceResults) log_version <- iraceResults$irace.version if (is.null(log_version)) return(package_version("0")) - if (length(gregexpr("\\.", log_version)[[1L]]) > 3) + if (length(gregexpr("\\.", log_version)[[1L]]) > 3L + || grepl("[a-z]", log_version)) log_version <- sub("\\.[^.]*$", "", log_version) package_version(log_version) } From 9f503efe16d1670a666bb3dc8ea8b97b731346b9 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 25 Nov 2024 08:33:14 +0000 Subject: [PATCH 004/127] * R/configurations.R: Minor edit. --- R/configurations.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/configurations.R b/R/configurations.R index 469d42d6..0c99be98 100644 --- a/R/configurations.R +++ b/R/configurations.R @@ -137,7 +137,7 @@ configurations_print <- function(configurations, metadata = FALSE) #' @export configurations_print_command <- function(configurations, parameters) { - if (nrow(configurations) <= 0) return(invisible()) + if (nrow(configurations) <= 0L) return(invisible()) ids <- as.numeric(configurations$.ID.) configurations <- removeConfigurationsMetaData(configurations) # Re-sort the columns From 50ae4299182c52a69144f04eae1e6b94e7c39184 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 24 Nov 2024 09:58:14 +0000 Subject: [PATCH 005/127] * R/psRace.R: More robust selection of configurations. --- R/psRace.R | 53 +++++++++++++++++++++++++++++++++++------------------ 1 file changed, 35 insertions(+), 18 deletions(-) diff --git a/R/psRace.R b/R/psRace.R index 8425c064..e5a5acd8 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -70,7 +70,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (length(rejected_ids)) conf_ids <- setdiff(conf_ids, rejected_ids) experiments <- experiments[, conf_ids, drop = FALSE] - conf_needs <- colSums(is.na(experiments)) + conf_needs <- matrixStats::colCounts(experiments, value = NA) # Remove any configuration that needs more than max_experiments. conf_needs <- conf_needs[conf_needs <= max_experiments] # We want to evaluate in at least scenario$blockSize instances more. @@ -79,24 +79,42 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (sum(conf_needs == 0L) >= n_confs) { conf_needs <- conf_needs[conf_needs == 0L][1:n_confs] conf_ids <- names(conf_needs) - irace.note("Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n") - irace.note("Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") return(conf_ids) } - # So we need a new instance, that will require blockSize for each configuration. - conf_ids <- names(conf_needs) - conf_needs <- conf_needs + scenario$blockSize - total_needs <- sum(conf_needs) - while (total_needs > max_experiments) { - to_remove <- which_max_last(conf_needs) - total_needs <- total_needs - conf_needs[to_remove] - conf_ids <- conf_ids[-to_remove] - conf_needs <- conf_needs[-to_remove] - irace.assert(length(conf_ids) > 1L, eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) + if (length(conf_needs) > 21L) { + conf_needs <- conf_needs[1L:21L] + } + # We want to race at least two configurations. + combs <- lapply(seq(3L, as.integer(2^22) - 1L, 2L), function(z) as.logical(intToBits(z))) + n <- sapply(combs, sum, USE.NAMES=FALSE) + # Let's try first to evaluate on new instances. + conf_needs_blocksize <- conf_needs + blockSize + left <- sapply(combs, function(x) max_experiments - sum(conf_needs_blocksize[x]), USE.NAMES=FALSE) + if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. + # Select the combination that will allow to evaluate the most configurations. + combs <- combs[left >= 0] + n <- n[left >= 0] + winner <- which.max(n) + conf_needs <- conf_needs[combs[[winner]]] + conf_ids <- names(conf_needs) + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + return(conf_ids) } - irace.note("Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n") - irace.note("Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") - conf_ids + # We do not have enough budget to see new instances. + left <- sapply(combs, function(x) max_experiments - sum(conf_needs[x]), USE.NAMES=FALSE) + irace.assert(any(left >= 0), eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) + # Select the combination that will allow to evaluate the most configurations. + combs <- combs[left >= 0] + n <- n[left >= 0] + winner <- which.max(n) + conf_needs <- conf_needs[combs[[winner]]] + conf_ids <- names(conf_needs) + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + return(conf_ids) } conf_ids <- get_confs_for_psrace(iraceResults, scenario$blockSize, iteration_elites, max_experiments, conf_ids = conf_ids, rejected_ids = race_state$rejected_ids) @@ -120,7 +138,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- setdiff(conf_ids, rejected_ids) cat("conf_ids4:", paste0(collapse=", ", conf_ids), "\n") experiments <- - conf_needs <- colSums(is.na(experiments[, conf_ids, drop = FALSE])) + conf_needs <- matrixStats::colCounts(experiments[, conf_ids, drop = FALSE], value = NA) cat("conf_needs:", paste0(collapse=", ", conf_needs), "\n") }) @@ -148,7 +166,6 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli "\n# Available experiments: ", max_experiments, "\n# minSurvival: 1\n") - raceResults <- elitist_race(race_state, maxExp = max_experiments, minSurvival = 1L, From 303793438dbbf769e4085cab4fb354be96e0e4f4 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 23 Nov 2024 10:50:13 +0000 Subject: [PATCH 006/127] Prepare for 4.0 release --- .Rbuildignore | 1 + DESCRIPTION | 2 +- NEWS.md | 2 +- cran-comments.md | 4 ++-- 4 files changed, 5 insertions(+), 4 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 10f59c29..366effc9 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -1,4 +1,5 @@ .+~ +BUGS DEVEL-README DEVEL-README.md \.Rhistory$ diff --git a/DESCRIPTION b/DESCRIPTION index 0037ebbf..3d1d8525 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 3.9.0.9000 +Version: 4.0 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), diff --git a/NEWS.md b/NEWS.md index 2d8dbedf..de5e40b7 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,6 @@ **If you are viewing this file on CRAN, please check [latest news on GitHub](https://github.com/MLopez-Ibanez/irace/blob/master/NEWS.md) where the formatting is also better.** -# irace (development version) +# irace 4.0 ## Major breaking changes diff --git a/cran-comments.md b/cran-comments.md index f1c98991..7c908177 100644 --- a/cran-comments.md +++ b/cran-comments.md @@ -1,10 +1,10 @@ Dear CRAN maintainers, -I would like to submit version $VERSION of the irace package to CRAN. +I would like to submit version 4.0 of the irace package to CRAN. The NEWS section corresponding to this version is available from: -https://mlopez-ibanez.github.io/irace/news/index.html#irace-35 +https://mlopez-ibanez.github.io/irace/news/index.html More information about irace may be found at: From 886dd4c632145c09df4545e2170a2d7a7c864a3a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 26 Nov 2024 06:27:07 +0000 Subject: [PATCH 007/127] Regenerate examples --- inst/exdata/irace-acotsp.Rdata | Bin 184617 -> 202212 bytes inst/exdata/log-ablation.Rdata | Bin 144060 -> 161592 bytes inst/exdata/sann.rda | Bin 161747 -> 162005 bytes vignettes/examples.Rdata | Bin 459 -> 468 bytes vignettes/irace-acotsp-stdout.txt | 674 +++++++++++++++++++----------- 5 files changed, 439 insertions(+), 235 deletions(-) diff --git a/inst/exdata/irace-acotsp.Rdata b/inst/exdata/irace-acotsp.Rdata index 907266678635981a61aa134c2faae0cdd4be402a..1a56a95dd6c821f8c12324cb406c47c0b5838a7d 100644 GIT binary patch delta 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listed from best to worst according to the sum of ranks): +# 2024-11-25 20:02:48 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -10 acs 3 1.6745 4.0179 0.6924 16 29 0.9348 1 NA NA 5 -5 acs 2 3.2370 0.8929 0.1356 9 49 0.1223 0 NA NA 5 -# 2024-07-26 16:47:29 BST: Iteration 2 of 5 +3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 +16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 +25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 +# 2024-11-25 20:02:48 GMT: Iteration 2 of 5 # experimentsUsedSoFar: 165 # remainingBudget: 835 # currentBudget: 208 @@ -79,27 +80,28 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 6| 31| 44| 23316661.00| 31|00:01:21| NA| NA| NA| -|x| 3| 31| 45| 23305842.50| 60|00:01:16|+0.81|0.91|0.0160| -|x| 4| 31| 45| 23175565.33| 89|00:01:16|+0.72|0.81|0.0235| -|x| 5| 31| 45| 23182437.25| 118|00:01:16|+0.74|0.80|0.0240| -|-| 2| 6| 45| 23223595.60| 147|00:01:17|+0.50|0.60|0.3482| -|-| 1| 2| 45| 23198916.50| 151|00:00:10|-0.07|0.11|0.5333| +|x| 6| 31| 3| 33345656.00| 31|00:01:27| NA| NA| NA| +|x| 3| 31| 3| 33260231.00| 59|00:01:17|+0.95|0.97|0.0031| +|x| 4| 31| 3| 33107338.33| 87|00:01:17|+0.96|0.97|0.0020| +|x| 5| 31| 3| 33098601.75| 115|00:01:17|+0.94|0.96|0.0020| +|-| 2| 4| 3| 33051977.20| 143|00:01:17|+0.56|0.65|0.2056| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 45 mean value: 23198916.50 +Best-so-far configuration: 3 mean value: 32985267.00 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -45 45 acs 3 2.3609 1.3517 0.648 8 9 0.4225 1 NA NA 5 10 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +3 3 ras 3 2.4626 3.3474 0.794 6 7 NA 0 86 NA 5 NA -# 2024-07-26 16:54:08 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-11-25 20:09:25 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -45 acs 3 2.3609 1.3517 0.6480 8 9 0.4225 1 NA NA 5 -44 eas 3 1.8176 3.8120 0.1294 40 12 NA 1 NA 433 5 -# 2024-07-26 16:54:08 BST: Iteration 3 of 5 -# experimentsUsedSoFar: 316 -# remainingBudget: 684 -# currentBudget: 228 -# nbConfigurations: 30 +3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 +16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 +25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 +54 ras 3 4.9498 3.8076 0.3574 55 49 NA 1 94 NA 5 +# 2024-11-25 20:09:26 GMT: Iteration 3 of 5 +# experimentsUsedSoFar: 308 +# remainingBudget: 692 +# currentBudget: 230 +# nbConfigurations: 31 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -111,32 +113,28 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 7| 30| 73| 23103320.00| 30|00:01:17| NA| NA| NA| -|x| 6| 30| 73| 23244548.50| 58|00:01:12|+0.88|0.94|0.0157| -|x| 5| 30| 44| 23212749.67| 86|00:01:12|+0.89|0.93|0.0206| -|x| 4| 30| 45| 23148953.75| 114|00:01:12|+0.89|0.92|0.0155| -|-| 1| 8| 45| 23134267.20| 142|00:01:12|-0.13|0.10|0.9890| -|=| 2| 8| 45| 23176594.17| 148|00:00:15|-0.06|0.12|0.9120| -|=| 3| 8| 45| 23188036.86| 154|00:00:15|-0.03|0.12|0.8647| -|=| 8| 8| 45| 23196884.00| 162|00:00:20|+0.01|0.13|0.8402| +|x| 7| 31| 68| 32571532.00| 31|00:01:26| NA| NA| NA| +|x| 3| 31| 68| 32772911.50| 58|00:01:15|+0.95|0.98|0.0013| +|x| 5| 31| 68| 32832489.00| 85|00:01:15|+0.91|0.94|0.0019| +|x| 4| 31| 68| 32788167.00| 112|00:01:15|+0.91|0.94|0.0024| +|-| 1| 9| 68| 32794658.80| 140|00:01:16|+0.74|0.79|0.2719| +|-| 2| 8| 68| 32781380.17| 145|00:00:16|+0.76|0.80|0.2452| +|-| 6| 2| 68| 32830235.57| 149|00:00:10|+0.43|0.51|0.2857| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 45 mean value: 23196884.00 +Best-so-far configuration: 68 mean value: 32830235.57 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -45 45 acs 3 2.3609 1.3517 0.648 8 9 0.4225 1 NA NA 5 10 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +68 68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 3 -# 2024-07-26 17:01:06 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-11-25 20:16:23 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -45 acs 3 2.3609 1.3517 0.6480 8 9 0.4225 1 NA NA 5 -65 acs 3 1.5782 1.0607 0.6276 15 17 0.7555 1 NA NA 5 -76 acs 3 4.6355 1.3756 0.7615 5 30 0.1230 1 NA NA 5 -85 acs 3 2.4145 1.0828 0.1661 5 16 0.6588 1 NA NA 5 -44 eas 3 1.8176 3.8120 0.1294 40 12 NA 1 NA 433 5 -# 2024-07-26 17:01:06 BST: Iteration 4 of 5 -# experimentsUsedSoFar: 478 -# remainingBudget: 522 -# currentBudget: 261 -# nbConfigurations: 33 +68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 +87 acs 3 2.0186 5.6584 0.4271 24 9 0.7578 1 NA NA 5 +# 2024-11-25 20:16:23 GMT: Iteration 4 of 5 +# experimentsUsedSoFar: 457 +# remainingBudget: 543 +# currentBudget: 271 +# nbConfigurations: 31 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -148,34 +146,31 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 9| 33| 85| 22966599.00| 33|00:01:27| NA| NA| NA| -|x| 5| 33| 103| 23071137.50| 61|00:01:12|+0.53|0.77|0.5240| -|x| 4| 33| 103| 23013928.33| 89|00:01:12|+0.56|0.71|0.4244| -|x| 7| 33| 103| 23042138.25| 117|00:01:12|+0.62|0.71|0.3418| -|-| 2| 17| 103| 23125805.00| 145|00:01:13|-0.10|0.12|1.0326| -|=| 1| 17| 111| 23118782.83| 157|00:00:30|-0.08|0.10|1.0105| -|=| 8| 17| 108| 23142870.43| 169|00:00:32|-0.05|0.10|0.9931| -|=| 3| 17| 108| 23148337.25| 181|00:00:31|-0.01|0.12|0.9448| -|=| 6| 17| 45| 23179679.44| 193|00:00:31|-0.03|0.09|0.9534| -|=| 10| 17| 108| 23193047.90| 210|00:00:46|-0.00|0.10|0.9401| +|x| 8| 31| 117| 33016677.00| 31|00:01:26| NA| NA| NA| +|x| 2| 31| 68| 32892019.00| 60|00:01:21|+0.76|0.88|0.1885| +|x| 5| 31| 68| 32911894.00| 89|00:01:21|+0.77|0.85|0.1793| +|x| 3| 31| 68| 32927493.25| 118|00:01:21|+0.78|0.83|0.1633| +|-| 1| 10| 117| 32848072.80| 147|00:01:21|-0.05|0.16|0.9827| +|=| 7| 10| 117| 32789721.00| 155|00:00:21|+0.08|0.23|0.8746| +|=| 4| 10| 117| 32767407.86| 163|00:00:21|+0.11|0.24|0.8319| +|-| 6| 4| 117| 32819256.38| 171|00:00:21|+0.16|0.26|0.6176| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 108 mean value: 23193047.90 +Best-so-far configuration: 117 mean value: 32819256.38 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -108 108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 45 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +117 117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 68 -# 2024-07-26 17:10:17 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -45 acs 3 2.3609 1.3517 0.6480 8 9 0.4225 1 NA NA 5 -112 acs 3 3.2349 2.2329 0.0832 5 17 0.5623 1 NA NA 5 -103 acs 3 1.2519 3.4743 0.4586 42 15 0.7227 1 NA NA 5 -94 acs 3 1.1587 2.1115 0.3135 17 21 0.9533 1 NA NA 5 -# 2024-07-26 17:10:17 BST: Iteration 5 of 5 -# experimentsUsedSoFar: 688 -# remainingBudget: 312 -# currentBudget: 312 -# nbConfigurations: 32 +# 2024-11-25 20:24:19 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 +68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 +91 ras 3 4.7331 4.1876 0.9110 9 10 NA 0 96 NA 5 +106 as 3 3.4140 1.0941 0.7369 7 7 NA 0 NA NA 5 +# 2024-11-25 20:24:19 GMT: Iteration 5 of 5 +# experimentsUsedSoFar: 628 +# remainingBudget: 372 +# currentBudget: 372 +# nbConfigurations: 40 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -187,36 +182,35 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 11| 32| 136| 23136304.00| 32|00:01:21| NA| NA| NA| -|x| 9| 32| 103| 23069252.50| 59|00:01:11|+0.51|0.75|0.0197| -|x| 1| 32| 108| 23095136.00| 86|00:01:14|+0.56|0.71|0.0376| -|x| 8| 32| 108| 23135933.25| 113|00:01:11|+0.61|0.71|0.0371| -|-| 5| 14| 124| 23122405.00| 140|00:01:11|-0.05|0.16|0.9814| -|=| 3| 14| 108| 23152299.83| 149|00:00:25|-0.02|0.15|0.9692| -|=| 6| 14| 119| 23182651.57| 158|00:00:25|-0.03|0.11|0.9825| -|=| 10| 14| 108| 23207197.50| 167|00:00:25|-0.02|0.11|0.9587| -|=| 2| 14| 108| 23232719.89| 176|00:00:25|-0.02|0.09|0.9612| -|=| 7| 14| 108| 23219207.80| 185|00:00:25|+0.03|0.13|0.9175| -|=| 4| 14| 108| 23188771.00| 194|00:00:25|+0.03|0.12|0.9157| -|=| 12| 14| 108| 23192893.83| 208|00:00:35|+0.02|0.10|0.9239| +|x| 9| 40| 147| 32585740.00| 40|00:01:48| NA| NA| NA| +|x| 3| 40| 119| 32748624.50| 76|00:01:38|+0.55|0.77|0.1937| +|x| 4| 40| 131| 32758998.67| 112|00:01:38|+0.59|0.73|0.2454| +|x| 8| 40| 117| 32802313.25| 148|00:01:38|+0.61|0.70|0.2144| +|-| 7| 12| 117| 32741443.00| 184|00:01:37|+0.06|0.25|0.8276| +|=| 5| 12| 117| 32773486.83| 192|00:00:21|+0.13|0.28|0.7858| +|=| 1| 12| 117| 32741222.29| 200|00:00:21|+0.10|0.23|0.7986| +|=| 2| 12| 117| 32751764.75| 208|00:00:21|+0.07|0.19|0.8084| +|-| 6| 7| 119| 32793972.00| 216|00:00:21|-0.04|0.08|0.8971| +|=| 10| 7| 119| 32768735.40| 223|00:00:21|-0.02|0.08|0.8756| +|=| 11| 7| 147| 32799507.73| 230|00:00:21|-0.00|0.09|0.8670| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 108 mean value: 23192893.83 +Best-so-far configuration: 147 mean value: 32799507.73 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -108 108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 45 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +147 147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 68 -# 2024-07-26 17:19:37 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 -141 acs 3 1.8949 0.1375 0.7172 41 8 0.2731 1 NA NA 5 -138 acs 3 1.2856 0.5537 0.7490 38 9 0.8335 1 NA NA 5 -45 acs 3 2.3609 1.3517 0.6480 8 9 0.4225 1 NA NA 5 -# 2024-07-26 17:19:37 BST: Iteration 6 of 6 -# experimentsUsedSoFar: 896 -# remainingBudget: 104 -# currentBudget: 104 -# nbConfigurations: 12 +# 2024-11-25 20:34:50 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 +119 ras 3 3.2040 1.9474 0.9529 6 13 NA 1 92 NA 5 +117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 +136 as 3 4.3730 2.0798 0.7698 6 15 NA 1 NA NA 5 +135 as 3 4.3055 2.2303 0.9918 8 25 NA 1 NA NA 5 +# 2024-11-25 20:34:50 GMT: Iteration 6 of 6 +# experimentsUsedSoFar: 858 +# remainingBudget: 142 +# currentBudget: 142 +# nbConfigurations: 16 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -228,38 +222,34 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 13| 12| 146| 22849509.00| 12|00:00:30| NA| NA| NA| -|x| 11| 12| 108| 23000546.50| 19|00:00:20|+0.87|0.93|0.0256| -|x| 4| 12| 108| 22961832.00| 26|00:00:20|+0.72|0.81|0.0893| -|x| 5| 12| 108| 23017239.25| 33|00:00:20|+0.69|0.77|0.0934| -|-| 7| 6| 108| 23033311.20| 40|00:00:20|-0.04|0.17|0.7911| -|=| 8| 6| 138| 23065830.17| 41|00:00:05|-0.01|0.16|0.8081| -|=| 1| 6| 108| 23076105.14| 42|00:00:05|-0.08|0.07|0.8881| -|=| 12| 6| 108| 23096372.62| 43|00:00:05|-0.06|0.07|0.8634| -|=| 2| 6| 108| 23134208.89| 44|00:00:05|-0.09|0.03|0.8857| -|=| 10| 6| 108| 23149440.40| 45|00:00:05|-0.08|0.03|0.8970| -|=| 3| 6| 108| 23152819.00| 46|00:00:05|-0.05|0.05|0.8745| -|=| 9| 6| 108| 23142713.33| 47|00:00:05|-0.03|0.06|0.8642| -|=| 6| 6| 108| 23166909.00| 48|00:00:05|-0.05|0.03|0.8790| -|=| 14| 6| 108| 23165023.00| 54|00:00:15|-0.03|0.04|0.8762| +|x| 12| 16| 164| 32578069.00| 16|00:00:43| NA| NA| NA| +|x| 11| 16| 136| 32804120.00| 27|00:00:32|+0.56|0.78|0.1723| +|x| 9| 16| 163| 32750180.67| 38|00:00:32|+0.47|0.65|0.1754| +|x| 4| 16| 163| 32712367.50| 49|00:00:32|+0.53|0.65|0.1543| +|-| 7| 9| 158| 32663765.20| 60|00:00:32|+0.04|0.23|0.8661| +|=| 3| 9| 158| 32731779.50| 64|00:00:10|+0.02|0.18|0.9066| +|=| 8| 9| 158| 32769338.86| 68|00:00:10|+0.04|0.18|0.8696| +|=| 2| 9| 158| 32757442.12| 72|00:00:10|+0.06|0.18|0.8679| +|=| 5| 9| 158| 32772018.44| 76|00:00:10|+0.09|0.19|0.8699| +|=| 10| 9| 158| 32747585.80| 80|00:00:10|+0.09|0.18|0.8630| +|-| 6| 8| 158| 32774930.00| 84|00:00:10|+0.13|0.21|0.8195| +|-| 1| 3| 158| 32755603.83| 87|00:00:10|+0.18|0.25|0.5087| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 108 mean value: 23165023.00 +Best-so-far configuration: 158 mean value: 32755603.83 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -108 108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 45 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 -# 2024-07-26 17:22:25 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 -141 acs 3 1.8949 0.1375 0.7172 41 8 0.2731 1 NA NA 5 -138 acs 3 1.2856 0.5537 0.7490 38 9 0.8335 1 NA NA 5 -146 acs 3 2.7520 1.2268 0.4055 56 6 0.6684 1 NA NA 5 -# 2024-07-26 17:22:26 BST: Iteration 7 of 7 -# experimentsUsedSoFar: 950 -# remainingBudget: 50 -# currentBudget: 50 -# nbConfigurations: 8 +# 2024-11-25 20:38:58 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 +# 2024-11-25 20:38:58 GMT: Iteration 7 of 7 +# experimentsUsedSoFar: 945 +# remainingBudget: 55 +# currentBudget: 55 +# nbConfigurations: 7 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -271,52 +261,75 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 15| 8| 155| 23394351.00| 8|00:00:20| NA| NA| NA| -|x| 8| 8| 138| 23314313.50| 11|00:00:10|+0.36|0.68|0.1608| -|x| 6| 8| 119| 23321571.67| 14|00:00:10|+0.27|0.51|0.2394| -|x| 3| 8| 119| 23294773.50| 17|00:00:10|+0.27|0.45|0.2627| -|=| 12| 8| 138| 23290689.20| 20|00:00:10|+0.24|0.39|0.2368| -|-| 7| 7| 119| 23255303.17| 23|00:00:10|-0.08|0.10|0.9184| -|=| 13| 7| 119| 23201610.29| 25|00:00:05|-0.06|0.09|0.8946| -|=| 11| 7| 108| 23213088.88| 27|00:00:05|-0.05|0.08|0.8845| -|=| 5| 7| 119| 23194511.11| 29|00:00:05|-0.00|0.11|0.8413| -|=| 10| 7| 119| 23208386.80| 31|00:00:05|+0.03|0.13|0.8318| -|=| 2| 7| 141| 23227483.18| 33|00:00:05|+0.03|0.12|0.8199| -|=| 1| 7| 141| 23220665.75| 35|00:00:05|-0.02|0.06|0.8710| -|=| 9| 7| 108| 23211615.46| 37|00:00:05|-0.02|0.05|0.8729| -|=| 4| 7| 108| 23188243.14| 39|00:00:05|-0.02|0.06|0.8655| -|=| 14| 7| 119| 23178977.27| 41|00:00:05|-0.02|0.05|0.8580| -|=| 16| 7| 108| 23176226.25| 48|00:00:20|-0.00|0.06|0.8465| +|x| 13| 7| 158| 32668525.00| 7|00:00:21| NA| NA| NA| +|x| 5| 7| 165| 32770884.50| 11|00:00:10|-0.14|0.43|1.0742| +|x| 11| 7| 158| 32832573.67| 15|00:00:10|+0.14|0.43|0.6575| +|x| 7| 7| 158| 32741618.00| 19|00:00:10|+0.21|0.41|0.5624| +|-| 8| 4| 158| 32792233.40| 23|00:00:10|+0.24|0.39|0.6167| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 108 mean value: 23176226.25 +Best-so-far configuration: 158 mean value: 32748905.46 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -108 108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 45 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 -# 2024-07-26 17:24:44 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 -146 acs 3 2.7520 1.2268 0.4055 56 6 0.6684 1 NA NA 5 -138 acs 3 1.2856 0.5537 0.7490 38 9 0.8335 1 NA NA 5 -141 acs 3 1.8949 0.1375 0.7172 41 8 0.2731 1 NA NA 5 -# 2024-07-26 17:24:44 BST: Stopped because there is not enough budget left to race more than the minimum (5). +# 2024-11-25 20:40:03 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 +165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 +# 2024-11-25 20:40:03 GMT: Iteration 8 of 8 +# experimentsUsedSoFar: 968 +# remainingBudget: 32 +# currentBudget: 32 +# nbConfigurations: 6 +# Markers: + x No test is performed. + c Configurations are discarded only due to capping. + - The test is performed and some configurations are discarded. + = The test is performed but no configuration is discarded. + ! The test is performed and configurations could be discarded but elite configurations are preserved. + . All alive configurations are elite and nothing is discarded. + ++-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ +| | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| ++-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ +|x| 14| 6| 162| 32971446.00| 6|00:00:16| NA| NA| NA| +|x| 2| 6| 163| 32848903.00| 9|00:00:10|+0.49|0.74|0.4589| +|x| 10| 6| 158| 32757737.33| 12|00:00:10|+0.22|0.48|0.6308| +|x| 13| 6| 158| 32735434.25| 14|00:00:05|+0.25|0.44|0.6030| +|=| 3| 6| 158| 32802717.60| 17|00:00:10|+0.19|0.36|0.6280| +|-| 12| 5| 158| 32781360.83| 20|00:00:10|+0.13|0.28|0.6631| ++-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ +Best-so-far configuration: 158 mean value: 32771937.57 +Description of the best-so-far configuration: + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 + +# 2024-11-25 20:41:08 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 +165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 +170 as 3 3.0328 2.9667 0.7722 8 14 NA 1 NA NA 5 +# 2024-11-25 20:41:08 GMT: Stopped because there is not enough budget left to race more than the minimum (5). # You may either increase the budget or set 'minNbSurvival' to a lower value. -# Iteration: 8 -# nbIterations: 8 -# experimentsUsedSoFar: 998 +# Iteration: 9 +# nbIterations: 9 +# experimentsUsedSoFar: 988 # timeUsed: 0 -# remainingBudget: 2 -# currentBudget: 2 +# remainingBudget: 12 +# currentBudget: 12 # number of elites: 5 # nbConfigurations: 5 -# Total CPU user time: 5065.315, CPU sys time: 47.329, Wall-clock time: 2670.861 -# 2024-07-26 17:24:44 BST: Starting post-selection: -# 2024-07-26 17:24:44 BST: Configurations selected: 108, 119. -# 2024-07-26 17:24:44 BST: Pending instances: 0, 0. +# Total CPU user time: 5336.052, CPU sys time: 69.72, Wall-clock time: 2782.256 +# 2024-11-25 20:41:08 GMT: Starting post-selection: +# Configurations selected: 158, 163, 162, 147, 119, 117. +# Pending instances: 0, 0, 0, 2, 2, 2. # Seed: 687542627 -# Configurations: 2 -# Available experiments: 2 +# Configurations: 6 +# Available experiments: 12 # minSurvival: 1 # Markers: x No test is performed. @@ -329,72 +342,263 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|.| 14| 2| 119| 23114658.00| 0|00:00:00| NA| NA| NA| -|.| 3| 2| 119| 23164518.50| 0|00:00:00|-1.00|0.00|1.0000| -|.| 8| 2| 119| 23189668.67| 0|00:00:00|-0.33|0.11|0.6667| -|.| 16| 2| 119| 23161428.50| 0|00:00:00|-0.33|0.00|0.6667| -|.| 11| 2| 119| 23163622.00| 0|00:00:00|-0.20|0.04|0.6000| -|.| 10| 2| 119| 23191896.33| 0|00:00:00|-0.07|0.11|0.5333| -|.| 1| 2| 119| 23182644.57| 0|00:00:00|+0.05|0.18|0.4762| -|.| 12| 2| 119| 23195234.75| 0|00:00:00|+0.14|0.25|0.4286| -|.| 6| 2| 119| 23208937.00| 0|00:00:00|+0.00|0.11|0.5000| -|.| 2| 2| 119| 23233372.10| 0|00:00:00|+0.07|0.16|0.4667| -|.| 7| 2| 119| 23218461.82| 0|00:00:00|-0.02|0.07|0.5091| -|.| 4| 2| 119| 23189132.92| 0|00:00:00|-0.06|0.03|0.5303| -|.| 9| 2| 119| 23177599.31| 0|00:00:00|-0.03|0.05|0.5128| -|.| 5| 2| 119| 23176837.36| 0|00:00:00|-0.05|0.02|0.5275| -|.| 13| 2| 119| 23157011.73| 0|00:00:00|-0.03|0.04|0.5143| -|.| 15| 2| 119| 23172585.44| 0|00:00:00|-0.05|0.02|0.5250| -|=| 17| 2| 108| 23186535.53| 2|00:00:05|-0.03|0.03|0.5147| +|.| 11| 6| 158| 32940567.00| 0|00:00:00| NA| NA| NA| +|x| 14| 6| 147| 32970515.00| 3|00:00:10|-0.54|0.23|1.3561| +|.| 8| 6| 147| 33039789.67| 3|00:00:00|-0.14|0.24|1.1387| +|x| 13| 6| 158| 32918785.50| 6|00:00:10|+0.07|0.30|0.9632| +|.| 3| 6| 158| 32949398.60| 6|00:00:00|-0.10|0.12|0.9770| +|.| 7| 6| 158| 32869290.67| 6|00:00:00|-0.08|0.10|0.9234| +|.| 4| 6| 158| 32828238.71| 6|00:00:00|+0.01|0.15|0.8705| +|.| 10| 6| 158| 32790670.38| 6|00:00:00|-0.01|0.11|0.8821| +|.| 1| 6| 158| 32763153.22| 6|00:00:00|+0.02|0.13|0.8619| +|.| 5| 6| 158| 32775700.80| 6|00:00:00|+0.06|0.16|0.8431| +|.| 12| 6| 158| 32766507.73| 6|00:00:00|+0.07|0.15|0.8384| +|.| 9| 6| 158| 32757049.08| 6|00:00:00|+0.04|0.12|0.8418| +|.| 6| 6| 158| 32779458.54| 6|00:00:00|+0.05|0.12|0.8413| +|.| 2| 6| 158| 32771937.57| 6|00:00:00|+0.09|0.16|0.8113| +|-| 15| 2| 158| 32784288.73| 12|00:00:16|+0.05|0.11|0.4762| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 108 mean value: 23186535.53 +Best-so-far configuration: 158 mean value: 32784288.73 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -108 108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 45 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 -# 2024-07-26 17:24:49 BST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 -# Total CPU user time: 5075.465, CPU sys time: 47.431, Wall-clock time: 2676.009 +# 2024-11-25 20:41:58 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +# Total CPU user time: 5406.506, CPU sys time: 71.314, Wall-clock time: 2832.477 # Best configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 # Best configurations as commandlines (first number is the configuration ID; listed from best to worst according to the sum of ranks): -108 --acs --localsearch 3 --alpha 1.7392 --beta 1.9072 --rho 0.7255 --ants 41 --nnls 11 --q0 0.4645 --dlb 1 --time 5 -119 --acs --localsearch 3 --alpha 1.8415 --beta 1.5342 --rho 0.2492 --ants 41 --nnls 10 --q0 0.7389 --dlb 1 --time 5 +158 --ras --localsearch 3 --alpha 2.3916 --beta 1.0655 --rho 0.7257 --ants 9 --nnls 10 --dlb 1 --rasranks 82 --time 5 +163 --as --localsearch 3 --alpha 3.0685 --beta 2.0363 --rho 0.7901 --ants 9 --nnls 12 --dlb 1 --time 5 # Testing of elite configurations: 5 # Testing iteration configurations: TRUE -# 2024-07-26 17:24:49 BST: Testing configurations (in no particular order): 10 5 45 44 65 76 85 108 112 103 94 119 141 138 146 +# 2024-11-25 20:41:59 GMT: Testing configurations (in no particular order): 3 16 25 54 68 87 117 91 106 147 119 136 135 158 163 162 165 170 algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -10 acs 3 1.6745 4.0179 0.6924 16 29 0.9348 1 NA NA 5 -5 acs 2 3.2370 0.8929 0.1356 9 49 0.1223 0 NA NA 5 -45 acs 3 2.3609 1.3517 0.6480 8 9 0.4225 1 NA NA 5 -44 eas 3 1.8176 3.8120 0.1294 40 12 NA 1 NA 433 5 -65 acs 3 1.5782 1.0607 0.6276 15 17 0.7555 1 NA NA 5 -76 acs 3 4.6355 1.3756 0.7615 5 30 0.1230 1 NA NA 5 -85 acs 3 2.4145 1.0828 0.1661 5 16 0.6588 1 NA NA 5 -108 acs 3 1.7392 1.9072 0.7255 41 11 0.4645 1 NA NA 5 -112 acs 3 3.2349 2.2329 0.0832 5 17 0.5623 1 NA NA 5 -103 acs 3 1.2519 3.4743 0.4586 42 15 0.7227 1 NA NA 5 -94 acs 3 1.1587 2.1115 0.3135 17 21 0.9533 1 NA NA 5 -119 acs 3 1.8415 1.5342 0.2492 41 10 0.7389 1 NA NA 5 -141 acs 3 1.8949 0.1375 0.7172 41 8 0.2731 1 NA NA 5 -138 acs 3 1.2856 0.5537 0.7490 38 9 0.8335 1 NA NA 5 -146 acs 3 2.7520 1.2268 0.4055 56 6 0.6684 1 NA NA 5 -# 2024-07-26 17:31:15 BST: Testing results (column number is configuration ID in no particular order): - seeds 10 5 45 44 65 76 85 108 112 103 94 119 141 138 146 -1t 1569194624 23428468 23611720 23335072 23418902 23366444 23354462 23384148 23409850 23401463 23366982 23373177 23396273 23331449 23466607 23368936 -2t 2141208548 23392230 23303742 23214064 23299315 23153951 23206569 23200275 23214663 23145147 23149476 23195844 23167440 23230580 23137859 23213402 -3t 1648754028 23086793 23268934 23025144 23108338 23032681 23081589 23058615 23098408 23085992 23098849 23063345 23028198 23079569 23084634 23098011 -4t 1116160272 23104893 23313512 23072521 23159865 23098524 23108077 23101026 23033254 23090507 23055489 23082011 23027180 23066772 23098211 23047228 -5t 1682044763 23247804 23393004 23232877 23260905 23247440 23286403 23203563 23225636 23256739 23204694 23241322 23172494 23195335 23239104 23265720 -6t 1200580020 23468768 23611004 23501132 23432133 23414990 23498047 23443069 23411674 23418225 23404301 23481524 23456813 23421776 23410287 23418507 -7t 652316604 23516548 23463318 23421431 23467354 23360479 23405867 23325936 23344578 23406818 23351218 23401264 23330841 23338088 23367653 23356813 -8t 371492673 23373850 23345624 23279921 23296563 23265183 23306797 23264743 23260374 23229259 23233504 23249694 23219584 23279206 23288807 23267451 -9t 1144046723 23379543 23499305 23357416 23536070 23336107 23342437 23343394 23311237 23281159 23328219 23318124 23309017 23285611 23328544 23328301 -10t 754704287 23044975 23100683 23084329 23139348 23096753 23039784 23113793 23051231 23054564 23110133 23071944 23041882 23055953 23110158 23051498 -# 2024-07-26 17:31:15 BST: Finished testing +3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 +16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 +25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 +54 ras 3 4.9498 3.8076 0.3574 55 49 NA 1 94 NA 5 +68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 +87 acs 3 2.0186 5.6584 0.4271 24 9 0.7578 1 NA NA 5 +117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 +91 ras 3 4.7331 4.1876 0.9110 9 10 NA 0 96 NA 5 +106 as 3 3.4140 1.0941 0.7369 7 7 NA 0 NA NA 5 +147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 +119 ras 3 3.2040 1.9474 0.9529 6 13 NA 1 92 NA 5 +136 as 3 4.3730 2.0798 0.7698 6 15 NA 1 NA NA 5 +135 as 3 4.3055 2.2303 0.9918 8 25 NA 1 NA NA 5 +158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 +163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 +165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 +170 as 3 3.0328 2.9667 0.7722 8 14 NA 1 NA NA 5 +# 2024-11-25 23:25:07 GMT: Testing results (column number is configuration ID in no particular order): + seeds 3 16 25 54 68 87 117 91 106 147 119 136 135 158 163 162 165 170 +1t 2102888981 33038703 33210450 33197215 33123566 32910890 32833215 32790987 32924214 32909015 32882904 32821827 32828921 32857601 32825807 32823567 32992382 32882530 32846969 +2t 1373895548 32826546 32868347 32936877 32869167 32624174 32689448 32641747 32643971 32719554 32842719 32648073 32528251 32680593 32585924 32506011 32570995 32497569 32588425 +3t 737168275 33263371 33361627 33367816 33346995 33112700 33234481 33127815 33030897 33095600 33046975 33009633 33112738 33103012 32961811 33094750 32973878 33139288 33149564 +4t 1746854571 32989521 33132403 33092369 33125274 32900111 32878571 32887939 32797137 32822275 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32559146 32628924 32579456 32590757 32526647 32611510 32427237 32417185 32628482 32556307 32493073 32505253 +190t 1327172460 32541976 32771214 32678680 32819969 32374080 32519709 32443986 32316302 32384059 32315501 32384301 32486575 32333557 32277231 32381894 32380896 32377659 32432010 +191t 432898400 32746826 32895023 32898392 32871802 32724602 32569206 32600537 32627651 32587379 32639907 32503882 32635559 32506095 32534472 32546415 32743536 32661613 32528793 +192t 1239162891 32948246 33122775 33153405 33252871 32941934 32949618 32916466 33041858 32829126 32909371 32912866 32833432 32886504 32854363 32878447 32911611 32827318 32880504 +193t 1065354274 33100179 33195435 33217470 33259674 32952051 32962538 32825110 32948783 32961098 32896445 32822553 32862416 32858768 32883479 32915702 32826546 32859399 32840517 +194t 1597708233 32717978 32934358 32894919 32849614 32680648 32624933 32575092 32649524 32721832 32551332 32517280 32595698 32484519 32517033 32508866 32660784 32641787 32605386 +195t 1918246550 32870460 33147094 33058335 33120929 32767121 32891678 32929044 32858988 32862323 32972196 32729199 32823109 32827964 32857745 32741920 32773797 32829703 32848321 +196t 2136562957 33105193 33348233 33344388 33389375 33101543 33222801 33074403 33053088 33109692 33174450 33017199 33054344 33030277 32992571 33096728 33094829 32966562 33008693 +197t 1356069411 33529421 33750244 33674918 33766472 33490986 33511014 33417700 33436446 33493198 33384892 33468010 33404456 33353053 33228914 33447525 33385435 33466437 33365536 +198t 1394989400 32751437 32947364 33033499 33047464 32569876 32749116 32691772 32624442 32558015 32776274 32532653 32610337 32543988 32562350 32623459 32577273 32640498 32597290 +199t 192068973 32615383 32761385 32897447 32856877 32666471 32523476 32505884 32682410 32640441 32624976 32488399 32510136 32540766 32390400 32494719 32452478 32508466 32544772 +200t 1171789662 33199053 33265199 33187423 33202350 33033979 33083991 32939322 32996175 33033523 32989113 32876829 32889121 32935379 32958837 32825910 32956914 32923798 32913778 +# 2024-11-25 23:25:07 GMT: Finished testing From 20a48ce538670241b98e5dfe713651623112f5ec Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 27 Nov 2024 08:50:20 +0000 Subject: [PATCH 008/127] Improve formatting of types of a few @param. --- R/multi_irace.R | 12 ++++++------ R/parameters.R | 17 ++++++++--------- man/checkParameters.Rd | 2 +- man/configurations_print_command.Rd | 2 +- man/multi_irace.Rd | 12 ++++++------ man/parameters.Rd | 14 +++++++------- man/printParameters.Rd | 2 +- man/readConfigurationsFile.Rd | 2 +- 8 files changed, 31 insertions(+), 32 deletions(-) diff --git a/R/multi_irace.R b/R/multi_irace.R index b79a5e97..08264d5e 100644 --- a/R/multi_irace.R +++ b/R/multi_irace.R @@ -8,16 +8,16 @@ #' } #' Each of the `k` runs can be repeated `n` times by supplying a value for `n`. #' -#' @param scenarios (`list()`) \cr A list of scenarios. +#' @param scenarios `list()`\cr A list of scenarios. #' If only a single scenario is supplied, it is used for all parameters. -#' @param parameters (`list()`) \cr A list of parameter space definitions. +#' @param parameters `list()`\cr A list of parameter space definitions. #' If only a single definition is supplied, it is used for all scenarios. -#' @param n (`integer(1)`) \cr The number of repetitions. -#' @param parallel (`integer(1)`) \cr The number of workers to use. +#' @param n `integer(1)`\cr The number of repetitions. +#' @param parallel `integer(1)`\cr The number of workers to use. #' A value of `1` means sequential execution. Note that `parallel > 1` is not supported on Windows. -#' @param split_output (`logical(1)`) \cr If `TRUE`, the output of [irace()] is written to `{execDir}/run_{i}/irace.out` +#' @param split_output `logical(1)`\cr If `TRUE`, the output of [irace()] is written to `{execDir}/run_{i}/irace.out` #' instead of the standard output. -#' @param global_seed (`integer(1)`) \cr The global seed used to seed the individual runs. +#' @param global_seed `integer(1)`\cr The global seed used to seed the individual runs. #' #' @return A list of the outputs of [irace()]. #' diff --git a/R/parameters.R b/R/parameters.R index 911bb7ae..bff87997 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -244,10 +244,10 @@ Parameter <- function(name, type, domain, label, condition, transf, #' - `param_int()` creates an integer parameter. #' #' @param ... one or more parameters created by `param_int()`, `param_real()`, `param_ord()`, or `param_cat()`. -#' @param forbidden (`expression()|character(1)`)\cr String or list of expressions that define forbidden parameter configurations. +#' @param forbidden `expression()|character(1)`\cr String or list of expressions that define forbidden parameter configurations. #' @inheritParams readParameters #' -#' @return (`ParameterSpace`) +#' @return `ParameterSpace` #' @name parameters #' @examples #' digits <- 4L @@ -400,10 +400,10 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T }), ) -#' @param name Parameter name (must be alphanumeric). -#' @param values (`character()`) \cr Domain as a vector of strings. -#' @param label Label associated to the parameter. Often used to encode a command-line switch that activates the parameter. -#' @param condition (`expression(1)|character(1)`) \cr Expression that defines when the parameter is active according to the value of other parameters. +#' @param name `character(1)`\cr Parameter name (must be alphanumeric). +#' @param values `character()`\cr Domain as a vector of strings. +#' @param label `character(1)`\cr Label associated to the parameter. Often used to encode a command-line switch that activates the parameter. +#' @param condition `expression(1)|character(1)`\cr Expression that defines when the parameter is active according to the value of other parameters. #' @rdname parameters #' @export param_cat <- function(name = name, values, label = "", condition = TRUE) @@ -415,14 +415,13 @@ param_ord <- function(name, values, label = "", condition = TRUE) Parameter(name = name, type = "o", domain = values, label = label, condition = condition, transf = "") #' @param lower,upper Lower and upper limits of the valid domain. -#' @param transf (`character(1)`) \cr If `"log"`, then the parameter is sampled in a logarithmic scale. +#' @param transf `character(1)`\cr If `"log"`, then the parameter is sampled in a logarithmic scale. #' @inheritParams readParameters #' @rdname parameters #' @export param_real <- function(name, lower, upper, label = "", condition = TRUE, transf = "", digits = 15L) Parameter(name = name, type = "r", domain = c(lower, upper), label = label, condition = condition, transf = transf, digits = digits) -#' @param transf (`character(1)`) \cr If `"log"`, then the parameter is sampled in a logarithmic scale. #' @rdname parameters #' @export param_int <- function(name, lower, upper, label = "", condition = TRUE, transf = "") @@ -658,7 +657,7 @@ param_quantile.ParamReal <- function(param, probs, domain = param[["domain"]]) #' Print parameter space in the textual format accepted by irace. #' -#' @param parameters (`list()`) \cr Data structure containing the parameter +#' @param parameters `ParameterSpace`\cr Data structure containing the parameter #' space definition. The data structure has to similar to the one returned by the #' function [`readParameters`]. #' diff --git a/man/checkParameters.Rd b/man/checkParameters.Rd index 8e646706..0d4eb785 100644 --- a/man/checkParameters.Rd +++ b/man/checkParameters.Rd @@ -7,7 +7,7 @@ checkParameters(parameters) } \arguments{ -\item{parameters}{(\code{list()}) \cr Data structure containing the parameter +\item{parameters}{\code{ParameterSpace}\cr Data structure containing the parameter space definition. The data structure has to similar to the one returned by the function \code{\link{readParameters}}.} } diff --git a/man/configurations_print_command.Rd b/man/configurations_print_command.Rd index e817c7ea..0d8faf76 100644 --- a/man/configurations_print_command.Rd +++ b/man/configurations_print_command.Rd @@ -10,7 +10,7 @@ configurations_print_command(configurations, parameters) \item{configurations}{\code{data.frame}\cr Parameter configurations of the target algorithm (one per row).} -\item{parameters}{(\code{list()}) \cr Data structure containing the parameter +\item{parameters}{\code{ParameterSpace}\cr Data structure containing the parameter space definition. The data structure has to similar to the one returned by the function \code{\link{readParameters}}.} } diff --git a/man/multi_irace.Rd b/man/multi_irace.Rd index 66d8cea9..6775de86 100644 --- a/man/multi_irace.Rd +++ b/man/multi_irace.Rd @@ -14,21 +14,21 @@ multi_irace( ) } \arguments{ -\item{scenarios}{(\code{list()}) \cr A list of scenarios. +\item{scenarios}{\code{list()}\cr A list of scenarios. If only a single scenario is supplied, it is used for all parameters.} -\item{parameters}{(\code{list()}) \cr A list of parameter space definitions. +\item{parameters}{\code{list()}\cr A list of parameter space definitions. If only a single definition is supplied, it is used for all scenarios.} -\item{n}{(\code{integer(1)}) \cr The number of repetitions.} +\item{n}{\code{integer(1)}\cr The number of repetitions.} -\item{parallel}{(\code{integer(1)}) \cr The number of workers to use. +\item{parallel}{\code{integer(1)}\cr The number of workers to use. A value of \code{1} means sequential execution. Note that \code{parallel > 1} is not supported on Windows.} -\item{split_output}{(\code{logical(1)}) \cr If \code{TRUE}, the output of \code{\link[=irace]{irace()}} is written to \verb{\{execDir\}/run_\{i\}/irace.out} +\item{split_output}{\code{logical(1)}\cr If \code{TRUE}, the output of \code{\link[=irace]{irace()}} is written to \verb{\{execDir\}/run_\{i\}/irace.out} instead of the standard output.} -\item{global_seed}{(\code{integer(1)}) \cr The global seed used to seed the individual runs.} +\item{global_seed}{\code{integer(1)}\cr The global seed used to seed the individual runs.} } \value{ A list of the outputs of \code{\link[=irace]{irace()}}. diff --git a/man/parameters.Rd b/man/parameters.Rd index 01db25d8..1f2a407f 100644 --- a/man/parameters.Rd +++ b/man/parameters.Rd @@ -30,26 +30,26 @@ param_int(name, lower, upper, label = "", condition = TRUE, transf = "") \arguments{ \item{...}{one or more parameters created by \code{param_int()}, \code{param_real()}, \code{param_ord()}, or \code{param_cat()}.} -\item{forbidden}{(\code{expression()|character(1)})\cr String or list of expressions that define forbidden parameter configurations.} +\item{forbidden}{\code{expression()|character(1)}\cr String or list of expressions that define forbidden parameter configurations.} \item{debugLevel}{\code{integer(1)}\cr Larger values produce more verbose output.} -\item{name}{Parameter name (must be alphanumeric).} +\item{name}{\code{character(1)}\cr Parameter name (must be alphanumeric).} -\item{values}{(\code{character()}) \cr Domain as a vector of strings.} +\item{values}{\code{character()}\cr Domain as a vector of strings.} -\item{label}{Label associated to the parameter. Often used to encode a command-line switch that activates the parameter.} +\item{label}{\code{character(1)}\cr Label associated to the parameter. Often used to encode a command-line switch that activates the parameter.} -\item{condition}{(\code{expression(1)|character(1)}) \cr Expression that defines when the parameter is active according to the value of other parameters.} +\item{condition}{\code{expression(1)|character(1)}\cr Expression that defines when the parameter is active according to the value of other parameters.} \item{lower, upper}{Lower and upper limits of the valid domain.} -\item{transf}{(\code{character(1)}) \cr If \code{"log"}, then the parameter is sampled in a logarithmic scale.} +\item{transf}{\code{character(1)}\cr If \code{"log"}, then the parameter is sampled in a logarithmic scale.} \item{digits}{\code{integer(1)}\cr The number of decimal places to be considered for real-valued parameters.} } \value{ -(\code{ParameterSpace}) +\code{ParameterSpace} } \description{ \itemize{ diff --git a/man/printParameters.Rd b/man/printParameters.Rd index 0fb610b5..3f808eb5 100644 --- a/man/printParameters.Rd +++ b/man/printParameters.Rd @@ -7,7 +7,7 @@ printParameters(parameters) } \arguments{ -\item{parameters}{(\code{list()}) \cr Data structure containing the parameter +\item{parameters}{\code{ParameterSpace}\cr Data structure containing the parameter space definition. The data structure has to similar to the one returned by the function \code{\link{readParameters}}.} } diff --git a/man/readConfigurationsFile.Rd b/man/readConfigurationsFile.Rd index a9733eba..39267ffc 100644 --- a/man/readConfigurationsFile.Rd +++ b/man/readConfigurationsFile.Rd @@ -10,7 +10,7 @@ readConfigurationsFile(filename, parameters, debugLevel = 0L, text) \item{filename}{\code{character(1)}\cr Filename from which the configurations should be read. The contents should be readable by \code{read.table( , header=TRUE)}.} -\item{parameters}{(\code{list()}) \cr Data structure containing the parameter +\item{parameters}{\code{ParameterSpace}\cr Data structure containing the parameter space definition. The data structure has to similar to the one returned by the function \code{\link{readParameters}}.} From fcd541888511e5a68375f2e29418961a513d037a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 3 Dec 2024 15:33:31 +0000 Subject: [PATCH 009/127] Options --src and --target of ablation can now take a path to a file. --- DESCRIPTION | 2 +- NEWS.md | 11 ++++++ R/ablation.R | 51 +++++++++++++++++++------- man/ablation.Rd | 14 +++---- man/ablation_cmdline.Rd | 8 ++-- tests/testthat/test-ablation-cmdline.R | 4 +- tests/testthat/test-ablation.R | 16 ++++++++ 7 files changed, 79 insertions(+), 27 deletions(-) create mode 100644 tests/testthat/test-ablation.R diff --git a/DESCRIPTION b/DESCRIPTION index 3d1d8525..ad18303d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.0 +Version: 4.0.0.900 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), diff --git a/NEWS.md b/NEWS.md index de5e40b7..3f4eb2f2 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,16 @@ **If you are viewing this file on CRAN, please check [latest news on GitHub](https://github.com/MLopez-Ibanez/irace/blob/master/NEWS.md) where the formatting is also better.** +# irace (development version) + +## New features and improvements + + * The options `src` and `target` of `ablation()` (or `--src` and `--target` of + the command-line `ablation` tool) now accept a character string that points + to a file containing a configuration that will be read with + `readConfigurationsFile()`. This allows performing ablation between + configurations not explored before. + + # irace 4.0 ## Major breaking changes diff --git a/R/ablation.R b/R/ablation.R index 637c706d..e14b4b52 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -1,8 +1,8 @@ .ablation.params.def <- read.table(header=TRUE, stringsAsFactors = FALSE, text=" name ab type short long default description iraceResults 0 p -l --log-file NA 'Path to the (.Rdata) file created by irace from which the \"iraceResults\" object will be loaded.' -src 1 i -S --src 1 'Source configuration ID.' -target 1 i -T --target NA 'Target configuration ID. By default the best configuration found by irace.' +src 1 i -S --src 1 'Source configuration ID or the path to a file containing the configuration.' +target 1 i -T --target NA 'Target configuration ID (by default the best configuration found by irace) or the path to a file containing the configuration.' ab_params 1 s -P --params '' 'Specific parameter names to be used for the ablation (separated with commas). By default use all' type 1 s -t --type 'full' '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.' nrep 1 i -n --nrep 1 'Number of replications per instance used in \"full\" ablation.' @@ -251,13 +251,13 @@ ab_generate_instances <- function(race_state, scenario, nrep, type, instancesFil #' @description Ablation is a method for analyzing the differences between two configurations. #' #' @inheritParams has_testing_data -#' @param src,target (`integer(1)`) Source and target configuration IDs. By default, the first configuration ever evaluated (ID 1) is used as `src` and the best configuration found by irace is used as target. -#' @param ab_params Specific parameter names to be used for the ablation. They must be in `parameters$names`. By default, use all parameters. -#' @param 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. -#' @param nrep (`integer(1)`) Number of replications per instance used in `"full"` ablation. When `nrep > 1`, each configuration will be executed `nrep` times on each instance with different random seeds. -#' @param seed (`integer(1)`) Integer value to use as seed for the random number generation. -#' @param ablationLogFile (`character(1)`) Log file to save the ablation log. If `NULL`, the results are not saved to a file. -#' @param instancesFile (`character(1)`) Instances file used for ablation: `'train'`, `'test'` or a filename containing the list of instances. +#' @param src,target `integer(1)|character(1)`\cr Source and target configuration IDs. By default, the first configuration ever evaluated (ID 1) is used as `src` and the best configuration found by irace is used as target. If the argument is a string, it is interpreted as the path to a file, with the format specified by [readConfigurationsFile()], that contains the configuration. +#' @param ab_params `character()`\cr Specific parameter names to be used for the ablation. They must be in `parameters$names`. By default, use all parameters. +#' @param type `"full"|"racing"`\cr Type of ablation to perform: `"full"` will execute each configuration on all `n_instances` to determine the best-performing one; `"racing"` will apply racing to find the best configurations. +#' @param nrep `integer(1)`\cr Number of replications per instance used in `"full"` ablation. When `nrep > 1`, each configuration will be executed `nrep` times on each instance with different random seeds. +#' @param seed `integer(1)`\cr Integer value to use as seed for the random number generation. +#' @param ablationLogFile `character(1)`\cr Log file to save the ablation log. If `NULL`, the results are not saved to a file. +#' @param instancesFile `character(1)`\cr Instances file used for ablation: `'train'`, `'test'` or a filename containing the list of instances. #' @param ... Further arguments to override scenario settings, e.g., `debugLevel`, `parallel`, etc. #' #' @references @@ -329,13 +329,37 @@ ablation <- function(iraceResults, src = 1L, target = NULL, race_state <- RaceState$new(scenario) # Generate instances scenario$instances <- ab_generate_instances(race_state, scenario, nrep, type, instancesFile) + parameters <- scenario$parameters + # Process src and target. + if (is.character(src) && is.na(suppressWarnings(as.integer(src)))) { + src_configuration <- readConfigurationsFile(src, parameters) + if (nrow(src_configuration) != 1L) { + stop("Argument of src=\"", src, "\" contains more than one configuration!") + } + src <- 1L + max(iraceResults$allConfigurations$.ID.) + src_configuration$.ID. <- src + src_configuration$.PARENT. <- NA_integer_ + iraceResults$allConfigurations <- rbind.data.frame(iraceResults$allConfigurations, src_configuration) + # FIXME: Check for duplicates + } else if (src %not_in% iraceResults$allConfigurations[[".ID."]]) + stop("Source configuration ID (", src, ") cannot be found!") + if (is.null(target)) target <- iraceResults$iterationElites[length(iraceResults$iterationElites)] - if (src %not_in% iraceResults$allConfigurations[[".ID."]]) - stop("Source configuration ID (", src, ") cannot be found!") - if (target %not_in% iraceResults$allConfigurations[[".ID."]]) + else if (is.character(target) && is.na(suppressWarnings(as.integer(target)))) { + target_configuration <- readConfigurationsFile(target, parameters) + if (nrow(target_configuration) != 1L) { + stop("Argument of target=\"", target, "\" contains more than one configuration!") + } + target <- 1L + max(iraceResults$allConfigurations$.ID.) + target_configuration$.ID. <- target + target_configuration$.PARENT. <- NA_integer_ + iraceResults$allConfigurations <- rbind.data.frame(iraceResults$allConfigurations, target_configuration) + # FIXME: Check for duplicates + } else if (target %not_in% iraceResults$allConfigurations[[".ID."]]) stop("Target configuration ID (", target, ") cannot be found!") + if (src == target) stop("Source and target configuration IDs must be different!") @@ -347,7 +371,6 @@ ablation <- function(iraceResults, src = 1L, target = NULL, target_configuration <- iraceResults$allConfigurations[target, , drop = FALSE] configurations_print(target_configuration) - parameters <- scenario$parameters # Select the parameters used for ablation if (is.null(ab_params)) { ab_params <- parameters$names @@ -396,7 +419,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, ablog <- save_ablog(complete = FALSE) while (length(param_names) > 1L) { # Generate ablation configurations - cat("# Generating configurations (row number is ID):", param_names,"\n") + cat("# Generating configurations (row number is ID):", param_names, "\n") ab_aux <- generateAblation(best_configuration, target_configuration, parameters, param_names) aconfigurations <- ab_aux$configurations diff --git a/man/ablation.Rd b/man/ablation.Rd index 172ea1de..d0ff6b3e 100644 --- a/man/ablation.Rd +++ b/man/ablation.Rd @@ -20,19 +20,19 @@ ablation( \arguments{ \item{iraceResults}{\code{list()}|\code{character(1)}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}. If a character string is given, then it is interpreted as the path to the log file from which the \code{iraceResults} object will be loaded.} -\item{src, target}{(\code{integer(1)}) Source and target configuration IDs. By default, the first configuration ever evaluated (ID 1) is used as \code{src} and the best configuration found by irace is used as target.} +\item{src, target}{\code{integer(1)|character(1)}\cr Source and target configuration IDs. By default, the first configuration ever evaluated (ID 1) is used as \code{src} and the best configuration found by irace is used as target. If the argument is a string, it is interpreted as the path to a file, with the format specified by \code{\link[=readConfigurationsFile]{readConfigurationsFile()}}, that contains the configuration.} -\item{ab_params}{Specific parameter names to be used for the ablation. They must be in \code{parameters$names}. By default, use all parameters.} +\item{ab_params}{\code{character()}\cr Specific parameter names to be used for the ablation. They must be in \code{parameters$names}. By default, use all parameters.} -\item{type}{Type of ablation to perform: \code{"full"} will execute each configuration on all \code{n_instances} to determine the best-performing one; \code{"racing"} will apply racing to find the best configurations.} +\item{type}{\code{"full"|"racing"}\cr Type of ablation to perform: \code{"full"} will execute each configuration on all \code{n_instances} to determine the best-performing one; \code{"racing"} will apply racing to find the best configurations.} -\item{nrep}{(\code{integer(1)}) Number of replications per instance used in \code{"full"} ablation. When \code{nrep > 1}, each configuration will be executed \code{nrep} times on each instance with different random seeds.} +\item{nrep}{\code{integer(1)}\cr Number of replications per instance used in \code{"full"} ablation. When \code{nrep > 1}, each configuration will be executed \code{nrep} times on each instance with different random seeds.} -\item{seed}{(\code{integer(1)}) Integer value to use as seed for the random number generation.} +\item{seed}{\code{integer(1)}\cr Integer value to use as seed for the random number generation.} -\item{ablationLogFile}{(\code{character(1)}) Log file to save the ablation log. If \code{NULL}, the results are not saved to a file.} +\item{ablationLogFile}{\code{character(1)}\cr Log file to save the ablation log. If \code{NULL}, the results are not saved to a file.} -\item{instancesFile}{(\code{character(1)}) Instances file used for ablation: \code{'train'}, \code{'test'} or a filename containing the list of instances.} +\item{instancesFile}{\code{character(1)}\cr Instances file used for ablation: \code{'train'}, \code{'test'} or a filename containing the list of instances.} \item{...}{Further arguments to override scenario settings, e.g., \code{debugLevel}, \code{parallel}, etc.} } diff --git a/man/ablation_cmdline.Rd b/man/ablation_cmdline.Rd index b1ad84ae..d5281ec0 100644 --- a/man/ablation_cmdline.Rd +++ b/man/ablation_cmdline.Rd @@ -35,9 +35,11 @@ List of command-line options: \if{html}{\out{

}}\preformatted{-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. +-S,--src Source configuration ID or the path to a file + containing the configuration. Default: 1. +-T,--target Target configuration ID (by default the best + configuration found by irace) or the path to a file + containing the configuration. -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 diff --git a/tests/testthat/test-ablation-cmdline.R b/tests/testthat/test-ablation-cmdline.R index 722e0034..83ecb525 100644 --- a/tests/testthat/test-ablation-cmdline.R +++ b/tests/testthat/test-ablation-cmdline.R @@ -7,8 +7,8 @@ withr::with_output_sink("test-ablation-cmdline.Rout", { test_that("--log-file=sann.rda", { logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) - outfile <- tempfile(pattern = "log-ablation", fileext = ".Rdata") - plotfile <- tempfile(pattern = "ablation", fileext = ".pdf") + outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") + plotfile <- withr::local_tempfile(pattern = "ablation", fileext = ".pdf") expect_no_warning( ablation_cmdline(paste0("--log-file=", logfile, " -o ", outfile, " -p ", plotfile))) }) diff --git a/tests/testthat/test-ablation.R b/tests/testthat/test-ablation.R new file mode 100644 index 00000000..efa35b0e --- /dev/null +++ b/tests/testthat/test-ablation.R @@ -0,0 +1,16 @@ +withr::with_output_sink("test-ablation.Rout", { + skip_on_cran() + + test_that("ablation('sann.rda')", { + logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) + outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") + expect_no_warning(res <- ablation(logfile, ablationLogFile = outfile)) + }) + test_that("ablation('sann.rda') src,target as character", { + logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) + outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") + src_file <- withr::local_tempfile(pattern="src", fileext=".txt", lines=c("tmax temp", "1 1")) + target_file <- withr::local_tempfile(pattern="target", fileext=".txt", lines=c("tmax temp", "100 100")) + expect_no_warning(res <- ablation(logfile, ablationLogFile = outfile, src = src_file, target = target_file)) + }) +}) # withr::with_output_sink() From 0f4230e309304740878cad1a31aa10cde5bc2de6 Mon Sep 17 00:00:00 2001 From: sbomsdorf <83335795+sbomsdorf@users.noreply.github.com> Date: Tue, 3 Dec 2024 09:07:41 +0100 Subject: [PATCH 010/127] Removed additional word. --- vignettes/irace-package.Rnw | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 714f3e1e..0e22ff94 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -598,7 +598,7 @@ target algorithm; the default value is the current directory. \item[\parameter{maxExperiments}] (\code{--max-experiments}): the maximum number of executions of the target algorithm that \irace will perform. \item[\parameter{maxTime}] (\code{--max-time}): maximum total execution time in seconds for the executions of \code{targetRunner}. In this case, \code{targetRunner} must return two values: cost and time. Note that you must provide either \parameter{maxTime} or \parameter{maxExperiments}. -\item[\parameter{trainInstancesDir}] (\code{--train-instances-dir}): set if to \path{./Instances} if you put the training instances in that folder as instructed above. +\item[\parameter{trainInstancesDir}] (\code{--train-instances-dir}): set to \path{./Instances} if you put the training instances in that folder as instructed above. \end{description} For setting the tuning budget see \autoref{sec:budget}. For more information on \irace options and their default values, see \autoref{sec:irace options}. From f57fdf0ee8360c4c46a9918ca8e954b0dfa49361 Mon Sep 17 00:00:00 2001 From: sbomsdorf <83335795+sbomsdorf@users.noreply.github.com> Date: Tue, 3 Dec 2024 09:14:49 +0100 Subject: [PATCH 011/127] Added missing commas. --- vignettes/irace-package.Rnw | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 0e22ff94..04cbdf1d 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -600,7 +600,7 @@ of the target algorithm that \irace will perform. \item[\parameter{maxTime}] (\code{--max-time}): maximum total execution time in seconds for the executions of \code{targetRunner}. In this case, \code{targetRunner} must return two values: cost and time. Note that you must provide either \parameter{maxTime} or \parameter{maxExperiments}. \item[\parameter{trainInstancesDir}] (\code{--train-instances-dir}): set to \path{./Instances} if you put the training instances in that folder as instructed above. \end{description} -For setting the tuning budget see \autoref{sec:budget}. For more information on \irace options and their default values, see \autoref{sec:irace options}. +For setting the tuning budget, see \autoref{sec:budget}. For more information on \irace options and their default values, see \autoref{sec:irace options}. \item Modify the \code{target-runner} script to run your algorithm. This script must execute your algorithm with the parameters and instance specified by @@ -710,7 +710,7 @@ cd ./tuning/ # with --scenario. $IRACE_HOME/bin/irace \end{lstlisting} -For this example we assume that the needed scenario files have been set +For this example, we assume that the needed scenario files have been set properly in the \code{scenario.txt} file using the options described in \autoref{sec:irace options}. Most \irace options can be specified in the command line or directly in the \code{scenario.txt} file. From 2110ba5387fdaa57c3b2d59122c7b769295992c5 Mon Sep 17 00:00:00 2001 From: sbomsdorf <83335795+sbomsdorf@users.noreply.github.com> Date: Tue, 3 Dec 2024 09:18:24 +0100 Subject: [PATCH 012/127] Removed item for consiceness; 5th item has now two alternative options. --- vignettes/irace-package.Rnw | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 04cbdf1d..3a97ace0 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -795,7 +795,7 @@ $IRACE_HOME/bin/irace \end{lstlisting} %@ -\item Or you can also execute \irace from the \aR console using: +Or you can also execute \irace from the \aR console using: <>= library("irace") From a2bd141bb1697996604d533ef0cb947e9b4b112c Mon Sep 17 00:00:00 2001 From: sbomsdorf <83335795+sbomsdorf@users.noreply.github.com> Date: Tue, 3 Dec 2024 09:41:28 +0100 Subject: [PATCH 013/127] Used 'their' to refer to a person rather than an object. --- vignettes/irace-package.Rnw | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 3a97ace0..34eeb9a5 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -1614,7 +1614,7 @@ See the examples in @ % However, the user is free to set up the calls in any way, perhaps - implementing its own replacement for \code{target_runner} and/or + implementing their own replacement for \code{target_runner} and/or \code{exec_target_runner}. The user may load and call other \aR packages, such as \pkg{batchtools} (\url{https://mllg.github.io/batchtools/}). The only requirement is that the \parameter{targetRunnerParallel} function From 67e26fc254b307bead6ae2346204d5af4e86418a Mon Sep 17 00:00:00 2001 From: sbomsdorf <83335795+sbomsdorf@users.noreply.github.com> Date: Tue, 3 Dec 2024 11:11:40 +0100 Subject: [PATCH 014/127] Fixed typo. --- vignettes/irace-package.Rnw | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 34eeb9a5..7d520ae9 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -2777,7 +2777,7 @@ percentage of the \irace configuration budget. This budget is not considered in the total configuration budget that is, these evaluations are extra computation. -The execution of the postselection race add an element (\code{psrace.log}) to +The execution of the postselection race adds an element (\code{psrace.log}) to the \code{iraceResults} list saved in the \irace log file. The postselection log consists of a list with the following elements: \begin{description} From 3363addaf0176d13a14dd33c09f346dc57f00b68 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 3 Dec 2024 16:18:16 +0000 Subject: [PATCH 015/127] Mention @ sbomsdorf in NEWS --- NEWS.md | 4 ++++ vignettes/irace-package.Rnw | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 3f4eb2f2..f9795afc 100644 --- a/NEWS.md +++ b/NEWS.md @@ -9,6 +9,10 @@ to a file containing a configuration that will be read with `readConfigurationsFile()`. This allows performing ablation between configurations not explored before. + +## Fixes + + * Fixed some typos in the user guide. (@sbomsdorf) # irace 4.0 diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 7d520ae9..ffb33387 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -2777,7 +2777,7 @@ percentage of the \irace configuration budget. This budget is not considered in the total configuration budget that is, these evaluations are extra computation. -The execution of the postselection race adds an element (\code{psrace.log}) to +The execution of the postselection race adds an element (\code{psrace_log}) to the \code{iraceResults} list saved in the \irace log file. The postselection log consists of a list with the following elements: \begin{description} From 071adba44df081a9bf9993fce579c7474adc5059 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 12:35:31 +0000 Subject: [PATCH 016/127] * Makefile: Use touch to avoid double evaluation. --- Makefile | 1 + 1 file changed, 1 insertion(+) diff --git a/Makefile b/Makefile index e8eb958c..bcf2207b 100644 --- a/Makefile +++ b/Makefile @@ -53,6 +53,7 @@ genoptions: R/irace-options.R vignettes/section/irace-options.tex R/irace-options.R vignettes/section/irace-options.tex: scripts/irace_options.json scripts/generate-options.R cd scripts && R --slave -f generate-options.R && cd .. + touch R/irace-options.R vignettes/section/irace-options.tex gendoc: $(Reval) 'devtools::document()' From e77a83cebf625274cfc5696dffefd7d1e4203922 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 16:57:00 +0000 Subject: [PATCH 017/127] fix .gitignore --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 83f2e20d..aa3b49cb 100644 --- a/.gitignore +++ b/.gitignore @@ -63,7 +63,7 @@ docs/ /vignettes/*.bbl /vignettes/*.fls /vignettes/*.synctex* -/vignettes/irace-options.tex +/vignettes/section/irace-options.tex /vignettes/irace-package.tex /vignettes/irace-package.pdf /vignettes/irace-package.R From 586e0144c01835c66bd1059988bdc660b9f8e8f2 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 16:58:53 +0000 Subject: [PATCH 018/127] Remove switches from experiments. --- NEWS.md | 7 ++ R/irace.R | 2 +- R/race-wrapper.R | 7 +- R/race.R | 126 +++++++++++++++----------------- man/target_evaluator_default.Rd | 2 - man/target_runner_default.Rd | 2 - vignettes/irace-package.Rnw | 5 +- 7 files changed, 71 insertions(+), 80 deletions(-) diff --git a/NEWS.md b/NEWS.md index f9795afc..ac16b59b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -2,6 +2,13 @@ # irace (development version) +## Major breaking changes + + * The `experiment` list passed to the `targetRunner` R function (see + `target_runner_default()`) does not contain an element `switches`. + This element can be obtained from `scenario$parameters$switches`. + + ## New features and improvements * The options `src` and `target` of `ablation()` (or `--src` and `--target` of diff --git a/R/irace.R b/R/irace.R index 9c1e0a6c..92012d20 100644 --- a/R/irace.R +++ b/R/irace.R @@ -366,7 +366,7 @@ do_experiments <- function(race_state, configurations, ninstances, scenario, ite output <- lapply(instances, race_wrapper, race_state = race_state, configurations = configurations, bounds = rep(scenario$boundMax, nrow(configurations)), - which_alive = seq_nrow(configurations), which_exe = seq_nrow(configurations), + which_exps = seq_nrow(configurations), scenario = scenario) Results <- race_state$update_experiment_log(output, instances = instances, diff --git a/R/race-wrapper.R b/R/race-wrapper.R index 43dd9074..b40771c2 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -155,8 +155,6 @@ check_output_target_evaluator <- function (output, scenario, target_runner_call #' \item{`bound`}{(only when `capping` is enabled) Time bound for the execution;} #' \item{`configuration`}{1-row data frame with a column per parameter #' name;} -#' \item{`switches`}{Vector of parameter switches (labels) in the order -#' of parameters used in `configuration`.} #' } #' @param num_configurations Number of configurations alive in the race. #' @param all_conf_id Vector of configuration IDs of the alive configurations. @@ -402,9 +400,10 @@ run_target_runner <- function(experiment, scenario) seed <- experiment$seed configuration <- experiment$configuration instance <- experiment$instance - switches <- experiment$switches bound <- experiment$bound + switches <- scenario$parameters$switches[names(configuration)] + targetRunner <- scenario[["targetRunner"]] debugLevel <- scenario$debugLevel @@ -444,8 +443,6 @@ run_target_runner <- function(experiment, scenario) #' \item{`bound`}{(only when `capping` is enabled) Time bound for the execution;} #' \item{`configuration`}{1-row data frame with a column per parameter #' name;} -#' \item{`switches`}{Vector of parameter switches (labels) in the order -#' of parameters used in `configuration`.} #' } #' @inheritParams defaultScenario #' diff --git a/R/race.R b/R/race.R index 1ccce318..d5f716b3 100644 --- a/R/race.R +++ b/R/race.R @@ -37,8 +37,8 @@ createExperimentList <- function(configurations, parameters, instances <- instances[instances_ID] n_configurations <- nrow(configurations) n_instances <- length(instances) - pnames <- parameters$names configurations_id <- configurations[[".ID."]] + pnames <- parameters$names configurations <- as.list(configurations[, pnames, drop=FALSE]) # FIXME: How to do this faster? # - maybe purrr::transpose() ? @@ -53,20 +53,16 @@ createExperimentList <- function(configurations, parameters, irace.assert(length(bounds) == n_configurations) dots$bound <- rep.int(bounds, n_instances) } - dots$switches <- list(parameters$switches) .mapply(list, dots, MoreArgs = NULL) } ## Executes a list of configurations in a particular instance ## configurations: description having the id of the configuration ## instance.idx: index of the instance,seed pair in race_state$instances_log -## bounds: execution bounds (if needed). -## which_alive: index of the configurations that are still alive -## which_exe: index of the alive configurations that should be executed -race_wrapper <- function(race_state, configurations, instance_idx, bounds = NULL, - # FIXME: we actually only need which_exps, not - # which_alive nor which_exe - which_alive, which_exe, scenario) +## bounds: execution bounds (NULL if not needed). +## which_exps: Which experiments really need to be executed. +race_wrapper <- function(race_state, configurations, instance_idx, bounds, + which_exps, scenario) { # Experiment list to execute experiments <- createExperimentList(configurations, parameters = scenario$parameters, @@ -77,15 +73,9 @@ race_wrapper <- function(race_state, configurations, instance_idx, bounds = NULL target_output <- vector("list", length(experiments)) # Execute commands - if (length(which_exe)) { - # which_exe values are within 1:nbConfigurations, whereas experiments - # indices are within 1:length(which_alive). The following line converts - # from one to the other. - which_exps <- which(which_alive %in% which_exe) - irace.assert(length(which_exps) == length(which_exe)) + if (length(which_exps)) target_output[which_exps] <- execute_experiments(race_state, experiments[which_exps], scenario) - } - + # targetEvaluator may be NULL. If so, target_output must contain the right # output already. Otherwise, targetEvaluator always re-evaluates. if (!is.null(scenario$targetEvaluator)) @@ -435,15 +425,15 @@ applyPAR <- function(results, boundMax, boundPar) ## of configurations based on previous execution times. ## It returns a list with two elements: ## * elite.bound : value (mean execution time or per instance execution time) -## used to calculate the maximum execution time (final.bounds) for each configuration. -## * final.bounds[i] : maximum execution time for candidate i on the current instance. +## used to calculate the maximum execution time (final_bounds) for each configuration. +## * final_bounds[i] : maximum execution time for candidate i on the current instance. final.execution.bound <- function(experimentsTime, elites, no.configurations, current_task, which_exe, scenario) { minMeasurableTime <- scenario$minMeasurableTime boundMax <- scenario$boundMax # FIXME: should we use an adjusted boundMax - final.bounds <- rep(boundMax, no.configurations) + final_bounds <- rep(boundMax, no.configurations) total.time <- current_task * boundMax elite.bound <- boundMax # Elite candidates can have NA values due to the rejection @@ -459,18 +449,18 @@ final.execution.bound <- function(experimentsTime, elites, no.configurations, if (scenario$boundType == "instance") { elite.bound <- instanceBound(experimentsTime[current_task, elites], type = scenario$cappingType) - final.bounds[which_exe] <- min(elite.bound + minMeasurableTime, boundMax) - final.bounds[which_exe] <- ceiling_digits(final.bounds[which_exe], scenario$boundDigits) + final_bounds[which_exe] <- min(elite.bound + minMeasurableTime, boundMax) + final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) } else { elite.bound <- executionBound(experimentsTime[seq_len(current_task), elites, drop = FALSE], type = scenario$cappingType) elite.bound <- min(elite.bound, boundMax) total.time <- (current_task * elite.bound) + minMeasurableTime time.left <- total.time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) - final.bounds[which_exe] <- sapply(time.left, min, boundMax) + final_bounds[which_exe] <- sapply(time.left, min, boundMax) # We round up the bounds up to the specified number of digits. This may # be necessary if the target-algorithm does not support higher precision. - final.bounds[which_exe] <- ceiling_digits(final.bounds[which_exe], scenario$boundDigits) + final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) # There are cases in which a small negative budget is used. For example: # assuming candidates 1 and 2 are elite maxbound=80 # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), @@ -481,11 +471,11 @@ final.execution.bound <- function(experimentsTime, elites, no.configurations, # time.left <- total.time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) # We set the execution time to the elite.bound this should be enough # to eliminate a bad candidate for the next task. - final.bounds[final.bounds <= 0] <- elite.bound - irace.assert(all(final.bounds > 0)) + final_bounds[final_bounds <= 0] <- elite.bound + irace.assert(all(final_bounds > 0)) } } - list(final.bounds = final.bounds, elite.bound = elite.bound) + list(final_bounds = final_bounds, elite.bound = elite.bound) } get_ranks <- function(x, test) @@ -689,10 +679,11 @@ elitist_race <- function(race_state, maxExp = 0L, configurations = configurations[which_elites, , drop = FALSE], instance_idx = race_instances[k], bounds = rep(scenario$boundMax, n_elite), - which_alive = which_elites, - which_exe = which_elites, - scenario = scenario) - # Extract results + # which_exe values are within 1:nbConfigurations, whereas experiments + # indices are within 1:length(which_alive). The following line converts + # from one to the other. + which_exps = seq_along(which_elites), scenario = scenario) + # Extract results: # FIXME: check what would happen in case of having the target evaluator # MANUEL: Note how similar is this to what we do in do.experiments(), # perhaps we can create a function that takes output and experiment_log @@ -886,48 +877,47 @@ elitist_race <- function(race_state, maxExp = 0L, start_time <- Sys.time() # Execution bounds calculation (capping only) - final.bounds <- elite.bound <- NULL + final_bounds <- elite.bound <- NULL # Calculate bounds for executing if needed. - which.elite.exe <- intersect(which_exe, which(is.elite > 0)) - irace.assert(setequal(which.elite.exe, which(is.elite & is.na(Results[current_task,])))) + which_elite_exe <- intersect(which_exe, which(is.elite > 0)) + irace.assert(setequal(which_elite_exe, which(is.elite & is.na(Results[current_task,])))) if (capping) { # Pre-execute elite configurations that are not yet executed in the current instance. - if (length(which.elite.exe)) { + if (length(which_elite_exe)) { # FIXME: This should go into its own function output <- race_wrapper(race_state, - configurations = configurations[which.elite.exe, , drop = FALSE], - instance_idx = race_instances[current_task], - # FIXME: What if we already have a bound for this instance? - bounds = rep(scenario$boundMax, length(which.elite.exe)), - # MANUEL: How does this work for target-evaluator? - # We are telling race_wrapper that only some elites are alive! - which_alive = which.elite.exe, - which_exe = which.elite.exe, - scenario = scenario) + configurations = configurations[which_elite_exe, , drop = FALSE], + instance_idx = race_instances[current_task], + # FIXME: What if we already have a bound for this instance? + bounds = rep(scenario$boundMax, length(which_elite_exe)), + # MANUEL: How does this work for target-evaluator? + # We are telling race_wrapper that only some elites are alive! + which_exps = seq_along(which_elite_exe), + scenario = scenario) # Extract results vcost <- unlist(lapply(output, "[[", "cost")) - irace.assert(length(vcost) == length(which.elite.exe)) + irace.assert(length(vcost) == length(which_elite_exe)) vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - Results[current_task, which.elite.exe] <- vcost + Results[current_task, which_elite_exe] <- vcost vtimes <- unlist(lapply(output, "[[", "time")) - irace.assert(length(vtimes) == length(which.elite.exe)) - experimentsTime[current_task, which.elite.exe] <- vtimes + irace.assert(length(vtimes) == length(which_elite_exe)) + experimentsTime[current_task, which_elite_exe] <- vtimes experiment_log <- update_experiment_log(experiment_log, instance = race_instances[current_task], - configuration = configurations[which.elite.exe, ".ID."], + configuration = configurations[which_elite_exe, ".ID."], time = vtimes, bound = scenario$boundMax) - experiments_used <- experiments_used + length(which.elite.exe) + experiments_used <- experiments_used + length(which_elite_exe) # We remove elite configurations that are rejected given that # is not possible to calculate the bounds - rejected <- is.infinite(Results[current_task, which.elite.exe]) + rejected <- is.infinite(Results[current_task, which_elite_exe]) if (any(rejected)) { irace.note ("Immediately rejected configurations: ", - paste0(configurations[which.elite.exe[rejected], ".ID."], + paste0(configurations[which_elite_exe[rejected], ".ID."], collapse = ", ") , "\n") - is.rejected[which.elite.exe] <- rejected + is.rejected[which_elite_exe] <- rejected is.elite[is.rejected] <- 0L - alive[which.elite.exe] <- !rejected + alive[which_elite_exe] <- !rejected if (!any(alive)) { # FIXME: Only report this error if (all(is.rejected)); otherwise restore non-rejected non-alive ones irace.error("All configurations have been immediately rejected (all of them returned Inf) !") @@ -936,10 +926,10 @@ elitist_race <- function(race_state, maxExp = 0L, nbAlive <- length(which_alive) elite_safe <- update_elite_safe(Results, is.elite) } - which_exe <- setdiff(which_exe, which.elite.exe) + which_exe <- setdiff(which_exe, which_elite_exe) # FIXME: There is similar code above. Can we merge these code paths? if (length(which_exe) == 0L) { - is.elite <- update_is_elite(is.elite, which.elite.exe) + is.elite <- update_is_elite(is.elite, which_elite_exe) if (current_task == 1L) { # We may reach this point in the first iteration so we need to calculate best. if (sum(alive) == 1L) { @@ -972,19 +962,19 @@ elitist_race <- function(race_state, maxExp = 0L, elites = which(is.elite > 0), no.configurations, current_task, which_exe, scenario) - final.bounds <- all.bounds$final.bounds + final_bounds <- all.bounds$final_bounds elite.bound <- all.bounds$elite.bound } else { - final.bounds <- rep(scenario$boundMax, no.configurations) + final_bounds <- rep(scenario$boundMax, no.configurations) } - # Execute experiments + # Execute experiments. output <- race_wrapper(race_state, configurations = configurations[which_alive, , drop = FALSE], instance_idx = race_instances[current_task], - # FIXME: Why are we keeping final.bounds values for configurations that are dead? - # Also, do we use the final.bounds of which_alive or only the ones of which_exe? - bounds = final.bounds[which_alive], - which_alive = which_alive, which_exe = which_exe, + # FIXME: Why are we keeping final_bounds values for configurations that are dead? + # Also, do we use the final_bounds of which_alive or only the ones of which_exe? + bounds = final_bounds[which_alive], + which_exps = which(which_alive %in% which_exe), scenario = scenario) # Extract results @@ -1000,7 +990,7 @@ elitist_race <- function(race_state, maxExp = 0L, if (capping) { vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) if (scenario$boundAsTimeout) - vcost[(vcost >= final.bounds[which_exps]) & (vcost < scenario$boundMax)] <- scenario$boundMax + vcost[(vcost >= final_bounds[which_exps]) & (vcost < scenario$boundMax)] <- scenario$boundMax } Results[current_task, which_exps] <- vcost @@ -1011,13 +1001,13 @@ elitist_race <- function(race_state, maxExp = 0L, irace.assert(length(vtimes) == length(which_exe)) if (capping) { # Correct higher execution times. - # final.bounds indexes are 1:nbConfigurations, vtimes are 1:length(which_alive) - experimentsTime[current_task, which_exps] <- pmin(vtimes, final.bounds[which_exe]) + # final_bounds indexes are 1:nbConfigurations, vtimes are 1:length(which_alive) + experimentsTime[current_task, which_exps] <- pmin(vtimes, final_bounds[which_exe]) } experiment_log <- update_experiment_log(experiment_log, instance = race_instances[current_task], configuration = configurations[which_exe, ".ID."], - time = vtimes, bound = if (is.null(final.bounds)) NA else final.bounds[which_exe]) + time = vtimes, bound = if (is.null(final_bounds)) NA else final_bounds[which_exe]) irace.assert(anyDuplicated(experiment_log[, c("instance", "configuration")]) == 0L, eval_after = { @@ -1026,7 +1016,7 @@ elitist_race <- function(race_state, maxExp = 0L, }) experiments_used <- experiments_used + length(which_exe) # We update the elites that have been executed. - is.elite <- update_is_elite(is.elite, which.elite.exe) + is.elite <- update_is_elite(is.elite, which_elite_exe) ## Drop bad configurations. ## Infinite values denote immediate rejection of a configuration. diff --git a/man/target_evaluator_default.Rd b/man/target_evaluator_default.Rd index 5b73524c..2f83ccba 100644 --- a/man/target_evaluator_default.Rd +++ b/man/target_evaluator_default.Rd @@ -23,8 +23,6 @@ this evaluation, ignore the seed for deterministic algorithms;} \item{\code{bound}}{(only when \code{capping} is enabled) Time bound for the execution;} \item{\code{configuration}}{1-row data frame with a column per parameter name;} -\item{\code{switches}}{Vector of parameter switches (labels) in the order -of parameters used in \code{configuration}.} }} \item{num_configurations}{Number of configurations alive in the race.} diff --git a/man/target_runner_default.Rd b/man/target_runner_default.Rd index 59f56413..6cb3e923 100644 --- a/man/target_runner_default.Rd +++ b/man/target_runner_default.Rd @@ -17,8 +17,6 @@ this evaluation, ignore the seed for deterministic algorithms;} \item{\code{bound}}{(only when \code{capping} is enabled) Time bound for the execution;} \item{\code{configuration}}{1-row data frame with a column per parameter name;} -\item{\code{switches}}{Vector of parameter switches (labels) in the order -of parameters used in \code{configuration}.} }} \item{scenario}{\code{list()}\cr Data structure containing \pkg{irace} diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index ffb33387..10dcb502 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -1204,8 +1204,6 @@ list. The structure of the \code{experiment} list is as follows: \code{instance} & string giving the instance to be used for this evaluation;\\ \code{bound} & optional execution time bound;\\ \code{configuration} & 1-row data frame with a column per parameter name;\\ - \code{switches} & vector of parameter switches (labels) in the order of parameters used in \code{configuration}.\\ - \end{tabularx} \end{center} @@ -1215,6 +1213,9 @@ The following is an example of an experiment list for the \ACOTSP scenario: print(experiment) @ +If you need the \code{switches} of each parameter (or any other information +about the parameters), you can obtain it from \code{scenario$parameters}. + You can find an example that calls MATLAB from \aR using this approach here: \url{https://github.com/MLopez-Ibanez/irace/blob/master/inst/examples/matlab/scenario.txt}. If \parameter{targetEvaluator} is \code{NULL}, then From 8c61b9d38e60f007e64fb651bf3f5dd015a6895c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 21:43:30 +0000 Subject: [PATCH 019/127] * TODO,NEWS.md: Fix stray uses of maxBound. --- NEWS.md | 2 +- TODO | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/NEWS.md b/NEWS.md index ac16b59b..6a93496b 100644 --- a/NEWS.md +++ b/NEWS.md @@ -61,7 +61,7 @@ The correct location can be verified by looking at the line `"installed at:"` printed in the output. - * Adaptive capping is now enabled by default if `maxTime > 0` and `maxBound > 0`. + * Adaptive capping is now enabled by default if `maxTime > 0` and `boundMax > 0`. It can be disabled with `--capping 0` in the command-line options or `capping=0` in the scenario options. See [Pérez-Cáceres et al. (2017)](https://iridia-ulb.github.io/references/#PerLopHooStu2017:lion) for details. (Leslie Pérez Cáceres, Manuel López-Ibáñez) diff --git a/TODO b/TODO index 32e8abee..fbf3f481 100644 --- a/TODO +++ b/TODO @@ -52,7 +52,7 @@ TODO General (in order of importance): * Give priority to user-provided configurations or to default/preferred parameter values when choosing between similarly performing configurations. - * maxBound should be a floating-point number. + * boundMax should be a floating-point number. * Write a report at the end that checks if the instances are homogeneous and suggests clusters and sub-configurations. One possibility is to replace From 2721dbe30fce59502362c26d2d0bea64a0d982e3 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 21:51:13 +0000 Subject: [PATCH 020/127] * R/race.R: race_wrapper() now supports multiple instances. --- R/irace.R | 6 +- R/race.R | 186 ++++++++++++------------ R/race_state.R | 12 +- tests/testthat/test-GenericWrapper4AC.R | 7 +- 4 files changed, 103 insertions(+), 108 deletions(-) diff --git a/R/irace.R b/R/irace.R index 92012d20..d5a5fcb1 100644 --- a/R/irace.R +++ b/R/irace.R @@ -362,9 +362,9 @@ generateInstances <- function(race_state, scenario, n, update = FALSE) do_experiments <- function(race_state, configurations, ninstances, scenario, iteration) { instances <- seq_len(ninstances) - # FIXME: modify race_wrapper to take instances as an argument. - output <- lapply(instances, race_wrapper, race_state = race_state, - configurations = configurations, + output <- race_wrapper(race_state = race_state, + configurations = configurations, + instance_idx = instances, bounds = rep(scenario$boundMax, nrow(configurations)), which_exps = seq_nrow(configurations), scenario = scenario) diff --git a/R/race.R b/R/race.R index d5f716b3..bb93302d 100644 --- a/R/race.R +++ b/R/race.R @@ -31,8 +31,7 @@ # $Id: race.R,v 1.54 2005/03/30 12:40:42 mbiro Exp $ # createExperimentList <- function(configurations, parameters, - instances, instances_ID, seeds, - bounds = NULL) + instances, instances_ID, seeds, bounds) { instances <- instances[instances_ID] n_configurations <- nrow(configurations) @@ -44,16 +43,20 @@ createExperimentList <- function(configurations, parameters, # - maybe purrr::transpose() ? # - mlr3misc::transpose_list() uses .mapply(list, configurations, list(), which is slower. configurations <- lapply(seq_len(n_configurations), function(i) lapply(configurations, `[`, i)) - dots <- list(id_configuration = rep(configurations_id, each=n_instances), id_instance = instances_ID, - seed = seeds, configuration = rep(configurations, each = n_instances), - instance = instances) + dots <- list(id_configuration = configurations_id, configuration = configurations) if (!is.null(bounds)) { # There must be a bound for each configuration. # FIXME: There must be a bound for each configuration AND each instance. irace.assert(length(bounds) == n_configurations) - dots$bound <- rep.int(bounds, n_instances) + dots$bound <- bounds } - .mapply(list, dots, MoreArgs = NULL) + configurations <- .mapply(list, dots = dots, MoreArgs = NULL) + instances <- .mapply(list, + dots = list(id_instance = instances_ID, seed = seeds, instance = instances), + MoreArgs = NULL) + .mapply(c, dots = list( + rep(instances, each = n_configurations), + rep(configurations, times = n_instances)), MoreArgs = NULL) } ## Executes a list of configurations in a particular instance @@ -352,7 +355,6 @@ executionBound <- function(data, type = "median") # This should never happen because the data used to obtain the execution # bound should be complete, that is, the bounding configurations should have # been executed on all previous instances. - irace.assert (all(!is.na(data))) colmeans <- colMeans2(data) bound <- switch (type, @@ -424,18 +426,18 @@ applyPAR <- function(results, boundMax, boundPar) ## This function calculates the execution time allowed for the executions ## of configurations based on previous execution times. ## It returns a list with two elements: -## * elite.bound : value (mean execution time or per instance execution time) +## * elite_bound : value (mean execution time or per instance execution time) ## used to calculate the maximum execution time (final_bounds) for each configuration. ## * final_bounds[i] : maximum execution time for candidate i on the current instance. -final.execution.bound <- function(experimentsTime, elites, no.configurations, +final_execution_bound <- function(experimentsTime, elites, n_configurations, current_task, which_exe, scenario) { minMeasurableTime <- scenario$minMeasurableTime boundMax <- scenario$boundMax # FIXME: should we use an adjusted boundMax - final_bounds <- rep(boundMax, no.configurations) - total.time <- current_task * boundMax - elite.bound <- boundMax + final_bounds <- rep(boundMax, n_configurations) + total_time <- current_task * boundMax + elite_bound <- boundMax # Elite candidates can have NA values due to the rejection if (length(elites)) elites <- elites[!is.na(experimentsTime[current_task,elites])] @@ -447,17 +449,17 @@ final.execution.bound <- function(experimentsTime, elites, no.configurations, # Note that some of these configurations could be not elite anymore for the # elimination phase, given that all their evaluations have been used. if (scenario$boundType == "instance") { - elite.bound <- instanceBound(experimentsTime[current_task, elites], + elite_bound <- instanceBound(experimentsTime[current_task, elites], type = scenario$cappingType) - final_bounds[which_exe] <- min(elite.bound + minMeasurableTime, boundMax) + final_bounds[which_exe] <- min(elite_bound + minMeasurableTime, boundMax) final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) } else { - elite.bound <- executionBound(experimentsTime[seq_len(current_task), elites, drop = FALSE], + elite_bound <- executionBound(experimentsTime[seq_len(current_task), elites, drop = FALSE], type = scenario$cappingType) - elite.bound <- min(elite.bound, boundMax) - total.time <- (current_task * elite.bound) + minMeasurableTime - time.left <- total.time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) - final_bounds[which_exe] <- sapply(time.left, min, boundMax) + elite_bound <- min(elite_bound, boundMax) + total_time <- (current_task * elite_bound) + minMeasurableTime + time_left <- total_time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) + final_bounds[which_exe] <- sapply(time_left, min, boundMax) # We round up the bounds up to the specified number of digits. This may # be necessary if the target-algorithm does not support higher precision. final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) @@ -466,16 +468,16 @@ final.execution.bound <- function(experimentsTime, elites, no.configurations, # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), # byrow=TRUE, ncol=3, nrow=3, dimnames=list(c(1,2,3),c(1,2,3))) # current_task <- 3; boundDigits=0 - # elite.bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") - # total.time <- elite.bound * current_task + 0.01 - # time.left <- total.time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) - # We set the execution time to the elite.bound this should be enough + # elite_bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") + # total_time <- elite_bound * current_task + 0.01 + # time.left <- total_time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) + # We set the execution time to the elite_bound, this should be enough # to eliminate a bad candidate for the next task. - final_bounds[final_bounds <= 0] <- elite.bound + final_bounds[final_bounds <= 0] <- elite_bound irace.assert(all(final_bounds > 0)) } } - list(final_bounds = final_bounds, elite.bound = elite.bound) + list(final_bounds = final_bounds, elite_bound = elite_bound) } get_ranks <- function(x, test) @@ -512,17 +514,17 @@ overall_ranks <- function(x, test) } # Remove one elite count from every configuration not executed. -update_is_elite <- function(is.elite, which_exe) +update_is_elite <- function(is_elite, which_exe) { - which.notexecuted <- setdiff(which(is.elite > 0L), which_exe) - is.elite[which.notexecuted] <- is.elite[which.notexecuted] - 1L - irace.assert (all(is.elite >= 0L)) - is.elite + which.notexecuted <- setdiff(which(is_elite > 0L), which_exe) + is_elite[which.notexecuted] <- is_elite[which.notexecuted] - 1L + irace.assert (all(is_elite >= 0L)) + is_elite } -update_elite_safe <- function(Results, is.elite) +update_elite_safe <- function(Results, is_elite) { - elites <- is.elite > 0L + elites <- is_elite > 0L if (!any(elites)) return(0L) # All elites rejected. max(which(rowAnys(!is.na(Results[, elites, drop=FALSE])))) } @@ -571,10 +573,10 @@ elitist_race <- function(race_state, maxExp = 0L, each.test <- blockSize * scenario$eachTest elitist <- scenario$elitist capping <- scenario$capping - no.configurations <- nrow(configurations) + n_configurations <- nrow(configurations) experiment_log <- data.table(instance=integer(0), configuration=integer(0), time=numeric(0), bound=numeric(0)) - alive <- rep(TRUE, no.configurations) - is.rejected <- rep(FALSE, no.configurations) + alive <- rep(TRUE, n_configurations) + is_rejected <- rep(FALSE, n_configurations) ## FIXME: Remove argument checking. This must have been done by the caller. # Check argument: maxExp @@ -582,11 +584,11 @@ elitist_race <- function(race_state, maxExp = 0L, && (!is.numeric(maxExp) || length(maxExp)!=1L || !is.finite(maxExp))) stop("maxExp must be an single number") maxExp <- if (maxExp > 0) floor(maxExp) else 0L - if (maxExp && no.configurations > maxExp) + if (maxExp && n_configurations > maxExp) irace.error("Max number of experiments is smaller than number of configurations") - if (no.configurations <= minSurvival) { - irace.error("Not enough configurations (", no.configurations, + if (n_configurations <= minSurvival) { + irace.error("Not enough configurations (", n_configurations, ") for a race (minSurvival=", minSurvival, ")") } @@ -619,9 +621,9 @@ elitist_race <- function(race_state, maxExp = 0L, # Initialize some variables... experiments_used <- 0L - # is.elite[i] : number of instances to be seen in this race on which i has + # is_elite[i] : number of instances to be seen in this race on which i has # been previously evaluated. - is.elite <- rep(0L, no.configurations) + is_elite <- rep(0L, n_configurations) if (is.null(elite.data)) { elite_safe <- 0L @@ -650,12 +652,12 @@ elitist_race <- function(race_state, maxExp = 0L, configurations_ID <- as.character(configurations[[".ID."]]) Results <- matrix(NA, nrow = elite_safe, - ncol = no.configurations, + ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) if (capping) experimentsTime <- matrix(NA, nrow = elite_safe, - ncol = no.configurations, + ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) if (! is.null(elite.data)) { @@ -705,7 +707,7 @@ elitist_race <- function(race_state, maxExp = 0L, # We remove elite configurations that are rejected given that # is not possible to calculate the bounds. rejected <- is.infinite(Results[k, which_elites]) - is.rejected[which_elites] <- rejected + is_rejected[which_elites] <- rejected which_elites <- which_elites[!rejected] n_elite <- length(which_elites) @@ -715,11 +717,11 @@ elitist_race <- function(race_state, maxExp = 0L, break } } - if (any(is.rejected)) { + if (any(is_rejected)) { irace.note ("Immediately rejected configurations: ", - paste0(configurations[is.rejected, ".ID."], + paste0(configurations[is_rejected, ".ID."], collapse = ", ") , "\n") - alive[is.rejected] <- FALSE + alive[is_rejected] <- FALSE # Calculate the maximum instance that has any non-NA value. # FIXME: Use update_elite_safe() if (n_elite > 0L) @@ -730,9 +732,9 @@ elitist_race <- function(race_state, maxExp = 0L, } } # Compute the elite membership. - is.elite <- colSums2(!is.na(Results)) + is_elite <- colSums2(!is.na(Results)) # Remove rejected configurations. - is.elite[is.rejected] <- 0L + is_elite[is_rejected] <- 0L } no_elimination <- 0L # number of tasks without elimination. print_header() @@ -759,14 +761,14 @@ elitist_race <- function(race_state, maxExp = 0L, nbAlive <- length(which_alive) which_exe <- which_alive - if (elitist && any(is.elite > 0L)) { + if (elitist && any(is_elite > 0L)) { # Filter configurations that do not need to be executed (elites). # This is valid only for previous iteration instances. irace.assert(current_task <= elite_safe) # Execute everything that is alive and not yet executed. which_exe <- which(alive & is.na(Results[current_task, ])) if (length(which_exe) == 0L) { - is.elite <- update_is_elite(is.elite, which_exe) + is_elite <- update_is_elite(is_elite, which_exe) # LESLIE: This is the case in which there are only elite configurations alive # and we are still in the previous instances execution, but we can still # continue with the race. (This is only possible because the early termination @@ -828,7 +830,7 @@ elitist_race <- function(race_state, maxExp = 0L, # MANUEL: How is this even possible? # LESLIE: It can be that the capping eliminate all but one configuration # (which should be an elite one) after we finish the new instances to be evaluated, - # we allow the race to be finished. Maybe it wold be better: sum(is.elite) == sum(alive) + # we allow the race to be finished. Maybe it wold be better: sum(is_elite) == sum(alive) # instead of nbAlive == 1, # LESLIE:Removing this because now is ponitless because of the elite candidates previos # execution @@ -877,10 +879,10 @@ elitist_race <- function(race_state, maxExp = 0L, start_time <- Sys.time() # Execution bounds calculation (capping only) - final_bounds <- elite.bound <- NULL + final_bounds <- elite_bound <- NULL # Calculate bounds for executing if needed. - which_elite_exe <- intersect(which_exe, which(is.elite > 0)) - irace.assert(setequal(which_elite_exe, which(is.elite & is.na(Results[current_task,])))) + which_elite_exe <- intersect(which_exe, which(is_elite > 0)) + irace.assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) if (capping) { # Pre-execute elite configurations that are not yet executed in the current instance. if (length(which_elite_exe)) { @@ -915,21 +917,21 @@ elitist_race <- function(race_state, maxExp = 0L, irace.note ("Immediately rejected configurations: ", paste0(configurations[which_elite_exe[rejected], ".ID."], collapse = ", ") , "\n") - is.rejected[which_elite_exe] <- rejected - is.elite[is.rejected] <- 0L + is_rejected[which_elite_exe] <- rejected + is_elite[is_rejected] <- 0L alive[which_elite_exe] <- !rejected if (!any(alive)) { - # FIXME: Only report this error if (all(is.rejected)); otherwise restore non-rejected non-alive ones + # FIXME: Only report this error if (all(is_rejected)); otherwise restore non-rejected non-alive ones irace.error("All configurations have been immediately rejected (all of them returned Inf) !") } which_alive <- which(alive) nbAlive <- length(which_alive) - elite_safe <- update_elite_safe(Results, is.elite) + elite_safe <- update_elite_safe(Results, is_elite) } which_exe <- setdiff(which_exe, which_elite_exe) # FIXME: There is similar code above. Can we merge these code paths? if (length(which_exe) == 0L) { - is.elite <- update_is_elite(is.elite, which_elite_exe) + is_elite <- update_is_elite(is_elite, which_elite_exe) if (current_task == 1L) { # We may reach this point in the first iteration so we need to calculate best. if (sum(alive) == 1L) { @@ -958,14 +960,14 @@ elitist_race <- function(race_state, maxExp = 0L, } } - all.bounds <- final.execution.bound(experimentsTime, - elites = which(is.elite > 0), - no.configurations, current_task, + all.bounds <- final_execution_bound(experimentsTime, + elites = which(is_elite > 0L), + n_configurations, current_task, which_exe, scenario) final_bounds <- all.bounds$final_bounds - elite.bound <- all.bounds$elite.bound + elite_bound <- all.bounds$elite_bound } else { - final_bounds <- rep(scenario$boundMax, no.configurations) + final_bounds <- rep(scenario$boundMax, n_configurations) } # Execute experiments. @@ -1016,7 +1018,7 @@ elitist_race <- function(race_state, maxExp = 0L, }) experiments_used <- experiments_used + length(which_exe) # We update the elites that have been executed. - is.elite <- update_is_elite(is.elite, which_elite_exe) + is_elite <- update_is_elite(is_elite, which_elite_exe) ## Drop bad configurations. ## Infinite values denote immediate rejection of a configuration. @@ -1025,15 +1027,15 @@ elitist_race <- function(race_state, maxExp = 0L, irace.note ("Immediately rejected configurations: ", paste0(configurations[which_exe[rejected], ".ID."], collapse = ", ") , "\n") - is.rejected[which_exe] <- rejected - is.elite[is.rejected] <- 0L - alive[is.rejected] <- FALSE + is_rejected[which_exe] <- rejected + is_elite[is_rejected] <- 0L + alive[is_rejected] <- FALSE if (!any(alive)) irace.error("All configurations have been immediately rejected (all of them returned Inf) !") which_alive <- which(alive) nbAlive <- length(which_alive) # FIXME: Should we stop if (nbAlive <= minSurvival) ??? - elite_safe <- update_elite_safe(Results, is.elite) + elite_safe <- update_elite_safe(Results, is_elite) } irace.assert(!anyNA(Results[seq_len(current_task), alive, drop=FALSE])) irace.assert(!any(is.infinite(Results[, alive, drop=FALSE]))) @@ -1049,10 +1051,10 @@ elitist_race <- function(race_state, maxExp = 0L, # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. if (capping && sum(alive) > minSurvival && (current_task %% blockSize) == 0L) { - irace.assert(!any(is.elite > 0) == (current_task >= elite_safe)) + irace.assert(!any(is_elite > 0) == (current_task >= elite_safe)) cap.alive <- dom.elim(Results[seq_len(current_task), , drop = FALSE], # Get current elite configurations - elites = which(is.elite > 0L), + elites = which(is_elite > 0L), alive, scenario, minSurvival) cap.dropped <- sum(alive) > sum(cap.alive) cap.done <- TRUE @@ -1071,7 +1073,7 @@ elitist_race <- function(race_state, maxExp = 0L, t.holm = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "holm"), t.bonferroni = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "bonferroni")) - race.ranks <- test.res$ranks + race_ranks <- test.res$ranks test.alive <- test.res$alive test.dropped <- sum(alive) > sum(test.alive) test.done <- TRUE @@ -1083,10 +1085,10 @@ elitist_race <- function(race_state, maxExp = 0L, # Handle elites when elimination is performed. The elite configurations # can be removed only when they have no more previously-executed instances. - irace.assert(!any(is.elite > 0L) == (current_task >= elite_safe)) - if (!is.null(elite.data) && any(is.elite > 0L)) { - irace.assert (length(alive) == length(is.elite)) - alive <- alive | (is.elite > 0L) + irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) + if (!is.null(elite.data) && any(is_elite > 0L)) { + irace.assert (length(alive) == length(is_elite)) + alive <- alive | (is_elite > 0L) } # It may happen that the capping and the test eliminate together all @@ -1112,35 +1114,35 @@ elitist_race <- function(race_state, maxExp = 0L, # that are not eliminated by the test. # MANUEL: I don't understand the above comment. if (length(which_alive) == 1L) { - race.ranks <- 1L + race_ranks <- 1L best <- which_alive } else { tmpResults <- Results[seq_len(current_task), which_alive, drop = FALSE] irace.assert(!any(is.na(tmpResults))) - race.ranks <- get_ranks(tmpResults, test = stat.test) + race_ranks <- get_ranks(tmpResults, test = stat.test) # which.min returns only the first minimum. - best <- which_alive[which.min(race.ranks)] + best <- which_alive[which.min(race_ranks)] } - irace.assert(best == which_alive[order(race.ranks)][1L]) - irace.assert(length(race.ranks) == length(which_alive)) + irace.assert(best == which_alive[order(race_ranks)][1L]) + irace.assert(length(race_ranks) == length(which_alive)) prev_alive <- which_alive which_alive <- which(alive) # Remove the ranks of those that are not alive anymore - race.ranks <- race.ranks[which_alive] - irace.assert(length(race.ranks) == sum(alive)) + race_ranks <- race_ranks[which_alive] + irace.assert(length(race_ranks) == sum(alive)) id_best <- configurations[[".ID."]][best] print_task(res.symb, Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], current_task, alive = alive, id_best = id_best, best = best, experiments_used, start_time = start_time, - bound = elite.bound, capping) + bound = elite_bound, capping) if (elitist) { # Compute number of statistical tests without eliminations. - irace.assert(!any(is.elite > 0) == (current_task >= elite_safe)) - if (!any(is.elite > 0) + irace.assert(!any(is_elite > 0) == (current_task >= elite_safe)) + if (!any(is_elite > 0) && current_task > first.test && (current_task %% each.test) == 0L) { if (length(which_alive) == length(prev_alive)) { no_elimination <- no_elimination + 1L @@ -1161,7 +1163,7 @@ elitist_race <- function(race_state, maxExp = 0L, # in irace() # MANUEL: Leslie, how can we reach this error in normal circumstances? # Can we handle this better? - if (current_task == 1L && all(is.elite == 0L)) + if (current_task == 1L && all(is_elite == 0L)) irace.error ("Maximum number configurations immediately rejected reached!") # All instances that are not new in this race must have been evaluated by at @@ -1171,10 +1173,10 @@ elitist_race <- function(race_state, maxExp = 0L, # If we stop the loop before we see all new instances, there may be new # instances that have not been executed by any configuration. Results <- Results[rowAnys(!is.na(Results)), , drop = FALSE] - race.ranks <- overall_ranks(Results[, alive, drop = FALSE], test = stat.test) + race_ranks <- overall_ranks(Results[, alive, drop = FALSE], test = stat.test) if (!scenario$quiet) { old_best <- best # old_best could be NA. - best <- which_alive[which.min(race.ranks)] + best <- which_alive[which.min(race_ranks)] mean_best <- mean(Results[, best]) print_footer(bestconf = configurations[best, , drop = FALSE], # FIXME: This is the mean of the best, but perhaps it @@ -1185,7 +1187,7 @@ elitist_race <- function(race_state, maxExp = 0L, capping = capping, old_best_id = if (old_best == best || is.na(old_best)) NULL else id_best) } - rejected_ids <- configurations[is.rejected, ".ID."] + rejected_ids <- configurations[is_rejected, ".ID."] scenario$parameters$forbid_configurations( race_state$update_rejected(rejected_ids, configurations) ) @@ -1195,7 +1197,7 @@ elitist_race <- function(race_state, maxExp = 0L, irace.assert(nbAlive == nrow(configurations)) irace.assert(all(configurations[[".ID."]] %not_in% rejected_ids)) # No rejected is alive. # Assign the proper ranks in the configurations data.frame. - configurations[[".RANK."]] <- race.ranks + configurations[[".RANK."]] <- race_ranks # Now we can sort the data.frame by the rank. configurations <- configurations[order(configurations[[".RANK."]]), , drop=FALSE] if (scenario$debugLevel >= 3L) { diff --git a/R/race_state.R b/R/race_state.R index 44299876..b45e2ef5 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -62,16 +62,8 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, update_experiment_log = function(output, instances, configurations_id, scenario, iteration) { # Extract results - times <- c() - costs <- c() - # FIXME: Convert output to a matrix so that we can skip this loop - for (j in instances) { - vcost <- unlist(lapply(output[[j]], "[[", "cost")) - costs <- c(costs, vcost) - vtimes <- unlist(lapply(output[[j]], "[[", "time")) - irace.assert(!any(is.null(vtimes))) - times <- c(times, vtimes) - } + costs <- unlist(lapply(output, "[[", "cost")) + times <- unlist(lapply(output, "[[", "time")) if (scenario$capping) costs <- applyPAR(costs, boundMax = scenario$boundMax, boundPar = scenario$boundPar) diff --git a/tests/testthat/test-GenericWrapper4AC.R b/tests/testthat/test-GenericWrapper4AC.R index 52df55bd..a39370ec 100644 --- a/tests/testthat/test-GenericWrapper4AC.R +++ b/tests/testthat/test-GenericWrapper4AC.R @@ -24,7 +24,8 @@ test_that("GenericWrapper4AC", { parameters = parameters, instances = scenario$instances, instances_ID = rep("cost", 2), - seeds = 0:1) + seeds = 0:1, + bounds = NULL) race_state <- irace:::RaceState$new(scenario) output <- irace:::execute_experiments(race_state, experiments, scenario) expect_equal(output[[1]]$status, "SUCCESS") @@ -38,14 +39,14 @@ test_that("GenericWrapper4AC", { parameters = parameters, instances = scenario$instances, instances_ID = rep("cost", 2), - seeds = 2) + seeds = 2, bounds = NULL) expect_error(irace:::execute_experiments(race_state, experiments, scenario), "CRASHED") experiments <- irace:::createExperimentList(configurations, parameters = parameters, instances = scenario$instances, instances_ID = rep("cost", 2), - seeds = 3) + seeds = 3, bounds = NULL) expect_error(irace:::execute_experiments(race_state, experiments, scenario), "ABORT") From e074cdeaa5f31b759aee717981309a35fb9a2384 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 7 Dec 2024 23:34:34 +0000 Subject: [PATCH 021/127] * R/race.R: Simplify handling of final_bounds. --- R/irace.R | 3 +- R/race.R | 147 ++++++++++++++++++++++++++++-------------------------- 2 files changed, 77 insertions(+), 73 deletions(-) diff --git a/R/irace.R b/R/irace.R index d5a5fcb1..2eb3d0ec 100644 --- a/R/irace.R +++ b/R/irace.R @@ -929,9 +929,8 @@ irace_run <- function(scenario) if (scenario$nbIterations == 0L) { nbIterations <- indexIteration } else { - if (debugLevel >= 1L) { + if (debugLevel >= 1L) catInfo("Limit of iterations reached", verbose = FALSE) - } return(irace_finish(iraceResults, scenario, reason = "Limit of iterations reached")) } } diff --git a/R/race.R b/R/race.R index bb93302d..2b497acb 100644 --- a/R/race.R +++ b/R/race.R @@ -429,54 +429,58 @@ applyPAR <- function(results, boundMax, boundPar) ## * elite_bound : value (mean execution time or per instance execution time) ## used to calculate the maximum execution time (final_bounds) for each configuration. ## * final_bounds[i] : maximum execution time for candidate i on the current instance. -final_execution_bound <- function(experimentsTime, elites, n_configurations, - current_task, which_exe, scenario) +final_execution_bound <- function(experimentsTime, elites, current_task, + which_alive, which_exe, scenario) { - minMeasurableTime <- scenario$minMeasurableTime boundMax <- scenario$boundMax - # FIXME: should we use an adjusted boundMax - final_bounds <- rep(boundMax, n_configurations) - total_time <- current_task * boundMax - elite_bound <- boundMax - # Elite candidates can have NA values due to the rejection + final_bounds <- rep(boundMax, length(which_alive)) + + # Elite candidates can have NA values due to the rejection. if (length(elites)) elites <- elites[!is.na(experimentsTime[current_task,elites])] # Only apply bounds when there is previous data - if (length(elites) > 0L && length(which_exe) > 0L) { - # The elite membership is updated before calling this function to know - # the configurations used for calculating the bounds we need to do this. - # Note that some of these configurations could be not elite anymore for the - # elimination phase, given that all their evaluations have been used. - if (scenario$boundType == "instance") { - elite_bound <- instanceBound(experimentsTime[current_task, elites], - type = scenario$cappingType) - final_bounds[which_exe] <- min(elite_bound + minMeasurableTime, boundMax) - final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) - } else { - elite_bound <- executionBound(experimentsTime[seq_len(current_task), elites, drop = FALSE], - type = scenario$cappingType) - elite_bound <- min(elite_bound, boundMax) - total_time <- (current_task * elite_bound) + minMeasurableTime - time_left <- total_time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) - final_bounds[which_exe] <- sapply(time_left, min, boundMax) - # We round up the bounds up to the specified number of digits. This may - # be necessary if the target-algorithm does not support higher precision. - final_bounds[which_exe] <- ceiling_digits(final_bounds[which_exe], scenario$boundDigits) - # There are cases in which a small negative budget is used. For example: - # assuming candidates 1 and 2 are elite maxbound=80 - # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), - # byrow=TRUE, ncol=3, nrow=3, dimnames=list(c(1,2,3),c(1,2,3))) - # current_task <- 3; boundDigits=0 - # elite_bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") - # total_time <- elite_bound * current_task + 0.01 - # time.left <- total_time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) - # We set the execution time to the elite_bound, this should be enough - # to eliminate a bad candidate for the next task. - final_bounds[final_bounds <= 0] <- elite_bound - irace.assert(all(final_bounds > 0)) - } + if (length(elites) == 0L || length(which_exe) == 0L) { + # FIXME: should we use an adjusted boundMax ? + return(list(final_bounds = final_bounds, elite_bound = boundMax)) } + minMeasurableTime <- scenario$minMeasurableTime + + # The elite membership is updated before calling this function to know + # the configurations used for calculating the bounds we need to do this. + # Note that some of these configurations could be not elite anymore for the + # elimination phase, given that all their evaluations have been used. + if (scenario$boundType == "instance") { + elite_bound <- instanceBound(experimentsTime[current_task, elites], + type = scenario$cappingType) + final_bounds_exe <- min(elite_bound + minMeasurableTime, boundMax) + final_bounds_exe <- ceiling_digits(final_bounds_exe, scenario$boundDigits) + } else { + elite_bound <- executionBound(experimentsTime[seq_len(current_task), elites, drop = FALSE], + type = scenario$cappingType) + elite_bound <- min(elite_bound, boundMax) + total_time <- (current_task * elite_bound) + minMeasurableTime + final_bounds_exe <- total_time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) + # There are cases in which a small negative budget is used. For example: + # assuming candidates 1 and 2 are elite: + # maxBound <- 80 + # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), + # byrow=TRUE, ncol=3, nrow=3, dimnames=list(c(1,2,3),c(1,2,3))) + # current_task <- 3; boundDigits = 0 + # elite_bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") + # total_time <- elite_bound * current_task + 0.01 + # final_bounds_exe <- total_time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) + # + # We set the execution time to the elite_bound, this should be enough + # to eliminate a bad candidate for the next task. + final_bounds_exe[final_bounds_exe <= 0] <- elite_bound + # We round up the bounds up to the specified number of digits. This may + # be necessary if the target-algorithm does not support higher precision. + final_bounds_exe <- ceiling_digits(final_bounds_exe, scenario$boundDigits) + final_bounds_exe[final_bounds_exe > boundMax] <- boundMax + irace.assert(all(final_bounds_exe > 0)) + } + final_bounds[which(which_alive %in% which_exe)] <- final_bounds_exe list(final_bounds = final_bounds, elite_bound = elite_bound) } @@ -516,8 +520,8 @@ overall_ranks <- function(x, test) # Remove one elite count from every configuration not executed. update_is_elite <- function(is_elite, which_exe) { - which.notexecuted <- setdiff(which(is_elite > 0L), which_exe) - is_elite[which.notexecuted] <- is_elite[which.notexecuted] - 1L + which_notexecuted <- setdiff(which(is_elite > 0L), which_exe) + is_elite[which_notexecuted] <- is_elite[which_notexecuted] - 1L irace.assert (all(is_elite >= 0L)) is_elite } @@ -535,7 +539,7 @@ generateTimeMatrix <- function(elite_ids, experiment_log) # Remove everything that we don't need. experiment_log <- experiment_log[is_elite, c("configuration", "instance", "time", "bound")] experiment_log[["time"]] <- pmin(experiment_log[["time"]], experiment_log[["bound"]]) - # FIXME: It would be better to use spread() from tidyr + # FIXME: It would be better to use spread() from tidyr. resultsTime <- reshape(as.data.frame(experiment_log), direction = "wide", idvar = "instance", timevar = "configuration", drop = "bound") @@ -878,8 +882,6 @@ elitist_race <- function(race_state, maxExp = 0L, start_time <- Sys.time() - # Execution bounds calculation (capping only) - final_bounds <- elite_bound <- NULL # Calculate bounds for executing if needed. which_elite_exe <- intersect(which_exe, which(is_elite > 0)) irace.assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) @@ -959,57 +961,60 @@ elitist_race <- function(race_state, maxExp = 0L, next } } - - all.bounds <- final_execution_bound(experimentsTime, + + all_bounds <- final_execution_bound(experimentsTime, elites = which(is_elite > 0L), - n_configurations, current_task, + current_task, which_alive, which_exe, scenario) - final_bounds <- all.bounds$final_bounds - elite_bound <- all.bounds$elite_bound + final_bounds <- all_bounds$final_bounds + elite_bound <- all_bounds$elite_bound } else { - final_bounds <- rep(scenario$boundMax, n_configurations) + final_bounds <- rep(scenario$boundMax, length(which_alive)) + elite_bound <- NULL } # Execute experiments. output <- race_wrapper(race_state, configurations = configurations[which_alive, , drop = FALSE], instance_idx = race_instances[current_task], - # FIXME: Why are we keeping final_bounds values for configurations that are dead? - # Also, do we use the final_bounds of which_alive or only the ones of which_exe? - bounds = final_bounds[which_alive], + bounds = final_bounds, which_exps = which(which_alive %in% which_exe), scenario = scenario) # Extract results vcost <- unlist(lapply(output, "[[", "cost")) - # If the experiment was executed or target.evaluator exists - # then the result is in the output. - ## Currently, targetEvaluator always re-evaluates, which implies that the - ## value may change without counting as an evaluation. We do this to allow online normalization. - which_exps <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive - irace.assert(length(vcost) == length(which_exps)) # Set max execution bound to timed out executions which have execution - # times smaller than boundMax and implement parX if required + # times smaller than boundMax and implement parX if required. if (capping) { vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - if (scenario$boundAsTimeout) - vcost[(vcost >= final_bounds[which_exps]) & (vcost < scenario$boundMax)] <- scenario$boundMax + if (scenario$boundAsTimeout) { + timeout_bounds <- if (is.null(scenario$targetEvaluator)) + final_bounds[which(which_alive %in% which_exe)] + else final_bounds + # We do not want to change Inf or -Inf because those represent rejection. + vcost[is.finite(vcost) & (vcost >= timeout_bounds) & (vcost < scenario$boundMax)] <- scenario$boundMax + } } + ## Currently, targetEvaluator always re-evaluates, which implies that the + ## value may change without counting as an evaluation. We do this to allow online normalization. + which_exps <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive + irace.assert(length(vcost) == length(which_exps)) Results[current_task, which_exps] <- vcost # Output is not indexed in the same way as configurations. which_exps <- which(which_alive %in% which_exe) irace.assert(length(which_exps) == length(which_exe)) vtimes <- unlist(lapply(output[which_exps], "[[", "time")) - irace.assert(length(vtimes) == length(which_exe)) + final_bounds <- final_bounds[which_exps] + irace.assert(length(vtimes) == length(which_exps)) if (capping) { # Correct higher execution times. - # final_bounds indexes are 1:nbConfigurations, vtimes are 1:length(which_alive) - experimentsTime[current_task, which_exps] <- pmin(vtimes, final_bounds[which_exe]) + experimentsTime[current_task, which_exps] <- pmin(vtimes, final_bounds) } experiment_log <- update_experiment_log(experiment_log, instance = race_instances[current_task], configuration = configurations[which_exe, ".ID."], - time = vtimes, bound = if (is.null(final_bounds)) NA else final_bounds[which_exe]) + # FIXME: Do not store a column bounds if bounds are NULL. + time = vtimes, bound = if (is.null(final_bounds)) NA else final_bounds) irace.assert(anyDuplicated(experiment_log[, c("instance", "configuration")]) == 0L, eval_after = { @@ -1102,9 +1107,9 @@ elitist_race <- function(race_state, maxExp = 0L, alive <- cap.alive } - # Output the result of the elimination test + # Output the result of the elimination test. res.symb <- if (cap.dropped && !test.dropped && prev.sum.alive != sum(alive)) { - "c" # Removed just by capping + "c" # Removed just by capping. } else if (cap.dropped || test.dropped) { if (prev.sum.alive != sum(alive)) "-" else "!" } else if (cap.done || test.done) "=" else "x" @@ -1120,7 +1125,7 @@ elitist_race <- function(race_state, maxExp = 0L, tmpResults <- Results[seq_len(current_task), which_alive, drop = FALSE] irace.assert(!any(is.na(tmpResults))) race_ranks <- get_ranks(tmpResults, test = stat.test) - # which.min returns only the first minimum. + # which.min() returns only the first minimum. best <- which_alive[which.min(race_ranks)] } From 5dbde276291cea450961d944422048bb5d631d11 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 14:48:54 +0000 Subject: [PATCH 022/127] * tests/testthat/: Minor clean-ups to tests. --- tests/testthat/helper-common.R | 31 ++++++++++++++++++- tests/testthat/test-blocksize.R | 8 +++-- tests/testthat/test-capping.R | 51 +++++++------------------------ tests/testthat/test-maxTime.R | 4 +-- tests/testthat/test-multi_irace.R | 12 ++++---- tests/testthat/test-repair.R | 4 +-- tests/testthat/test-sann-irace.R | 10 +++--- tests/testthat/test-targeteval.R | 2 +- 8 files changed, 62 insertions(+), 60 deletions(-) diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index bc8ab30c..199065eb 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -1,5 +1,5 @@ # This file is loaded automatically by testthat. -generate.set.seed <- function() +generate_set_seed <- function() { seed <- sample(2^30, 1) cat("Seed: ", seed, "\n") @@ -127,3 +127,32 @@ target_runner_capping_xy <- function(experiment, scenario) # Simulate execution bound list(cost = value, time=min(value + 0.1, bound), call = toString(experiment)) } + +irace_capping_xy <- function(...) +{ + args <- list(...) + parameters_table <- ' + x "" r (0, 1.00) + y "" r (0, 1.00) + reject "" c (0,1)' + + parameters <- readParameters(text = parameters_table) + logFile <- withr::local_tempfile(fileext=".Rdata") + scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), + targetRunner = target_runner_capping_xy, + capping = TRUE, + boundMax = 80, + testType = "t-test", + logFile = logFile, + parallel = if (system_os_is_windows()) 1L else test_irace_detectCores(), + parameters = parameters) + scenario <- modifyList(scenario, args) + scenario <- checkScenario (scenario) + + irace:::checkTargetFiles(scenario = scenario) + + confs <- irace(scenario = scenario) + best_conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) + expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), + best_conf) +} diff --git a/tests/testthat/test-blocksize.R b/tests/testthat/test-blocksize.R index d41f3691..d04b8349 100644 --- a/tests/testthat/test-blocksize.R +++ b/tests/testthat/test-blocksize.R @@ -7,12 +7,14 @@ cap_irace <- function(...) y "" r (0, 1.00)' parameters <- readParameters(text = parameters_table) + logFile <- withr::local_tempfile(fileext=".Rdata") scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), targetRunner = target_runner_capping_xy, capping = TRUE, blockSize = 4, boundMax = 80, + logFile = logFile, testType = "t-test", parameters = parameters) scenario <- modifyList(scenario, args) @@ -67,20 +69,20 @@ test_that("blockSize error", { }) test_that("blockSize cap_irace maxExperiments = 1000", { - generate.set.seed() + generate_set_seed() expect_warning(check_blocksize(cap_irace(maxExperiments = 1000, debugLevel = 3)), "Assuming 'mu = firstTest * blockSize' because 'mu' cannot be smaller", fixed = TRUE) }) test_that("blockSize maxTime=1000", { - generate.set.seed() + generate_set_seed() check_blocksize(time_irace(maxTime = 1000)) }) test_that("blockSize maxTime=1000 large newInstances", { skip_on_cran() - generate.set.seed() + generate_set_seed() check_blocksize(time_irace(maxTime = 1000, instances = letters[1:9], elitistNewInstances = 6, elitistLimit = 2)) }) diff --git a/tests/testthat/test-capping.R b/tests/testthat/test-capping.R index 6dcc46e1..3f2fd3b0 100644 --- a/tests/testthat/test-capping.R +++ b/tests/testthat/test-capping.R @@ -2,58 +2,30 @@ withr::with_output_sink("test-capping.Rout", { ## target runner ########################################################### -target.runner.reject <- function(experiment, scenario) +target_runner_reject <- function(experiment, scenario) { if (experiment$configuration[["reject"]] == "1" && runif(1) <= 0.01) list(cost = -Inf, time = experiment$bound, call = toString(experiment)) target_runner_capping_xy(experiment, scenario) } -cap.irace <- function(...) -{ - args <- list(...) - parameters_table <- ' - x "" r (0, 1.00) - y "" r (0, 1.00) - reject "" c (0,1)' - - parameters <- readParameters(text = parameters_table) - - scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), - targetRunner = target_runner_capping_xy, - capping = TRUE, - boundMax = 80, - testType = "t-test", - logFile = tempfile(fileext=".Rdata"), - parallel = if (system_os_is_windows()) 1L else test_irace_detectCores(), - parameters = parameters) - scenario <- modifyList(scenario, args) - scenario <- checkScenario (scenario) - - irace:::checkTargetFiles(scenario = scenario) - - confs <- irace(scenario = scenario) - best.conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) - expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), - best.conf) -} -test_that("cap.irace maxExperiments = 1000", { - generate.set.seed() - cap.irace(maxExperiments = 1000) +test_that("irace_capping_xy maxExperiments = 1000", { + generate_set_seed() + irace_capping_xy(maxExperiments = 1000) }) -test_that("cap.irace maxTime = 1000", { - generate.set.seed() - expect_warning(cap.irace(maxTime = 1000), +test_that("irace_capping_xy maxTime = 1000", { + generate_set_seed() + expect_warning(irace_capping_xy(maxTime = 1000), "boundMax = 80 is too large, using 5 instead") }) -test_that("cap.irace targetRunner = target.runner.reject, maxTime = 1000", { +test_that("irace_capping_xy targetRunner = target_runner_reject, maxTime = 1000", { skip_on_cran() skip_on_coverage() # This test sometimes fails randomly - generate.set.seed() - cap.irace(targetRunner = target.runner.reject, maxTime = 1000, boundMax = 5, debugLevel = 3) + generate_set_seed() + irace_capping_xy(targetRunner = target_runner_reject, maxTime = 1000, boundMax = 5, debugLevel = 3) }) test_that("capping default value", { @@ -65,9 +37,8 @@ test_that("capping default value", { parameters <- readParameters(text = parameters_table) def_scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), - targetRunner = target.runner.reject, + targetRunner = target_runner_reject, maxTime = 1200, - logFile = tempfile(fileext=".Rdata"), parameters = parameters) scenario <- checkScenario(def_scenario) expect_false(scenario$capping) diff --git a/tests/testthat/test-maxTime.R b/tests/testthat/test-maxTime.R index ebfcedd2..7a7980d2 100644 --- a/tests/testthat/test-maxTime.R +++ b/tests/testthat/test-maxTime.R @@ -48,13 +48,13 @@ time.irace <- function(...) test_that("maxTime=500 testNbElites=2 testIterationElites=FALSE", { - generate.set.seed() + generate_set_seed() time.irace(maxTime = 500, testNbElites=2) }) test_that("maxTime=1111 testNbElites=3 testIterationElites=TRUE", { skip_on_cran() - generate.set.seed() + generate_set_seed() time.irace(maxTime = 1111, testNbElites=3, testIterationElites=TRUE) }) diff --git a/tests/testthat/test-multi_irace.R b/tests/testthat/test-multi_irace.R index 3b82f7de..332ef246 100644 --- a/tests/testthat/test-multi_irace.R +++ b/tests/testthat/test-multi_irace.R @@ -34,7 +34,7 @@ check.default.logFiles <- function(n) { test_that("multiple scenarios, multiple parameters", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() scenarios <- lapply(list(target.runner.1, target.runner.2, target.runner.3), make.scenario) parameters <- list(parameters.table.1, parameters.table.2, parameters.table.3) @@ -48,7 +48,7 @@ test_that("multiple scenarios, multiple parameters", { test_that("one scenario, multiple parameters", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() scenarios <- list(make.scenario(target.runner.1)) dummy_parameters_names <- c("dummy1", "dummy2", "dummy3") @@ -63,7 +63,7 @@ test_that("one scenario, multiple parameters", { test_that("multiple scenarios, one parameters", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() scenarios <- lapply(list(100, 500, 1000), function(maxExperiments) make.scenario(target.runner.1, maxExperiments) ) parameters <- list(parameters.table.1) @@ -76,7 +76,7 @@ test_that("multiple scenarios, one parameters", { test_that("one scenario, one parameters, multiple n", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() scenarios <- list(make.scenario(target.runner.1)) parameters <- list(parameters.table.1) @@ -88,7 +88,7 @@ test_that("one scenario, one parameters, multiple n", { test_that("multiple scenarios, multiple parameters, multiple n", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() scenarios <- lapply(list(target.runner.1, target.runner.2, target.runner.3), make.scenario) parameters <- list(parameters.table.1, parameters.table.2, parameters.table.3) @@ -101,7 +101,7 @@ test_that("multiple scenarios, multiple parameters, multiple n", { test_that("logFile not in execDir", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() execDir <- path_rel2abs("./multi_irace_execDir") logFileDir <- path_rel2abs("./multi_irace_logFileDir") diff --git a/tests/testthat/test-repair.R b/tests/testthat/test-repair.R index fd46a74b..332da160 100644 --- a/tests/testthat/test-repair.R +++ b/tests/testthat/test-repair.R @@ -64,13 +64,13 @@ repair_order <- function(configuration, parameters) } test_that("repair: sum to one", { - generate.set.seed() + generate_set_seed() confs <- repair_irace(target_sum2one, repair_sum2one) expect_equal(unique(apply(confs[, c("p1", "p2", "p3")], 1L, sum)), 1) }) test_that("repair: increasing order", { - generate.set.seed() + generate_set_seed() confs <- repair_irace(target_order, repair_order) expect_true(all(apply(confs[, c("p1", "p2", "p3")], 1L, diff) >= 0)) }) diff --git a/tests/testthat/test-sann-irace.R b/tests/testthat/test-sann-irace.R index 96d245b4..fa631f9a 100644 --- a/tests/testthat/test-sann-irace.R +++ b/tests/testthat/test-sann-irace.R @@ -76,14 +76,14 @@ sann.irace <- function(log.param=FALSE, ...) test_that("parallel", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) sann.irace(instances = weights, parallel = test_irace_detectCores()) }) test_that("parallel reject", { # Reproducible results - generate.set.seed() + generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) sann.irace(instances = weights, parallel = test_irace_detectCores(), targetRunner = target_runner_reject) }) @@ -91,7 +91,7 @@ test_that("parallel reject", { test_that("deterministic", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) sann.irace(deterministic = TRUE, instances = weights[1:7]) }) @@ -99,7 +99,7 @@ test_that("deterministic", { test_that("log", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) sann.irace(log.param=TRUE, instances = weights) }) @@ -107,7 +107,7 @@ test_that("log", { test_that("large newInstances", { skip_on_cran() # Reproducible results - generate.set.seed() + generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) sann.irace(instances = weights, elitistNewInstances = 6, elitistLimit = 2) }) diff --git a/tests/testthat/test-targeteval.R b/tests/testthat/test-targeteval.R index f3009c95..186c8b76 100644 --- a/tests/testthat/test-targeteval.R +++ b/tests/testthat/test-targeteval.R @@ -13,7 +13,7 @@ parameters <- readParameters(text = ' algorithm "--" c (as,mmas,eas,ras,acs) ') - generate.set.seed() + generate_set_seed() scenario <- checkScenario(list( targetRunner = target.runner, targetEvaluator = target.evaluator, maxExperiments = 200, instances = runif(100), From 94ff4c7798795545059ed273ae02682895591d27 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 15:17:49 +0000 Subject: [PATCH 023/127] * Makefile: make test TEST=, instead of make check TEST=. --- Makefile | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/Makefile b/Makefile index bcf2207b..83d8d3dd 100644 --- a/Makefile +++ b/Makefile @@ -30,7 +30,8 @@ help: @echo "install install the package" @echo "build build the package as a tar.gz file" @echo "check build the package and run 'R CMD check'" - @echo "check TEST=x run test called test-x.R" + @echo "test run all tests under testthat" + @echo "test TEST=x run test called test-x.R" @echo "rsync copy the package and install it on $(RNODE)" @echo "cran build the package and run 'R CMD check --as-cran'" @echo "winbuild submit the package to the WINDOWS builder service" @@ -108,16 +109,16 @@ releasecheck: cran $(MAKE) macbuild check: build -ifdef TEST - _R_CHECK_FORCE_SUGGESTS_=false NOT_CRAN=true $(Reval) 'devtools::test(filter="$(TEST)", stop_on_failure = TRUE)' -else test -d ./GenericWrapper4AC/build || (cd GenericWrapper4AC && python3 setup.py install --user) cd $(BINDIR) && (_R_CHECK_FORCE_SUGGESTS_=false NOT_CRAN=true R CMD check --run-donttest --timings --install-args="$(INSTALL_FLAGS)" $(PACKAGE)_$(PACKAGEVERSION).tar.gz; cat $(PACKAGE).Rcheck/$(PACKAGE)-Ex.timings) -endif -# Using testthat nicer output +# Using testthat nicer output. test: clean +ifdef TEST + _R_CHECK_FORCE_SUGGESTS_=false NOT_CRAN=true $(Reval) 'devtools::test(filter="$(TEST)", stop_on_failure = TRUE)' +else _R_CHECK_FORCE_SUGGESTS_=false NOT_CRAN=true $(Reval) 'testthat::test_local(stop_on_failure = TRUE)' +endif clean: cd $(PACKAGEDIR) && (./cleanup; make -C src -f Makevars clean) From 75fb8d71aa8bd4236c1a20de04783049fa1286b6 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 15:18:30 +0000 Subject: [PATCH 024/127] * R/psRace.R: Add code to debug intermittent bug. --- R/psRace.R | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/R/psRace.R b/R/psRace.R index e5a5acd8..939463f4 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -92,6 +92,14 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli # Let's try first to evaluate on new instances. conf_needs_blocksize <- conf_needs + blockSize left <- sapply(combs, function(x) max_experiments - sum(conf_needs_blocksize[x]), USE.NAMES=FALSE) + irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), + eval_after= { + cat("n combs: ", n, "\nmax_experiments: ", max_experiments, "\n") + print(combs) + cat("conf_needs: ", paste0(conf_needs, collapse=", "), "\n") + save(iraceResults, file="bug-conf_ids.Rdata") + }) + if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. # Select the combination that will allow to evaluate the most configurations. combs <- combs[left >= 0] From bf7a483bd3cbe9ee0ea6e93cb1928d32ac01f1c3 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 17:56:47 +0000 Subject: [PATCH 025/127] * R/psRace.R: Fix bug in calculation of combs. --- R/psRace.R | 34 +++++++++++++++++++++----------- R/race.R | 8 ++++---- tests/testthat/test-raceconfs.R | 32 +++++++++++++++++------------- tests/testthat/test-targeteval.R | 6 +++--- 4 files changed, 48 insertions(+), 32 deletions(-) diff --git a/R/psRace.R b/R/psRace.R index 939463f4..ca3cc707 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -83,27 +83,39 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") return(conf_ids) } - if (length(conf_needs) > 21L) { - conf_needs <- conf_needs[1L:21L] + max_confs <- 16L + if (length(conf_needs) > max_confs) { + conf_needs <- conf_needs[seq_len(max_confs)] + } else { + max_confs <- length(conf_needs) } - # We want to race at least two configurations. - combs <- lapply(seq(3L, as.integer(2^22) - 1L, 2L), function(z) as.logical(intToBits(z))) - n <- sapply(combs, sum, USE.NAMES=FALSE) + # We want to race at least two configurations, so we generate all + # integers between 3 and 2^max_confs - 1L that are not powers of 2, then convert + # it to a bit-string then to a logical vector. + generate_combs <- function(max_confs) { + max_pow <- as.integer(2^max_confs) + pow_2 <- as.integer(2L^(0L:(max_confs-1L))) + s <- c(seq.int(3L, max_pow - 1L, 2L), + setdiff(seq.int(6L, max_pow - 2L, 2L), + pow_2[-1L:-3L])) + lapply(s, function(z) as.logical((z %/% pow_2) %% 2L)) + } + combs <- generate_combs(max_confs) # Let's try first to evaluate on new instances. - conf_needs_blocksize <- conf_needs + blockSize + conf_needs_blocksize <- conf_needs + blockSize left <- sapply(combs, function(x) max_experiments - sum(conf_needs_blocksize[x]), USE.NAMES=FALSE) irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), eval_after= { - cat("n combs: ", n, "\nmax_experiments: ", max_experiments, "\n") - print(combs) - cat("conf_needs: ", paste0(conf_needs, collapse=", "), "\n") + cat("max_experiments: ", max_experiments, "\n") + cat("length(left): ", length(left), "\n") + cat("sum(is.na(left)): ", sum(is.na(left)), "\n") save(iraceResults, file="bug-conf_ids.Rdata") }) if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. # Select the combination that will allow to evaluate the most configurations. combs <- combs[left >= 0] - n <- n[left >= 0] + n <- sapply(combs, sum, USE.NAMES=FALSE) winner <- which.max(n) conf_needs <- conf_needs[combs[[winner]]] conf_ids <- names(conf_needs) @@ -116,7 +128,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli irace.assert(any(left >= 0), eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) # Select the combination that will allow to evaluate the most configurations. combs <- combs[left >= 0] - n <- n[left >= 0] + n <- sapply(combs, sum, USE.NAMES=FALSE) winner <- which.max(n) conf_needs <- conf_needs[combs[[winner]]] conf_ids <- names(conf_needs) diff --git a/R/race.R b/R/race.R index 2b497acb..95ad92d2 100644 --- a/R/race.R +++ b/R/race.R @@ -115,8 +115,8 @@ aux2.friedman <- function(y, I, alive, conf.level = 0.95) t <- qt(1 - alpha / 2, df = (n - 1) * (k - 1)) * (2 * (n * A - sum(R^2)) / ((n - 1) * (k - 1)))^(1 / 2) J <- best - for (j in 2:k) { - if (abs(R[o[j]] - R[o[1]]) > t) { + for (j in 2L:k) { + if (abs(R[o[j]] - R[o[1L]]) > t) { break } else { J <- c(J, I[o[j]]) @@ -141,8 +141,8 @@ aux_friedman <- function(results, alive, which_alive, conf.level) dropped.any <- TRUE PVAL <- 0 # If only 2 configurations are left, switch to Wilcoxon - V1 <- results[, which_alive[1]] - V2 <- results[, which_alive[2]] + V1 <- results[, which_alive[1L]] + V2 <- results[, which_alive[2L]] diffs <- V1 - V2 # Avoid the test if the answer is obvious if (all(diffs <= 0)) { diff --git a/tests/testthat/test-raceconfs.R b/tests/testthat/test-raceconfs.R index 1df14e8d..cc0f7dc7 100644 --- a/tests/testthat/test-raceconfs.R +++ b/tests/testthat/test-raceconfs.R @@ -17,19 +17,23 @@ L-BFGS-B DE DE SLSQP DE DE ' -target.runner <- function(experiment, scenario) - return(list(cost = 100, call = toString(experiment))) +target_runner <- function(experiment, scenario) + list(cost = 100, call = toString(experiment)) - withr::with_options(list(warning=2), { - parameters <- readParameters(text=parameters_txt) - initconfs <- readConfigurationsFile(text=confs_txt, parameters=parameters) - scenario <- list(targetRunner = target.runner, - instances=1:10, - nbConfigurations=8, - maxExperiments = 96, logFile = "", - initConfigurations=initconfs, - parameters = parameters) - scenario <- checkScenario (scenario) - confs <- irace(scenario = scenario) - }) +withr::with_options(list(warning=2), { + parameters <- readParameters(text=parameters_txt) + initconfs <- readConfigurationsFile(text=confs_txt, parameters=parameters) + scenario <- list(targetRunner = target_runner, + instances = 1:10, + nbConfigurations = 8, + maxExperiments = 96, logFile = "", + initConfigurations = initconfs, + parameters = parameters) + scenario <- checkScenario (scenario) + confs <- irace(scenario = scenario) + confs <- data.table::as.data.table(removeConfigurationsMetaData(confs)) + initconfs <- data.table::as.data.table(initconfs) + expect_equal(nrow(data.table::fsetdiff(confs, initconfs)), 0L) }) + +}) # withr::with_output_sink() diff --git a/tests/testthat/test-targeteval.R b/tests/testthat/test-targeteval.R index 186c8b76..76936a94 100644 --- a/tests/testthat/test-targeteval.R +++ b/tests/testthat/test-targeteval.R @@ -2,10 +2,10 @@ withr::with_output_sink("test-targeteval.Rout", { test_that("target.evaluator", { -target.runner <- function(experiment, scenario) +target_runner <- function(experiment, scenario) list(call = toString(experiment)) -target.evaluator <- function(experiment, num_configurations, all_conf_id, +target_evaluator <- function(experiment, num_configurations, all_conf_id, scenario, target_runner_call) list(cost = runif(1), call = toString(experiment)) @@ -15,7 +15,7 @@ algorithm "--" c (as,mmas,eas,ras,acs) generate_set_seed() scenario <- checkScenario(list( - targetRunner = target.runner, targetEvaluator = target.evaluator, + targetRunner = target_runner, targetEvaluator = target_evaluator, maxExperiments = 200, instances = runif(100), parameters = parameters)) irace:::checkTargetFiles(scenario = scenario) From 29a4375c846b0cc2f41dec24e6de14192302fead Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 19:39:20 +0000 Subject: [PATCH 026/127] * tests/testthat/: Minor improvements to tests. --- tests/testthat/helper-common.R | 3 +-- tests/testthat/test-bug-blocksize.R | 4 ++-- tests/testthat/test-sann-irace.R | 12 ++++++------ 3 files changed, 9 insertions(+), 10 deletions(-) diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index 199065eb..ad53b142 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -26,7 +26,6 @@ system_os_is_windows <- function() .Platform$OS.type == "windows" ## Functions ########################################################## f_ackley <- function (x,y, nsize = 0.01) { - # Transformation of parameter values # from [0,1] to [vmin,vmax] vmin <- -5 @@ -49,7 +48,7 @@ f_ackley <- function (x,y, nsize = 0.01) { } f_goldestein_price <- function (x,y, nsize = 0.01) { - # Trasfomation of parameter values + # Transformation of parameter values # from [0,1] to [vmin,vmax] vmin <- -2 vmax <- 2 diff --git a/tests/testthat/test-bug-blocksize.R b/tests/testthat/test-bug-blocksize.R index 5e429aec..b59cab54 100644 --- a/tests/testthat/test-bug-blocksize.R +++ b/tests/testthat/test-bug-blocksize.R @@ -15,13 +15,13 @@ elitistants "--elitistants " i (1, 750) | algorithm == "eas" nnls "--nnls " i (5, 50) | localsearch %in% c(1,2,3) dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) ' -target.runner <- function(experiment, scenario) +target_runner <- function(experiment, scenario) list(cost = 100 + rnorm(1, 0, 0.1), call = toString(experiment)) parameters <- irace:::readParameters(text=parameters_txt) withr::with_options(list(warning=2), { - scenario <- list(targetRunner = target.runner, + scenario <- list(targetRunner = target_runner, instances=1:5, firstTest=5*5, eachTest=5, sampleInstances=FALSE, maxExperiments = 5000, logFile = "", diff --git a/tests/testthat/test-sann-irace.R b/tests/testthat/test-sann-irace.R index fa631f9a..889658f8 100644 --- a/tests/testthat/test-sann-irace.R +++ b/tests/testthat/test-sann-irace.R @@ -44,7 +44,7 @@ target_runner_reject <- function(experiment, scenario) } ## Run function ######################################################## -sann.irace <- function(log.param=FALSE, ...) +sann_irace <- function(log.param=FALSE, ...) { args <- list(...) @@ -78,14 +78,14 @@ test_that("parallel", { # Reproducible results generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) - sann.irace(instances = weights, parallel = test_irace_detectCores()) + sann_irace(instances = weights, parallel = test_irace_detectCores()) }) test_that("parallel reject", { # Reproducible results generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) - sann.irace(instances = weights, parallel = test_irace_detectCores(), targetRunner = target_runner_reject) + sann_irace(instances = weights, parallel = test_irace_detectCores(), targetRunner = target_runner_reject) }) test_that("deterministic", { @@ -93,7 +93,7 @@ test_that("deterministic", { # Reproducible results generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) - sann.irace(deterministic = TRUE, instances = weights[1:7]) + sann_irace(deterministic = TRUE, instances = weights[1:7]) }) test_that("log", { @@ -101,7 +101,7 @@ test_that("log", { # Reproducible results generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) - sann.irace(log.param=TRUE, instances = weights) + sann_irace(log.param=TRUE, instances = weights) }) test_that("large newInstances", { @@ -109,7 +109,7 @@ test_that("large newInstances", { # Reproducible results generate_set_seed() weights <- rnorm(200, mean = 0.9, sd = 0.02) - sann.irace(instances = weights, elitistNewInstances = 6, elitistLimit = 2) + sann_irace(instances = weights, elitistNewInstances = 6, elitistLimit = 2) }) }) # withr::with_output_sink() From a8a520d5c5e274d8e6e449ab81621ea5b5a811ad Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 19:50:31 +0000 Subject: [PATCH 027/127] * tests/testthat/test-bug-blocksize.R: Delete. Move into... * tests/testthat/test-bug-10.R: ... here. --- tests/testthat/test-bug-10.R | 38 +++++++++++++++++++++++------ tests/testthat/test-bug-blocksize.R | 36 --------------------------- 2 files changed, 31 insertions(+), 43 deletions(-) delete mode 100644 tests/testthat/test-bug-blocksize.R diff --git a/tests/testthat/test-bug-10.R b/tests/testthat/test-bug-10.R index 21ce7bb0..16064853 100644 --- a/tests/testthat/test-bug-10.R +++ b/tests/testthat/test-bug-10.R @@ -1,7 +1,5 @@ -# https://github.com/MLopez-Ibanez/irace/issues/10 withr::with_output_sink("test-bug-10.Rout", { -test_that("bug 10", { - skip_on_cran() + parameters_txt <- ' algorithm "--" c (as,mmas,eas,ras,acs) localsearch "--localsearch " c (0, 1, 2, 3) @@ -15,13 +13,38 @@ elitistants "--elitistants " i (1, 750) | algorithm == "eas" nnls "--nnls " i (5, 50) | localsearch %in% c(1,2,3) dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) ' -target.runner <- function(experiment, scenario) - list(cost = 100, call = toString(experiment)) parameters <- irace:::readParameters(text=parameters_txt) +test_that("bug blocksize", { + skip_on_cran() + + target_runner <- function(experiment, scenario) + list(cost = 100 + rnorm(1, 0, 0.1), call = toString(experiment)) + +withr::with_options(list(warning=2), { + scenario <- list(targetRunner = target_runner, + instances=1:5, firstTest=5*5, eachTest=5, + sampleInstances=FALSE, + maxExperiments = 5000, logFile = "", + elitistNewInstances = 1, + elitist = TRUE, + parameters = parameters) + scenario <- checkScenario (scenario) + confs <- irace(scenario = scenario) + expect_false(is.null(confs)) +}) +}) + +# https://github.com/MLopez-Ibanez/irace/issues/10 +test_that("bug 10", { + skip_on_cran() + + target_runner <- function(experiment, scenario) + list(cost = 100, call = toString(experiment)) + withr::with_options(list(warning=2), { - scenario <- list(targetRunner = target.runner, + scenario <- list(targetRunner = target_runner, instances=1:10, maxExperiments = 5000, logFile = "", deterministic = TRUE, @@ -34,4 +57,5 @@ withr::with_options(list(warning=2), { expect_false(is.null(confs)) }) }) -}) + +}) # withr::with_output_sink diff --git a/tests/testthat/test-bug-blocksize.R b/tests/testthat/test-bug-blocksize.R deleted file mode 100644 index b59cab54..00000000 --- a/tests/testthat/test-bug-blocksize.R +++ /dev/null @@ -1,36 +0,0 @@ -# https://github.com/MLopez-Ibanez/irace/issues/10 -withr::with_output_sink("test-bug-blocksize.Rout", { -test_that("bug blocksize", { - skip_on_cran() -parameters_txt <- ' -algorithm "--" c (as,mmas,eas,ras,acs) -localsearch "--localsearch " c (0, 1, 2, 3) -alpha "--alpha " r (0.00, 5.00) -beta "--beta " r (0.00, 10.00) -rho "--rho " r (0.01, 1.00) -ants "--ants " i (5, 100) -q0 "--q0 " r (0.0, 1.0) | algorithm == "acs" -rasrank "--rasranks " i (1, 100) | algorithm == "ras" -elitistants "--elitistants " i (1, 750) | algorithm == "eas" -nnls "--nnls " i (5, 50) | localsearch %in% c(1,2,3) -dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) -' -target_runner <- function(experiment, scenario) - list(cost = 100 + rnorm(1, 0, 0.1), call = toString(experiment)) - -parameters <- irace:::readParameters(text=parameters_txt) - -withr::with_options(list(warning=2), { - scenario <- list(targetRunner = target_runner, - instances=1:5, firstTest=5*5, eachTest=5, - sampleInstances=FALSE, - maxExperiments = 5000, logFile = "", - elitistNewInstances = 1, - elitist = TRUE, - parameters = parameters) - scenario <- checkScenario (scenario) - confs <- irace(scenario = scenario) - expect_false(is.null(confs)) -}) -}) -}) From a74975f4a0af09f20cd50e13af99853aea25cd99 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 20:47:12 +0000 Subject: [PATCH 028/127] * R/psRace.R: More robust post-selection. --- R/psRace.R | 132 ++++++++++++++++++-------------- R/race.R | 31 ++++---- tests/testthat/test-blocksize.R | 1 - 3 files changed, 89 insertions(+), 75 deletions(-) diff --git a/R/psRace.R b/R/psRace.R index ca3cc707..c982ddd0 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -57,8 +57,32 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli irace.assert(scenario$maxTime == 0) which_max_last <- function(x) 1L + length(x) - which.max(rev(x)) + + # We want to race at least two configurations, so we generate all + # integers between 3 and 2^max_confs - 1L that are not powers of 2, then convert + # it to a bit-string then to a logical vector. + generate_combs_2 <- function(max_confs) { + max_pow <- as.integer(2^max_confs) + pow_2 <- as.integer(2L^(0L:(max_confs-1L))) + s <- seq.int(3L, max_pow - 1L, 2L) + if (max_pow >= 8L) + s <- c(s, setdiff(seq.int(6L, max_pow - 2L, 2L), pow_2[-1L:-3L])) + lapply(s, function(z) as.logical((z %/% pow_2) %% 2L)) + } + # A version of the above that is not limited to two configurations. + generate_combs_1 <- function(max_confs) { + max_pow <- as.integer(2^max_confs) + pow_2 <- as.integer(2L^(0L:(max_confs-1L))) + lapply(seq.int(1L, max_pow - 1L, 1L), + function(z) as.logical((z %/% pow_2) %% 2L)) + } + # FIXME: Is this really faster than head(x, n=max_len) ? + truncate_conf_needs <- function(x, max_len) { + if (length(x) <= max_len) return(x) + x[seq_len(max_len)] + } - get_confs_for_psrace <- function(iraceResults, blockSize, iteration_elites, max_experiments, conf_ids, rejected_ids) { + get_confs_for_psrace <- function(iraceResults, iteration_elites, max_experiments, conf_ids, rejected_ids) { allElites <- iraceResults$allElites experiments <- iraceResults$experiments conf_ids <- if (iteration_elites) unlist(rev(allElites)) else allElites[[length(allElites)]] @@ -71,73 +95,66 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- setdiff(conf_ids, rejected_ids) experiments <- experiments[, conf_ids, drop = FALSE] conf_needs <- matrixStats::colCounts(experiments, value = NA) + n_done <- nrow(experiments) - min(conf_needs) # Remove any configuration that needs more than max_experiments. conf_needs <- conf_needs[conf_needs <= max_experiments] - # We want to evaluate in at least scenario$blockSize instances more. - n_confs <- floor(max_experiments / blockSize) - # If we have n_confs that have been evaluated in all instances, select those. - if (sum(conf_needs == 0L) >= n_confs) { - conf_needs <- conf_needs[conf_needs == 0L][1:n_confs] - conf_ids <- names(conf_needs) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") - return(conf_ids) - } - max_confs <- 16L - if (length(conf_needs) > max_confs) { - conf_needs <- conf_needs[seq_len(max_confs)] - } else { - max_confs <- length(conf_needs) - } - # We want to race at least two configurations, so we generate all - # integers between 3 and 2^max_confs - 1L that are not powers of 2, then convert - # it to a bit-string then to a logical vector. - generate_combs <- function(max_confs) { - max_pow <- as.integer(2^max_confs) - pow_2 <- as.integer(2L^(0L:(max_confs-1L))) - s <- c(seq.int(3L, max_pow - 1L, 2L), - setdiff(seq.int(6L, max_pow - 2L, 2L), - pow_2[-1L:-3L])) - lapply(s, function(z) as.logical((z %/% pow_2) %% 2L)) - } - combs <- generate_combs(max_confs) - # Let's try first to evaluate on new instances. - conf_needs_blocksize <- conf_needs + blockSize - left <- sapply(combs, function(x) max_experiments - sum(conf_needs_blocksize[x]), USE.NAMES=FALSE) - irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), - eval_after= { - cat("max_experiments: ", max_experiments, "\n") - cat("length(left): ", length(left), "\n") - cat("sum(is.na(left)): ", sum(is.na(left)), "\n") - save(iraceResults, file="bug-conf_ids.Rdata") - }) - - if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. - # Select the combination that will allow to evaluate the most configurations. - combs <- combs[left >= 0] - n <- sapply(combs, sum, USE.NAMES=FALSE) - winner <- which.max(n) - conf_needs <- conf_needs[combs[[winner]]] - conf_ids <- names(conf_needs) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") - return(conf_ids) + scenario <- iraceResults$scenario + if (!scenario$deterministic || n_done < length(scenario$instances)) { + # We want to evaluate in at least n_new instances more. + n_new <- max(scenario$blockSize, scenario$eachTest) + n_confs <- floor(max_experiments / n_new) + # If we have n_confs that have been evaluated in all instances, select those. + if (n_confs > 1L && sum(conf_needs == 0L) >= n_confs) { + conf_needs <- conf_needs[conf_needs == 0L][1:n_confs] + conf_ids <- names(conf_needs) + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + return(conf_ids) + } + # Let's try first to evaluate on new instances. + conf_needs_new <- truncate_conf_needs(conf_needs + n_new, max_len = 16L) + combs <- generate_combs_2(length(conf_needs_new)) + left <- sapply(combs, function(x) max_experiments - sum(conf_needs_new[x]), USE.NAMES=FALSE) + irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), + eval_after= { + cat("max_experiments: ", max_experiments, "\n") + cat("length(left): ", length(left), "\n") + cat("sum(is.na(left)): ", sum(is.na(left)), "\n") + save(iraceResults, file="bug-conf_ids.Rdata") + }) + + if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. + # Select the combination that will allow to evaluate the most configurations. + combs <- combs[left >= 0] + n <- sapply(combs, sum, USE.NAMES=FALSE) + winner <- which.max(n) + conf_needs <- conf_needs[combs[[winner]]] + conf_ids <- names(conf_needs) + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + return(conf_ids) + } } - # We do not have enough budget to see new instances. + # We do not have enough budget to see new instances, so we need consider + # at least 1 configuration that has NA values, but we still include the + # configurations that have been evaluated on all instances. + conf_needs_zero <- conf_needs[conf_needs == 0L] + conf_needs <- truncate_conf_needs(conf_needs[conf_needs > 0L], 16L) + combs <- generate_combs_1(length(conf_needs)) left <- sapply(combs, function(x) max_experiments - sum(conf_needs[x]), USE.NAMES=FALSE) irace.assert(any(left >= 0), eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) - # Select the combination that will allow to evaluate the most configurations. + # Select the combination that will allow us to evaluate the most configurations. combs <- combs[left >= 0] n <- sapply(combs, sum, USE.NAMES=FALSE) winner <- which.max(n) - conf_needs <- conf_needs[combs[[winner]]] + conf_needs <- c(conf_needs_zero, conf_needs[combs[[winner]]]) conf_ids <- names(conf_needs) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") return(conf_ids) } - conf_ids <- get_confs_for_psrace(iraceResults, scenario$blockSize, iteration_elites, - max_experiments, conf_ids = conf_ids, rejected_ids = race_state$rejected_ids) + conf_ids <- get_confs_for_psrace(iraceResults, iteration_elites, max_experiments, + conf_ids = conf_ids, rejected_ids = race_state$rejected_ids) irace.assert(length(conf_ids) > 1L, eval_after = { # Debug what happened if the assert failed. rejected_ids <- race_state$rejected_ids @@ -176,8 +193,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli # Generate new instances. generateInstances(race_state, scenario, max_experiments / nrow(elite_configurations), update = TRUE) - elite_data <- if (scenario$elitist) - iraceResults$experiments[, as.character(elite_configurations[[".ID."]]), drop=FALSE] else NULL + elite_data <- iraceResults$experiments[, as.character(elite_configurations[[".ID."]]), drop=FALSE] race_state$next_instance <- nrow(iraceResults$experiments) + 1L cat(sep="", @@ -186,6 +202,8 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli "\n# Available experiments: ", max_experiments, "\n# minSurvival: 1\n") + # FIXME: elitist_race should not require setting this, but it currently does. + scenario$elitist <- TRUE raceResults <- elitist_race(race_state, maxExp = max_experiments, minSurvival = 1L, diff --git a/R/race.R b/R/race.R index 95ad92d2..4f11090d 100644 --- a/R/race.R +++ b/R/race.R @@ -33,9 +33,7 @@ createExperimentList <- function(configurations, parameters, instances, instances_ID, seeds, bounds) { - instances <- instances[instances_ID] n_configurations <- nrow(configurations) - n_instances <- length(instances) configurations_id <- configurations[[".ID."]] pnames <- parameters$names configurations <- as.list(configurations[, pnames, drop=FALSE]) @@ -51,6 +49,8 @@ createExperimentList <- function(configurations, parameters, dots$bound <- bounds } configurations <- .mapply(list, dots = dots, MoreArgs = NULL) + instances <- instances[instances_ID] + n_instances <- length(instances) instances <- .mapply(list, dots = list(id_instance = instances_ID, seed = seeds, instance = instances), MoreArgs = NULL) @@ -65,8 +65,11 @@ createExperimentList <- function(configurations, parameters, ## bounds: execution bounds (NULL if not needed). ## which_exps: Which experiments really need to be executed. race_wrapper <- function(race_state, configurations, instance_idx, bounds, - which_exps, scenario) + which_exps, + # FIXME: race_state already contains scenario but it is not update with scenario$instances + scenario) { + # Experiment list to execute experiments <- createExperimentList(configurations, parameters = scenario$parameters, instances = scenario$instances, @@ -390,7 +393,7 @@ instanceBound <- function(data, type="median") ## elites: index of elite configurations ## alive: bolean array of alive configurations ## eps: constant added to the bound to account for the measuring precision -dom.elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) +dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) { irace.assert(sum(alive) >= minSurvival) which_alive <- which(alive) @@ -399,7 +402,7 @@ dom.elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) # When there are no protected elites left, select the best configurations to # calculate the bounds. This is quite aggressive and another alternative - # would be to disable dom.elim when elites == 0. + # would be to disable dom_elim when elites == 0. if (length(elites) == 0) { # In the case we have only two alive configurations only one can be elite. if (sum(alive) <= 2L) @@ -549,7 +552,7 @@ generateTimeMatrix <- function(elite_ids, experiment_log) as.matrix(resultsTime[, as.character(elite_ids), drop = FALSE]) } -race <- function(race_state, maxExp = 0L, +race <- function(race_state, maxExp, minSurvival = 1L, configurations, scenario) @@ -560,7 +563,7 @@ race <- function(race_state, maxExp = 0L, scenario = scenario, elitist_new_instances = 0L) -elitist_race <- function(race_state, maxExp = 0L, +elitist_race <- function(race_state, maxExp, minSurvival = 1L, elite.data = NULL, configurations, @@ -583,14 +586,8 @@ elitist_race <- function(race_state, maxExp = 0L, is_rejected <- rep(FALSE, n_configurations) ## FIXME: Remove argument checking. This must have been done by the caller. - # Check argument: maxExp - if (!missing(maxExp) - && (!is.numeric(maxExp) || length(maxExp)!=1L || !is.finite(maxExp))) - stop("maxExp must be an single number") - maxExp <- if (maxExp > 0) floor(maxExp) else 0L - if (maxExp && n_configurations > maxExp) - irace.error("Max number of experiments is smaller than number of configurations") - + irace.assert(maxExp > 0L) + if (n_configurations <= minSurvival) { irace.error("Not enough configurations (", n_configurations, ") for a race (minSurvival=", minSurvival, ")") @@ -1057,8 +1054,8 @@ elitist_race <- function(race_state, maxExp = 0L, # rejection. The third condition ensures that we see the block before capping. if (capping && sum(alive) > minSurvival && (current_task %% blockSize) == 0L) { irace.assert(!any(is_elite > 0) == (current_task >= elite_safe)) - cap.alive <- dom.elim(Results[seq_len(current_task), , drop = FALSE], - # Get current elite configurations + cap.alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], + # Get current elite configurations. elites = which(is_elite > 0L), alive, scenario, minSurvival) cap.dropped <- sum(alive) > sum(cap.alive) diff --git a/tests/testthat/test-blocksize.R b/tests/testthat/test-blocksize.R index d04b8349..cbb587b6 100644 --- a/tests/testthat/test-blocksize.R +++ b/tests/testthat/test-blocksize.R @@ -19,7 +19,6 @@ cap_irace <- function(...) parameters = parameters) scenario <- modifyList(scenario, args) scenario <- checkScenario (scenario) - confs <- irace(scenario = scenario) best.conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), From d8da63836fedefd10414825ca81060cc5e58edc9 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 20:58:00 +0000 Subject: [PATCH 029/127] * R/ablation.R: Call stop_parallel(). --- R/ablation.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/ablation.R b/R/ablation.R index e14b4b52..d3881c80 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -399,7 +399,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, irace.note("Executing source and target configurations on the given instances * nrep (", nrow(race_state$instances_log), ")...\n") race_state$start_parallel(scenario) - on.exit(race_state$start_parallel(scenario), add = TRUE) + on.exit(race_state$stop_parallel(), add = TRUE) target.output <- execute_experiments(race_state, experiments, scenario) if (!is.null(scenario$targetEvaluator)) target.output <- execute_evaluator (race_state$target_evaluator, experiments, scenario, target.output, From e56581f552fcb392ca14a97817d6c383d616d7f0 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 20:58:49 +0000 Subject: [PATCH 030/127] * NEWS.md: A few updates. --- NEWS.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 6a93496b..a85324d1 100644 --- a/NEWS.md +++ b/NEWS.md @@ -21,7 +21,10 @@ * Fixed some typos in the user guide. (@sbomsdorf) - + * Fixed several bugs in post-selection. + + * Fix bug in `ablation()` not calling `stop_parallel()`. + # irace 4.0 ## Major breaking changes From a701386f6ab0e62987529db11eaba735ff767827 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 22:02:17 +0000 Subject: [PATCH 031/127] Use more precise NA types. --- R/ablation.R | 8 ++++---- R/readParameters.R | 6 +++--- R/scenario.R | 4 ++-- R/utils.R | 4 ++-- 4 files changed, 11 insertions(+), 11 deletions(-) diff --git a/R/ablation.R b/R/ablation.R index d3881c80..23a6a5c7 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -400,13 +400,13 @@ ablation <- function(iraceResults, src = 1L, target = NULL, race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) - target.output <- execute_experiments(race_state, experiments, scenario) + target_output <- execute_experiments(race_state, experiments, scenario) if (!is.null(scenario$targetEvaluator)) - target.output <- execute_evaluator (race_state$target_evaluator, experiments, scenario, target.output, + target_output <- execute_evaluator (race_state$target_evaluator, experiments, scenario, target_output, src_configuration) # Save results - output <- sapply(target.output, getElement, "cost") - results <- matrix(NA, ncol = 1L, nrow = nrow(race_state$instances_log), + output <- sapply(target_output, getElement, "cost") + results <- matrix(NA_real_, ncol = 1L, nrow = nrow(race_state$instances_log), dimnames = list(seq_nrow(race_state$instances_log), 1L)) results[,1L] <- output[seq_nrow(race_state$instances_log)] lastres <- output[(nrow(race_state$instances_log)+1L):(2L * nrow(race_state$instances_log))] diff --git a/R/readParameters.R b/R/readParameters.R index d0c94b03..8c7d6024 100644 --- a/R/readParameters.R +++ b/R/readParameters.R @@ -85,7 +85,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) { if (missing(file) && !missing(text)) { - filename <- NA + filename <- NA_character_ file <- textConnection(text) on.exit(close(file)) } else if (is.character(file)) { @@ -411,11 +411,11 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) matches <- regmatches(lines[k], regexec(regex_cond, lines[k], perl=TRUE))[[1L]] stopifnot(length(matches) > 0) - lines[k] <- NA + lines[k] <- NA_character_ conditions[[matches[[2L]]]] <- matches[[3L]] } else if (grepl(regex_forbidden, lines[k], perl=TRUE)) { forbidden <- c(forbidden, sub(regex_forbidden, "\\1", lines[k], perl=TRUE)) - lines[k] <- NA + lines[k] <- NA_character_ } } diff --git a/R/scenario.R b/R/scenario.R index ad00750d..06f60dc8 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -228,7 +228,7 @@ checkScenario <- function(scenario = defaultScenario()) realParams <- .irace.params.def[.irace.params.def[, "type"] == "r", "name"] for (param in realParams) { if (is.null.or.empty(scenario[[param]])) - scenario[[param]] <- NA + scenario[[param]] <- NA_real_ if (is.na(scenario[[param]])) next # Allow NA default values scenario[[param]] <- suppressWarnings(as.numeric(scenario[[param]])) @@ -243,7 +243,7 @@ checkScenario <- function(scenario = defaultScenario()) for (param in intParams) { p <- scenario[[param]] if (is.null.or.empty(p)) - scenario[[param]] <- NA + scenario[[param]] <- NA_integer_ if (is.na(scenario[[param]])) next # Allow NA default values p <- suppressWarnings(as.numeric(p)) diff --git a/R/utils.R b/R/utils.R index d373be74..e604969a 100644 --- a/R/utils.R +++ b/R/utils.R @@ -347,7 +347,7 @@ concordance <- function(data) n <- nrow(data) #judges k <- ncol(data) #objects if (n <= 1L || k <= 1L) - return(list(kendall.w = NA, spearman.rho = NA)) + return(list(kendall.w = NA_real_, spearman.rho = NA_real_)) # Get rankings by rows (per instance) r <- rowRanks(data, ties.method = "average") @@ -386,7 +386,7 @@ dataVariance <- function(data) irace.assert (is.matrix(data) && is.numeric(data)) # LESLIE: should we rank data?? # MANUEL: We should add the option. - if (nrow(data) <= 1L || ncol(data) <= 1L) return(NA) + if (nrow(data) <= 1L || ncol(data) <= 1L) return(NA_real_) # Normalize #datamin <- apply(data,1,min,na.rm=TRUE) From 8307ee24a3053f01fb165842f9b2ad4be162c553 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 8 Dec 2024 22:02:54 +0000 Subject: [PATCH 032/127] Use more precise NA types. --- R/race-wrapper.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/race-wrapper.R b/R/race-wrapper.R index b40771c2..c8bde2db 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -112,7 +112,7 @@ check_output_target_evaluator <- function (output, scenario, target_runner_call } } if (is.null(output$time)) { - output$time <- NA + output$time <- NA_real_ } else { if (is_na_nowarn(output$time)) { err_msg <- "The time returned by targetEvaluator is not numeric!" @@ -248,7 +248,7 @@ check_output_target_runner <- function(output, scenario, bound = NULL) } if (is.null(output$time)) { - output$time <- NA + output$time <- NA_real_ } else { if (is.na(output$time)) { err_msg <- paste0("The time returned by targetRunner is not numeric!") From 5e1070db51bcf33359549f25b883ca2b5635fe2e Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 15:54:26 +0000 Subject: [PATCH 033/127] * R/utils.R (read_logfile): Use setDT on data.tables loaded from disk. --- R/utils.R | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/R/utils.R b/R/utils.R index e604969a..0765f592 100644 --- a/R/utils.R +++ b/R/utils.R @@ -524,7 +524,10 @@ read_logfile <- function(filename, name = "iraceResults") iraceResults <- get0(name, inherits=FALSE) if (!valid_iracelog(iraceResults)) irace.error("read_logfile: The file '", filename, "' does not contain the '", name, "' object.") - + + # data.table recommends doing this after loading a data.table from a file. + setDT(iraceResults$state$experiment_log) + setDT(iraceResults$state$instances_log) iraceResults } From 1b18260144433a6c31f00b5642f55012365827bc Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 16:26:27 +0000 Subject: [PATCH 034/127] * R/race-wrapper.R: Use deparse1 instead of toString. --- R/race-wrapper.R | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/R/race-wrapper.R b/R/race-wrapper.R index c8bde2db..cd7fb7a7 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -71,8 +71,7 @@ target_error <- function(err_msg, output, scenario, target_runner_call, } if (is.null(output$outputRaw)) { # Message for a function call. - # FIXME: Ideally, we should print the list as R would print it. - output$outputRaw <- toString(output) + output$outputRaw <- deparse1(output) advice_txt <- paste0( "This is not a bug in irace, but means that something failed in ", "a call to the targetRunner or targetEvaluator functions provided by the user.", @@ -603,7 +602,7 @@ execute_evaluator <- function(target_evaluator, experiments, scenario, target_ou { ## FIXME: We do not need the configurations_id argument: irace.assert(isTRUE(all.equal(configurations_id, - sapply(experiments, getElement, "id_configuration")))) + unique(sapply(experiments, getElement, "id_configuration"))))) nconfs <- length(configurations_id) # Evaluate configurations sequentially. for (k in seq_along(experiments)) { From 5ebd4cc38d0f50c5ddb3c7a1cff437bc30b4c0fd Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 16:26:49 +0000 Subject: [PATCH 035/127] * R/race.R: A few minor improvements. --- R/race.R | 29 ++++++++++++++--------------- 1 file changed, 14 insertions(+), 15 deletions(-) diff --git a/R/race.R b/R/race.R index 4f11090d..7bec6d15 100644 --- a/R/race.R +++ b/R/race.R @@ -538,6 +538,7 @@ update_elite_safe <- function(Results, is_elite) generateTimeMatrix <- function(elite_ids, experiment_log) { + # FIXME: experiment_log is already data.table, so this could be done faster. is_elite <- experiment_log[["configuration"]] %in% elite_ids # Remove everything that we don't need. experiment_log <- experiment_log[is_elite, c("configuration", "instance", "time", "bound")] @@ -571,9 +572,6 @@ elitist_race <- function(race_state, maxExp, elitist_new_instances) { blockSize <- scenario$blockSize - # FIXME: We should take this from scenario. However, this value should be - # zero for the first iteration. - ## FIXME2: Probably, instead of this, we should keep elite_safe in the race_state. stat.test <- scenario$testType conf.level <- scenario$confidence first.test <- blockSize * scenario$firstTest @@ -626,6 +624,7 @@ elitist_race <- function(race_state, maxExp, # been previously evaluated. is_elite <- rep(0L, n_configurations) + ## FIXME: Probably, instead of this, we should keep elite_safe in the race_state. if (is.null(elite.data)) { elite_safe <- 0L elite_instances_ID <- NULL @@ -651,12 +650,12 @@ elitist_race <- function(race_state, maxExp, } configurations_ID <- as.character(configurations[[".ID."]]) - Results <- matrix(NA, + Results <- matrix(NA_real_, nrow = elite_safe, ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) if (capping) - experimentsTime <- matrix(NA, + experimentsTime <- matrix(NA_real_, nrow = elite_safe, ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) @@ -720,7 +719,7 @@ elitist_race <- function(race_state, maxExp, } if (any(is_rejected)) { irace.note ("Immediately rejected configurations: ", - paste0(configurations[is_rejected, ".ID."], + paste0(configurations[[".ID."]][is_rejected], collapse = ", ") , "\n") alive[is_rejected] <- FALSE # Calculate the maximum instance that has any non-NA value. @@ -756,7 +755,7 @@ elitist_race <- function(race_state, maxExp, # Start main loop break_msg <- NULL - best <- NA + best <- NA_integer_ for (current_task in seq_len(no.tasks)) { which_alive <- which(alive) nbAlive <- length(which_alive) @@ -799,7 +798,7 @@ elitist_race <- function(race_state, maxExp, id_best = id_best, best = best, experiments_used, start_time = Sys.time(), # FIXME: Why do we pass NA as bound? Why not pass the actual bound if any? - bound = NA, capping = capping) + bound = NA_real_, capping = capping) next } } @@ -869,10 +868,10 @@ elitist_race <- function(race_state, maxExp, if (nrow(Results) < current_task) { - Results <- rbind(Results, rep(NA, ncol(Results))) + Results <- rbind(Results, rep(NA_real_, ncol(Results))) rownames(Results) <- race_instances[seq_nrow(Results)] if (capping) { - experimentsTime <- rbind(experimentsTime, rep(NA, ncol(experimentsTime))) + experimentsTime <- rbind(experimentsTime, rep(NA_real_, ncol(experimentsTime))) rownames(experimentsTime) <- race_instances[seq_nrow(experimentsTime)] } } @@ -913,9 +912,9 @@ elitist_race <- function(race_state, maxExp, # is not possible to calculate the bounds rejected <- is.infinite(Results[current_task, which_elite_exe]) if (any(rejected)) { - irace.note ("Immediately rejected configurations: ", - paste0(configurations[which_elite_exe[rejected], ".ID."], - collapse = ", ") , "\n") + irace.note("Immediately rejected configurations: ", + paste0(configurations[[".ID."]][which_elite_exe[rejected]], + collapse = ", ") , "\n") is_rejected[which_elite_exe] <- rejected is_elite[is_rejected] <- 0L alive[which_elite_exe] <- !rejected @@ -954,7 +953,7 @@ elitist_race <- function(race_state, maxExp, id_best = id_best, best = best, experiments_used, start_time = start_time, # FIXME: Why do we pass NA as bound? Why not pass the actual bound if any? - bound = if (is.null(scenario$boundMax)) NA else scenario$boundMax, capping) + bound = if (is.null(scenario$boundMax)) NA_real_ else scenario$boundMax, capping) next } } @@ -1011,7 +1010,7 @@ elitist_race <- function(race_state, maxExp, instance = race_instances[current_task], configuration = configurations[which_exe, ".ID."], # FIXME: Do not store a column bounds if bounds are NULL. - time = vtimes, bound = if (is.null(final_bounds)) NA else final_bounds) + time = vtimes, bound = if (is.null(final_bounds)) NA_real_ else final_bounds) irace.assert(anyDuplicated(experiment_log[, c("instance", "configuration")]) == 0L, eval_after = { From ea2a71eb4d06ba7fbaa37a30f8a7c6b2521b3460 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 18:07:04 +0000 Subject: [PATCH 036/127] * R/irace.R: Avoid calling psRace if there is not enough budget. --- R/irace.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/irace.R b/R/irace.R index 2eb3d0ec..13e9f9c3 100644 --- a/R/irace.R +++ b/R/irace.R @@ -669,8 +669,8 @@ irace_run <- function(scenario) iraceResults$state <- race_state irace_save_logfile(iraceResults, scenario) # FIXME: Handle scenario$maxTime > 0 - if (scenario$postselection && scenario$maxTime == 0 && floor(remainingBudget / scenario$blockSize) > 1L) - psRace(iraceResults, max_experiments = remainingBudget, iteration_elites=TRUE) + if (scenario$postselection && scenario$maxTime == 0 && floor(remainingBudget / max(scenario$blockSize, scenario$eachTest)) > 1L) + psRace(iraceResults, max_experiments = remainingBudget, iteration_elites = TRUE) else race_state$elite_configurations } From 7c8cd1b0275c6cb47dc91f32885bdc166054c247 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 18:08:11 +0000 Subject: [PATCH 037/127] More use of withr. Rename a few functions to replace . with _ --- R/configurations.R | 2 +- R/generation.R | 2 +- R/irace.R | 12 ++++++------ R/model.R | 2 +- R/utils.R | 15 ++++++++------- 5 files changed, 17 insertions(+), 16 deletions(-) diff --git a/R/configurations.R b/R/configurations.R index 0c99be98..4acea5c6 100644 --- a/R/configurations.R +++ b/R/configurations.R @@ -7,7 +7,7 @@ configurations_alloc <- function(colnames, nrow, parameters) r = NA_real_, c = NA_character_, o = NA_character_, - irace.internal.error("Unknown type '", type, "'")) + irace_internal_error("Unknown type '", type, "'")) } column_type <- function(x, n, types) diff --git a/R/generation.R b/R/generation.R index 9c587a36..d303f720 100644 --- a/R/generation.R +++ b/R/generation.R @@ -122,7 +122,7 @@ generate_sobol <- function(parameters, n, repair = NULL) r = NA_real_, c = NA_character_, o = NA_character_, - irace.internal.error("Unknown type '", param[["type"]], "'")) + irace_internal_error("Unknown type '", param[["type"]], "'")) set(confs, j = p, value = na_value) } } diff --git a/R/irace.R b/R/irace.R index 13e9f9c3..77bee0fa 100644 --- a/R/irace.R +++ b/R/irace.R @@ -612,16 +612,16 @@ irace <- function(scenario) irace_common <- function(scenario, simple, output.width = 9999L) { if (!simple) { - op <- options(width = output.width) # Do not wrap the output. - on.exit(options(op), add = TRUE) + withr::local_options(width = output.width) # Do not wrap the output. } scenario <- checkScenario(scenario) debugLevel <- scenario$debugLevel - if (debugLevel >= 1) { - op.debug <- options(warning.length = 8170) - if (!base::interactive()) options(error = irace.dump.frames) - on.exit(options(op.debug), add = TRUE) + if (debugLevel >= 1L) { + op <- list(warning.length = 8170L) + if (!base::interactive()) + op <- c(op, list(error = irace_dump_frames)) + withr::local_options(op) printScenario (scenario) } diff --git a/R/model.R b/R/model.R index 48d7b97c..e1caf1a8 100644 --- a/R/model.R +++ b/R/model.R @@ -46,7 +46,7 @@ initialiseModel <- function (parameters, configurations) sd <- (length(domain) - 1L) * 0.5 values <- match(configurations[[currentParameter]], domain) } else { - irace.internal.error("Unknown parameter type '", type, "'") + irace_internal_error("Unknown parameter type '", type, "'") } # Assign current parameter value to model. param <- mapply(c, sd, values, SIMPLIFY=FALSE, USE.NAMES=FALSE) diff --git a/R/utils.R b/R/utils.R index 0765f592..dc36665b 100644 --- a/R/utils.R +++ b/R/utils.R @@ -22,7 +22,7 @@ irace.error <- function(...) ## R> debugger(iracedump) ## ## See help(dump.frames) for more details. -irace.dump.frames <- function() +irace_dump_frames <- function() { execDir <- getOption(".irace.execdir") if (!is.null(execDir)) cwd <- setwd(execDir) @@ -34,15 +34,16 @@ irace.dump.frames <- function() } # Print an internal fatal error message that signals a bug in irace. -irace.internal.error <- function(...) +irace_internal_error <- function(...) { .irace.bug.report <- paste0(.irace_msg_prefix, "An unexpected condition occurred. ", "Please report this bug to the authors of the irace package ") - op <- options(warning.length = 8170) - if (!base::interactive()) options(error = irace.dump.frames) - on.exit(options(op)) + op <- list(warning.length = 8170L) + if (!base::interactive()) + op <- c(op, list(error = irace_dump_frames)) + withr::local_options(op) # 6 to not show anything below irace.assert() bt <- capture.output(traceback(5)) warnings() @@ -63,7 +64,7 @@ irace.assert <- function(exp, eval_after = NULL) msg_after <- eval.parent(capture.output(eval_after)) msg <- paste0(msg, "\n", paste0(msg_after, collapse="\n")) } - irace.internal.error(msg) + irace_internal_error(msg) invisible() } @@ -225,7 +226,7 @@ test.type.order.str <- function(test.type) t.none =, # Fall-throught t.holm =, # Fall-throught t.bonferroni = "mean value", - irace.internal.error ("test.type.order.str() Invalid value '", + irace_internal_error ("test.type.order.str() Invalid value '", test.type, "' of test.type")) From 8aa203e41557b0cc5572901a9e97da915a1e9f43 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 9 Dec 2024 18:28:38 +0000 Subject: [PATCH 038/127] * R/testing.R: Use rep.int when possible. --- R/testing.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/testing.R b/R/testing.R index 363415f8..7d016180 100644 --- a/R/testing.R +++ b/R/testing.R @@ -42,7 +42,7 @@ testConfigurations <- function(configurations, scenario) # Create experiment list experiments <- createExperimentList(configurations, parameters = scenario$parameters, instances = testInstances, instances_ID = instances_id, seeds = instanceSeed, - bounds = rep(scenario$boundMax, nrow(configurations))) + bounds = rep.int(scenario$boundMax, nrow(configurations))) race_state <- RaceState$new(scenario) if (scenario$debugLevel >= 3L) { irace.note ("Memory used before execute_experiments() in testConfigurations():\n") From 30c8d4702960f76b31cdf4bf82c66082ab23934b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 10 Dec 2024 10:04:38 +0000 Subject: [PATCH 039/127] * R/: Cannot use rep.int(maxBound) because of NULL. Use rep_len where appropriate. --- R/irace.R | 6 +++--- R/model.R | 4 ++-- R/race.R | 14 +++++++------- R/testing.R | 5 +++-- 4 files changed, 15 insertions(+), 14 deletions(-) diff --git a/R/irace.R b/R/irace.R index 77bee0fa..d38908e7 100644 --- a/R/irace.R +++ b/R/irace.R @@ -49,7 +49,7 @@ recoverFromFile <- function(filename) # FIXME: This function is too slow and it shows up in profiles. numeric.configurations.equal <- function(x, configurations, parameters, threshold, param.names) { - d <- rep(0.0, nrow(configurations)) + d <- numeric(nrow(configurations)) isSimilar <- matrix(TRUE, nrow = nrow(configurations), ncol = length(param.names)) selected <- seq_nrow(configurations) for (i in seq_along(param.names)) { @@ -348,10 +348,10 @@ generateInstances <- function(race_state, scenario, n, update = FALSE) blockSize <- scenario$blockSize n_blocks <- length(instances) / blockSize # Sample instances index in groups (ntimes) - selected_blocks <- unlist(lapply(rep(n_blocks, ntimes), sample.int, replace = FALSE)) + selected_blocks <- unlist(lapply(rep.int(n_blocks, ntimes), sample.int, replace = FALSE)) sindex <- c(outer(seq_len(blockSize), (selected_blocks - 1L) * blockSize, "+")) } else { - sindex <- rep(seq_along(instances), ntimes) + sindex <- rep.int(seq_along(instances), ntimes) } # Sample seeds. race_state$instances_log <- rbind(race_state$instances_log, diff --git a/R/model.R b/R/model.R index e1caf1a8..5da07d77 100644 --- a/R/model.R +++ b/R/model.R @@ -35,8 +35,8 @@ initialiseModel <- function (parameters, configurations) type <- param[["type"]] if (type == "c") { nbValues <- length(param[["domain"]]) - value <- rep(1. / nbValues, nbValues) - param <- rep(list(value), nbConfigurations) + value <- rep_len(1. / nbValues, nbValues) + param <- rep_len(list(value), nbConfigurations) } else { if (type == "r" || type == "i") { sd <- init_sd_numeric(param) diff --git a/R/race.R b/R/race.R index 7bec6d15..8d9a33fd 100644 --- a/R/race.R +++ b/R/race.R @@ -500,7 +500,7 @@ overall_ranks <- function(x, test) ninstances <- colSums2(!is.na(x)) uniq.ninstances <- sort(unique(ninstances), decreasing = TRUE) last.r <- 0L - ranks <- rep(Inf, ncol(x)) + ranks <- rep_len(Inf, ncol(x)) # Iterate from the largest to the lowest number of instances. for (k in uniq.ninstances) { confs <- which(ninstances == k) @@ -580,8 +580,8 @@ elitist_race <- function(race_state, maxExp, capping <- scenario$capping n_configurations <- nrow(configurations) experiment_log <- data.table(instance=integer(0), configuration=integer(0), time=numeric(0), bound=numeric(0)) - alive <- rep(TRUE, n_configurations) - is_rejected <- rep(FALSE, n_configurations) + alive <- rep_len(TRUE, n_configurations) + is_rejected <- logical(n_configurations) ## FIXME: Remove argument checking. This must have been done by the caller. irace.assert(maxExp > 0L) @@ -622,7 +622,7 @@ elitist_race <- function(race_state, maxExp, experiments_used <- 0L # is_elite[i] : number of instances to be seen in this race on which i has # been previously evaluated. - is_elite <- rep(0L, n_configurations) + is_elite <- integer(n_configurations) ## FIXME: Probably, instead of this, we should keep elite_safe in the race_state. if (is.null(elite.data)) { @@ -673,7 +673,7 @@ elitist_race <- function(race_state, maxExp, irace.assert(elitist_new_instances %% blockSize == 0L) # FIXME: This should go into its own function. n_elite <- ncol(elite.data) - which_elites <- which(rep(TRUE, n_elite)) + which_elites <- which(rep_len(TRUE, n_elite)) irace.note("Preliminary execution of ", n_elite, " elite configuration(s) over ", elitist_new_instances, " instance(s).\n") for (k in seq_len(elitist_new_instances)) { @@ -868,10 +868,10 @@ elitist_race <- function(race_state, maxExp, if (nrow(Results) < current_task) { - Results <- rbind(Results, rep(NA_real_, ncol(Results))) + Results <- rbind(Results, rep_len(NA_real_, ncol(Results))) rownames(Results) <- race_instances[seq_nrow(Results)] if (capping) { - experimentsTime <- rbind(experimentsTime, rep(NA_real_, ncol(experimentsTime))) + experimentsTime <- rbind(experimentsTime, rep_len(NA_real_, ncol(experimentsTime))) rownames(experimentsTime) <- race_instances[seq_nrow(experimentsTime)] } } diff --git a/R/testing.R b/R/testing.R index 7d016180..37a30714 100644 --- a/R/testing.R +++ b/R/testing.R @@ -41,8 +41,9 @@ testConfigurations <- function(configurations, scenario) # Create experiment list experiments <- createExperimentList(configurations, parameters = scenario$parameters, - instances = testInstances, instances_ID = instances_id, seeds = instanceSeed, - bounds = rep.int(scenario$boundMax, nrow(configurations))) + instances = testInstances, instances_ID = instances_id, seeds = instanceSeed, + # We cannot use rep.int because scenario$boundMax may be NULL. + bounds = rep(scenario$boundMax, nrow(configurations))) race_state <- RaceState$new(scenario) if (scenario$debugLevel >= 3L) { irace.note ("Memory used before execute_experiments() in testConfigurations():\n") From 56ac12c10bee2e119ce903b4e9066f380f39f8ab Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 10 Dec 2024 10:14:15 +0000 Subject: [PATCH 040/127] * NEWS.md: update. --- NEWS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index a85324d1..529126b9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -21,7 +21,7 @@ * Fixed some typos in the user guide. (@sbomsdorf) - * Fixed several bugs in post-selection. + * Fixed several bugs in post-selection including `Error in if (any(left >= 0L)) { : missing value where TRUE/FALSE needed`. * Fix bug in `ablation()` not calling `stop_parallel()`. From 89efb9b38476977edd4781359206166daf4b4229 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 10 Dec 2024 12:11:37 +0000 Subject: [PATCH 041/127] Prepare to release 4.1 --- DESCRIPTION | 2 +- NEWS.md | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index ad18303d..58372bf1 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.0.0.900 +Version: 4.1 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), diff --git a/NEWS.md b/NEWS.md index 529126b9..2bc593fe 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,9 +1,11 @@ **If you are viewing this file on CRAN, please check [latest news on GitHub](https://github.com/MLopez-Ibanez/irace/blob/master/NEWS.md) where the formatting is also better.** -# irace (development version) +# irace 4.1 ## Major breaking changes + * Recovery (`--recover-file`) is currently broken (issue #76). + * The `experiment` list passed to the `targetRunner` R function (see `target_runner_default()`) does not contain an element `switches`. This element can be obtained from `scenario$parameters$switches`. From c05983cd7b6d1565490b839444cccb4e88c08e51 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 10 Dec 2024 12:24:53 +0000 Subject: [PATCH 042/127] * devel-examples/vignette-example/create-example-file.R: Use absolute paths. --- devel-examples/vignette-example/create-example-file.R | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/devel-examples/vignette-example/create-example-file.R b/devel-examples/vignette-example/create-example-file.R index 6936dc7a..90e676e7 100644 --- a/devel-examples/vignette-example/create-example-file.R +++ b/devel-examples/vignette-example/create-example-file.R @@ -47,8 +47,9 @@ setup_tsp_rue_2000 <- function() { } setup_acotsp <- function() { - download_uncompress("https://github.com/MLopez-Ibanez/ACOTSPQAP/archive/refs/heads/master.zip", exdir = "acotsp", flat= TRUE) - invoke_make("-C ./acotsp/ acotsp") + exdir <- fs::path_abs("acotsp") + download_uncompress("https://github.com/MLopez-Ibanez/ACOTSPQAP/archive/refs/heads/master.zip", exdir = exdir, flat= TRUE) + invoke_make(c("-C", exdir, "acotsp")) } setup_tsp_rue_2000() From 0145cbcb2c9b6fcb8b3f8d27c6680f32fe8e62e5 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 12 Dec 2024 17:36:01 +0000 Subject: [PATCH 043/127] * devel-examples/vignette-example: Use fewer instances in acotsp to make regeneration faster. --- devel-examples/vignette-example/scenario.txt | 4 +- .../vignette-example/tsp-2000-50-testing.txt | 50 +++++++++++++++++++ .../vignette-example/tsp-2000-50-training.txt | 50 +++++++++++++++++++ 3 files changed, 102 insertions(+), 2 deletions(-) create mode 100644 devel-examples/vignette-example/tsp-2000-50-testing.txt create mode 100644 devel-examples/vignette-example/tsp-2000-50-training.txt diff --git a/devel-examples/vignette-example/scenario.txt b/devel-examples/vignette-example/scenario.txt index b3131ffe..99c66a9a 100644 --- a/devel-examples/vignette-example/scenario.txt +++ b/devel-examples/vignette-example/scenario.txt @@ -3,10 +3,10 @@ ############################################################################ logFile = "./irace-acotsp.Rdata" trainInstancesDir = "./acotsp/instances/" -trainInstancesFile = "./acotsp/training-2000.txt" +trainInstancesFile = "./tsp-2000-50-training.txt" maxExperiments = 1000 testInstancesDir = "./acotsp/instances/" -testInstancesFile = "./acotsp/testing-2000.txt" +testInstancesFile = "./tsp-2000-50-testing.txt" configurationsFile = "default.txt" testNbElites = 5 testIterationElites = 1 diff --git a/devel-examples/vignette-example/tsp-2000-50-testing.txt b/devel-examples/vignette-example/tsp-2000-50-testing.txt new file mode 100644 index 00000000..ea3326ff --- /dev/null +++ b/devel-examples/vignette-example/tsp-2000-50-testing.txt @@ -0,0 +1,50 @@ +2000-101.tsp +2000-102.tsp +2000-103.tsp +2000-104.tsp +2000-105.tsp +2000-106.tsp +2000-107.tsp +2000-108.tsp +2000-109.tsp +2000-110.tsp +2000-201.tsp +2000-202.tsp +2000-203.tsp +2000-204.tsp +2000-205.tsp +2000-206.tsp +2000-207.tsp +2000-208.tsp +2000-209.tsp +2000-210.tsp +2000-301.tsp +2000-302.tsp +2000-303.tsp +2000-304.tsp +2000-305.tsp +2000-306.tsp +2000-307.tsp +2000-308.tsp +2000-309.tsp +2000-310.tsp +2000-401.tsp +2000-402.tsp +2000-403.tsp +2000-404.tsp +2000-405.tsp +2000-406.tsp +2000-407.tsp +2000-408.tsp +2000-409.tsp +2000-410.tsp +2000-501.tsp +2000-502.tsp +2000-503.tsp +2000-504.tsp +2000-505.tsp +2000-506.tsp +2000-507.tsp +2000-508.tsp +2000-509.tsp +2000-510.tsp diff --git a/devel-examples/vignette-example/tsp-2000-50-training.txt b/devel-examples/vignette-example/tsp-2000-50-training.txt new file mode 100644 index 00000000..cb7ba405 --- /dev/null +++ b/devel-examples/vignette-example/tsp-2000-50-training.txt @@ -0,0 +1,50 @@ +2000-511.tsp +2000-512.tsp +2000-513.tsp +2000-514.tsp +2000-515.tsp +2000-516.tsp +2000-517.tsp +2000-518.tsp +2000-519.tsp +2000-520.tsp +2000-611.tsp +2000-612.tsp +2000-613.tsp +2000-614.tsp +2000-615.tsp +2000-616.tsp +2000-617.tsp +2000-618.tsp +2000-619.tsp +2000-620.tsp +2000-711.tsp +2000-712.tsp +2000-713.tsp +2000-714.tsp +2000-715.tsp +2000-716.tsp +2000-717.tsp +2000-718.tsp +2000-719.tsp +2000-720.tsp +2000-811.tsp +2000-812.tsp +2000-813.tsp +2000-814.tsp +2000-815.tsp +2000-816.tsp +2000-817.tsp +2000-818.tsp +2000-819.tsp +2000-820.tsp +2000-911.tsp +2000-912.tsp +2000-913.tsp +2000-914.tsp +2000-915.tsp +2000-916.tsp +2000-917.tsp +2000-918.tsp +2000-919.tsp +2000-920.tsp From 38b59f79e28021dddd5ed38157ec247912cf642c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 12 Dec 2024 22:08:30 +0000 Subject: [PATCH 044/127] * R/parameters.R: Optimize conditions (#70). --- NEWS.md | 4 ++++ R/parameters.R | 10 ++++++++++ tests/testthat/test-readParameters.R | 17 +++++++++++++++++ 3 files changed, 31 insertions(+) diff --git a/NEWS.md b/NEWS.md index 2bc593fe..6ae61cce 100644 --- a/NEWS.md +++ b/NEWS.md @@ -13,6 +13,10 @@ ## New features and improvements + * Conditions that are always true because they depend on fixed parameters are + replaced by a `TRUE` value to speed up their evaluation. This speed-up is only + measurable with very large and complicated parameter space. + * The options `src` and `target` of `ablation()` (or `--src` and `--target` of the command-line `ablation` tool) now accept a character string that points to a file containing a configuration that will be read with diff --git a/R/parameters.R b/R/parameters.R index bff87997..fb3b7fce 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -337,6 +337,16 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T self$forbidden <- sapply(forbidden, compile_forbidden) } + # Optimize always TRUE conditions. + cond_names <- names(which(!unlist(lapply(self$conditions, is.logical)))) + for (p in cond_names) { + deps <- self$depends[[p]] + # p depends on deps and they are both fixed and always active. + if (all(self$isFixed[deps]) && all(sapply(self$conditions[deps], isTRUE, USE.NAMES=FALSE))) { + self$conditions[[p]] <- eval(self$conditions[[p]], envir = self$domains[deps], enclos = NULL) + } + } + # Print the hierarchy vector: if (verbose >= 1L) { cat ("# --- Parameters Hierarchy ---\n") diff --git a/tests/testthat/test-readParameters.R b/tests/testthat/test-readParameters.R index bdf2d490..9b77dc09 100644 --- a/tests/testthat/test-readParameters.R +++ b/tests/testthat/test-readParameters.R @@ -1,5 +1,22 @@ withr::with_output_sink("test-readParameters.Rout", { + test_that("optimize conditions", { + p <- readParameters(text=' +ROOT "" c ("S") +ROOT_T "" c ("FIC") | ROOT %in% c("S") +ROOT_T_FIC.sum "" r (-50.0, 50.0) | ROOT_T %in% c("FIC") +ROOT_T.FFI "" c ("true") | ROOT_T == "FIC" +ROOT_T.im "" c ("FFI", "FIC") | ROOT == "S" & ROOT_T.FFI == "true" +ROOT_E.FFI "" c ("false") | ROOT_T_FIC.sum < 0 +ROOT_E.FIC "" i (0,100) | ROOT_E.FFI == "false" +') + expect_identical(p$conditions, + list(ROOT=TRUE, ROOT_T=TRUE, ROOT_T_FIC.sum=TRUE, + ROOT_T.FFI=TRUE, ROOT_T.im=TRUE, + ROOT_E.FFI=expression(ROOT_T_FIC.sum < 0), + ROOT_E.FIC=expression(ROOT_E.FFI == "false"))) + }) + test_that("error checking", { ref <- parametersNew(param_real(name = "tmp", lower = 0, upper=1, From ef8598f34482abaa9565e4ce9b1cc794e9e6aa29 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 13 Dec 2024 13:50:38 +0000 Subject: [PATCH 045/127] Regenerate examples. --- inst/exdata/irace-acotsp.Rdata | Bin 202212 -> 188573 bytes inst/exdata/log-ablation.Rdata | Bin 161592 -> 147552 bytes inst/exdata/sann.rda | Bin 162005 -> 160393 bytes vignettes/examples.Rdata | Bin 468 -> 472 bytes vignettes/irace-acotsp-stdout.txt | 695 +++++++++++------------------- 5 files changed, 262 insertions(+), 433 deletions(-) diff --git a/inst/exdata/irace-acotsp.Rdata b/inst/exdata/irace-acotsp.Rdata index 1a56a95dd6c821f8c12324cb406c47c0b5838a7d..10634da41cbc2fde8796de6d72dee6d64d021338 100644 GIT binary patch literal 188573 zcmV)qK$^cFiwFP!000001MIyAoLyIOI6QBgv?{ArZ`$mYdSu6fRRA?rSx*XTpg!vk 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zx2u=KuK7Ps18aOL(nAXOfOjKm)_h8_UmTbqO%aef$VJ5bHn_*s@tt zM@DYp4SC(J3Il(&WEz4yrB3qbCR0uFzA8ViY}0!qvoLdX#TK#HUpP&9-$BnK9O*<~ z!jRSJ-LLHXy+*ku2vIqG5W23biSxn~KQ4XLAOY+0%i`Au9~ZUAq_t))!TCB(M5b$3 zu#t6L?^2rc3E`yO3e;)lGE1B60wZZ{N9f(EuNfk!Nz7nZ#ON&3;E8*+*a|Uws`V~7 zR>Ww)9`lmtS@s?01;d|iE9-|O^`>W&A>V=h8e*U!*oQt->Jh+Y Date: Wed, 25 Dec 2024 23:39:14 +0100 Subject: [PATCH 062/127] * .github/workflows/revdepcheck.yml: New. --- .github/workflows/revdepcheck.yml | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 .github/workflows/revdepcheck.yml diff --git a/.github/workflows/revdepcheck.yml b/.github/workflows/revdepcheck.yml new file mode 100644 index 00000000..01854fd4 --- /dev/null +++ b/.github/workflows/revdepcheck.yml @@ -0,0 +1,21 @@ +on: + workflow_dispatch: + inputs: + which: + type: choice + description: Which dependents to check + options: + - strong + - most + +name: Reverse dependency check + +jobs: + revdep_check: + name: Reverse check ${{ inputs.which }} dependents + uses: r-devel/recheck/.github/workflows/recheck.yml@v1 + with: + which: ${{ inputs.which }} + subdirectory: '' # set if your R package is in a subdir of the git repo + repository: '' # set to recheck an R package from another git repo + ref: '' # set to recheck a custom tag/branch from another repo From f34664d70c6e466a9422aa5e35744129e54665bf Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 26 Dec 2024 21:20:52 +0100 Subject: [PATCH 063/127] * R/irace-package.R: We do not need to import compiler. --- NAMESPACE | 1 - R/aaa.R | 2 ++ R/irace-package.R | 5 +---- 3 files changed, 3 insertions(+), 5 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index f30ba5e9..874cf4e3 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -62,7 +62,6 @@ export(target_runner_default) export(testConfigurations) export(testing_fromfile) export(testing_fromlog) -import(compiler) import(data.table) import(matrixStats) import(stats) diff --git a/R/aaa.R b/R/aaa.R index 3297a941..d6ce8b36 100644 --- a/R/aaa.R +++ b/R/aaa.R @@ -25,4 +25,6 @@ irace_version <- "unknown" .irace_tolerance <- sqrt(.Machine$double.eps) .irace_minimum_saving_time <- 60 # seconds +# Prefix for printing messages to the user. +.irace_msg_prefix <- "== irace == " diff --git a/R/irace-package.R b/R/irace-package.R index 8f7cfd3c..66980f55 100644 --- a/R/irace-package.R +++ b/R/irace-package.R @@ -3,7 +3,7 @@ #' \packageDescription{irace} #' #' @name irace-package -#' @import stats utils compiler matrixStats withr data.table +#' @import stats utils matrixStats withr data.table #' @importFrom R6 R6Class #' @importFrom graphics abline axis boxplot par plot points strwidth bxp grid #' @importFrom spacefillr generate_sobol_set @@ -32,6 +32,3 @@ #' @seealso #' [irace()] for examples and `vignette(package = "irace")` for the user-guide. "_PACKAGE" - -# Prefix for printing messages to the user. -.irace_msg_prefix <- "== irace == " From bd6c4399c46797c68c0b967945845b7012d8da5b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 26 Dec 2024 21:21:22 +0100 Subject: [PATCH 064/127] * R/race_state.R (update_experiment_log): Simplify. --- R/irace.R | 4 ++-- R/race_state.R | 32 ++++++++++++++++---------------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/R/irace.R b/R/irace.R index e85872f3..97fda159 100644 --- a/R/irace.R +++ b/R/irace.R @@ -358,9 +358,9 @@ do_experiments <- function(race_state, configurations, ninstances, scenario, ite bounds = rep(scenario$boundMax, nrow(configurations)), is_exe = rep_len(TRUE, nrow(configurations) * ninstances), scenario = scenario) + set(output, j = "iteration", value = iteration) Results <- race_state$update_experiment_log(output, instances = instances, - configurations_id = configurations[[".ID."]], - scenario = scenario, iteration = iteration) + scenario = scenario) rejected_ids <- configurations[[".ID."]][colAnys(is.infinite(Results))] scenario$parameters$forbid_configurations( diff --git a/R/race_state.R b/R/race_state.R index 0afcc183..13e85f7d 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -20,7 +20,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, target_evaluator = NULL, target_runner = NULL, timeUsed = 0, - time_last_save = 0, + time_next_save = 0, timer = NULL, # Methods. initialize = function(scenario, new = TRUE, recover = FALSE) { @@ -55,7 +55,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, self$race_experiment_log = NULL self$rejected_ids = NULL self$timeUsed = 0 - self$time_last_save = 0 + self$time_next_save = 0 # Just in case anything is still running. self$stop_parallel() } else { @@ -86,37 +86,37 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, invisible(self) }, - update_experiment_log = function(output, instances, configurations_id, scenario, iteration) { - irace.assert(all.equal(unique(output[["configuration"]]), configurations_id)) - irace.assert(all.equal(rep(instances, each = length(configurations_id)), - output$instance)) + update_experiment_log = function(output, instances, scenario) { # Extract results - set(output, j = "iteration", value = iteration) - if (!is.null(scenario$boundMax)) - set(output, j = "bound", value = scenario$boundMax) self$experiment_log <- rbindlist(list(self$experiment_log, output), use.names=TRUE) - cost <- output[["cost"]] if (scenario$capping) - cost <- applyPAR(cost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - - matrix(cost, nrow = length(instances), ncol = length(configurations_id), + output[["cost"]] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) + configurations_id <- unique(output[["configuration"]]) + irace.assert(all.equal(rep(instances, each = length(configurations_id)), + output$instance)) + # FIXME: delete old + old <- matrix(output[["cost"]], nrow = length(instances), ncol = length(configurations_id), byrow = TRUE, dimnames = list(instances, as.character(configurations_id))) + new <- as.matrix(dcast(output[, c("instance", "configuration", "cost")], instance ~ configuration, value.var = "cost"), + rownames = "instance") + irace.assert(identical(old, new)) + new }, update_race_experiment_log = function(experiment_log, scenario) { self$race_experiment_log <- c(self$race_experiment_log, list(experiment_log)) now <- self$timer$wallclock() # Do not save to disk too frequently. - if (now > self$time_last_save) { - irace.note("Saving recovery info.\n") + if (now > self$time_next_save) { + # irace.note("Saving recovery info.\n") iraceResults <- list( scenario = scenario, irace_version = irace_version, state = self) save_irace_logfile(iraceResults, logfile = scenario$logFile) - self$time_last_save <- now + .irace_minimum_saving_time + self$time_next_save <- now + .irace_minimum_saving_time } invisible() }, From f20bbef82851057cd6d508cddf498a54206a76e6 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 26 Dec 2024 21:59:59 +0100 Subject: [PATCH 065/127] * R/race.R: simplify. --- R/race.R | 27 +++++++-------------------- 1 file changed, 7 insertions(+), 20 deletions(-) diff --git a/R/race.R b/R/race.R index ff9728fa..18253010 100644 --- a/R/race.R +++ b/R/race.R @@ -715,16 +715,9 @@ elitist_race <- function(race_state, maxExp, # from one to the other. is_exe = rep_len(TRUE, n_elite), scenario = scenario) # Extract results: - # FIXME: check what would happen in case of having the target evaluator - # MANUEL: Note how similar is this to what we do in do.experiments(), - # perhaps we can create a function that takes output and experiment_log - # and returns experiment_log. - # LESLIE: Yes you are right, Ill do it once we figure out the rest! irace.assert(length(output[["cost"]]) == n_elite) Results[k, seq_len(n_elite)] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) - vtimes <- output[["time"]] - irace.assert(length(vtimes) == n_elite) - irace.assert(!anyNA(vtimes)) + irace.assert(!anyNA(output[["time"]])) experimentsTime[k, which_elites] <- output[["time"]] # capping is enabled irace.assert(all.equal(configurations[[".ID."]][which_elites], output[["configuration"]])) irace.assert(all.equal(output[["bound"]], rep(scenario$boundMax, n_elite))) @@ -889,11 +882,9 @@ elitist_race <- function(race_state, maxExp, # Extract results irace.assert(length(output[["cost"]]) == length(which_elite_exe)) Results[current_task, which_elite_exe] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) - vtimes <- output[["time"]] - irace.assert(length(vtimes) == length(which_elite_exe)) - irace.assert(!anyNA(vtimes)) + irace.assert(!anyNA(output[["time"]])) irace.assert(all.equal(configurations[which_elite_exe, ".ID."], output[["configuration"]])) - experimentsTime[current_task, which_elite_exe] <- vtimes + experimentsTime[current_task, which_elite_exe] <- output[["time"]] irace.assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_elite_exe) @@ -969,6 +960,9 @@ elitist_race <- function(race_state, maxExp, vcost <- output[["cost"]] # Output is not indexed in the same way as configurations. which_has_time <- which(which_alive %in% which_exe) + # With !is.null(scenario$targetEvaluator) we will have duplicated (instance, configuration) in output. + irace.assert(all.equal(output[["bound"]], if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] + else final_bounds)) if (capping) { vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) if (scenario$boundAsTimeout) { @@ -982,8 +976,6 @@ elitist_race <- function(race_state, maxExp, # If targetEvaluator was used, we do not update the times because no # evaluation actually happened, only the cost values possibly changed. vtimes <- if (is.null(scenario$targetEvaluator)) output[["time"]] else output[["time"]][which_has_time] - irace.assert(length(which_has_time) == length(which_exe)) - irace.assert(length(vtimes) == length(which_has_time)) # Correct higher execution times. irace.assert(all.equal(if (is.null(scenario$targetEvaluator)) output[["bound"]] else output[["bound"]][which_has_time], final_bounds[which_has_time])) experimentsTime[current_task, which_has_time] <- pmin(vtimes, final_bounds[which_has_time]) @@ -991,15 +983,10 @@ elitist_race <- function(race_state, maxExp, ## Currently, targetEvaluator always re-evaluates, which implies that the ## value may change without counting as an evaluation. We do this to allow online normalization. which_has_cost <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive - irace.assert(all.equal(configurations[[".ID."]][which_has_cost], output[["configuration"]])) irace.assert(length(output[["cost"]]) == length(which_has_cost)) Results[current_task, which_has_cost] <- vcost - - # With !is.null(scenario$targetEvaluator) we will have duplicated (instance, configuration) in output. - irace.assert(all.equal(output[["bound"]], if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] - else final_bounds)) - irace.assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_exe) + # We update the elites that have been executed. is_elite <- update_is_elite(is_elite, which_elite_exe) From d2459769c729b283a19726a3dd926ed76f263293 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 26 Dec 2024 23:45:51 +0100 Subject: [PATCH 066/127] * R/: Use local_preserve_seed() before calling targetRunner or targetEvaluator. --- NEWS.md | 4 ++++ R/ablation.R | 12 +++++++----- R/irace.R | 1 - R/main.R | 6 +++--- R/race-wrapper.R | 8 ++------ R/race.R | 5 +---- R/testing.R | 10 ++++++---- 7 files changed, 23 insertions(+), 23 deletions(-) diff --git a/NEWS.md b/NEWS.md index a954735a..9404a91c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -10,6 +10,10 @@ ## New features and improvements + * When `targetRunner` or `targetEvaluator` are implemented in R, using random + numbers within those functions does not affect the sequence of random + numbers within irace. + * `psRace()` gains a `psrace_logFile` argument to avoid overwriting `scenario$logFile`. ## Fixes diff --git a/R/ablation.R b/R/ablation.R index 23a6a5c7..c796eb5e 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -400,12 +400,14 @@ ablation <- function(iraceResults, src = 1L, target = NULL, race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) - target_output <- execute_experiments(race_state, experiments, scenario) - if (!is.null(scenario$targetEvaluator)) - target_output <- execute_evaluator (race_state$target_evaluator, experiments, scenario, target_output, - src_configuration) + # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. + withr::with_preserve_seed({ + target_output <- execute_experiments(race_state, experiments, scenario) + if (!is.null(scenario$targetEvaluator)) + target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output) + }) # Save results - output <- sapply(target_output, getElement, "cost") + output <- unlist_element(target_output, "cost") results <- matrix(NA_real_, ncol = 1L, nrow = nrow(race_state$instances_log), dimnames = list(seq_nrow(race_state$instances_log), 1L)) results[,1L] <- output[seq_nrow(race_state$instances_log)] diff --git a/R/irace.R b/R/irace.R index 97fda159..e9eb7a9a 100644 --- a/R/irace.R +++ b/R/irace.R @@ -1160,7 +1160,6 @@ irace_run <- function(scenario) # race_state$experiment_log here. Doing the two steps in a different order # would be more robust but would need a smarter recovery routine that # checks for duplicates. - withr::local_options(warn=2) race_state$experiment_log <- rbindlist(list(race_state$experiment_log, raceResults$experiment_log), use.names=TRUE) # Merge new results. diff --git a/R/main.R b/R/main.R index 23801de9..40f9aba2 100644 --- a/R/main.R +++ b/R/main.R @@ -417,11 +417,12 @@ checkTargetFiles <- function(scenario) race_state <- RaceState$new(scenario) race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) - # FIXME: Create a function try.call(err.msg,warn.msg, fun, ...) # Executing targetRunner cat("# Executing targetRunner (", nrow(configurations), "times)...\n") result <- TRUE + # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. + withr::local_preserve_seed() output <- withCallingHandlers( tryCatch(execute_experiments(race_state, experiments, scenario), error = function(e) { @@ -447,8 +448,7 @@ checkTargetFiles <- function(scenario) if (!is.null(scenario$targetEvaluator)) { cat("# Executing targetEvaluator...\n") output <- withCallingHandlers( - tryCatch(execute_evaluator(race_state$target_evaluator, - experiments, scenario, output, configurations[[".ID."]]), + tryCatch(execute_evaluator(race_state$target_evaluator, experiments, scenario, output), error = function(e) { cat(sep = "\n", "\n# Error ocurred while executing targetEvaluator:", diff --git a/R/race-wrapper.R b/R/race-wrapper.R index 5d8f4108..241446f7 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -608,13 +608,9 @@ execute_experiments <- function(race_state, experiments, scenario) target_output } -execute_evaluator <- function(target_evaluator, experiments, scenario, target_output, configurations_id) +execute_evaluator <- function(target_evaluator, experiments, scenario, target_output) { - ## FIXME: We do not need the configurations_id argument: - irace.assert(isTRUE(all.equal(configurations_id, - unique(sapply(experiments, getElement, "id_configuration"))))) - configurations_id <- unique(unlist(lapply(experiments, getElement, "id_configuration"), - recursive = FALSE, use.names = FALSE)) + configurations_id <- unique(unlist_element(experiments, "id_configuration")) nconfs <- length(configurations_id) # Evaluate configurations sequentially. for (k in seq_along(experiments)) { diff --git a/R/race.R b/R/race.R index 18253010..0898a7b4 100644 --- a/R/race.R +++ b/R/race.R @@ -93,13 +93,11 @@ race_wrapper_helper <- function(race_state, configurations, instance_idx, bounds # If targetEvaluator is NULL, then target_output must contain the right # output already. Otherwise, targetEvaluator considers all experiments. if (!is.null(scenario$targetEvaluator)) { - target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output, - configurations_id = configurations[[".ID."]]) + target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output) } else if (any(!is_exe)) { experiments <- experiments[is_exe] instance_idx <- instance_idx[is_exe] } - withr::local_options(warn=2) target_output <- rbindlist(target_output, fill=TRUE, use.names=TRUE) set(target_output, j = setdiff(colnames(target_output), c("cost", "time")), value = NULL) if ("time" %notin% colnames(target_output)) @@ -1173,7 +1171,6 @@ elitist_race <- function(race_state, maxExp, irace.note ("Memory used in race():\n") race_state$print_mem_used() } - withr::local_options(warn=2) local_experiment_log <- race_state$reset_race_experiment_log() # nrow(Results) may be smaller, equal or larger than current_task. diff --git a/R/testing.R b/R/testing.R index 37a30714..2825f35d 100644 --- a/R/testing.R +++ b/R/testing.R @@ -51,20 +51,22 @@ testConfigurations <- function(configurations, scenario) } race_state$start_parallel(scenario) on.exit(race_state$stop_parallel()) + # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. + withr::local_preserve_seed() target_output <- execute_experiments(race_state, experiments, scenario) # targetEvaluator may be NULL. If so, target_output must contain the right # output already. if (!is.null(scenario$targetEvaluator)) target_output <- execute_evaluator(race_state$target_evaluator, experiments, - scenario, target_output, configurations[[".ID."]]) + scenario, target_output) - # FIXME: It would be much faster to get convert target_output$cost to a - # vector, then initialize the matrix with the vector. + # FIXME: It would be much faster to convert target_output to a data.table like we do in race_wrapper(), + # then dcast() to a matrix like we do elsewhere. testResults <- matrix(NA, ncol = nrow(configurations), nrow = length(testInstances), # dimnames = list(rownames, colnames) dimnames = list(instances_id, configurations$.ID.)) - cost <- sapply(target_output, getElement, "cost") + cost <- unlist_element(target_output, "cost") if (scenario$capping) cost <- applyPAR(cost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) # FIXME: Vectorize this loop From 8041392fa351e7e40281d8b47b01b84ead724a64 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 29 Dec 2024 19:17:10 +0000 Subject: [PATCH 067/127] * R/race.R: rename first.test to firstTest. --- R/race.R | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/R/race.R b/R/race.R index 0898a7b4..571705ae 100644 --- a/R/race.R +++ b/R/race.R @@ -602,7 +602,7 @@ elitist_race <- function(race_state, maxExp, blockSize <- scenario$blockSize stat.test <- scenario$testType conf.level <- scenario$confidence - first.test <- blockSize * scenario$firstTest + firstTest <- blockSize * scenario$firstTest each.test <- blockSize * scenario$eachTest elitist <- scenario$elitist capping <- scenario$capping @@ -830,13 +830,13 @@ elitist_race <- function(race_state, maxExp, minSurvival, ")") break } - ## We continue running if (1) we have not reached the first.test or (2) + ## We continue running if (1) we have not reached the firstTest or (2) ## there are instances previously seen that have not been evaluated on any ## alive configuration. If we just did a test, check that we have enough ## budget to reach the next test. # FIXME: In post-selection racing, we want to consume all budget, so we # should discard configurations until we have 2. - if (current_task > first.test && ( (current_task - 1L) %% each.test) == 0L + if (current_task > firstTest && ( (current_task - 1L) %% each.test) == 0L && experiments_used + length(which_exe) * each.test > maxExp && all_elite_instances_evaluated()) { break_msg <- paste0("experiments for next test (", @@ -1028,10 +1028,10 @@ elitist_race <- function(race_state, maxExp, cap.done <- TRUE } - # We assume that first.test is a multiple of each.test. In any + # We assume that firstTest is a multiple of each.test. In any # case, this will only do the first test after the first multiple - # of each.test that is larger than first.test. - if (current_task >= first.test && (current_task %% each.test) == 0L + # of each.test that is larger than firstTest. + if (current_task >= firstTest && (current_task %% each.test) == 0L && nbAlive > 1L) { irace.assert(sum(alive) == nbAlive) test.res <- @@ -1111,7 +1111,7 @@ elitist_race <- function(race_state, maxExp, # Compute number of statistical tests without eliminations. irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) if (!any(is_elite > 0L) - && current_task > first.test && (current_task %% each.test) == 0L) { + && current_task > firstTest && (current_task %% each.test) == 0L) { if (length(which_alive) == length(prev_alive)) { no_elimination <- no_elimination + 1L } else { From f9ee09363ba1988c052ee33dbda6ddfc5831b83d Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 29 Dec 2024 19:35:32 +0000 Subject: [PATCH 068/127] * R/psRace.R: Remove stray line. --- R/psRace.R | 1 - 1 file changed, 1 deletion(-) diff --git a/R/psRace.R b/R/psRace.R index 14c20c66..a856958b 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -184,7 +184,6 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (length(rejected_ids)) conf_ids <- setdiff(conf_ids, rejected_ids) cat("conf_ids4:", paste0(collapse=", ", conf_ids), "\n") - experiments <- conf_needs <- matrixStats::colCounts(experiments[, conf_ids, drop = FALSE], value = NA) cat("conf_needs:", paste0(collapse=", ", conf_needs), "\n") }) From 277faa4147074f89b2631dba97998de43701da55 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 29 Dec 2024 20:54:08 +0000 Subject: [PATCH 069/127] Fix computation of experimentsUsed and avoid saving recovery info too frequently. More thorough testing. --- R/irace.R | 24 +++++++++++++++--------- R/irace_summarise.R | 2 +- R/race_state.R | 13 ++++++++++++- tests/testthat/helper-common.R | 19 +++++++++++++++++-- tests/testthat/test-recovery.R | 24 +++++++++++++----------- tests/testthat/test-targeteval.R | 22 ++++++++++++---------- 6 files changed, 70 insertions(+), 34 deletions(-) diff --git a/R/irace.R b/R/irace.R index e9eb7a9a..708cca2e 100644 --- a/R/irace.R +++ b/R/irace.R @@ -646,7 +646,7 @@ irace_run <- function(scenario) if (verbose) { cat ("# Iteration: ", indexIteration, "\n", "# nbIterations: ", nbIterations, "\n", - "# experimentsUsedSoFar: ", nrow(race_state$experiment_log), "\n", + "# experimentsUsed: ", experimentsUsed, "\n", "# timeUsed: ", timeUsed, "\n", "# remainingBudget: ", remainingBudget, "\n", "# currentBudget: ", currentBudget, "\n", @@ -712,6 +712,7 @@ irace_run <- function(scenario) n = if (scenario$maxExperiments != 0) ceiling(scenario$maxExperiments / minSurvival) else max(scenario$firstTest, length(scenario$instances))) indexIteration <- 1L + experimentsUsed <- 0L timeUsed <- 0 boundEstimate <- NA @@ -780,8 +781,9 @@ irace_run <- function(scenario) # For the used time, we count the time reported in all configurations # including rejected ones. timeUsed <- sum(race_state$experiment_log[["time"]], na.rm = TRUE) + experimentsUsed <- nrow(race_state$experiment_log) # User should return time zero for rejected_ids. - boundEstimate <- timeUsed / nrow(race_state$experiment_log) + boundEstimate <- timeUsed / experimentsUsed boundEstimate <- max(ceiling_digits(boundEstimate, scenario$boundDigits), scenario$minMeasurableTime) next_configuration <- nconfigurations + 1L @@ -889,13 +891,16 @@ irace_run <- function(scenario) race_state$timeUsed <- timeUsed ## Save to the log file. iraceResults$allConfigurations <- allConfigurations - iraceResults$state <- race_state - save_irace_logfile(iraceResults, logfile = scenario$logFile) + race_state$save_recovery(iraceResults, logfile = scenario$logFile) + # With elitist=TRUE and without targetEvaluator we should never re-run the # same configuration on the same (instance,seed) pair. - if (scenario$elitist && is.null(scenario$targetEvaluator)) - irace.assert(sum(!is.na(iraceResults$experiments)) == nrow(race_state$experiment_log)) + if (scenario$elitist) { + irace.assert(sum(!is.na(iraceResults$experiments)) == experimentsUsed) + if (is.null(scenario$targetEvaluator)) + irace.assert(experimentsUsed == nrow(race_state$experiment_log)) + } if (remainingBudget <= 0) { catInfo("Stopped because budget is exhausted") @@ -1019,7 +1024,7 @@ irace_run <- function(scenario) } catInfo("Iteration ", indexIteration, " of ", nbIterations, "\n", - "# experimentsUsedSoFar: ", nrow(race_state$experiment_log), "\n", + "# experimentsUsed: ", experimentsUsed, "\n", if (scenario$maxTime == 0) "" else paste0("# timeUsed: ", timeUsed, "\n", "# boundEstimate: ", boundEstimate, "\n"), @@ -1166,12 +1171,13 @@ irace_run <- function(scenario) iraceResults$experiments <- merge_matrix(iraceResults$experiments, raceResults$experiments) # Update remaining budget. + experimentsUsed <- experimentsUsed + raceResults$experimentsUsed if (scenario$maxTime > 0L) { timeUsed <- timeUsed + sum(raceResults$experiment_log[["time"]], na.rm = TRUE) - boundEstimate <- timeUsed / nrow(race_state$experiment_log) + boundEstimate <- timeUsed / experimentsUsed remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) } else { - remainingBudget <- remainingBudget - nrow(raceResults$experiment_log) + remainingBudget <- remainingBudget - raceResults$experimentsUsed } if (debugLevel >= 3L) { diff --git a/R/irace_summarise.R b/R/irace_summarise.R index 02aeb629..851800e1 100644 --- a/R/irace_summarise.R +++ b/R/irace_summarise.R @@ -52,7 +52,7 @@ irace_summarise <- function(iraceResults) n_configurations = nrow(iraceResults$allConfigurations), n_initial_configurations = if (is.null(iraceResults$scenario$initConfigurations)) 0L else nrow(iraceResults$scenario$initConfigurations), n_instances = nrow(iraceResults$experiments), - n_experiments = nrow(experiment_log), + n_experiments = if (is.null(iraceResults$scenario$targetEvaluator)) nrow(experiment_log) else sum(!is.na(iraceResults$experiments)), n_elites = length(iraceResults$allElites[[n_iterations]]), n_soft_restarts = sum(iraceResults$softRestart), n_rejected = length(rejected_ids), diff --git a/R/race_state.R b/R/race_state.R index 13e85f7d..55d00766 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -104,12 +104,23 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, irace.assert(identical(old, new)) new }, + + save_recovery = function(iraceResults, logfile) { + now <- self$timer$wallclock() + # Do not save to disk too frequently. + if (now >= self$time_next_save) { + # irace.note("Saving recovery info.\n") + iraceResults$state <- self + save_irace_logfile(iraceResults, logfile) + self$time_next_save <- now + .irace_minimum_saving_time + } + }, update_race_experiment_log = function(experiment_log, scenario) { self$race_experiment_log <- c(self$race_experiment_log, list(experiment_log)) now <- self$timer$wallclock() # Do not save to disk too frequently. - if (now > self$time_next_save) { + if (now >= self$time_next_save) { # irace.note("Saving recovery info.\n") iraceResults <- list( scenario = scenario, diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index e1699435..c8e4175d 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -164,16 +164,31 @@ irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy) } # Useful for testing recovery. -get_target_runner_error <- function(target_runner, limit) +wrap_target_runner_error <- function(target_runner, limit) { counter <- force(limit) targetRunner <- force(target_runner) - function(experiment, scenario) { + fun <- function(experiment, scenario) { counter <<- counter - 1L if (counter <= 0L) return(list(cost=NA)) targetRunner(experiment, scenario) } + parent.env(environment(fun)) <- globalenv() + fun +} + +wrap_target_runner_counter <- function(target_runner) +{ + counter <- 0L + targetRunner <- force(target_runner) + + fun <- function(experiment, scenario) { + counter <<- counter + 1L + targetRunner(experiment, scenario) + } + parent.env(environment(fun)) <- globalenv() + fun } diff --git a/tests/testthat/test-recovery.R b/tests/testthat/test-recovery.R index 6a61d8c4..9387838c 100644 --- a/tests/testthat/test-recovery.R +++ b/tests/testthat/test-recovery.R @@ -16,7 +16,8 @@ target_runner_xy <- function(experiment, scenario) himmelblau = f_himmelblau(x, y)) list(cost = value) } - parameters_table <- ' + +parameters_table <- ' x "" r (0, 1.00) y "" r (0, 1.00) ' @@ -25,19 +26,20 @@ target_runner_xy <- function(experiment, scenario) logFile <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") seed <- sample.int(min(2147483647L, .Machine$integer.max), size = 1, replace = TRUE) - + maxExperiments <- 500L + limit <- 100L + scenario <- list( instances = c("ackley", "goldestein", "matyas", "himmelblau"), parameters = parameters, targetRunner = target_runner_xy, logFile = logFile, seed = seed, - maxExperiments = 500L) + maxExperiments = maxExperiments) confs <- irace(scenario = scenario) - scenario$targetRunner <- get_target_runner_error(target_runner_xy, 200L) - parent.env(environment(scenario$targetRunner)) <- globalenv() + scenario$targetRunner <- wrap_target_runner_error(target_runner_xy, limit) # Otherwise, the tests are too fast. with_mocked_bindings({ expect_error(irace(scenario = scenario), "== irace == The cost returned by targetRunner is not numeric") @@ -45,15 +47,15 @@ target_runner_xy <- function(experiment, scenario) .irace_minimum_saving_time = 0 ) - logFile_new <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- modifyList(scenario, list( - targetRunner = target_runner_xy, + targetRunner = wrap_target_runner_counter(target_runner_xy), recoveryFile = logFile, seed = NA, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) + expect_lt(environment(scenario$targetRunner)$counter, maxExperiments - 50) }) test_that("recovery maxTime", { @@ -77,11 +79,9 @@ test_that("recovery maxTime", { maxTime = 500, logFile = logFile, parameters = parameters) - confs <- irace(scenario = scenario) - scenario$targetRunner <- get_target_runner_error(target_runner, 200L) - parent.env(environment(scenario$targetRunner)) <- globalenv() + scenario$targetRunner <- wrap_target_runner_error(target_runner, 200L) # Otherwise, the tests are too fast. with_mocked_bindings({ expect_error(irace(scenario = scenario), "== irace == The cost returned by targetRunner is not numeric") @@ -91,12 +91,14 @@ test_that("recovery maxTime", { logFile_new <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- modifyList(scenario, list( - targetRunner = target_runner, + targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) + expect_lt(environment(scenario$targetRunner)$counter, + nrow(read_logfile(logFile_new)$state$experiment_log) - 150L) }) }) # withr::with_output_sink() diff --git a/tests/testthat/test-targeteval.R b/tests/testthat/test-targeteval.R index 876f36f4..e7e6affb 100644 --- a/tests/testthat/test-targeteval.R +++ b/tests/testthat/test-targeteval.R @@ -17,11 +17,13 @@ test_that("target_evaluator", { } seed <- sample.int(min(2147483647L, .Machine$integer.max), size = 1L, replace = TRUE) instances <- 1:10 + limit <- 58L + maxExperiments <- 200 logFile <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- checkScenario(list( targetRunner = target_runner, targetEvaluator = target_evaluator, - maxExperiments = 200, instances = instances, + maxExperiments = maxExperiments, instances = instances, logFile = logFile, seed = seed, parameters = parameters)) @@ -30,16 +32,14 @@ test_that("target_evaluator", { scenario <- checkScenario(list( targetRunner = target_runner, targetEvaluator = target_evaluator, - maxExperiments = 200, instances = instances, + maxExperiments = maxExperiments, instances = instances, logFile = logFile, seed = seed, parameters = parameters)) confs <- irace(scenario = scenario) expect_gt(nrow(confs), 0L) - - scenario$targetRunner <- get_target_runner_error(target_runner, 50L) - parent.env(environment(scenario$targetRunner)) <- globalenv() + scenario$targetRunner <- wrap_target_runner_error(target_runner, limit) # Otherwise, the tests are too fast. with_mocked_bindings({ expect_error(irace(scenario = scenario), "== irace == The cost returned by targetRunner is not numeric") @@ -49,12 +49,13 @@ test_that("target_evaluator", { logFile_new <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- modifyList(scenario, list( - targetRunner = target_runner, + targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) + expect_equal(environment(scenario$targetRunner)$counter, maxExperiments - limit + 1L) }) test_that("target_evaluator maxTime", { @@ -66,6 +67,7 @@ test_that("target_evaluator maxTime", { seed <- sample.int(min(2147483647L, .Machine$integer.max), size = 1L, replace = TRUE) instances <- 1:10 + limit <- 100L logFile <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- checkScenario(list( targetRunner = target_runner, targetEvaluator = target_evaluator, @@ -76,8 +78,7 @@ test_that("target_evaluator maxTime", { confs <- irace(scenario = scenario) expect_gt(nrow(confs), 0L) - scenario$targetRunner <- get_target_runner_error(target_runner, 100L) - parent.env(environment(scenario$targetRunner)) <- globalenv() + scenario$targetRunner <- wrap_target_runner_error(target_runner, limit) # Otherwise, the tests are too fast. with_mocked_bindings({ expect_error(irace(scenario = scenario), "== irace == The cost returned by targetRunner is not numeric") @@ -87,13 +88,14 @@ test_that("target_evaluator maxTime", { logFile_new <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") scenario <- modifyList(scenario, list( - targetRunner = target_runner, + targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) - + expect_lt(environment(scenario$targetRunner)$counter, + sum(!is.na(read_logfile(logFile_new)$experiments)) - 10L) }) }) # withr::with_output_sink() From 544a8b3f8bc0b7483ff845a6b8384d85377d5652 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 29 Dec 2024 21:20:00 +0000 Subject: [PATCH 070/127] Do not import the whole package 'utils'. --- NAMESPACE | 2 +- R/ablation.R | 6 +++--- R/generation.R | 4 ++-- R/irace-package.R | 3 ++- R/main.R | 2 +- R/parameters.R | 2 +- R/race-wrapper.R | 2 +- R/race.R | 4 ++-- R/race_state.R | 4 ++-- R/readConfiguration.R | 6 +++--- R/scenario.R | 2 +- R/utils.R | 8 ++++---- 12 files changed, 23 insertions(+), 22 deletions(-) diff --git a/NAMESPACE b/NAMESPACE index 874cf4e3..9a4292f1 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -65,7 +65,6 @@ export(testing_fromlog) import(data.table) import(matrixStats) import(stats) -import(utils) import(withr) importFrom(R6,R6Class) importFrom(graphics,abline) @@ -78,3 +77,4 @@ importFrom(graphics,plot) importFrom(graphics,points) importFrom(graphics,strwidth) importFrom(spacefillr,generate_sobol_set) +importFrom(utils,str) diff --git a/R/ablation.R b/R/ablation.R index c796eb5e..7ba124a5 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -1,4 +1,4 @@ -.ablation.params.def <- read.table(header=TRUE, stringsAsFactors = FALSE, text=" +.ablation.params.def <- utils::read.table(header=TRUE, stringsAsFactors = FALSE, text=" name ab type short long default description iraceResults 0 p -l --log-file NA 'Path to the (.Rdata) file created by irace from which the \"iraceResults\" object will be loaded.' src 1 i -S --src 1 'Source configuration ID or the path to a file containing the configuration.' @@ -84,7 +84,7 @@ ablation_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) } if (!is.null(parser$readArg (short = "-v", long = "--version"))) { - print(citation(package="irace")) + print(utils::citation(package="irace")) return(invisible(NULL)) } @@ -631,7 +631,7 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, type = "b", pch = 19, ..., panel.first = { grid(nx = NA, ny = NULL, lwd = 2); - abline(h = c(costs_avg[1], tail(costs_avg, n = 1)), + abline(h = c(costs_avg[1], utils::tail(costs_avg, n = 1L)), col = "lightgray", lty = "dotted", lwd = 2) }) axis(1, at = seq_along(costs_avg), labels = labels, las = 3) if ("boxplot" %in% type) { diff --git a/R/generation.R b/R/generation.R index d303f720..62ae0da1 100644 --- a/R/generation.R +++ b/R/generation.R @@ -216,8 +216,8 @@ sample_from_model <- function(parameters, eliteConfigurations, model, # FIXME: We only need .WEIGHT. from eliteConfigurations. ids_elites <- names(model[[1L]]) irace.assert(identical(as.integer(ids_elites), as.integer(eliteConfigurations[[".ID."]])), { - print(str(ids_elites)) - print(str(eliteConfigurations[[".ID."]])) + print(utils::str(ids_elites)) + print(utils::str(eliteConfigurations[[".ID."]])) }) newConfigurations <- configurations_alloc(parameters$names, nrow = nbNewConfigurations, parameters) diff --git a/R/irace-package.R b/R/irace-package.R index 66980f55..7004cd86 100644 --- a/R/irace-package.R +++ b/R/irace-package.R @@ -3,7 +3,8 @@ #' \packageDescription{irace} #' #' @name irace-package -#' @import stats utils matrixStats withr data.table +#' @import stats matrixStats withr data.table +#' @importFrom utils str #' @importFrom R6 R6Class #' @importFrom graphics abline axis boxplot par plot points strwidth bxp grid #' @importFrom spacefillr generate_sobol_set diff --git a/R/main.R b/R/main.R index 40f9aba2..905faa73 100644 --- a/R/main.R +++ b/R/main.R @@ -344,7 +344,7 @@ irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) return(invisible(NULL)) } if (!is.null(parser$readArg(short = "-v", long = "--version"))) { - print(citation(package="irace")) + print(utils::citation(package="irace")) return(invisible(NULL)) } diff --git a/R/parameters.R b/R/parameters.R index fb3b7fce..22e64838 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -703,7 +703,7 @@ printParameters <- function(parameters) #' @export print.ParameterSpace <- function(x, digits = 15L, ...) { - str(x$.params, digits.d = digits) + utils::str(x$.params, digits.d = digits) cat("Forbidden:\n") print(x$forbidden, digits = 15L) } diff --git a/R/race-wrapper.R b/R/race-wrapper.R index 241446f7..f9730568 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -527,7 +527,7 @@ execute_experiments <- function(race_state, experiments, scenario) target_runner = target_runner) if (length(target_output) != length(experiments)) { irace.error("Stopping because the output of targetRunnerParallel is missing elements. The output was:\n", - paste0(capture.output(str(target_output)), collapse="\n")) + paste0(utils::capture.output(utils::str(target_output)), collapse="\n")) } } else if (scenario$batchmode != 0L) { target_output <- cluster_lapply(experiments, scenario = scenario) diff --git a/R/race.R b/R/race.R index 571705ae..4e6ae6a8 100644 --- a/R/race.R +++ b/R/race.R @@ -805,7 +805,7 @@ elitist_race <- function(race_state, maxExp, } } if (is.na(best)) { - dump.frames(dumpto = "best_crash", to.file = TRUE, + utils::dump.frames(dumpto = "best_crash", to.file = TRUE, include.GlobalEnv = TRUE) irace.assert(!is.na(best)) } @@ -920,7 +920,7 @@ elitist_race <- function(race_state, maxExp, } } if (is.na(best)) { - dump.frames(dumpto = "best_crash", to.file = TRUE, + utils::dump.frames(dumpto = "best_crash", to.file = TRUE, include.GlobalEnv = TRUE) irace.assert(!is.na(best)) } diff --git a/R/race_state.R b/R/race_state.R index 55d00766..301e0eb8 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -82,7 +82,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, "# .Random.seed: ", paste0(self$rng$random_seed, collapse = ", "), "\n") } # We do this here, so it is available even if we crash. - self$session_info <- sessionInfo() + self$session_info <- utils::sessionInfo() invisible(self) }, @@ -213,7 +213,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, print_mem_used = function(objects) { object_size_kb <- function (name, envir) - object.size(get(name, envir = envir)) / 1024 + utils::object.size(get(name, envir = envir)) / 1024 envir <- parent.frame() if (missing(objects)) diff --git a/R/readConfiguration.R b/R/readConfiguration.R index 908b09ec..085aba33 100644 --- a/R/readConfiguration.R +++ b/R/readConfiguration.R @@ -36,13 +36,13 @@ readConfigurationsFile <- function(filename, parameters, debugLevel = 0L, text) { if (missing(filename) && !missing(text)) { filename <- NULL - configurationTable <- read.table(text = text, header = TRUE, + configurationTable <- utils::read.table(text = text, header = TRUE, na.strings = c("NA", ""), colClasses = "character", stringsAsFactors = FALSE) } else { # Read the file. - configurationTable <- read.table(filename, header = TRUE, + configurationTable <- utils::read.table(filename, header = TRUE, na.strings = c("NA", ""), colClasses = "character", stringsAsFactors = FALSE) @@ -196,7 +196,7 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file irace.error("Duplicated configurations", if (is.null(filename)) "" else paste0(" in file '", filename, "'"), ":\n", - paste0(capture.output( + paste0(utils::capture.output( configurations[duplicated(configurations), , drop=FALSE]), "\n")) } configurations diff --git a/R/scenario.R b/R/scenario.R index 06f60dc8..f8effbdd 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -722,5 +722,5 @@ update_scenario <- function(scenario, ...) unknown_scenario_args <- setdiff(names(scenario_args), names(scenario)) if (length(unknown_scenario_args)) irace.error("Unknown scenario settings given: ", paste0(unknown_scenario_args, collapse=", ")) - modifyList(scenario, scenario_args) + utils::modifyList(scenario, scenario_args) } diff --git a/R/utils.R b/R/utils.R index 17711902..369d23e1 100644 --- a/R/utils.R +++ b/R/utils.R @@ -45,7 +45,7 @@ irace_internal_error <- function(...) op <- c(op, list(error = irace_dump_frames)) withr::local_options(op) # 6 to not show anything below irace.assert() - bt <- capture.output(traceback(5)) + bt <- utils::capture.output(traceback(5)) warnings() stop (.irace_msg_prefix, paste0(..., collapse = "\n"), "\n", paste0(bt, collapse= "\n"), "\n", @@ -61,7 +61,7 @@ irace.assert <- function(exp, eval_after = NULL) mc <- sys.call()[[2L]] msg <- paste0("'", deparse(mc), "' is not TRUE") if (!is.null(eval_after)) { - msg_after <- eval.parent(capture.output(eval_after)) + msg_after <- eval.parent(utils::capture.output(eval_after)) msg <- paste0(msg, "\n", paste0(msg_after, collapse="\n")) } irace_internal_error(msg) @@ -311,8 +311,8 @@ mpiInit <- function(nslaves, debugLevel = 0) # what mpi.finalize does, minus the annoying message: "Exiting Rmpi. Rmpi # cannot be used unless relaunching R", which we do not care about # because this finalizer should only be called when exiting R. - capture.output(Rmpi::mpi.finalize(), - file = if (.Platform$OS.type == 'windows') 'NUL' else '/dev/null') + utils::capture.output(Rmpi::mpi.finalize(), + file = if (.Platform$OS.type == 'windows') 'NUL' else '/dev/null') }, onexit = TRUE) # Create slaves From bfc5a4f1e62f7a2c9372893d7f664ab25c770dd3 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 29 Dec 2024 21:20:39 +0000 Subject: [PATCH 071/127] * .github/workflows/R-CMD-check.yaml: Test macos-13 and macos-14 for R 4.0. * DESCRIPTION: Require matrixStats >= 1.4.1 * R/psRace.R: Add more asserts. --- .github/workflows/R-CMD-check.yaml | 11 +++++------ DESCRIPTION | 2 +- R/psRace.R | 18 +++++++++++++++++- 3 files changed, 23 insertions(+), 8 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 8ca56034..29b23b68 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -29,13 +29,12 @@ jobs: strategy: fail-fast: false matrix: - os: [ ubuntu-22.04, windows-latest, macos-13, macos-14 ] - r: [ release ] + os: [ windows-latest, macos-13, macos-14 ] + r: [ release, 4.0 ] include: - # Use 4.0 to check with rtools40's older compiler - - { os: windows-latest, r: '4.0' } - # Minimum supported version. - - {os: ubuntu-20.04, r: '4.0'} + # 4.0 is the minimum supported version. + - { os: ubuntu-20.04, r: '4.0'} + - { os: ubuntu-22.04, r: 'release' } # Use latest ubuntu to make it easier to install dependencies - { os: ubuntu-24.04, r: 'devel', http-user-agent: 'release' } diff --git a/DESCRIPTION b/DESCRIPTION index 2c00bb63..e2bd536e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -25,7 +25,7 @@ Imports: compiler, fs, data.table (>= 1.15.0), - matrixStats, + matrixStats (>= 1.4.1), R6, spacefillr, withr diff --git a/R/psRace.R b/R/psRace.R index a856958b..3c380be5 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -104,7 +104,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (length(rejected_ids)) conf_ids <- setdiff(conf_ids, rejected_ids) experiments <- experiments[, conf_ids, drop = FALSE] - conf_needs <- matrixStats::colCounts(experiments, value = NA) + conf_needs <- matrixStats::colCounts(experiments, value = NA, useNames = TRUE) n_done <- nrow(experiments) - min(conf_needs) # Remove any configuration that needs more than max_experiments. conf_needs <- conf_needs[conf_needs <= max_experiments] @@ -119,10 +119,20 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- names(conf_needs) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + irace.assert(length(conf_ids) > 1L, eval_after = { + cat("n_confs: ", n_confs, "\nn_new:", n_new, "\n") + print(conf_needs) + save(iraceResults, file="bug-conf_ids.Rdata") + }) return(conf_ids) } # Let's try first to evaluate on new instances. conf_needs_new <- truncate_conf_needs(conf_needs + n_new, max_len = 16L) + irace.assert(length(conf_needs_new) > 1L, eval_after={ + cat("max_experiments: ", max_experiments, "\nn_new: ", n_new, "\nconf_needs:") + print(conf_needs) + save(iraceResults, file="bug-conf_ids.Rdata") + }) combs <- generate_combs_2(length(conf_needs_new)) left <- sapply(combs, function(x) max_experiments - sum(conf_needs_new[x]), USE.NAMES=FALSE) irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), @@ -161,6 +171,12 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- names(conf_needs) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + irace.assert(length(conf_ids) > 1L, eval_after = { + print(conf_needs) + cat("winner: ", winner, "\n") + cat("combs[[winner]]: ", paste0(collapse=",", combs[[winner]]), "\n") + save(iraceResults, file="bug-conf_ids.Rdata") + }) return(conf_ids) } conf_ids <- get_confs_for_psrace(iraceResults, iteration_elites, max_experiments, From 6e9fb27bfd033dc8c9c9a078b92ee14f5e498c9d Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 30 Dec 2024 21:03:46 +0000 Subject: [PATCH 072/127] Rename irace.assert, irace.warning, irace.note and irace.error to irace_assert, irace_warning, irace_note and irace_error. --- R/ablation.R | 22 +++---- R/cluster.R | 8 +-- R/generation.R | 20 +++--- R/irace.R | 74 ++++++++++----------- R/main.R | 32 ++++----- R/model.R | 8 +-- R/multi_irace.R | 8 +-- R/parameters.R | 28 ++++---- R/psRace.R | 24 +++---- R/race-wrapper.R | 20 +++--- R/race.R | 150 +++++++++++++++++++++--------------------- R/race_state.R | 28 ++++---- R/readConfiguration.R | 20 +++--- R/readParameters.R | 24 +++---- R/scenario.R | 96 +++++++++++++-------------- R/testing.R | 8 +-- R/utils.R | 64 +++++++++--------- inst/exdata/sann.rda | Bin 166644 -> 176822 bytes 18 files changed, 317 insertions(+), 317 deletions(-) diff --git a/R/ablation.R b/R/ablation.R index 7ba124a5..4592cd8a 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -95,12 +95,12 @@ ablation_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) stop("Unknown command-line options: ", paste(parser$argv, collapse = " ")) if (is.null(params$iraceResults)) { - irace.error("You must provide the path to the '.Rdata' file that contains the 'iraceResults' object generated by irace.") + irace_error("You must provide the path to the '.Rdata' file that contains the 'iraceResults' object generated by irace.") return(invisible(NULL)) } iraceResults <- read_logfile(params$iraceResults) if (is.null(params$old_path) != is.null(params$new_path)) { - irace.error("To update paths you must provide both --old-path and --new-path.") + irace_error("To update paths you must provide both --old-path and --new-path.") return(invisible(NULL)) } else if (!is.null(params$old_path)) { iraceResults$scenario <- scenario_update_paths(iraceResults$scenario, params$old_path, params$new_path) @@ -314,7 +314,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, iraceResults <- read_logfile(iraceResults) log_version <- get_log_clean_version(iraceResults) if (log_version < "3.9.0") - irace.error("The version of the logfile (", log_version, ") is too old for this version of ablation") + irace_error("The version of the logfile (", log_version, ") is too old for this version of ablation") if (is.null(iraceResults$state$completed) || length(iraceResults$state$completed) != 1L || iraceResults$state$completed == "Incomplete") @@ -363,7 +363,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, if (src == target) stop("Source and target configuration IDs must be different!") - irace.note ("Starting ablation from ", src, " to ", target, "\n# Seed: ", race_state$seed, "\n") + irace_note ("Starting ablation from ", src, " to ", target, "\n# Seed: ", race_state$seed, "\n") cat("# Source configuration (row number is ID):\n") src_configuration <- iraceResults$allConfigurations[src, , drop = FALSE] configurations_print(src_configuration) @@ -375,13 +375,13 @@ ablation <- function(iraceResults, src = 1L, target = NULL, if (is.null(ab_params)) { ab_params <- parameters$names } else if (!all(ab_params %in% parameters$names)) { - irace.error("Some of the parameters provided (", paste0(setdiff(ab_params, parameters$names), collapse=", "), + irace_error("Some of the parameters provided (", paste0(setdiff(ab_params, parameters$names), collapse=", "), ") are not defined in the parameter space.") } # Select parameters that are different in both configurations neq_params <- which(src_configuration[,ab_params] != target_configuration[,ab_params]) if (length(neq_params) == 0L) - irace.error("src and target configurations are equal considering the parameters selected.\n") + irace_error("src and target configurations are equal considering the parameters selected.\n") param_names <- colnames(src_configuration[,ab_params])[neq_params] # FIXME: Do we really need to override the ID? @@ -396,7 +396,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, instances_ID = race_state$instances_log[["instanceID"]], seeds = race_state$instances_log[["seed"]], bounds = scenario$boundMax) - irace.note("Executing source and target configurations on the given instances * nrep (", nrow(race_state$instances_log), ")...\n") + irace_note("Executing source and target configurations on the given instances * nrep (", nrow(race_state$instances_log), ")...\n") race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) @@ -452,7 +452,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, race_state$next_instance <- 1L } - irace.note("Ablation (", type, ") of ", nrow(aconfigurations), + irace_note("Ablation (", type, ") of ", nrow(aconfigurations), " configurations on ", nrow(race_state$instances_log), " instances.\n") # Force the race to see all instances in "full" mode # FIXME: Full mode should simply evaluate all instances in parallel. @@ -511,7 +511,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, ## bugs. Instead of fixing it here, we should not generate the discrepancy ## ever. best_configuration <- all_configurations[trajectory[best_id],,drop=FALSE] - irace.note("Final best configuration:\n") + irace_note("Final best configuration:\n") configurations_print(best_configuration) # Check for duplicated results: @@ -534,7 +534,7 @@ ablation_labels <- function(trajectory, configurations) current <- configurations[i, , drop = FALSE] # Select everything that is NOT NA now and was different or NA before. select <- !is.na(current) & (is.na(last) | (current != last)) - irace.assert(!anyNA(select)) + irace_assert(!anyNA(select)) labels[i] <- paste0(param_names[select], "=", current[, select], collapse = "\n") last <- current } @@ -580,7 +580,7 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, if (missing(ylab) && ("rank" %in% type)) ylab <- "Rank per instance" if (missing(ablog) || is.null(ablog)) { - irace.error("You must provide an 'ablog' object generated by ablation() or the path to the '.Rdata' file that contains this object.") + irace_error("You must provide an 'ablog' object generated by ablation() or the path to the '.Rdata' file that contains this object.") } ablog <- read_ablogfile(ablog) if (!ablog$complete) diff --git a/R/cluster.R b/R/cluster.R index df8f6a92..62b96894 100644 --- a/R/cluster.R +++ b/R/cluster.R @@ -89,7 +89,7 @@ cluster_lapply <- function(X, scenario, poll.time = 2) torque = torque.job.finished, slurm = slurm.job.finished, htcondor = htcondor.job.finished, - irace.error ("Invalid value of scenario$batchmode = ", scenario$batchmode)) + irace_error ("Invalid value of scenario$batchmode = ", scenario$batchmode)) # Parallel controls how many jobs we send at once. Some clusters have low # limits. @@ -101,14 +101,14 @@ cluster_lapply <- function(X, scenario, poll.time = 2) chunks <- split(X, ceiling(seq_along(X) / chunksize)) for (chunk in chunks) { if (debugLevel >= 1) { - irace.note ("Sending ", length(chunk), " / ", length(X), " jobs\n") + irace_note ("Sending ", length(chunk), " / ", length(X), " jobs\n") } output <- lapply(chunk, exec_target_runner, scenario = scenario, target_runner = target_runner_qsub) jobIDs <- sapply(output, "[[", "jobID") ## Wait for cluster jobs to finish. if (length(jobIDs) > 0L && debugLevel >= 1L) { - irace.note("Waiting for jobs ('.' == ", poll.time, " s) ") + irace_note("Waiting for jobs ('.' == ", poll.time, " s) ") } for (jobID in jobIDs) { while (!cluster.job.finished(jobID)) { @@ -117,7 +117,7 @@ cluster_lapply <- function(X, scenario, poll.time = 2) } if (debugLevel >= 1) { cat("\n") - irace.note ("DONE (", jobID, ")\n") + irace_note ("DONE (", jobID, ")\n") } } } diff --git a/R/generation.R b/R/generation.R index 62ae0da1..dadeded1 100644 --- a/R/generation.R +++ b/R/generation.R @@ -36,11 +36,11 @@ getDependentBound <- function(param, configuration) # If it depends on a parameter that is disabled, then this is disabled. if (anyNA(configuration[deps])) return(NA) domain <- sapply(domain, eval, configuration) - irace.assert(all(is.finite(domain))) + irace_assert(all(is.finite(domain))) # Value gets truncated (defined from robotics initial requirements) if (param[["type"]] == "i") domain <- as.integer(domain) if (domain[[1L]] > domain[[2L]]) { - irace.error ("Invalid domain (", paste0(domain, collapse=", "), + irace_error ("Invalid domain (", paste0(domain, collapse=", "), ") generated for parameter '", param[["name"]], "' that depends on parameters (", paste0(deps, collapse=", "), "). This is NOT a bug in irace. Check the definition of these parameters.") @@ -60,14 +60,14 @@ get_dependent_domain <- function(param, configuration) # If it depends on a parameter that is disabled, then this is disabled. if (anyNA(configuration[deps])) return(NA) - irace.assert(is.expression(domain)) + irace_assert(is.expression(domain)) domain <- sapply(domain, eval, configuration, USE.NAMES=FALSE) - irace.assert(all(is.finite(domain))) + irace_assert(all(is.finite(domain))) # Value gets truncated (defined from robotics initial requirements) if (param[["type"]] == "i") domain <- as.integer(domain) if (domain[[1L]] > domain[[2L]]) { # FIXME: Add test for this error. - irace.error ("Invalid domain (", paste0(domain, collapse=", "), + irace_error ("Invalid domain (", paste0(domain, collapse=", "), ") generated for parameter '", param[["name"]], "' that depends on parameters (", paste0(deps, collapse=", "), "). This is NOT a bug in irace. Check the definition of these parameters.") @@ -145,7 +145,7 @@ sampleSobol <- function(parameters, n, repair = NULL) newConfigurations <- unique(newConfigurations) newConfigurations <- filter_forbidden(newConfigurations, forbidden) if (nrow(newConfigurations) == 0L) { - irace.error("irace tried to sample a configuration not forbidden without success, perhaps your constraints are too strict?") + irace_error("irace tried to sample a configuration not forbidden without success, perhaps your constraints are too strict?") } newConfigurations <- truncate_rows(newConfigurations, n) } @@ -202,7 +202,7 @@ sampleUniform <- function(parameters, nbConfigurations, repair = NULL) generate_uniform(parameters, needed, repair = repair))) retries <- retries - 1L if (retries == 0L) { - irace.error("irace tried 100 times to sample uniformly a configuration not forbidden without success, perhaps your constraints are too strict?") + irace_error("irace tried 100 times to sample uniformly a configuration not forbidden without success, perhaps your constraints are too strict?") } } } @@ -215,7 +215,7 @@ sample_from_model <- function(parameters, eliteConfigurations, model, { # FIXME: We only need .WEIGHT. from eliteConfigurations. ids_elites <- names(model[[1L]]) - irace.assert(identical(as.integer(ids_elites), as.integer(eliteConfigurations[[".ID."]])), { + irace_assert(identical(as.integer(ids_elites), as.integer(eliteConfigurations[[".ID."]])), { print(utils::str(ids_elites)) print(utils::str(eliteConfigurations[[".ID."]])) }) @@ -265,7 +265,7 @@ sampleModel <- function(parameters, eliteConfigurations, model, nbNewConfigurations, repair = NULL) { if (nbNewConfigurations <= 0) - irace.error ("The number of configurations to generate appears to be negative or zero.") + irace_error ("The number of configurations to generate appears to be negative or zero.") newConfigurations <- sample_from_model(parameters, eliteConfigurations, model, nbNewConfigurations, repair) forbidden <- parameters$forbidden @@ -280,7 +280,7 @@ sampleModel <- function(parameters, eliteConfigurations, model, newConfigurations <- rbindlist(list(newConfigurations, tmp)) retries <- retries - 1L if (retries == 0L) { - irace.error("irace tried 100 times to sample from the model a configuration not forbidden without success, perhaps your constraints are too strict?") + irace_error("irace tried 100 times to sample from the model a configuration not forbidden without success, perhaps your constraints are too strict?") } } } diff --git a/R/irace.R b/R/irace.R index 708cca2e..6ab3b122 100644 --- a/R/irace.R +++ b/R/irace.R @@ -17,7 +17,7 @@ recoverFromFile <- function(filename, scenario = list()) { iraceResults <- read_logfile(filename) if (iraceResults$irace_version != irace::irace_version) - irace.error("Recovery file '", filename, "' was generated by a version of irace (", + irace_error("Recovery file '", filename, "' was generated by a version of irace (", iraceResults$irace_version, ") different from this version of irace (", irace::irace_version, ").") @@ -101,16 +101,16 @@ similarConfigurations <- function(configurations, parameters, threshold) { # FIXME: Use data.table debug.level <- getOption(".irace.debug.level", 0) - if (debug.level >= 1) irace.note ("Computing similarity of configurations .") + if (debug.level >= 1) irace_note ("Computing similarity of configurations .") # Create vectors of categorical and numerical p <- parameters$types %in% c("c","o") vecCat <- parameters$names[p & !parameters$isFixed] vecNum <- parameters$names[!p & !parameters$isFixed] - irace.assert(all(parameters$types[vecCat] %in% c("c","o"))) - irace.assert(all(parameters$types[vecNum] %not_in% c("c","o"))) - irace.assert(length(intersect(vecCat, vecNum)) == 0) + irace_assert(all(parameters$types[vecCat] %in% c("c","o"))) + irace_assert(all(parameters$types[vecNum] %not_in% c("c","o"))) + irace_assert(length(intersect(vecCat, vecNum)) == 0) nbCater <- length(vecCat) nbNumer <- length(vecNum) @@ -158,7 +158,7 @@ similarConfigurations <- function(configurations, parameters, threshold) blockIds <- which(strings == strings[beginBlock]) endBlock <- blockIds[length(blockIds)] - irace.assert (endBlock > beginBlock) + irace_assert (endBlock > beginBlock) ## Loop inside blocks: for (i in seq(beginBlock, endBlock - 1L)) { ## Compare configuration i with all the ones that are after in the block @@ -304,11 +304,11 @@ checkMinimumBudget <- function(scenario, remainingBudget, minSurvival, nbIterati if (remainingBudget >= minimumBudget) return(TRUE) if (scenario$maxTime == 0) { - irace.error("Insufficient budget: ", + irace_error("Insufficient budget: ", "With the current settings, irace will require a value of ", "'maxExperiments' of at least '", minimumBudget, "'.") } else if (nbIterations == 1L) { - irace.error("Insufficient budget: ", + irace_error("Insufficient budget: ", "With the current settings and estimated time per run (", boundEstimate, ") irace will require a value of 'maxTime' of at least '", ceiling((minimumBudget * boundEstimate) + timeUsed), "'.") @@ -381,7 +381,7 @@ allConfigurationsInit <- function(scenario) } if (!is.null.or.empty(initConfigurations)) { if (!is.null.or.empty(scenario$configurationsFile) && !identical(initConfigurations, confs_from_file)) - irace.warning("'initConfigurations' provided in 'scenario',", + irace_warning("'initConfigurations' provided in 'scenario',", " thus ignoring configurations from file '", scenario$configurationsFile, "'.") cat("# Adding", nrow(initConfigurations), "initial configuration(s)\n") @@ -397,7 +397,7 @@ allConfigurationsInit <- function(scenario) num <- nrow(allConfigurations) allConfigurations <- checkForbidden(allConfigurations, scenario$parameters$forbidden) if (nrow(allConfigurations) < num) { - irace.warning(num - nrow(allConfigurations), " of the ", num, + irace_warning(num - nrow(allConfigurations), " of the ", num, " initial configurations were forbidden", " and, thus, discarded.") } @@ -415,7 +415,7 @@ allConfigurationsInit <- function(scenario) # Output: nbElites elites, sorted by ranks, with the weights assigned. extractElites <- function(configurations, nbElites, debugLevel) { - irace.assert(nbElites > 0L) + irace_assert(nbElites > 0L) # Keep only alive configurations. elites <- as.data.table(configurations) before <- nrow(elites) @@ -425,7 +425,7 @@ extractElites <- function(configurations, nbElites, debugLevel) elites <- unique(elites, by=which(!startsWith(colnames(elites), "."))) after <- nrow(elites) if (debugLevel >= 2L && after < before) - irace.note("Dropped ", before - after, " duplicated elites.\n") + irace_note("Dropped ", before - after, " duplicated elites.\n") after <- min(after, nbElites) .RANK. <- NULL @@ -636,13 +636,13 @@ irace_run <- function(scenario) if (is.null.or.empty(scenario$recoveryFile)) { race_state <- RaceState$new(scenario) } else { - irace.note ("Recovering from file: '", scenario$recoveryFile,"'\n") + irace_note ("Recovering from file: '", scenario$recoveryFile,"'\n") race_state <- recoverFromFile(scenario$recoveryFile, scenario = scenario) } quiet <- scenario$quiet catInfo <- if (quiet) do_nothing else function(..., verbose = TRUE) { - irace.note (..., "\n") + irace_note (..., "\n") if (verbose) { cat ("# Iteration: ", indexIteration, "\n", "# nbIterations: ", nbIterations, "\n", @@ -681,7 +681,7 @@ irace_run <- function(scenario) firstRace <- TRUE # Create a data frame of all configurations ever generated. allConfigurations <- allConfigurationsInit(scenario) - irace.assert(is.integer(allConfigurations[[".ID."]])) + irace_assert(is.integer(allConfigurations[[".ID."]])) nbUserConfigurations <- nrow(allConfigurations) # To save the logs @@ -735,7 +735,7 @@ irace_run <- function(scenario) # Get the number of instances to be used. ninstances <- round_to_next_multiple(scenario$firstTest, scenario$blockSize) estimationTime <- ceiling(scenario$maxTime * scenario$budgetEstimation) - irace.note("Estimating execution time using ", 100 * scenario$budgetEstimation, + irace_note("Estimating execution time using ", 100 * scenario$budgetEstimation, "% of ", scenario$maxTime, " = ", estimationTime, "\n") # Estimate the number of configurations to be used @@ -746,7 +746,7 @@ irace_run <- function(scenario) if (estimationTime < boundEstimate * nruns) { boundEstimate <- max(ceiling_digits(estimationTime / nruns, scenario$boundDigits), scenario$minMeasurableTime) if (!is.null(scenario$boundMax)) { - irace.warning("boundMax = ", scenario$boundMax, " is too large, using ", boundEstimate, " instead.\n") + irace_warning("boundMax = ", scenario$boundMax, " is too large, using ", boundEstimate, " instead.\n") # FIXME: We should not modify the scenario scenario$boundMax <- boundEstimate } @@ -800,13 +800,13 @@ irace_run <- function(scenario) } # end of repeat if (length(race_state$rejected_ids)) - irace.note ("Immediately rejected configurations: ", + irace_note ("Immediately rejected configurations: ", paste0(race_state$rejected_ids, collapse = ", ") , "\n") # Update budget remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) elite_configurations <- allConfigurations[allConfigurations[[".ID."]] %not_in% race_state$rejected_ids, , drop = FALSE] - irace.assert(is.integer(elite_configurations[[".ID."]])) + irace_assert(is.integer(elite_configurations[[".ID."]])) # Without elitist, the racing does not re-use the results computed during # the estimation. This means that the time used during estimation needs # to be spent again during racing, thus leaving less time for racing. We @@ -814,13 +814,13 @@ irace_run <- function(scenario) # implementation detail, thus we assume that the time was not actually # wasted. if (!scenario$elitist) timeUsed <- 0 - irace.note("Estimated execution time is ", boundEstimate, " based on ", + irace_note("Estimated execution time is ", boundEstimate, " based on ", next_configuration - 1L, " configurations and ", ninstances," instances. Used time: ", timeUsed, ", remaining time: ", (scenario$maxTime - timeUsed), ", remaining budget (experiments): ", remainingBudget, "\n") if (!is.null(scenario$boundMax) && 2 * boundEstimate < scenario$boundMax) { - irace.warning("boundMax=", scenario$boundMax, " is much larger than estimated execution time, using ", + irace_warning("boundMax=", scenario$boundMax, " is much larger than estimated execution time, using ", 2 * boundEstimate, " instead.\n") scenario$boundMax <- 2 * boundEstimate } @@ -855,7 +855,7 @@ irace_run <- function(scenario) min(minSurvival * 2L, scenario$nbConfigurations) else minSurvival * 2L } - if (!is.null(warn_msg)) irace.warning(warn_msg) + if (!is.null(warn_msg)) irace_warning(warn_msg) catInfo("Initialization\n", if (scenario$elitist) @@ -897,9 +897,9 @@ irace_run <- function(scenario) # With elitist=TRUE and without targetEvaluator we should never re-run the # same configuration on the same (instance,seed) pair. if (scenario$elitist) { - irace.assert(sum(!is.na(iraceResults$experiments)) == experimentsUsed) + irace_assert(sum(!is.na(iraceResults$experiments)) == experimentsUsed) if (is.null(scenario$targetEvaluator)) - irace.assert(experimentsUsed == nrow(race_state$experiment_log)) + irace_assert(experimentsUsed == nrow(race_state$experiment_log)) } if (remainingBudget <= 0) { @@ -1077,13 +1077,13 @@ irace_run <- function(scenario) nbNewConfigurations <- nbConfigurations - nrow(elite_configurations) # Update the model based on elites configurations - if (debugLevel >= 1L) irace.note("Update model\n") + if (debugLevel >= 1L) irace_note("Update model\n") model <- updateModel(scenario$parameters, elite_configurations, model, indexIteration, nbIterations, nbNewConfigurations, elitist = scenario$elitist) if (debugLevel >= 2L) printModel (model) if (debugLevel >= 1L) - irace.note("Sample ", nbNewConfigurations, " configurations from model\n") - irace.assert(is.integer(elite_configurations[[".ID."]])) + irace_note("Sample ", nbNewConfigurations, " configurations from model\n") + irace_assert(is.integer(elite_configurations[[".ID."]])) newConfigurations <- sampleModel(scenario$parameters, elite_configurations, model, nbNewConfigurations, repair = scenario$repairConfiguration) @@ -1103,7 +1103,7 @@ irace_run <- function(scenario) # Rprof(NULL) if (!is.null(restart_ids)) { if (debugLevel >= 1L) - irace.note("Soft restart: ", paste(collapse = " ", restart_ids), " !\n") + irace_note("Soft restart: ", paste(collapse = " ", restart_ids), " !\n") model <- restartModel(model, raceConfigurations, restart_ids, scenario$parameters, nbNewConfigurations) iraceResults$softRestart[indexIteration] <- TRUE @@ -1131,7 +1131,7 @@ irace_run <- function(scenario) } if (debugLevel >= 2L) { - irace.note("Configurations for the race n ", indexIteration, + irace_note("Configurations for the race n ", indexIteration, " (elite configurations listed first, then new configurations):\n") configurations_print(raceConfigurations, metadata = TRUE) } @@ -1150,7 +1150,7 @@ irace_run <- function(scenario) update = TRUE) } - if (debugLevel >= 1L) irace.note("Launch race\n") + if (debugLevel >= 1L) irace_note("Launch race\n") raceResults <- elitist_race (race_state, scenario = scenario, configurations = raceConfigurations, maxExp = currentBudget, @@ -1181,16 +1181,16 @@ irace_run <- function(scenario) } if (debugLevel >= 3L) { - irace.note("Results for the race of iteration ", indexIteration, + irace_note("Results for the race of iteration ", indexIteration, " (from best to worst, according to the ", test.type.order.str(scenario$testType), "):\n") configurations_print(raceResults$configurations, metadata = TRUE) } - if (debugLevel >= 1L) irace.note("Extracting elites\n") + if (debugLevel >= 1L) irace_note("Extracting elites\n") elite_configurations <- extractElites(raceResults$configurations, nbElites = minSurvival, debugLevel = scenario$debugLevel) - irace.note("Elite configurations (first number is the configuration ID;", + irace_note("Elite configurations (first number is the configuration ID;", " listed from best to worst according to the ", test.type.order.str(scenario$testType), "):\n") if (!quiet) configurations_print(elite_configurations, metadata = debugLevel >= 1L) @@ -1198,18 +1198,18 @@ irace_run <- function(scenario) iraceResults$allElites[[indexIteration]] <- elite_configurations[[".ID."]] if (firstRace) { - if (debugLevel >= 1L) irace.note("Initialise model\n") + if (debugLevel >= 1L) irace_note("Initialise model\n") model <- initialiseModel(scenario$parameters, elite_configurations) if (debugLevel >= 2L) printModel (model) firstRace <- FALSE } if (debugLevel >= 1L) { - irace.note("End of iteration ", indexIteration, "\n") + irace_note("End of iteration ", indexIteration, "\n") if (debugLevel >= 3L) { - irace.note("All configurations (sampling order):\n") + irace_note("All configurations (sampling order):\n") configurations_print(allConfigurations, metadata = TRUE) - irace.note("Memory used in irace():\n") + irace_note("Memory used in irace():\n") race_state$print_mem_used() } } diff --git a/R/main.R b/R/main.R index 905faa73..f36ed1cc 100644 --- a/R/main.R +++ b/R/main.R @@ -127,7 +127,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, testInstancesDir, testInstancesFile, testInstances) { if (is.null.or.empty(logFile)) { - irace.note("No logFile provided to perform the testing of configurations. Skipping testing.\n") + irace_note("No logFile provided to perform the testing of configurations. Skipping testing.\n") return(FALSE) } iraceResults <- read_logfile(logFile) @@ -160,7 +160,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, if (instances_changed || is.null.or.empty(scenario[["testInstances"]])) { scenario <- setup_test_instances(scenario) if (is.null.or.empty(scenario[["testInstances"]])) { - irace.note("No test instances, skip testing\n") + irace_note("No test instances, skip testing\n") return(FALSE) } } @@ -176,7 +176,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, testing_id <- unique.default(unlist(testing_id)) configurations <- iraceResults$allConfigurations[testing_id, , drop=FALSE] - irace.note ("Testing configurations (in no particular order): ", paste(testing_id, collapse=" "), "\n") + irace_note ("Testing configurations (in no particular order): ", paste(testing_id, collapse=" "), "\n") testing_common(configurations, scenario, iraceResults) return(TRUE) } @@ -201,7 +201,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, #' @export testing_fromfile <- function(filename, scenario) { - irace.note ("Checking scenario.\n") + irace_note ("Checking scenario.\n") scenario <- checkScenario(scenario) if (!scenario$quiet) printScenario(scenario) @@ -211,7 +211,7 @@ testing_fromfile <- function(filename, scenario) num <- nrow(configurations) configurations <- checkForbidden(configurations, scenario$parameters$forbidden) if (nrow(configurations) < num) { - irace.warning("Some of the configurations in the configurations file were forbidden", + irace_warning("Some of the configurations in the configurations file were forbidden", "and, thus, discarded.") } # To save the logs @@ -219,7 +219,7 @@ testing_fromfile <- function(filename, scenario) irace_version = irace_version, allConfigurations = configurations) - irace.note ("Testing configurations (in the order given as input): \n") + irace_note ("Testing configurations (in the order given as input): \n") testing_common(configurations, scenario, iraceResults) } @@ -229,10 +229,10 @@ testing_common <- function(configurations, scenario, iraceResults) if (verbose) configurations_print(configurations) iraceResults$testing <- testConfigurations(configurations, scenario) save_irace_logfile(iraceResults, logfile = scenario$logFile) - irace.note ("Testing results (column number is configuration ID in no particular order):\n") + irace_note ("Testing results (column number is configuration ID in no particular order):\n") if (verbose) print(cbind(seeds = iraceResults$testing$seeds, as.data.frame(iraceResults$testing$experiments))) - irace.note ("Finished testing\n") + irace_note ("Finished testing\n") iraceResults } @@ -262,23 +262,23 @@ testing_common <- function(configurations, scenario, iraceResults) #' @export checkIraceScenario <- function(scenario) { - irace.note ("Checking scenario\n") + irace_note ("Checking scenario\n") scenario$debugLevel <- 2L scenario <- checkScenario(scenario) if (!scenario$quiet) printScenario(scenario) - irace.note("Checking target runner.\n") + irace_note("Checking target runner.\n") if (checkTargetFiles(scenario = scenario)) { - irace.note("Check successful.\n") + irace_note("Check successful.\n") return(TRUE) } - irace.error("Check unsuccessful.\n") + irace_error("Check unsuccessful.\n") return(FALSE) } init <- function() { - irace.note("Initializing working directory...\n") + irace_note("Initializing working directory...\n") libPath <- system.file(package = "irace") tmplFiles <- list.files(file.path(libPath, "templates")) for (file in tmplFiles) { @@ -375,7 +375,7 @@ irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) } if (length(parser$argv)) - irace.error ("Unknown command-line options: ", paste(parser$argv, collapse = " ")) + irace_error ("Unknown command-line options: ", paste(parser$argv, collapse = " ")) irace_common(scenario = scenario, simple=FALSE) } @@ -401,7 +401,7 @@ checkTargetFiles <- function(scenario) initConfigurations <- allConfigurationsInit(scenario) setDT(initConfigurations) if (nrow(initConfigurations) > 0L) { - irace.assert(all(colnames(configurations) == colnames(initConfigurations))) + irace_assert(all(colnames(configurations) == colnames(initConfigurations))) configurations <- rbindlist(list(initConfigurations, configurations)) set(configurations, j = ".ID.", value = seq_nrow(configurations)) } @@ -442,7 +442,7 @@ checkTargetFiles <- function(scenario) print(output, digits = 15L) } - irace.assert(is.null(scenario$targetEvaluator) == is.null(race_state$target_evaluator)) + irace_assert(is.null(scenario$targetEvaluator) == is.null(race_state$target_evaluator)) if (!result) return(FALSE) if (!is.null(scenario$targetEvaluator)) { diff --git a/R/model.R b/R/model.R index 5da07d77..e229d1bf 100644 --- a/R/model.R +++ b/R/model.R @@ -98,7 +98,7 @@ updateModel <- function(parameters, eliteConfigurations, oldModel, for (currentParameter in param_names) { param <- parameters$get(currentParameter) - irace.assert(all(ids_in_model %in% names(oldModel[[currentParameter]]))) + irace_assert(all(ids_in_model %in% names(oldModel[[currentParameter]]))) this_model <- oldModel[[currentParameter]][ids_in_model] values <- eliteConfigurations[[currentParameter]] values_not_na <- !is.na(values) @@ -109,7 +109,7 @@ updateModel <- function(parameters, eliteConfigurations, oldModel, values <- match(values, param[["domain"]]) this_model[values_not_na] <- mapply(update_prob, this_model[values_not_na], values, SIMPLIFY=FALSE) } else { - irace.assert(type %in% c("i", "r", "o")) + irace_assert(type %in% c("i", "r", "o")) if (type == "o") values <- match(values, param[["domain"]]) this_model[values_not_na] <- mapply(function(p, value) c(p[[1L]] * num_factor, value), @@ -143,7 +143,7 @@ restartModel <- function(model, configurations, restart_ids, parameters, for (pname in parameters$names_variable) { model_param <- model[[pname]] - irace.assert (all(restart_ids %in% names(model_param)), { + irace_assert (all(restart_ids %in% names(model_param)), { cat("Param:", pname, "\n") print(restart_ids) print(model) @@ -161,7 +161,7 @@ restartModel <- function(model, configurations, restart_ids, parameters, if (type == "i" || type == "r") { value <- init_sd_numeric(param) } else { - irace.assert(type == "o") + irace_assert(type == "o") value <- (length(param[["domain"]]) - 1L) * 0.5 } # Bring back the value 2 iterations or to the second iteration value. diff --git a/R/multi_irace.R b/R/multi_irace.R index 08264d5e..07c832d0 100644 --- a/R/multi_irace.R +++ b/R/multi_irace.R @@ -32,7 +32,7 @@ multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1, split_outpu { # Parallel execution is not available on Windows. if (.Platform$OS.type == 'windows') { - irace.assert(parallel == 1L) + irace_assert(parallel == 1L) } # Allow either the same number of scenarios and parameters, or a single scenario or parameter space definition. @@ -42,7 +42,7 @@ multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1, split_outpu } else if (length(parameters) == 1L) { parameters <- rep(parameters, each = length(scenarios)) } else { - irace.error("Invalid arguments: ", + irace_error("Invalid arguments: ", "Cannot execute 'irace' with", length(scenarios), "scenarios and", length(parameters), "parameters.", "Either supply the same number of scenarios and parameters, @@ -88,7 +88,7 @@ multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1, split_outpu # pathExt <- tools::file_ext(logFile_old) # pathWithoutExtWithIndex <- sprintf("%s_%02d", pathWithoutExt, i) # paste(pathWithoutExtWithIndex, pathExt, sep = ".") - irace.error("Invalid 'logFile' path (", logFile_old, "): ", + irace_error("Invalid 'logFile' path (", logFile_old, "): ", "The 'logFile' must be located inside the 'execDir' (", execDir_old, ").") } scenarios[[i]]$logFile <- logFile @@ -118,7 +118,7 @@ multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1, split_outpu # each configuration and repetitions may occur. errors <- unique(unlist(runs[sapply(runs, inherits, "try-error")])) cat(errors, file = stderr()) - irace.error("A child process triggered a fatal error") + irace_error("A child process triggered a fatal error") } } else { runs <- mapply(irace_run, scenarios, SIMPLIFY = FALSE) diff --git a/R/parameters.R b/R/parameters.R index 22e64838..23fd7daf 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -10,7 +10,7 @@ check_domain_dependencies <- function (params, depends, types) vars <- depends[[p]] flag <- vars %in% allnames if (!all(flag)) { - irace.error ("Domain (", paste0(domain, collapse=", "), + irace_error ("Domain (", paste0(domain, collapse=", "), ") of parameter '", p, "' is not valid: '", paste0(vars[!flag], collapse=", "), "' cannot be found in the scenario parameters: ", @@ -18,7 +18,7 @@ check_domain_dependencies <- function (params, depends, types) } flag <- types[vars] %in% c("i", "r") if (!all(flag)) { - irace.error ("Domain of parameter '", p, "' depends on non-numerical", + irace_error ("Domain of parameter '", p, "' depends on non-numerical", " parameters: ", paste0(vars[!flag], collapse=", "), " .") } @@ -26,7 +26,7 @@ check_domain_dependencies <- function (params, depends, types) fx <- setdiff(all.names(domain, unique=TRUE), all.vars(domain, unique=TRUE)) flag <- fx %in% allowed_fx if (!all(flag)) { - irace.error ("Domain of parameter '", p, "' uses function(s) ", + irace_error ("Domain of parameter '", p, "' uses function(s) ", "not yet supported by irace: ", paste0(fx[!flag], collapse=", "), " .") } @@ -40,7 +40,7 @@ check_forbidden_params <- function(x, pnames, filename = NULL) if (any(unique(unlist(lapply(x, all.names))) %in% c("&&", "||"))) { for (ex in x) { if (any(all.names(ex) %in% c("&&", "||"))) - irace.error("Please use '&' and '|' instead of '&&' and '|' in: ", deparse(ex), " .\n") + irace_error("Please use '&' and '|' instead of '&&' and '|' in: ", deparse(ex), " .\n") } } if (all(all.vars(x) %in% pnames)) return(invisible()) @@ -49,11 +49,11 @@ check_forbidden_params <- function(x, pnames, filename = NULL) if (length(v)) { v <- paste0(v, collapse=", ") if (is.null(filename)) { - irace.error("Forbidden expression '", deparse(ex), "' contains unknown parameter(s): ", v) + irace_error("Forbidden expression '", deparse(ex), "' contains unknown parameter(s): ", v) } else if (is.na(filename)) { - irace.error("Expression '", deparse(ex), "' after [forbidden] contains unknown parameter(s): ", v) + irace_error("Expression '", deparse(ex), "' after [forbidden] contains unknown parameter(s): ", v) } else { - irace.error("Expression '", deparse(ex), "' after [forbidden] in '", filename, "' contains unknown parameter(s): ", v) + irace_error("Expression '", deparse(ex), "' after [forbidden] in '", filename, "' contains unknown parameter(s): ", v) } } } @@ -81,13 +81,13 @@ param_level <- function(paramName, varsTree, rootParam = paramName) for (child in vars) { # The following line detects cycles if (child == rootParam) - irace.error("Cycle detected in subordinate parameters! ", + irace_error("Cycle detected in subordinate parameters! ", "Check definition of conditions and/or dependent domains.\n", "One parameter of this cycle is '", rootParam, "'") # The following line detects a missing definition if (child %not_in% names(varsTree)) - irace.error("A parameter definition is missing! ", + irace_error("A parameter definition is missing! ", "Check definition of parameters.\n", "Parameter '", paramName, "' depends on '", child, "' which is not defined.") @@ -120,8 +120,8 @@ transform_domain <- function(transf, domain, type) # +1 to adjust before floor() trUpper <- if (type == "i") log(upper + 1) else log(upper) - irace.assert(is.finite(trLower)) - irace.assert(is.finite(trUpper)) + irace_assert(is.finite(trLower)) + irace_assert(is.finite(trUpper)) attr(transf, "lower") <- trLower attr(transf, "upper") <- trUpper return(transf) @@ -501,7 +501,7 @@ integer_round <- function(x, lower, upper) x <- floor(x) # The probability of this happening is very small, but it happens. x <- pmin.int(upper, x) - irace.assert(all(x >= lower)) + irace_assert(all(x >= lower)) as.integer(x) } @@ -632,7 +632,7 @@ sample_model.ParamReal <- function(param, n, model, domain = param[["domain"]]) else x <- sample_numeric_norm(n, mean, sd = model[[1L]], lower, upper, transf) x <- round(x, digits = param[["digits"]]) - irace.assert(all(x >= lower) && all(x <= upper)) + irace_assert(all(x >= lower) && all(x <= upper)) x } @@ -647,7 +647,7 @@ sample_unif.ParamReal <- function(param, n, domain = param[["domain"]]) upper <- domain[[2L]] x <- sample_numeric_unif(n, lower, upper, transf = param[["transform"]]) x <- round(x, digits = param[["digits"]]) - irace.assert(all(x >= lower) && all(x <= upper)) + irace_assert(all(x >= lower) && all(x <= upper)) x } diff --git a/R/psRace.R b/R/psRace.R index 3c380be5..a58ef021 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -42,7 +42,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_elites = FALSE, psrace_logFile = NULL) { - irace.note("Starting post-selection:\n") + irace_note("Starting post-selection:\n") if (missing(iraceResults)) stop("argument 'iraceResults' is missing.") iraceResults <- read_logfile(iraceResults) scenario <- iraceResults$scenario @@ -64,7 +64,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli # Get selected configurations. if (is.null(conf_ids)) { # FIXME: Handle scenario$maxTime > 0 - irace.assert(scenario$maxTime == 0) + irace_assert(scenario$maxTime == 0) which_max_last <- function(x) 1L + length(x) - which.max(rev(x)) @@ -119,7 +119,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- names(conf_needs) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") - irace.assert(length(conf_ids) > 1L, eval_after = { + irace_assert(length(conf_ids) > 1L, eval_after = { cat("n_confs: ", n_confs, "\nn_new:", n_new, "\n") print(conf_needs) save(iraceResults, file="bug-conf_ids.Rdata") @@ -128,14 +128,14 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli } # Let's try first to evaluate on new instances. conf_needs_new <- truncate_conf_needs(conf_needs + n_new, max_len = 16L) - irace.assert(length(conf_needs_new) > 1L, eval_after={ + irace_assert(length(conf_needs_new) > 1L, eval_after={ cat("max_experiments: ", max_experiments, "\nn_new: ", n_new, "\nconf_needs:") print(conf_needs) save(iraceResults, file="bug-conf_ids.Rdata") }) combs <- generate_combs_2(length(conf_needs_new)) left <- sapply(combs, function(x) max_experiments - sum(conf_needs_new[x]), USE.NAMES=FALSE) - irace.assert(!is.null(left) && length(left) > 0L && !anyNA(left), + irace_assert(!is.null(left) && length(left) > 0L && !anyNA(left), eval_after= { cat("max_experiments: ", max_experiments, "\n") cat("length(left): ", length(left), "\n") @@ -162,7 +162,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_needs <- truncate_conf_needs(conf_needs[conf_needs > 0L], 16L) combs <- generate_combs_1(length(conf_needs)) left <- sapply(combs, function(x) max_experiments - sum(conf_needs[x]), USE.NAMES=FALSE) - irace.assert(any(left >= 0), eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) + irace_assert(any(left >= 0), eval_after=save(iraceResults, file="bug-conf_ids.Rdata")) # Select the combination that will allow us to evaluate the most configurations. combs <- combs[left >= 0] n <- sapply(combs, sum, USE.NAMES=FALSE) @@ -171,7 +171,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_ids <- names(conf_needs) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") - irace.assert(length(conf_ids) > 1L, eval_after = { + irace_assert(length(conf_ids) > 1L, eval_after = { print(conf_needs) cat("winner: ", winner, "\n") cat("combs[[winner]]: ", paste0(collapse=",", combs[[winner]]), "\n") @@ -181,7 +181,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli } conf_ids <- get_confs_for_psrace(iraceResults, iteration_elites, max_experiments, conf_ids = conf_ids, rejected_ids = race_state$rejected_ids) - irace.assert(length(conf_ids) > 1L, eval_after = { + irace_assert(length(conf_ids) > 1L, eval_after = { # Debug what happened if the assert failed. rejected_ids <- race_state$rejected_ids cat("blockSize:", scenario$blockSize, "\niteration_elites: ", as.character(iteration_elites), @@ -205,13 +205,13 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli }) } else if (length(conf_ids) <= 1L) { - irace.error ("The number configurations provided should be larger than 1.") + irace_error ("The number configurations provided should be larger than 1.") } else if (length(race_state$rejected_ids) && any(conf_ids %in% race_state$rejected_ids)) { - irace.error ("Some configuration IDs provided were rejected in the previous run: ", + irace_error ("Some configuration IDs provided were rejected in the previous run: ", paste0(collapse=", ", intersect(conf_ids, race_state$rejected_ids)), ".") } if (!all(conf_ids %in% iraceResults$allConfigurations[[".ID."]])) { - irace.error("Some configuration IDs provided cannot be found in the configurations: ", + irace_error("Some configuration IDs provided cannot be found in the configurations: ", paste0(collapse=", ", setdiff(conf_ids, iraceResults$allConfigurations[[".ID."]])), ".") } elite_configurations <- iraceResults$allConfigurations[iraceResults$allConfigurations[[".ID."]] %in% conf_ids, , drop=FALSE] @@ -241,7 +241,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli elite_configurations <- extractElites(raceResults$configurations, nbElites = race_state$minSurvival, debugLevel = scenario$debugLevel) - irace.note("Elite configurations (first number is the configuration ID;", + irace_note("Elite configurations (first number is the configuration ID;", " listed from best to worst according to the ", test.type.order.str(scenario$testType), "):\n") if (!scenario$quiet) diff --git a/R/race-wrapper.R b/R/race-wrapper.R index f9730568..bb3db2a5 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -33,7 +33,7 @@ #' @export buildCommandLine <- function(values, switches) { - irace.assert(length(values) == length(switches)) + irace_assert(length(values) == length(switches)) values <- as.list(values) sel <- !is.na(values) switches <- switches[sel] @@ -83,7 +83,7 @@ target_error <- function(err_msg, output, scenario, target_runner_call, " Try to run the command(s) above from the execution directory '", scenario$execDir, "' to investigate the issue. See also Appendix B (targetRunner troubleshooting checklist) of the User Guide (https://cran.r-project.org/package=irace/vignettes/irace-package.pdf).") } - irace.error(err_msg, "\n", .irace_msg_prefix, + irace_error(err_msg, "\n", .irace_msg_prefix, "The output was:\n", paste(output$outputRaw, collapse = "\n"), "\n", .irace_msg_prefix, advice_txt) } @@ -201,7 +201,7 @@ target_evaluator_default <- function(experiment, num_configurations, all_conf_id debugLevel <- scenario$debugLevel targetEvaluator <- scenario$targetEvaluator if (as.logical(file.access(targetEvaluator, mode = 1))) { - irace.error ("targetEvaluator", shQuote(targetEvaluator), + irace_error ("targetEvaluator", shQuote(targetEvaluator), "cannot be found or is not executable!\n") } all_conf_id <- paste0(all_conf_id, collapse = " ") @@ -316,7 +316,7 @@ exec_target_runner <- function(experiment, scenario, target_runner) output <- try (doit(experiment, scenario)) if (!inherits(output, "try-error") && is.null(output$error)) return (output) - irace.note("Retrying (", retries, " left).\n") + irace_note("Retrying (", retries, " left).\n") retries <- retries - 1L } doit(experiment, scenario) @@ -380,7 +380,7 @@ check_target_cmdline <- function(target_cmdline, launcher, capping) if (capping) required <- c(required, "bound") for (x in required) { if (!grepl(paste0("{", x, "}"), target_cmdline, fixed=TRUE)) - irace.error("targetCmdline '", target_cmdline, "' must contain '{", x, "}'") + irace_error("targetCmdline '", target_cmdline, "' must contain '{", x, "}'") } } @@ -513,7 +513,7 @@ execute_experiments <- function(race_state, experiments, scenario) target_runner <- race_state$target_runner execDir <- scenario$execDir if (!fs::dir_exists(execDir)) - irace.error ("Execution directory '", execDir, "' is not found or not a directory\n") + irace_error ("Execution directory '", execDir, "' is not found or not a directory\n") withr::local_dir(execDir) if (!is.null(scenario$targetRunnerParallel)) { @@ -526,7 +526,7 @@ execute_experiments <- function(race_state, experiments, scenario) scenario = scenario, target_runner = target_runner) if (length(target_output) != length(experiments)) { - irace.error("Stopping because the output of targetRunnerParallel is missing elements. The output was:\n", + irace_error("Stopping because the output of targetRunnerParallel is missing elements. The output was:\n", paste0(utils::capture.output(utils::str(target_output)), collapse="\n")) } } else if (scenario$batchmode != 0L) { @@ -557,11 +557,11 @@ execute_experiments <- function(race_state, experiments, scenario) # each configuration and repetitions may occur. cat(unique(unlist(target_output[sapply( target_output, inherits, "try-error")])), file = stderr(), sep = "") - irace.error("A slave process terminated with a fatal error") + irace_error("A slave process terminated with a fatal error") } } else { if (.Platform$OS.type == 'windows') { - irace.assert(!is.null(race_state$cluster)) + irace_assert(!is.null(race_state$cluster)) if (scenario$loadBalancing) { target_output <- parallel::parLapplyLB(race_state$cluster, experiments, exec_target_runner, @@ -595,7 +595,7 @@ execute_experiments <- function(race_state, experiments, scenario) cat(unique(unlist( target_output[sapply( target_output, inherits, "try-error")])), file = stderr()) - irace.error("A child process triggered a fatal error") + irace_error("A child process triggered a fatal error") } } } diff --git a/R/race.R b/R/race.R index 4e6ae6a8..1f27ee7d 100644 --- a/R/race.R +++ b/R/race.R @@ -45,7 +45,7 @@ createExperimentList <- function(configurations, parameters, if (!is.null(bounds)) { # There must be a bound for each configuration. # FIXME: There must be a bound for each configuration AND each instance. - irace.assert(length(bounds) == n_configurations) + irace_assert(length(bounds) == n_configurations) dots$bound <- bounds } configurations <- .mapply(list, dots = dots, MoreArgs = NULL) @@ -70,7 +70,7 @@ race_wrapper_helper <- function(race_state, configurations, instance_idx, bounds seeds = race_state$instances_log[["seed"]][instance_idx], bounds = bounds) - irace.assert(length(is_exe) == length(experiments)) + irace_assert(length(is_exe) == length(experiments)) instance_idx <- rep(instance_idx, each = nrow(configurations)) if (race_state$recovery_mode) { # With targetEvaluator or if everything is executed, we recover everything. @@ -78,7 +78,7 @@ race_wrapper_helper <- function(race_state, configurations, instance_idx, bounds configuration_id <- unlist_element(experiments, "id_configuration") target_output <- race_state$recover_output(instance_idx, configuration_id) } else { - irace.assert(any(is_exe)) + irace_assert(any(is_exe)) configuration_id <- unlist_element(experiments[is_exe], "id_configuration") target_output <- race_state$recover_output(instance_idx[is_exe], configuration_id) } @@ -161,7 +161,7 @@ aux2.friedman <- function(y, I, alive, conf.level = 0.95) alive[-J] <- FALSE dropped.any <- TRUE } - irace.assert(I[which.min(R)] == best) + irace_assert(I[which.min(R)] == best) list(ranks = R, alive = alive, dropped.any = dropped.any, p.value = PVAL) } @@ -194,7 +194,7 @@ aux_friedman <- function(results, alive, which_alive, conf.level) diffs <- outer(diffs, diffs, "+") diffs <- sort(diffs[!lower.tri(diffs)])/2 PVAL <- wilcox.test(V1, V2, paired = TRUE, exact = if (ZEROES || TIES) FALSE else NULL)$p.value - irace.assert(!is.nan(PVAL) & !is.na(PVAL)) + irace_assert(!is.nan(PVAL) & !is.na(PVAL)) if (PVAL >= 1 - conf.level) dropped.any <- FALSE # We use the pseudo median (see wilcox.test.default) ranks <- if (median(diffs) <= 0) c(1L,2L) else c(2L,1L) @@ -209,7 +209,7 @@ aux.one_ttest <- function(results, alive, which_alive, conf.level, adjust = c("none","bonferroni","holm")) { adjust <- match.arg(adjust) - irace.assert(sum(alive) == length(which_alive)) + irace_assert(sum(alive) == length(which_alive)) results <- results[, which_alive] means <- colMeans2(results) best <- which.min(means) @@ -231,13 +231,13 @@ aux.one_ttest <- function(results, alive, which_alive, conf.level, # clearly dominating the other. if (all(results_best <= results_j)) next try(PVAL <- t.test(results_best, results_j, alternative = "less", paired = TRUE)$p.value) - irace.assert(!is.nan(PVAL) & !is.na(PVAL)) + irace_assert(!is.nan(PVAL) & !is.na(PVAL)) pvals[j] <- PVAL } pvals <- p.adjust(pvals, method = adjust) dropj <- which_alive[pvals < 1.0 - conf.level] dropped_any <- length(dropj) > 0 - irace.assert(all(alive[dropj])) + irace_assert(all(alive[dropj])) alive[dropj] <- FALSE list(ranks = means, alive = alive, dropped.any = dropped_any, p.value = min(pvals)) } @@ -246,7 +246,7 @@ aux.ttest <- function(results, alive, which_alive, conf.level, adjust = c("none","bonferroni","holm")) { adjust <- match.arg(adjust) - irace.assert(sum(alive) == length(which_alive)) + irace_assert(sum(alive) == length(which_alive)) results <- results[, which_alive] means <- colMeans2(results) @@ -270,13 +270,13 @@ aux.ttest <- function(results, alive, which_alive, conf.level, # clearly dominating the other. if (all(results_best <= results_j)) next try(PVAL <- t.test(results_best, results_j, paired = TRUE)$p.value) - irace.assert(!is.nan(PVAL) & !is.na(PVAL)) + irace_assert(!is.nan(PVAL) & !is.na(PVAL)) pvals[j] <- PVAL } pvals <- p.adjust(pvals, method = adjust) dropj <- which_alive[pvals < 1.0 - conf.level] dropped_any <- length(dropj) > 0L - irace.assert(all(alive[dropj])) + irace_assert(all(alive[dropj])) alive[dropj] <- FALSE list(ranks = means, alive = alive, dropped.any = dropped_any, p.value = min(pvals)) } @@ -381,7 +381,7 @@ race_print_footer <- function(bestconf, mean_best, break_msg, debug_level, cappi ## best: bound based on the best configurations's mean executionBound <- function(data, type = "median") { - irace.assert (ncol(data) >= 1L) + irace_assert (ncol(data) >= 1L) if (ncol(data) == 1L) { return (mean(data[,1L], na.rm = TRUE)) @@ -389,7 +389,7 @@ executionBound <- function(data, type = "median") # This should never happen because the data used to obtain the execution # bound should be complete, that is, the bounding configurations should have # been executed on all previous instances. - irace.assert (all(!is.na(data))) + irace_assert (all(!is.na(data))) colmeans <- colMeans2(data) bound <- switch (type, median = median(colmeans), @@ -409,7 +409,7 @@ executionBound <- function(data, type = "median") ## best: bound based on the best time instanceBound <- function(data, type="median") { - irace.assert (all(!is.na(data))) + irace_assert (all(!is.na(data))) switch (type, median = median(data), mean = mean(data), @@ -426,10 +426,10 @@ instanceBound <- function(data, type="median") ## eps: constant added to the bound to account for the measuring precision dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) { - irace.assert(sum(alive) >= minSurvival) + irace_assert(sum(alive) >= minSurvival) which_alive <- which(alive) cmeans <- colMeans2(results[, alive, drop = FALSE]) - irace.assert(!all(is.na(cmeans))) # Only NA values when calculating mean for dominance. + irace_assert(!all(is.na(cmeans))) # Only NA values when calculating mean for dominance. # When there are no protected elites left, select the best configurations to # calculate the bounds. This is quite aggressive and another alternative @@ -512,7 +512,7 @@ final_execution_bound <- function(experimentsTime, elites, current_task, # be necessary if the target-algorithm does not support higher precision. final_bounds_exe <- ceiling_digits(final_bounds_exe, scenario$boundDigits) final_bounds_exe[final_bounds_exe > boundMax] <- boundMax - irace.assert(all(final_bounds_exe > 0)) + irace_assert(all(final_bounds_exe > 0)) } final_bounds[which(which_alive %in% which_exe)] <- final_bounds_exe list(final_bounds = final_bounds, elite_bound = elite_bound) @@ -535,13 +535,13 @@ overall_ranks <- function(x, test) # Iterate from the largest to the lowest number of instances. for (k in uniq.ninstances) { confs <- which(ninstances == k) - irace.assert(all(is.infinite(ranks[confs]))) + irace_assert(all(is.infinite(ranks[confs]))) r <- 1L if (length(confs) > 1L) { # Select only non-NA rows y <- x[, confs, drop = FALSE] y <- y[complete.cases(y), , drop = FALSE] - irace.assert(!any(is.na(y))) + irace_assert(!any(is.na(y))) r <- get_ranks(y, test = test) } r <- r + last.r @@ -556,7 +556,7 @@ update_is_elite <- function(is_elite, which_exe) { which_notexecuted <- setdiff(which(is_elite > 0L), which_exe) is_elite[which_notexecuted] <- is_elite[which_notexecuted] - 1L - irace.assert (all(is_elite >= 0L)) + irace_assert (all(is_elite >= 0L)) is_elite } @@ -611,10 +611,10 @@ elitist_race <- function(race_state, maxExp, is_rejected <- logical(n_configurations) ## FIXME: Remove argument checking. This must have been done by the caller. - irace.assert(maxExp > 0L) + irace_assert(maxExp > 0L) if (n_configurations <= minSurvival) { - irace.error("Not enough configurations (", n_configurations, + irace_error("Not enough configurations (", n_configurations, ") for a race (minSurvival=", minSurvival, ")") } @@ -641,8 +641,8 @@ elitist_race <- function(race_state, maxExp, } else race_instances <- no_elitist_init_instances(race_state, deterministic = scenario$deterministic) - irace.assert(!anyDuplicated(race_instances)) - irace.assert(identical(sort(race_instances), seq_along(race_instances))) + irace_assert(!anyDuplicated(race_instances)) + irace_assert(identical(sort(race_instances), seq_along(race_instances))) no.tasks <- length(race_instances) # Initialize some variables... @@ -656,12 +656,12 @@ elitist_race <- function(race_state, maxExp, elite_safe <- 0L elite_instances_ID <- NULL } else { - irace.assert(race_state$next_instance - 1L == nrow(elite.data)) + irace_assert(race_state$next_instance - 1L == nrow(elite.data)) # There must be a non-NA entry for each instance. - irace.assert(all(rowAnys(!is.na(elite.data))), + irace_assert(all(rowAnys(!is.na(elite.data))), eval_after = { print(elite.data)}) # There must be a non-NA entry for each configuration. - irace.assert(all(colAnys(!is.na(elite.data))), + irace_assert(all(colAnys(!is.na(elite.data))), eval_after = { cat("elite.data:\n") print(elite.data) @@ -697,11 +697,11 @@ elitist_race <- function(race_state, maxExp, # Preliminary execution of elite configurations to calculate # the execution bound of initial configurations (capping only). if (elitist_new_instances > 0L) { - irace.assert(elitist_new_instances %% blockSize == 0L) + irace_assert(elitist_new_instances %% blockSize == 0L) # FIXME: This should go into its own function. n_elite <- ncol(elite.data) which_elites <- seq_len(n_elite) - irace.note("Preliminary execution of ", n_elite, + irace_note("Preliminary execution of ", n_elite, " elite configuration(s) over ", elitist_new_instances, " instance(s).\n") for (k in seq_len(elitist_new_instances)) { output <- race_wrapper (race_state, @@ -713,13 +713,13 @@ elitist_race <- function(race_state, maxExp, # from one to the other. is_exe = rep_len(TRUE, n_elite), scenario = scenario) # Extract results: - irace.assert(length(output[["cost"]]) == n_elite) + irace_assert(length(output[["cost"]]) == n_elite) Results[k, seq_len(n_elite)] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) - irace.assert(!anyNA(output[["time"]])) + irace_assert(!anyNA(output[["time"]])) experimentsTime[k, which_elites] <- output[["time"]] # capping is enabled - irace.assert(all.equal(configurations[[".ID."]][which_elites], output[["configuration"]])) - irace.assert(all.equal(output[["bound"]], rep(scenario$boundMax, n_elite))) - irace.assert(all.equal(unique(output[["instance"]]), race_instances[k])) + irace_assert(all.equal(configurations[[".ID."]][which_elites], output[["configuration"]])) + irace_assert(all.equal(output[["bound"]], rep(scenario$boundMax, n_elite))) + irace_assert(all.equal(unique(output[["instance"]]), race_instances[k])) experiments_used <- experiments_used + n_elite # We remove elite configurations that are rejected given that @@ -731,12 +731,12 @@ elitist_race <- function(race_state, maxExp, # If all elite are eliminated we stop execution of initial instances. if (n_elite == 0L) { - irace.note ("All elite configurations are rejected. Execution of non-elites will be not bounded.\n") + irace_note ("All elite configurations are rejected. Execution of non-elites will be not bounded.\n") break } } if (any(is_rejected)) { - irace.note ("Immediately rejected configurations: ", + irace_note ("Immediately rejected configurations: ", paste0(configurations[[".ID."]][is_rejected], collapse = ", ") , "\n") alive[is_rejected] <- FALSE @@ -782,7 +782,7 @@ elitist_race <- function(race_state, maxExp, if (elitist && any(is_elite > 0L)) { # Filter configurations that do not need to be executed (elites). # This is valid only for previous iteration instances. - irace.assert(current_task <= elite_safe) + irace_assert(current_task <= elite_safe) # Execute everything that is alive and not yet executed. which_exe <- which(alive & is.na(Results[current_task, ])) if (length(which_exe) == 0L) { @@ -799,7 +799,7 @@ elitist_race <- function(race_state, maxExp, best <- which_alive } else { tmpResults <- Results[1, which_alive, drop = FALSE] - irace.assert(!any(is.na(tmpResults))) + irace_assert(!any(is.na(tmpResults))) # which.min returns only the first minimum. best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] } @@ -807,7 +807,7 @@ elitist_race <- function(race_state, maxExp, if (is.na(best)) { utils::dump.frames(dumpto = "best_crash", to.file = TRUE, include.GlobalEnv = TRUE) - irace.assert(!is.na(best)) + irace_assert(!is.na(best)) } id_best <- configurations[[".ID."]][best] print_task(".", Results[seq_len(current_task), , drop = FALSE], @@ -866,7 +866,7 @@ elitist_race <- function(race_state, maxExp, # Calculate bounds for executing if needed. which_elite_exe <- intersect(which_exe, which(is_elite > 0L)) - irace.assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) + irace_assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) if (capping) { # Pre-execute elite configurations that are not yet executed in the current instance. if (length(which_elite_exe)) { @@ -878,19 +878,19 @@ elitist_race <- function(race_state, maxExp, bounds = rep(scenario$boundMax, length(which_elite_exe)), is_exe = rep_len(TRUE, length(which_elite_exe)), scenario = scenario) # Extract results - irace.assert(length(output[["cost"]]) == length(which_elite_exe)) + irace_assert(length(output[["cost"]]) == length(which_elite_exe)) Results[current_task, which_elite_exe] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) - irace.assert(!anyNA(output[["time"]])) - irace.assert(all.equal(configurations[which_elite_exe, ".ID."], output[["configuration"]])) + irace_assert(!anyNA(output[["time"]])) + irace_assert(all.equal(configurations[which_elite_exe, ".ID."], output[["configuration"]])) experimentsTime[current_task, which_elite_exe] <- output[["time"]] - irace.assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) + irace_assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_elite_exe) # We remove elite configurations that are rejected given that # is not possible to calculate the bounds rejected <- is.infinite(Results[current_task, which_elite_exe]) if (any(rejected)) { - irace.note("Immediately rejected configurations: ", + irace_note("Immediately rejected configurations: ", paste0(configurations[[".ID."]][which_elite_exe[rejected]], collapse = ", ") , "\n") is_rejected[which_elite_exe] <- rejected @@ -898,7 +898,7 @@ elitist_race <- function(race_state, maxExp, alive[which_elite_exe] <- !rejected if (!any(alive)) { # FIXME: Only report this error if (all(is_rejected)); otherwise restore non-rejected non-alive ones - irace.error("All configurations have been immediately rejected (all of them returned Inf) !") + irace_error("All configurations have been immediately rejected (all of them returned Inf) !") } which_alive <- which(alive) nbAlive <- length(which_alive) @@ -914,7 +914,7 @@ elitist_race <- function(race_state, maxExp, best <- which_alive } else { tmpResults <- Results[1, which_alive, drop = FALSE] - irace.assert(!any(is.na(tmpResults))) + irace_assert(!any(is.na(tmpResults))) # which.min returns only the first minimum. best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] } @@ -922,7 +922,7 @@ elitist_race <- function(race_state, maxExp, if (is.na(best)) { utils::dump.frames(dumpto = "best_crash", to.file = TRUE, include.GlobalEnv = TRUE) - irace.assert(!is.na(best)) + irace_assert(!is.na(best)) } id_best <- configurations[[".ID."]][best] print_task(".", Results[seq_len(current_task), , drop = FALSE], @@ -959,14 +959,14 @@ elitist_race <- function(race_state, maxExp, # Output is not indexed in the same way as configurations. which_has_time <- which(which_alive %in% which_exe) # With !is.null(scenario$targetEvaluator) we will have duplicated (instance, configuration) in output. - irace.assert(all.equal(output[["bound"]], if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] + irace_assert(all.equal(output[["bound"]], if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] else final_bounds)) if (capping) { vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) if (scenario$boundAsTimeout) { timeout_bounds <- if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] else final_bounds - irace.assert(all.equal(output[["bound"]], timeout_bounds)) + irace_assert(all.equal(output[["bound"]], timeout_bounds)) # We do not want to change Inf or -Inf because those represent rejection. vcost[is.finite(vcost) & (vcost >= timeout_bounds) & (vcost < scenario$boundMax)] <- scenario$boundMax } @@ -975,13 +975,13 @@ elitist_race <- function(race_state, maxExp, # evaluation actually happened, only the cost values possibly changed. vtimes <- if (is.null(scenario$targetEvaluator)) output[["time"]] else output[["time"]][which_has_time] # Correct higher execution times. - irace.assert(all.equal(if (is.null(scenario$targetEvaluator)) output[["bound"]] else output[["bound"]][which_has_time], final_bounds[which_has_time])) + irace_assert(all.equal(if (is.null(scenario$targetEvaluator)) output[["bound"]] else output[["bound"]][which_has_time], final_bounds[which_has_time])) experimentsTime[current_task, which_has_time] <- pmin(vtimes, final_bounds[which_has_time]) } ## Currently, targetEvaluator always re-evaluates, which implies that the ## value may change without counting as an evaluation. We do this to allow online normalization. which_has_cost <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive - irace.assert(length(output[["cost"]]) == length(which_has_cost)) + irace_assert(length(output[["cost"]]) == length(which_has_cost)) Results[current_task, which_has_cost] <- vcost experiments_used <- experiments_used + length(which_exe) @@ -992,21 +992,21 @@ elitist_race <- function(race_state, maxExp, ## Infinite values denote immediate rejection of a configuration. rejected <- is.infinite(Results[current_task, which_exe]) if (any(rejected)) { - irace.note ("Immediately rejected configurations: ", + irace_note ("Immediately rejected configurations: ", paste0(configurations[which_exe[rejected], ".ID."], collapse = ", ") , "\n") is_rejected[which_exe] <- rejected is_elite[is_rejected] <- 0L alive[is_rejected] <- FALSE if (!any(alive)) - irace.error("All configurations have been immediately rejected (all of them returned Inf) !") + irace_error("All configurations have been immediately rejected (all of them returned Inf) !") which_alive <- which(alive) nbAlive <- length(which_alive) # FIXME: Should we stop if (nbAlive <= minSurvival) ??? elite_safe <- update_elite_safe(Results, is_elite) } - irace.assert(!anyNA(Results[seq_len(current_task), alive, drop=FALSE])) - irace.assert(!any(is.infinite(Results[, alive, drop=FALSE]))) + irace_assert(!anyNA(Results[seq_len(current_task), alive, drop=FALSE])) + irace_assert(!any(is.infinite(Results[, alive, drop=FALSE]))) # Variables required to produce output of elimination test. cap.done <- FALSE # if dominance elimination was performed @@ -1019,7 +1019,7 @@ elitist_race <- function(race_state, maxExp, # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. if (capping && sum(alive) > minSurvival && (current_task %% blockSize) == 0L) { - irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) + irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) cap.alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], # Get current elite configurations. elites = which(is_elite > 0L), @@ -1033,7 +1033,7 @@ elitist_race <- function(race_state, maxExp, # of each.test that is larger than firstTest. if (current_task >= firstTest && (current_task %% each.test) == 0L && nbAlive > 1L) { - irace.assert(sum(alive) == nbAlive) + irace_assert(sum(alive) == nbAlive) test.res <- switch(stat.test, friedman = aux_friedman(Results[seq_len(current_task), ], alive, which_alive, conf.level), @@ -1053,9 +1053,9 @@ elitist_race <- function(race_state, maxExp, # Handle elites when elimination is performed. The elite configurations # can be removed only when they have no more previously-executed instances. - irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) + irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) if (!is.null(elite.data) && any(is_elite > 0L)) { - irace.assert (length(alive) == length(is_elite)) + irace_assert (length(alive) == length(is_elite)) alive <- alive | (is_elite > 0L) } @@ -1063,9 +1063,9 @@ elitist_race <- function(race_state, maxExp, # configurations. In that case, we only trust the capping elimination. if (capping && !any(alive)) { if (scenario$debugLevel >= 2L) { - irace.warning("Elimination tests have eliminated all configurations, keeping the capping results.\n") - irace.note("Alive according to capping:", which(cap.alive), "\n") - irace.note("Alive according to test:", which(test.alive), "\n") + irace_warning("Elimination tests have eliminated all configurations, keeping the capping results.\n") + irace_note("Alive according to capping:", which(cap.alive), "\n") + irace_note("Alive according to test:", which(test.alive), "\n") } alive <- cap.alive } @@ -1086,20 +1086,20 @@ elitist_race <- function(race_state, maxExp, best <- which_alive } else { tmpResults <- Results[seq_len(current_task), which_alive, drop = FALSE] - irace.assert(!any(is.na(tmpResults))) + irace_assert(!any(is.na(tmpResults))) race_ranks <- get_ranks(tmpResults, test = stat.test) # which.min() returns only the first minimum. best <- which_alive[which.min(race_ranks)] } - irace.assert(best == which_alive[order(race_ranks)][1L]) - irace.assert(length(race_ranks) == length(which_alive)) + irace_assert(best == which_alive[order(race_ranks)][1L]) + irace_assert(length(race_ranks) == length(which_alive)) prev_alive <- which_alive which_alive <- which(alive) # Remove the ranks of those that are not alive anymore race_ranks <- race_ranks[which_alive] - irace.assert(length(race_ranks) == sum(alive)) + irace_assert(length(race_ranks) == sum(alive)) id_best <- configurations[[".ID."]][best] print_task(res.symb, Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], @@ -1109,7 +1109,7 @@ elitist_race <- function(race_state, maxExp, if (elitist) { # Compute number of statistical tests without eliminations. - irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) + irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) if (!any(is_elite > 0L) && current_task > firstTest && (current_task %% each.test) == 0L) { if (length(which_alive) == length(prev_alive)) { @@ -1132,11 +1132,11 @@ elitist_race <- function(race_state, maxExp, # MANUEL: Leslie, how can we reach this error in normal circumstances? # Can we handle this better? if (current_task == 1L && all(is_elite == 0L)) - irace.error ("Maximum number configurations immediately rejected reached!") + irace_error ("Maximum number configurations immediately rejected reached!") # All instances that are not new in this race must have been evaluated by at # least one configuration. - irace.assert(all_elite_instances_evaluated(), + irace_assert(all_elite_instances_evaluated(), eval_after = { print(Results[,alive, drop=FALSE])}) # If we stop the loop before we see all new instances, there may be new # instances that have not been executed by any configuration. @@ -1161,14 +1161,14 @@ elitist_race <- function(race_state, maxExp, # Only return alive ones. nbAlive <- sum(alive) configurations <- configurations[as.logical(alive), , drop=FALSE] - irace.assert(nbAlive == nrow(configurations)) - irace.assert(all(configurations[[".ID."]] %not_in% rejected_ids)) # No rejected is alive. + irace_assert(nbAlive == nrow(configurations)) + irace_assert(all(configurations[[".ID."]] %not_in% rejected_ids)) # No rejected is alive. # Assign the proper ranks in the configurations data.frame. configurations[[".RANK."]] <- race_ranks # Now we can sort the data.frame by the rank. configurations <- configurations[order(configurations[[".RANK."]]), , drop=FALSE] if (scenario$debugLevel >= 3L) { - irace.note ("Memory used in race():\n") + irace_note ("Memory used in race():\n") race_state$print_mem_used() } local_experiment_log <- race_state$reset_race_experiment_log() @@ -1179,12 +1179,12 @@ elitist_race <- function(race_state, maxExp, # counted it as an experiment used if targetRunner was not called. # If this assert fails, use debug-level 3 to trigger the expensive check above. - irace.assert(anyDuplicated(local_experiment_log[, c("instance", "configuration")]) == 0L, + irace_assert(anyDuplicated(local_experiment_log[, c("instance", "configuration")]) == 0L, eval_after = { print(local_experiment_log) print(mget(ls())) }) - irace.assert(nrow(local_experiment_log) == experiments_used) + irace_assert(nrow(local_experiment_log) == experiments_used) } list(experiments = Results, experiment_log = local_experiment_log, diff --git a/R/race_state.R b/R/race_state.R index 301e0eb8..9fe8d46b 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -37,7 +37,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, else target_evaluator_default } - irace.assert(new || !recover) + irace_assert(new || !recover) if (new) { self$elitist_new_instances <- round_to_next_multiple(scenario$elitistNewInstances, scenario$blockSize) # We cannot recover if we did not get to initialize self$rng. @@ -78,7 +78,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, } if (scenario$debugLevel >= 3L) { - irace.note("RNGkind: ", paste0(self$rng$rng_kind, collapse = " "), "\n", + irace_note("RNGkind: ", paste0(self$rng$rng_kind, collapse = " "), "\n", "# .Random.seed: ", paste0(self$rng$random_seed, collapse = ", "), "\n") } # We do this here, so it is available even if we crash. @@ -93,7 +93,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, if (scenario$capping) output[["cost"]] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) configurations_id <- unique(output[["configuration"]]) - irace.assert(all.equal(rep(instances, each = length(configurations_id)), + irace_assert(all.equal(rep(instances, each = length(configurations_id)), output$instance)) # FIXME: delete old old <- matrix(output[["cost"]], nrow = length(instances), ncol = length(configurations_id), @@ -101,7 +101,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, dimnames = list(instances, as.character(configurations_id))) new <- as.matrix(dcast(output[, c("instance", "configuration", "cost")], instance ~ configuration, value.var = "cost"), rownames = "instance") - irace.assert(identical(old, new)) + irace_assert(identical(old, new)) new }, @@ -109,7 +109,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, now <- self$timer$wallclock() # Do not save to disk too frequently. if (now >= self$time_next_save) { - # irace.note("Saving recovery info.\n") + # irace_note("Saving recovery info.\n") iraceResults$state <- self save_irace_logfile(iraceResults, logfile) self$time_next_save <- now + .irace_minimum_saving_time @@ -121,7 +121,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, now <- self$timer$wallclock() # Do not save to disk too frequently. if (now >= self$time_next_save) { - # irace.note("Saving recovery info.\n") + # irace_note("Saving recovery info.\n") iraceResults <- list( scenario = scenario, irace_version = irace_version, @@ -141,18 +141,18 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, recover_output = function(instance_idx, configuration_id) { search <- data.table(instance = instance_idx, configuration = configuration_id) res <- self$recovery_info[search, on = .(instance,configuration), mult="first", nomatch=NULL, which=TRUE] - irace.assert(length(res) == 0L || length(res) == nrow(search)) + irace_assert(length(res) == 0L || length(res) == nrow(search)) if (length(res) == 0L) { - irace.note("Cannot find the following in recovery info:") + irace_note("Cannot find the following in recovery info:") print(search[!self$recovery_info, on = .(instance,configuration)]) - irace.error("Recovery terminated.") + irace_error("Recovery terminated.") } # Get the rows. output <- self$recovery_info[res] # Delete those rows. self$recovery_info <- self$recovery_info[-res] if (nrow(self$recovery_info) == 0L) { - irace.note("Recovery completed.\n") + irace_note("Recovery completed.\n") self$recovery_mode <- FALSE self$recovery_info <- NULL } @@ -188,7 +188,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, # on Windows. We need to use the future package for that: # https://stackoverflow.com/questions/56501937/how-to-print-from-clusterapply self$cluster <- parallel::makeCluster(parallel) - if (scenario$debugLevel >= 1L) irace.note("makeCluster initialized for ", parallel, " jobs.") + if (scenario$debugLevel >= 1L) irace_note("makeCluster initialized for ", parallel, " jobs.") # We export the global environment because the user may have defined # stuff there. There must be a better way to do this, but I cannot # figure it out. R sucks sometimes. @@ -239,7 +239,7 @@ no_elitist_init_instances <- function(self, deterministic) # if next.instance == 1 then this is the first iteration. # If deterministic consider all (do not resample). if (self$next_instance == 1L || deterministic) return(seq_len(max_instances)) - irace.assert(self$next_instance < max_instances) + irace_assert(self$next_instance < max_instances) self$next_instance : max_instances } @@ -257,7 +257,7 @@ elitist_init_instances <- function(self, deterministic, sampleInstances, elitist if (last_new > max_instances) { # This may happen if the scenario is deterministic and we would need # more instances than what we have. - irace.assert(deterministic) + irace_assert(deterministic) if (next_instance <= max_instances) { # Add all instances that we have not seen yet as new ones. last_new <- max_instances @@ -271,7 +271,7 @@ elitist_init_instances <- function(self, deterministic, sampleInstances, elitist } } # FIXME: we should sample taking into account the block-size, so we sample blocks, not instances. - irace.assert((next_instance - 1L) %% block_size == 0, + irace_assert((next_instance - 1L) %% block_size == 0, eval_after={cat("next_instance:", next_instance, ", block_size:", block_size, "\n")}) past_instances <- if (sampleInstances) sample.int(next_instance - 1L) else seq_len(next_instance - 1L) diff --git a/R/readConfiguration.R b/R/readConfiguration.R index 085aba33..bfbea754 100644 --- a/R/readConfiguration.R +++ b/R/readConfiguration.R @@ -47,8 +47,8 @@ readConfigurationsFile <- function(filename, parameters, debugLevel = 0L, text) colClasses = "character", stringsAsFactors = FALSE) } - irace.assert(is.data.frame(configurationTable)) - irace.note("Read ", nrow(configurationTable), " configuration(s)", + irace_assert(is.data.frame(configurationTable)) + irace_note("Read ", nrow(configurationTable), " configuration(s)", if (is.null(filename)) "\n" else paste0(" from file '", filename, "'\n")) fix_configurations(configurationTable, parameters, debugLevel = debugLevel, filename = filename) @@ -57,7 +57,7 @@ readConfigurationsFile <- function(filename, parameters, debugLevel = 0L, text) fix_configurations <- function(configurations, parameters, debugLevel = 0L, filename = NULL) { conf_error <- function(k, ...) - irace.error("Configuration number ", k, + irace_error("Configuration number ", k, if (is.null(filename)) "" else paste0(" from file '", filename, "'"), ...) @@ -71,10 +71,10 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file missing <- setdiff(colnames(configurations), namesParameters) if (length(missing) > 0L) { if (is.null(filename)) { - irace.error("The parameter names (", strlimit(paste(missing, collapse=", ")), + irace_error("The parameter names (", strlimit(paste(missing, collapse=", ")), ") do not match the parameter names: ", paste(namesParameters, collapse=", ")) } else { - irace.error("The parameter names (", + irace_error("The parameter names (", strlimit(paste(missing, collapse=", ")), ") given in the first row of file ", filename, " do not match the parameter names: ", @@ -87,11 +87,11 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file missing <- setdiff (varParameters, colnames(configurations)) if (length(missing) > 0) { if (is.null(filename)) { - irace.error("The parameter names (", + irace_error("The parameter names (", strlimit(paste(missing, collapse=", ")), ") are missing from the configurations provided.") } else { - irace.error("The parameter names (", + irace_error("The parameter names (", strlimit(paste(missing, collapse=", ")), ") are missing from the first row of file ", filename) } @@ -100,7 +100,7 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file # Add any missing fixed parameters. missing <- setdiff (namesParameters, colnames(configurations)) if (length(missing) > 0L) { - irace.assert (all(parameters$isFixed[missing])) + irace_assert (all(parameters$isFixed[missing])) configurations <- cbind.data.frame(configurations, parameters$domains[missing], stringsAsFactors = FALSE) } @@ -193,7 +193,7 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file } } if (anyDuplicated(configurations)) { - irace.error("Duplicated configurations", + irace_error("Duplicated configurations", if (is.null(filename)) "" else paste0(" in file '", filename, "'"), ":\n", paste0(utils::capture.output( @@ -206,7 +206,7 @@ compile_forbidden <- function(x) { if (is.null(x) || is.bytecode(x)) return(x) # If we are given an expression, it must be a single one. - irace.assert(is.language(x) && (!is.expression(x) || length(x) == 1L)) + irace_assert(is.language(x) && (!is.expression(x) || length(x) == 1L)) if (is.expression(x)) x <- x[[1L]] # When a is NA and we check a == 5, we would get NA, which is # always FALSE, when we actually want to be TRUE, so we test diff --git a/R/readParameters.R b/R/readParameters.R index 8c7d6024..d010ec6c 100644 --- a/R/readParameters.R +++ b/R/readParameters.R @@ -92,7 +92,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) filename <- file file.check (file, readable = TRUE, text = "readParameter: parameter file") } else { - irace.error("'file' must be a character string") + irace_error("'file' must be a character string") } digits <- as.integer(digits) @@ -149,14 +149,14 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) { context <- if (is.null (context)) "" else paste0(" when reading: \"", context, "\"") fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) - irace.error(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) + irace_error(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) } warnReadParameters <- function(filename, line, context, ...) { context <- if (is.null (context)) "" else paste0(" when reading: \"", context, "\"") fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) - irace.warning(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) + irace_warning(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) } parse_condition <- function(s, filename, nbLines, line, context) { @@ -321,19 +321,19 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) # Check that we have read at least one parameter if (length(params) == 0) { if (is.na(filename)) - irace.error("No parameter definition found in the input text") + irace_error("No parameter definition found in the input text") else - irace.error("No parameter definition found, check that the parameter file '", filename, "' is not empty.") + irace_error("No parameter definition found, check that the parameter file '", filename, "' is not empty.") } if (length(forbidden)) { - irace.note(length(forbidden), " expression(s) specifying forbidden configurations read.\n") + irace_note(length(forbidden), " expression(s) specifying forbidden configurations read.\n") check_forbidden_params(forbidden, pnames, filename = filename) } parameters <- do.call(parametersNew, c(params, list(forbidden=forbidden, debugLevel = debugLevel))) if (debugLevel >= 2) { print(parameters, digits = 15L) - irace.note("Parameters have been read\n") + irace_note("Parameters have been read\n") } parameters } @@ -397,7 +397,7 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) filename <- file file.check (file, readable = TRUE, text = "read_pcs_file: parameter file") } else { - irace.error("'file' must be a character string") + irace_error("'file' must be a character string") } lines <- readLines(con = file) lines <- trim(lines) # Remove leading and trailing whitespace @@ -422,10 +422,10 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) parse_pcs_condition <- function(x, types) { if (is.null(x)) return ("") matches <- regmatches(x, regexec("([^[:space:]]+)[[:space:]]+in[[:space:]]+\\{([^}]+)\\}$", x, perl=TRUE))[[1L]] - if (length(matches) == 0L) irace.error("unknown condition ", x) + if (length(matches) == 0L) irace_error("unknown condition ", x) param <- matches[[2L]] type <- types[[param]] - if (is.null(type)) irace.error("unknown type for ", param, " in condition: ", x) + if (is.null(type)) irace_error("unknown type for ", param, " in condition: ", x) cond <- matches[[3L]] if (type == "c" || type == "o") { cond <- strsplit(cond, ",[[:space:]]*")[[1L]] @@ -483,7 +483,7 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) param_name, param_name, param_types[[param_name]], param_domains[[param_name]], cond, param_comments[[param_name]])) next } - irace.error("unrecognized line: ", line) + irace_error("unrecognized line: ", line) } if (length(forbidden) > 0L) { exp <- sapply(forbidden, function(x) { @@ -516,7 +516,7 @@ checkParameters <- function(parameters) ## names(parameters$isDependent) <- parameters$names ## } if (!inherits(parameters, "ParameterSpace")) { - irace.error("parameters must be an object of class 'ParameterSpace'") + irace_error("parameters must be an object of class 'ParameterSpace'") } parameters } diff --git a/R/scenario.R b/R/scenario.R index f8effbdd..96f6f551 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -28,11 +28,11 @@ readScenario <- function(filename = "", scenario = list(), include.scenario <- function(rfilename, topfile = filename, envir. = scenario_env) { if (!file.exists (rfilename)) { - irace.error ("The scenario file ", shQuote(rfilename), " included from ", + irace_error ("The scenario file ", shQuote(rfilename), " included from ", shQuote(topfile), " does not exist.") } handle.source.error <- function(e) { - irace.error("Reading scenario file ", shQuote(rfilename), + irace_error("Reading scenario file ", shQuote(rfilename), " included from ", shQuote(topfile), " produced the following errors or warnings:\n", paste0(conditionMessage(e), collapse="\n")) @@ -48,10 +48,10 @@ readScenario <- function(filename = "", scenario = list(), if (!filename_given) { filename <- path_rel2abs(params_def["scenarioFile","default"]) if (file.exists(filename)) { - irace.warning("A default scenario file ", shQuote(filename), + irace_warning("A default scenario file ", shQuote(filename), " has been found and will be read.") } else { - irace.warning ("No scenario file given (use ", + irace_warning ("No scenario file given (use ", params_def["scenarioFile", "short"], " or ", params_def["scenarioFile", "long"], ") and no default scenario file ", shQuote(filename), @@ -69,7 +69,7 @@ readScenario <- function(filename = "", scenario = list(), cat("# Reading scenario file", shQuote(filename), ".......") # chdir = TRUE to allow recursive sourcing. handle.source.error <- function(e) { - irace.error("Reading scenario file ", shQuote(filename), + irace_error("Reading scenario file ", shQuote(filename), " produced the following errors or warnings:\n", paste0(conditionMessage(e), collapse="\n")) return(NULL) @@ -79,7 +79,7 @@ readScenario <- function(filename = "", scenario = list(), error = handle.source.error, warning = handle.source.error)) if (debug.level >= 1) cat (" done!\n") } else if (filename_given) { - irace.error ("The scenario file ", shQuote(filename), " does not exist.") + irace_error ("The scenario file ", shQuote(filename), " does not exist.") } ## Read scenario file variables. @@ -104,7 +104,7 @@ readScenario <- function(filename = "", scenario = list(), # We only accept variables that match irace.params.names and if the user # wants to define their own, they should use names starting with ".", which # are ignored by ls() - irace.error("Scenario file ", shQuote(filename), " contains unknown variables: ", + irace_error("Scenario file ", shQuote(filename), " contains unknown variables: ", paste0(unknown_scenario_vars, collapse=", "), "\nMAKE SURE NO VARIABLE NAME IS MISSPELL (for example, 'parameterFile' is correct, while 'parametersFile' is not)", "\nIf you wish to use your own variables in the scenario file, use names beginning with a dot `.'") @@ -135,7 +135,7 @@ setup_test_instances <- function(scenario) # Remove useless dimensions testInstances <- c(testInstances) } else { - irace.error("testInstances must be a one-dimensional vector or a list. If your instances are matrices or datasets in R, you can use scenario(testInstances=list(data1, data2, data3))") + irace_error("testInstances must be a one-dimensional vector or a list. If your instances are matrices or datasets in R, you can use scenario(testInstances=list(data1, data2, data3))") } } if (is.null(names(testInstances))) { @@ -193,7 +193,7 @@ checkScenario <- function(scenario = defaultScenario()) # We handle "0" and "1" but not "TRUE" and "FALSE". x <- suppressWarnings(as.integer(x)) if (is.na(x) || (x != 0L && x != 1L)) { - irace.error (quote.param(name), " must be either 0 or 1.") + irace_error (quote.param(name), " must be either 0 or 1.") } as.logical(x) } @@ -202,7 +202,7 @@ checkScenario <- function(scenario = defaultScenario()) { valid <- trimws(strsplit(.irace.params.def[x, "domain"],",",fixed=TRUE)[[1L]]) if (scenario[[x]] %not_in% valid) { - irace.error ("Invalid value '", scenario[[x]], "' of ", + irace_error ("Invalid value '", scenario[[x]], "' of ", quote.param(x), ", valid values are: ", paste0(valid, collapse = ", ")) } @@ -214,7 +214,7 @@ checkScenario <- function(scenario = defaultScenario()) # Duplicated entries will cause confusion. dups <- anyDuplicated(names(scenario)) if (dups) - irace.error("scenario contains duplicated entries: ", names(scenario)[dups]) + irace_error("scenario contains duplicated entries: ", names(scenario)[dups]) # We have characters everywhere, set to the right types to avoid problems # later. @@ -235,7 +235,7 @@ checkScenario <- function(scenario = defaultScenario()) if (is.null(scenario[[param]]) || is.na (scenario[[param]]) || scenario[[param]] < 0.0 || scenario[[param]] > 1.0) - irace.error (quote.param(param), " must be a real value within [0, 1].") + irace_error (quote.param(param), " must be a real value within [0, 1].") } # Integer control parameters @@ -248,7 +248,7 @@ checkScenario <- function(scenario = defaultScenario()) next # Allow NA default values p <- suppressWarnings(as.numeric(p)) if (is.null(p) || is.na (p) || !is.wholenumber(p) || p < 0) - irace.error (quote.param (param), " must be a non-negative integer.") + irace_error (quote.param (param), " must be a non-negative integer.") scenario[[param]] <- as.integer(p) } @@ -256,7 +256,7 @@ checkScenario <- function(scenario = defaultScenario()) if (any(scenario[what] <= 0L)) { for (op in what) { if (scenario[[op]] <= 0L) - irace.error(quote.param (op), " = ", scenario[[op]], " must be larger than 0.") + irace_error(quote.param (op), " = ", scenario[[op]], " must be larger than 0.") } } } @@ -267,7 +267,7 @@ checkScenario <- function(scenario = defaultScenario()) # Check that the files exist and are readable. scenario$parameterFile <- path_rel2abs(scenario$parameterFile) if (is.null.or.empty(scenario$parameters)) { - irace.note("Reading parameter file '", scenario$parameterFile, "'.\n") + irace_note("Reading parameter file '", scenario$parameterFile, "'.\n") scenario$parameters <- readParameters(file = scenario$parameterFile, # AClib benchmarks use 15 digits digits = if (scenario$aclib) 15L else 4L, debugLevel = scenario$debugLevel) @@ -293,7 +293,7 @@ checkScenario <- function(scenario = defaultScenario()) if (!is.null.or.empty(scenario$logFile) # Must have been set "" above. && scenario$recoveryFile == scenario$logFile) { - irace.error("log file and recovery file should be different '", + irace_error("log file and recovery file should be different '", scenario$logFile, "'") } } else { @@ -306,7 +306,7 @@ checkScenario <- function(scenario = defaultScenario()) } else if (is.function.name(scenario$targetRunnerParallel)) { scenario$targetRunnerParallel <- get.function(scenario$targetRunnerParallel) } else { - irace.error("'targetRunnerParallel' must be a function") + irace_error("'targetRunnerParallel' must be a function") } if (is.null.or.empty(scenario$repairConfiguration)) @@ -314,20 +314,20 @@ checkScenario <- function(scenario = defaultScenario()) else if (is.function.name(scenario$repairConfiguration)) # Byte-compile it. scenario$repairConfiguration <- bytecompile(get.function(scenario$repairConfiguration)) else - irace.error("'repairConfiguration' must be a function") + irace_error("'repairConfiguration' must be a function") if (is.na(scenario$capping)) scenario$capping <- (scenario$elitist && scenario$maxTime > 0 && !is.na(scenario$boundMax) && scenario$boundMax > 0) if (scenario$capping) { if (!scenario$elitist) - irace.error("When capping == TRUE, elitist must be enabled.") + irace_error("When capping == TRUE, elitist must be enabled.") if (scenario$boundMax <= 0) - irace.error("When capping == TRUE, boundMax (", scenario$boundMax, ") must be > 0") + irace_error("When capping == TRUE, boundMax (", scenario$boundMax, ") must be > 0") check.valid.param("cappingType") check.valid.param("boundType") if (scenario$boundPar < 1) - irace.error("Invalid value (", scenario$boundPar, ") ", + irace_error("Invalid value (", scenario$boundPar, ") ", quote.param("boundPar"), " must be >= 1") } else if (scenario$boundMax <= 0 || is.na(scenario$boundMax)) { # no capping scenario$boundMax <- NULL @@ -335,7 +335,7 @@ checkScenario <- function(scenario = defaultScenario()) if (is.function.name(scenario$targetRunner)) { scenario$targetRunner <- get.function(scenario$targetRunner) - irace.assert(is.function(scenario$targetRunner)) + irace_assert(is.function(scenario$targetRunner)) } else if (is.null(scenario$targetRunnerParallel)) { if (is.character(scenario$targetRunner)) { scenario$targetRunner <- path_rel2abs(scenario$targetRunner) @@ -355,7 +355,7 @@ checkScenario <- function(scenario = defaultScenario()) } check_target_cmdline(scenario$targetCmdline, capping = scenario$capping) } else { - irace.error(quote.param ('targetRunner'), " must be a function or an executable program") + irace_error(quote.param ('targetRunner'), " must be a function or an executable program") } } @@ -363,13 +363,13 @@ checkScenario <- function(scenario = defaultScenario()) scenario$targetEvaluator <- NULL } else if (is.function.name(scenario$targetEvaluator)) { scenario$targetEvaluator <- get.function(scenario$targetEvaluator) - irace.assert(is.function(scenario$targetEvaluator)) + irace_assert(is.function(scenario$targetEvaluator)) } else if (is.character(scenario$targetEvaluator)) { scenario$targetEvaluator <- path_rel2abs(scenario$targetEvaluator) file.check (scenario$targetEvaluator, executable = TRUE, text = "target evaluator") } else { - irace.error(quote.param('targetEvaluator'), " must be a function or an executable program") + irace_error(quote.param('targetEvaluator'), " must be a function or an executable program") } # Training instances @@ -380,7 +380,7 @@ checkScenario <- function(scenario = defaultScenario()) } if (is.null.or.empty(scenario$trainInstancesDir) && is.null.or.empty(scenario$trainInstancesFile)) - irace.error("Both ", quote.param ("trainInstancesDir"), " and ", + irace_error("Both ", quote.param ("trainInstancesDir"), " and ", quote.param ("trainInstancesFile"), " are empty: No instances provided") @@ -389,14 +389,14 @@ checkScenario <- function(scenario = defaultScenario()) instancesFile = scenario$trainInstancesFile) } if (length(scenario$instances) == 0L) { - irace.error("No instances found in `scenario$instances`") + irace_error("No instances found in `scenario$instances`") } else if (!is.null(dim(scenario$instances))) { if (length(dim(scenario$instances)) == 1L || (length(dim(scenario$instances)) == 2L && dim(scenario$instances)[1] == 1L)) { # Remove useless dimensions scenario$instances <- c(scenario$instances) } else { - irace.error("Instances must be a one-dimensional vector or a list. If your instances are matrices or datasets in R, you can use scenario(instances=list(data1, data2, data3))") + irace_error("Instances must be a one-dimensional vector or a list. If your instances are matrices or datasets in R, you can use scenario(instances=list(data1, data2, data3))") } } # Testing instances @@ -414,26 +414,26 @@ checkScenario <- function(scenario = defaultScenario()) if (is.null.or.empty(scenario$initConfigurations)) { scenario$initConfigurations <- NULL } else if (!is.data.frame(scenario$initConfigurations) && !is.matrix(scenario$initConfigurations)) { - irace.error("if given, 'initConfigurations' must be a matrix or data.frame.") + irace_error("if given, 'initConfigurations' must be a matrix or data.frame.") } if (length(scenario$instances) %% scenario$blockSize != 0) { - irace.error("The number of instances (", length(scenario$instances), ") must be a multiple of ", + irace_error("The number of instances (", length(scenario$instances), ") must be a multiple of ", quote.param("blockSize"), ".") } if (scenario$firstTest %% scenario$eachTest != 0) { - irace.error(quote.param("firstTest"), " must be a multiple of ", + irace_error(quote.param("firstTest"), " must be a multiple of ", quote.param("eachTest"), ".") } if (scenario$mu < scenario$firstTest * scenario$blockSize) { if (scenario$debugLevel >= 1) { - irace.warning("Assuming 'mu = firstTest * blockSize' because 'mu' cannot be smaller.\n") + irace_warning("Assuming 'mu = firstTest * blockSize' because 'mu' cannot be smaller.\n") } scenario$mu <- scenario$firstTest * scenario$blockSize } else if (scenario$mu %% scenario$blockSize != 0) { - irace.error(quote.param("mu"), " must be a multiple of ", + irace_error(quote.param("mu"), " must be a multiple of ", quote.param("blockSize"), ".") } @@ -443,33 +443,33 @@ checkScenario <- function(scenario = defaultScenario()) ## Only maxExperiments or maxTime should be set. Negative values are not ## allowed. if (scenario$maxExperiments == 0 && scenario$maxTime == 0) { - irace.error("Tuning budget was not provided. Set ", + irace_error("Tuning budget was not provided. Set ", quote.param("maxExperiments"), " or ", quote.param("maxTime"), ".") } else if (scenario$maxExperiments > 0 && scenario$maxTime > 0) { - irace.error("Two different tuning budgets provided, please set only ", + irace_error("Two different tuning budgets provided, please set only ", quote.param("maxExperiments"), " or only ", quote.param ("maxTime"), ".") } else if (scenario$maxExperiments < 0 ) { - irace.error("Negative budget provided, ", quote.param("maxExperiments"), + irace_error("Negative budget provided, ", quote.param("maxExperiments"), "must be >= 0." ) } else if (scenario$maxTime < 0) { - irace.error("Negative budget provided, ", quote.param("maxTime"), " must be >= 0.") + irace_error("Negative budget provided, ", quote.param("maxTime"), " must be >= 0.") } if (scenario$maxTime > 0 && (scenario$budgetEstimation <= 0 || scenario$budgetEstimation >= 1)) - irace.error(quote.param("budgetEstimation"), " must be within (0,1).") + irace_error(quote.param("budgetEstimation"), " must be within (0,1).") if (scenario$maxTime > 0 && !scenario$elitist) - irace.error(quote.param("maxTime"), " requires using 'elitist=1'") + irace_error(quote.param("maxTime"), " requires using 'elitist=1'") if (scenario$deterministic && scenario$firstTest * scenario$blockSize > length(scenario$instances)) { - irace.error("When deterministic == TRUE, the number of instances (", + irace_error("When deterministic == TRUE, the number of instances (", length(scenario$instances), ") cannot be smaller than firstTest (", scenario$firstTest, ") * blockSize (", scenario$blockSize, ")") } if (scenario$mpi && scenario$parallel < 2) - irace.error (quote.param("parallel"), " must be larger than 1 when mpi is enabled.") + irace_error (quote.param("parallel"), " must be larger than 1 when mpi is enabled.") if (is.null.or.empty(scenario$batchmode)) scenario$batchmode <- 0 @@ -479,12 +479,12 @@ checkScenario <- function(scenario = defaultScenario()) } # Currently batchmode requires a targetEvaluator if (scenario$batchmode != 0 && is.null(scenario$targetEvaluator)) { - irace.error(quote.param("batchmode"), " requires using ", + irace_error(quote.param("batchmode"), " requires using ", quote.param("targetEvaluator"), ".") } if (scenario$batchmode != 0 && scenario$mpi) { - irace.error(quote.param("mpi"), " and ", quote.param("batchmode"), + irace_error(quote.param("mpi"), " and ", quote.param("batchmode"), " cannot be enabled at the same time.") } @@ -669,7 +669,7 @@ defaultScenario <- function(scenario = list(), if (is.null(names(scenario))) { scenario <- setNames(as.list(params_def[params_names,"default"]), params_names) } else if (!all(names(scenario) %in% params_names)) { - irace.error("Unknown scenario settings: ", + irace_error("Unknown scenario settings: ", paste(names(scenario)[!(names(scenario) %in% params_names)], collapse = ", ")) } else { @@ -685,7 +685,7 @@ defaultScenario <- function(scenario = list(), readInstances <- function(instancesDir = NULL, instancesFile = NULL) { if (is.null.or.empty(instancesDir) && is.null.or.empty(instancesFile)) - irace.error("Both instancesDir and instancesFile are empty: No instances provided") + irace_error("Both instancesDir and instancesFile are empty: No instances provided") instances <- NULL @@ -697,7 +697,7 @@ readInstances <- function(instancesDir = NULL, instancesFile = NULL) instances <- sub("^[[:space:]]+", "", instances) # Remove leading whitespace instances <- instances[instances != ""] # Delete empty lines if (is.null.or.empty(instances)) - irace.error("No instances found in '", instancesFile, + irace_error("No instances found in '", instancesFile, "' (whitespace and comments starting with '#' are ignored)") if (!is.null.or.empty(instancesDir)) instances <- paste0 (instancesDir, "/", instances) @@ -709,7 +709,7 @@ readInstances <- function(instancesDir = NULL, instancesFile = NULL) instances <- list.files (path = instancesDir, full.names = TRUE, recursive = TRUE) if (length (instances) == 0) - irace.error("No instances found in `", instancesDir, "'") + irace_error("No instances found in `", instancesDir, "'") } instances } @@ -721,6 +721,6 @@ update_scenario <- function(scenario, ...) return(scenario) unknown_scenario_args <- setdiff(names(scenario_args), names(scenario)) if (length(unknown_scenario_args)) - irace.error("Unknown scenario settings given: ", paste0(unknown_scenario_args, collapse=", ")) + irace_error("Unknown scenario settings given: ", paste0(unknown_scenario_args, collapse=", ")) utils::modifyList(scenario, scenario_args) } diff --git a/R/testing.R b/R/testing.R index 2825f35d..f9d702b5 100644 --- a/R/testing.R +++ b/R/testing.R @@ -25,8 +25,8 @@ testConfigurations <- function(configurations, scenario) testInstances <- scenario[["testInstances"]] instances_id <- names(testInstances) - if (length(testInstances) == 0L) irace.error("No test instances given") - if (is.null(instances_id)) irace.error("testInstances must have names") + if (length(testInstances) == 0L) irace_error("No test instances given") + if (is.null(instances_id)) irace_error("testInstances must have names") # 2147483647 is the maximum value for a 32-bit signed integer. # We use replace = TRUE, because replace = FALSE allocates memory for each possible number. @@ -46,7 +46,7 @@ testConfigurations <- function(configurations, scenario) bounds = rep(scenario$boundMax, nrow(configurations))) race_state <- RaceState$new(scenario) if (scenario$debugLevel >= 3L) { - irace.note ("Memory used before execute_experiments() in testConfigurations():\n") + irace_note ("Memory used before execute_experiments() in testConfigurations():\n") race_state$print_mem_used() } race_state$start_parallel(scenario) @@ -75,7 +75,7 @@ testConfigurations <- function(configurations, scenario) colnames(testResults) == experiments[[i]]$id_configuration] <- cost[i] } if (scenario$debugLevel >= 3L) { - irace.note ("Memory used at the end of testConfigurations():\n") + irace_note ("Memory used at the end of testConfigurations():\n") race_state$print_mem_used() } diff --git a/R/utils.R b/R/utils.R index 369d23e1..6f0f58e4 100644 --- a/R/utils.R +++ b/R/utils.R @@ -1,6 +1,6 @@ # Print a user-level warning message, when the calling context # cannot help the user to understand why the program failed. -irace.warning <- function(...) +irace_warning <- function(...) { if (getOption(".irace.quiet", default=FALSE)) return() warning(paste0(.irace_msg_prefix, ..., collapse=""), @@ -9,7 +9,7 @@ irace.warning <- function(...) # Print a user-level fatal error message, when the calling context # cannot help the user to understand why the program failed. -irace.error <- function(...) +irace_error <- function(...) { # The default is only 1000, which is too small. 8170 is the maximum # value allowed up to R 3.0.2 @@ -44,7 +44,7 @@ irace_internal_error <- function(...) if (!base::interactive()) op <- c(op, list(error = irace_dump_frames)) withr::local_options(op) - # 6 to not show anything below irace.assert() + # 6 to not show anything below irace_assert() bt <- utils::capture.output(traceback(5)) warnings() stop (.irace_msg_prefix, paste0(..., collapse = "\n"), "\n", @@ -53,7 +53,7 @@ irace_internal_error <- function(...) invisible() } -irace.assert <- function(exp, eval_after = NULL) +irace_assert <- function(exp, eval_after = NULL) { # FIXME: It would be great if we could save into a file the state of # the function that called this one. @@ -68,7 +68,7 @@ irace.assert <- function(exp, eval_after = NULL) invisible() } -irace.note <- function(...) +irace_note <- function(...) { # FIXME: If this was a function within an irace object, we could replace it # when using quiet. @@ -86,7 +86,7 @@ file.check <- function (file, executable = FALSE, readable = executable, READ <- 4 if (!is.character(file) || is.null.or.empty(file)) { - irace.error (text, " ", shQuote(file), " is not a vaild filename") + irace_error (text, " ", shQuote(file), " is not a vaild filename") } file <- path_rel2abs(file) ## The above should remove the trailing separator if present for windows OS @@ -98,38 +98,38 @@ file.check <- function (file, executable = FALSE, readable = executable, if (tryCatch({ suppressWarnings(file.create(file) && file.remove(file)) }, error=function(e) FALSE)) return(TRUE) - irace.error("cannot create ", text, " ", shQuote(file)) + irace_error("cannot create ", text, " ", shQuote(file)) return (FALSE) } - irace.error (text, " '", file, "' does not exist") + irace_error (text, " '", file, "' does not exist") return(FALSE) } if (writeable && (file.access(file, mode = WRITE) != 0)) { - irace.error(text, " '", file, "' cannot be written into") + irace_error(text, " '", file, "' cannot be written into") return(FALSE) } if (readable && (file.access(file, mode = READ) != 0)) { - irace.error(text, " '", file, "' is not readable") + irace_error(text, " '", file, "' is not readable") return (FALSE) } if (executable && file.access(file, mode = EXEC) != 0) { - irace.error(text, " '", file, "' is not executable") + irace_error(text, " '", file, "' is not executable") return (FALSE) } if (isdir) { if (!file.info(file)$isdir) { - irace.error(text, " '", file, "' is not a directory") + irace_error(text, " '", file, "' is not a directory") return (FALSE) } if (notempty && length(list.files (file, recursive=TRUE)) == 0) { - irace.error(text, " '", file, "' does not contain any file") + irace_error(text, " '", file, "' does not contain any file") return (FALSE) } } else if (file.info(file)$isdir) { - irace.error(text, " '", file, "' is a directory, not a file") + irace_error(text, " '", file, "' is a directory, not a file") return (FALSE) } return (TRUE) @@ -267,7 +267,7 @@ merge_matrix <- function(x, y) # Update x[rownames(y), colnames(y)] <- y # There must be a non-NA entry for each instance. - irace.assert(all(rowAnys(!is.na(x)))) + irace_assert(all(rowAnys(!is.na(x)))) return(x) } @@ -295,7 +295,7 @@ mpiInit <- function(nslaves, debugLevel = 0) if ("Rmpi" %not_in% loadedNamespaces()) { if (! suppressPackageStartupMessages (requireNamespace("Rmpi", quietly = TRUE))) - irace.error("The 'Rmpi' package is required for using MPI") + irace_error("The 'Rmpi' package is required for using MPI") # When R exits, finalize MPI. reg.finalizer(environment(Rmpi::mpi.exit), function(e) { @@ -343,7 +343,7 @@ mpiInit <- function(nslaves, debugLevel = 0) # columns. concordance <- function(data) { - irace.assert (is.matrix(data) && is.numeric(data)) + irace_assert (is.matrix(data) && is.numeric(data)) n <- nrow(data) #judges k <- ncol(data) #objects @@ -351,8 +351,7 @@ concordance <- function(data) return(list(kendall.w = NA_real_, spearman.rho = NA_real_)) # Get rankings by rows (per instance) - r <- rowRanks(data, ties.method = "average") - R <- colSums2(r) + r <- rowRanks(data, ties.method = "average", useNames=FALSE) TIES <- c(table(r,row(r))) # If everything is tied, then W=1, perfect homogeneity. if (all(TIES == k)) { @@ -360,12 +359,13 @@ concordance <- function(data) } else { # FIXME: This formula seems slightly different from the one in # friedman.test. Why? - TIES <- sum(TIES^3 - TIES) - W <- ((12 * sum((R - n * (k + 1) / 2)^2)) / - ((n^2 * (k^3 - k)) - (n * TIES))) + TIES <- sum(TIES^3L - TIES) + R <- colSums2(r, useNames=FALSE) + W <- ((12 * sum((R - n * (k + 1) / 2)^2L)) / + ((n^2L * (k^3L - k)) - (n * TIES))) } # Spearman's rho - rho <- (n * W - 1) / (n - 1) + rho <- (n * W - 1) / (n - 1L) ## Same as in friedman test #STATISTIC <- n * (k - 1) * W @@ -384,7 +384,7 @@ concordance <- function(data) # FIXME: How to handle missing values? dataVariance <- function(data) { - irace.assert (is.matrix(data) && is.numeric(data)) + irace_assert (is.matrix(data) && is.numeric(data)) # LESLIE: should we rank data?? # MANUEL: We should add the option. if (nrow(data) <= 1L || ncol(data) <= 1L) return(NA_real_) @@ -395,8 +395,8 @@ dataVariance <- function(data) #normdata <- (data - datamin) / (datamax-datamin) #standardize - meandata <- rowMeans2(data) - stddata <- rowSds(data) + meandata <- rowMeans2(data, useNames=FALSE) + stddata <- rowSds(data, useNames=FALSE) # If stddata == 0, then data is constant and it doesn't matter as long as it # is non-zero. stddata[stddata == 0] <- 1 @@ -410,7 +410,7 @@ dataVariance <- function(data) runcommand <- function(command, args, id, debugLevel, timeout = 0) { if (debugLevel >= 2L) { - irace.note (command, " ", args, "\n") + irace_note (command, " ", args, "\n") elapsed <- proc.time()["elapsed"] } err <- NULL @@ -434,11 +434,11 @@ runcommand <- function(command, args, id, debugLevel, timeout = 0) if (!is.null(attr(output, "errmsg"))) err <- paste(sep = "\n", err, attr(output, "errmsg")) if (debugLevel >= 2L) - irace.note ("ERROR (", id, "): ", err, "\n") + irace_note ("ERROR (", id, "): ", err, "\n") return(list(output = output, error = err)) } if (debugLevel >= 2L) { - irace.note ("DONE (", id, ") Elapsed wall-clock seconds: ", + irace_note ("DONE (", id, ") Elapsed wall-clock seconds: ", formatC(proc.time()["elapsed"] - elapsed, format = "f", digits = 2), "\n") } @@ -524,17 +524,17 @@ valid_iracelog <- function(x) read_logfile <- function(filename, name = "iraceResults") { if (is_na_or_empty(filename)) - irace.error("read_logfile: 'filename' is NULL or NA.") + irace_error("read_logfile: 'filename' is NULL or NA.") # If filename is already the iraceResults object, just return it. if (valid_iracelog(filename)) return(filename) if (file.access(filename, mode = 4) != 0) - irace.error("read_logfile: Cannot read file '", filename, "'.") + irace_error("read_logfile: Cannot read file '", filename, "'.") load(filename) iraceResults <- get0(name, inherits=FALSE) if (!valid_iracelog(iraceResults)) - irace.error("read_logfile: The file '", filename, "' does not contain the '", name, "' object.") + irace_error("read_logfile: The file '", filename, "' does not contain the '", name, "' object.") # data.table recommends doing this after loading a data.table from a file. setDT(iraceResults$state$experiment_log) diff --git a/inst/exdata/sann.rda b/inst/exdata/sann.rda 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00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 31 Dec 2024 13:24:00 +0000 Subject: [PATCH 073/127] Test quiet option. --- R/main.R | 8 ++++---- R/psRace.R | 22 ++++++++++++---------- tests/testthat/test-multi_irace.R | 14 +++++++------- tests/testthat/test-recovery.R | 8 ++++++-- tests/testthat/test-targeteval.R | 9 +++++++-- 5 files changed, 36 insertions(+), 25 deletions(-) diff --git a/R/main.R b/R/main.R index f36ed1cc..fc0f5df0 100644 --- a/R/main.R +++ b/R/main.R @@ -419,7 +419,7 @@ checkTargetFiles <- function(scenario) on.exit(race_state$stop_parallel(), add = TRUE) # FIXME: Create a function try.call(err.msg,warn.msg, fun, ...) # Executing targetRunner - cat("# Executing targetRunner (", nrow(configurations), "times)...\n") + irace_note("# Executing targetRunner (", nrow(configurations), "times)...\n") result <- TRUE # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. withr::local_preserve_seed() @@ -438,7 +438,7 @@ checkTargetFiles <- function(scenario) invokeRestart("muffleWarning")}) if (scenario$debugLevel >= 1L) { - cat ("# targetRunner returned:\n") + cat("# targetRunner returned:\n") print(output, digits = 15L) } @@ -446,7 +446,7 @@ checkTargetFiles <- function(scenario) if (!result) return(FALSE) if (!is.null(scenario$targetEvaluator)) { - cat("# Executing targetEvaluator...\n") + irace_note("# Executing targetEvaluator...\n") output <- withCallingHandlers( tryCatch(execute_evaluator(race_state$target_evaluator, experiments, scenario, output), error = function(e) { @@ -461,7 +461,7 @@ checkTargetFiles <- function(scenario) paste0(conditionMessage(w), collapse="\n")) invokeRestart("muffleWarning")}) if (scenario$debugLevel >= 1L) { - cat ("# targetEvaluator returned:\n") + cat("# targetEvaluator returned:\n") print(output, digits = 15L) } } diff --git a/R/psRace.R b/R/psRace.R index a58ef021..c5adfbf7 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -91,8 +91,15 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (length(x) <= max_len) return(x) x[seq_len(max_len)] } - + get_confs_for_psrace <- function(iraceResults, iteration_elites, max_experiments, conf_ids, rejected_ids) { + scenario <- iraceResults$scenario + report_selected <- + if (scenario$quiet) do_nothing + else function(conf_ids, conf_needs) + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + allElites <- iraceResults$allElites experiments <- iraceResults$experiments conf_ids <- if (iteration_elites) unlist(rev(allElites)) else allElites[[length(allElites)]] @@ -108,7 +115,6 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli n_done <- nrow(experiments) - min(conf_needs) # Remove any configuration that needs more than max_experiments. conf_needs <- conf_needs[conf_needs <= max_experiments] - scenario <- iraceResults$scenario if (!scenario$deterministic || n_done < length(scenario$instances)) { # We want to evaluate in at least n_new instances more. n_new <- max(scenario$blockSize, scenario$eachTest) @@ -117,8 +123,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli if (n_confs > 1L && sum(conf_needs == 0L) >= n_confs) { conf_needs <- conf_needs[conf_needs == 0L][1:n_confs] conf_ids <- names(conf_needs) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + report_selected(conf_ids, conf_needs) irace_assert(length(conf_ids) > 1L, eval_after = { cat("n_confs: ", n_confs, "\nn_new:", n_new, "\n") print(conf_needs) @@ -150,8 +155,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli winner <- which.max(n) conf_needs_new <- conf_needs_new[combs[[winner]]] conf_ids <- names(conf_needs_new) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs_new), ".\n") + report_selected(conf_ids, conf_needs_new) return(conf_ids) } } @@ -169,8 +173,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli winner <- which.max(n) conf_needs <- c(conf_needs_zero, conf_needs[combs[[winner]]]) conf_ids <- names(conf_needs) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + report_selected(conf_ids, conf_needs) irace_assert(length(conf_ids) > 1L, eval_after = { print(conf_needs) cat("winner: ", winner, "\n") @@ -221,8 +224,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli elite_data <- iraceResults$experiments[, as.character(elite_configurations[[".ID."]]), drop=FALSE] race_state$next_instance <- nrow(iraceResults$experiments) + 1L - cat(sep="", - "# Seed: ", race_state$seed, + irace_note("seed: ", race_state$seed, "\n# Configurations: ", nrow(elite_configurations), "\n# Available experiments: ", max_experiments, "\n# minSurvival: 1\n") diff --git a/tests/testthat/test-multi_irace.R b/tests/testthat/test-multi_irace.R index 332ef246..ef8dc8c7 100644 --- a/tests/testthat/test-multi_irace.R +++ b/tests/testthat/test-multi_irace.R @@ -1,5 +1,6 @@ withr::with_output_sink("test-multi_irace.Rout", { +# FIXME: Use temporary files and directories. make.target.runner <- function(parameters) { function(experiment, scenario) { cost <- max(1, abs(rnorm(1, mean=sum(unlist(experiment$configuration[parameters]))))) @@ -24,11 +25,9 @@ parameters.table.2 <- make.parameters.table(c("x2", "x3")) parameters.table.3 <- make.parameters.table(c("x3", "x1")) check.default.logFiles <- function(n) { - for (i in 1:n) { - dir <- sprintf("run_%02d", i) - expect_true(dir.exists(dir)) - expect_true(file.exists(file.path(dir, "irace.Rdata"))) - } + dir <- sprintf("run_%02d", 1:n) + expect_equal(dir.exists(dir), rep_len(TRUE, n)) + expect_equal(file.exists(file.path(dir, "irace.Rdata")), rep_len(TRUE, n)) } test_that("multiple scenarios, multiple parameters", { @@ -141,13 +140,14 @@ test_that("global seed", { test_that("sequential and parallel identical", { skip_on_cran() skip_on_os("windows") - skip_if(test_irace_detectCores() <= 1L, + ncores <- test_irace_detectCores() + skip_if(ncores <= 1L, message = "This test only makes sense if multiple cores are available") scenarios <- lapply(list(target.runner.1, target.runner.2, target.runner.3), make.scenario) parameters <- list(parameters.table.1, parameters.table.2, parameters.table.3) runs.sequential <- multi_irace(scenarios, parameters, global_seed = 42) - runs.parallel <- multi_irace(scenarios, parameters, global_seed = 42, parallel = test_irace_detectCores()) + runs.parallel <- multi_irace(scenarios, parameters, global_seed = 42, parallel = ncores) expect_equal(runs.sequential, runs.parallel) }) diff --git a/tests/testthat/test-recovery.R b/tests/testthat/test-recovery.R index 9387838c..4bb0ef63 100644 --- a/tests/testthat/test-recovery.R +++ b/tests/testthat/test-recovery.R @@ -35,9 +35,10 @@ parameters_table <- ' targetRunner = target_runner_xy, logFile = logFile, seed = seed, + quiet = TRUE, maxExperiments = maxExperiments) - confs <- irace(scenario = scenario) + expect_silent(confs <- irace(scenario = scenario)) scenario$targetRunner <- wrap_target_runner_error(target_runner_xy, limit) # Otherwise, the tests are too fast. @@ -52,6 +53,7 @@ parameters_table <- ' targetRunner = wrap_target_runner_counter(target_runner_xy), recoveryFile = logFile, seed = NA, + quiet = FALSE, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) @@ -78,8 +80,9 @@ test_that("recovery maxTime", { seed = seed, maxTime = 500, logFile = logFile, + quiet = TRUE, parameters = parameters) - confs <- irace(scenario = scenario) + expect_silent(confs <- irace(scenario = scenario)) scenario$targetRunner <- wrap_target_runner_error(target_runner, 200L) # Otherwise, the tests are too fast. @@ -94,6 +97,7 @@ test_that("recovery maxTime", { targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, + quiet = FALSE, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) diff --git a/tests/testthat/test-targeteval.R b/tests/testthat/test-targeteval.R index e7e6affb..0312a74e 100644 --- a/tests/testthat/test-targeteval.R +++ b/tests/testthat/test-targeteval.R @@ -26,6 +26,7 @@ test_that("target_evaluator", { maxExperiments = maxExperiments, instances = instances, logFile = logFile, seed = seed, + quiet = TRUE, parameters = parameters)) expect_true(irace:::checkTargetFiles(scenario = scenario)) @@ -35,9 +36,10 @@ test_that("target_evaluator", { maxExperiments = maxExperiments, instances = instances, logFile = logFile, seed = seed, + quiet = TRUE, parameters = parameters)) - confs <- irace(scenario = scenario) + expect_silent(confs <- irace(scenario = scenario)) expect_gt(nrow(confs), 0L) scenario$targetRunner <- wrap_target_runner_error(target_runner, limit) # Otherwise, the tests are too fast. @@ -52,6 +54,7 @@ test_that("target_evaluator", { targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, + quiet = FALSE, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) @@ -73,9 +76,10 @@ test_that("target_evaluator maxTime", { targetRunner = target_runner, targetEvaluator = target_evaluator, maxTime = 2000, boundMax = 10, instances = instances, logFile = logFile, seed = seed, + quiet = TRUE, parameters = parameters)) expect_true(scenario$capping) - confs <- irace(scenario = scenario) + expect_silent(confs <- irace(scenario = scenario)) expect_gt(nrow(confs), 0L) scenario$targetRunner <- wrap_target_runner_error(target_runner, limit) @@ -91,6 +95,7 @@ test_that("target_evaluator maxTime", { targetRunner = wrap_target_runner_counter(target_runner), recoveryFile = logFile, seed = NA, + quiet = FALSE, logFile = logFile_new)) recover_confs <- irace(scenario = scenario) expect_identical(confs, recover_confs) From dd146da2cc30a357193ac5aa616fa1af2aacbbdc Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 31 Dec 2024 15:30:33 +0000 Subject: [PATCH 074/127] * tests/: Remove useless 'irace:::'. --- tests/testthat/test-bug-10.R | 4 ++-- tests/testthat/test-bug-55.R | 2 +- tests/testthat/test-readconfs.R | 2 +- tests/testthat/test-similar.R | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/tests/testthat/test-bug-10.R b/tests/testthat/test-bug-10.R index 16064853..f49420f6 100644 --- a/tests/testthat/test-bug-10.R +++ b/tests/testthat/test-bug-10.R @@ -14,13 +14,13 @@ nnls "--nnls " i (5, 50) | localsearch %in% c(1,2 dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) ' -parameters <- irace:::readParameters(text=parameters_txt) +parameters <- readParameters(text=parameters_txt) test_that("bug blocksize", { skip_on_cran() target_runner <- function(experiment, scenario) - list(cost = 100 + rnorm(1, 0, 0.1), call = toString(experiment)) + list(cost = 100 + rnorm(1, 0, 0.1)) withr::with_options(list(warning=2), { scenario <- list(targetRunner = target_runner, diff --git a/tests/testthat/test-bug-55.R b/tests/testthat/test-bug-55.R index ae67da2e..aca8d2a6 100644 --- a/tests/testthat/test-bug-55.R +++ b/tests/testthat/test-bug-55.R @@ -6,7 +6,7 @@ test_that("bug-55", { foo "--foo " i (0, 1) foo2 "--foo2 " c (true, false) | foo == 0 ' - params <- irace::readParameters(text=parameters_txt) + params <- readParameters(text=parameters_txt) configurations_txt <- ' foo foo2 1 0 false diff --git a/tests/testthat/test-readconfs.R b/tests/testthat/test-readconfs.R index db1f7df0..1f2190f0 100644 --- a/tests/testthat/test-readconfs.R +++ b/tests/testthat/test-readconfs.R @@ -1,6 +1,6 @@ withr::with_output_sink("test-readconfs.Rout", { -params <- irace::readParameters("parameters.txt") +params <- readParameters("parameters.txt") expect_error_readconfs <- function(table, exp) expect_error(irace::readConfigurationsFile(text=table, parameters = params), exp) diff --git a/tests/testthat/test-similar.R b/tests/testthat/test-similar.R index bb604ea7..7be79206 100644 --- a/tests/testthat/test-similar.R +++ b/tests/testthat/test-similar.R @@ -1,6 +1,6 @@ test_that("similarConfigurations", { - parameters <- irace:::readParameters(text = ' + parameters <- readParameters(text = ' n1 "" r (0,1) n2 "" r (0,1) n3 "" r (0,1) From c60ad001810afe42b1ca4ba7fc7d440dd5735c29 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 31 Dec 2024 15:33:29 +0000 Subject: [PATCH 075/127] * R/psRace.R: Adjust firstTest to make better use of the budget available. --- NEWS.md | 4 +++- R/ablation.R | 2 +- R/irace.R | 2 +- R/psRace.R | 7 +++--- R/race.R | 62 +++++++++++++++++++++++++--------------------------- 5 files changed, 39 insertions(+), 38 deletions(-) diff --git a/NEWS.md b/NEWS.md index 9404a91c..0ea34347 100644 --- a/NEWS.md +++ b/NEWS.md @@ -16,6 +16,8 @@ * `psRace()` gains a `psrace_logFile` argument to avoid overwriting `scenario$logFile`. + * `psRace()` makes better use of the budget remaining. + ## Fixes * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. @@ -25,7 +27,7 @@ * Fix `psRace()` not saving `psrace_log` in `scenario$logFile`. * Fix bug in `psRace()` using more budget than the maximum given. - + # irace 4.1 ## Major breaking changes diff --git a/R/ablation.R b/R/ablation.R index 4592cd8a..57d34ef8 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -461,7 +461,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, race_output <- elitist_race(race_state, maxExp = nrow(aconfigurations) * nrow(race_state$instances_log), minSurvival = 1L, - elite.data = elite_data, + elite_data = elite_data, configurations = race_conf, scenario = scenario, elitist_new_instances = 0L) diff --git a/R/irace.R b/R/irace.R index 6ab3b122..c1058e07 100644 --- a/R/irace.R +++ b/R/irace.R @@ -1155,7 +1155,7 @@ irace_run <- function(scenario) configurations = raceConfigurations, maxExp = currentBudget, minSurvival = minSurvival, - elite.data = elite_data, + elite_data = elite_data, elitist_new_instances = if (firstRace) 0L else race_state$elitist_new_instances) # We add indexIteration as an additional column. diff --git a/R/psRace.R b/R/psRace.R index c5adfbf7..89210719 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -222,7 +222,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli # Generate new instances. generateInstances(race_state, scenario, max_experiments / nrow(elite_configurations), update = TRUE) elite_data <- iraceResults$experiments[, as.character(elite_configurations[[".ID."]]), drop=FALSE] - race_state$next_instance <- nrow(iraceResults$experiments) + 1L + race_state$next_instance <- nrow(elite_data) + 1L irace_note("seed: ", race_state$seed, "\n# Configurations: ", nrow(elite_configurations), @@ -238,8 +238,9 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli minSurvival = 1L, configurations = elite_configurations, scenario = scenario, - elite.data = elite_data, - elitist_new_instances = 0L) + elite_data = elite_data, + elitist_new_instances = 0L, + firstTest = nrow(elite_data) / scenario$blockSize) elite_configurations <- extractElites(raceResults$configurations, nbElites = race_state$minSurvival, debugLevel = scenario$debugLevel) diff --git a/R/race.R b/R/race.R index 1f27ee7d..0e07fdf6 100644 --- a/R/race.R +++ b/R/race.R @@ -585,25 +585,26 @@ race <- function(race_state, maxExp, minSurvival = 1L, configurations, scenario) - elitist_race(race_state, maxExp = maxExp, + elitist_race(race_state = race_state, maxExp = maxExp, minSurvival = minSurvival, - elite.data = NULL, + elite_data = NULL, configurations = configurations, scenario = scenario, elitist_new_instances = 0L) elitist_race <- function(race_state, maxExp, minSurvival = 1L, - elite.data = NULL, + elite_data = NULL, configurations, scenario, - elitist_new_instances) + elitist_new_instances, + firstTest = scenario$firstTest) { blockSize <- scenario$blockSize stat.test <- scenario$testType conf.level <- scenario$confidence - firstTest <- blockSize * scenario$firstTest - each.test <- blockSize * scenario$eachTest + firstTest <- blockSize * firstTest + eachTest <- blockSize * scenario$eachTest elitist <- scenario$elitist capping <- scenario$capping n_configurations <- nrow(configurations) @@ -652,19 +653,19 @@ elitist_race <- function(race_state, maxExp, is_elite <- integer(n_configurations) ## FIXME: Probably, instead of this, we should keep elite_safe in the race_state. - if (is.null(elite.data)) { + if (is.null(elite_data)) { elite_safe <- 0L elite_instances_ID <- NULL } else { - irace_assert(race_state$next_instance - 1L == nrow(elite.data)) + irace_assert(race_state$next_instance - 1L == nrow(elite_data)) # There must be a non-NA entry for each instance. - irace_assert(all(rowAnys(!is.na(elite.data))), - eval_after = { print(elite.data)}) + irace_assert(all(rowAnys(!is.na(elite_data))), + eval_after = { print(elite_data)}) # There must be a non-NA entry for each configuration. - irace_assert(all(colAnys(!is.na(elite.data))), + irace_assert(all(colAnys(!is.na(elite_data))), eval_after = { - cat("elite.data:\n") - print(elite.data) + cat("elite_data:\n") + print(elite_data) cat("experiment_log:\n") print(race_state$experiment_log) }) @@ -672,7 +673,7 @@ elitist_race <- function(race_state, maxExp, # elite_safe: maximum instance number for which any configuration may be # considered elite. After evaluating this instance, no configuration is # elite. - elite_safe <- elitist_new_instances + nrow(elite.data) + elite_safe <- elitist_new_instances + nrow(elite_data) elite_instances_ID <- as.character(race_instances[seq_len(elite_safe)]) } @@ -687,11 +688,11 @@ elitist_race <- function(race_state, maxExp, ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) - if (! is.null(elite.data)) { - Results[rownames(elite.data), colnames(elite.data)] <- elite.data + if (! is.null(elite_data)) { + Results[rownames(elite_data), colnames(elite_data)] <- elite_data if (capping) { - tmp <- generateTimeMatrix(elite_ids = colnames(elite.data), + tmp <- generateTimeMatrix(elite_ids = colnames(elite_data), experiment_log = race_state$experiment_log) experimentsTime[rownames(tmp), colnames(tmp)] <- tmp # Preliminary execution of elite configurations to calculate @@ -699,7 +700,7 @@ elitist_race <- function(race_state, maxExp, if (elitist_new_instances > 0L) { irace_assert(elitist_new_instances %% blockSize == 0L) # FIXME: This should go into its own function. - n_elite <- ncol(elite.data) + n_elite <- ncol(elite_data) which_elites <- seq_len(n_elite) irace_note("Preliminary execution of ", n_elite, " elite configuration(s) over ", elitist_new_instances, " instance(s).\n") @@ -765,8 +766,8 @@ elitist_race <- function(race_state, maxExp, # least one configuration all(rowAnys(evaluated)) && # and the number of instances evaluated per configuration is a multiple - # of blockSize. - all(colSums2(evaluated) %% blockSize == 0L) + # of eachTest (which is scenario$blockSize * scenario$eachTest). + all(colSums2(evaluated) %% eachTest == 0L) } else all_elite_instances_evaluated <- function() TRUE @@ -836,11 +837,11 @@ elitist_race <- function(race_state, maxExp, ## budget to reach the next test. # FIXME: In post-selection racing, we want to consume all budget, so we # should discard configurations until we have 2. - if (current_task > firstTest && ( (current_task - 1L) %% each.test) == 0L - && experiments_used + length(which_exe) * each.test > maxExp + if (current_task > firstTest && ( (current_task - 1L) %% eachTest) == 0L + && experiments_used + length(which_exe) * eachTest > maxExp && all_elite_instances_evaluated()) { break_msg <- paste0("experiments for next test (", - experiments_used + length(which_exe) * each.test, + experiments_used + length(which_exe) * eachTest, ") > max experiments (", maxExp, ")") break } @@ -851,8 +852,7 @@ elitist_race <- function(race_state, maxExp, ") >= elitistLimit (", scenario$elitistLimit, ")") break } - - + if (nrow(Results) < current_task) { Results <- rbind(Results, rep_len(NA_real_, ncol(Results))) rownames(Results) <- race_instances[seq_nrow(Results)] @@ -1028,10 +1028,10 @@ elitist_race <- function(race_state, maxExp, cap.done <- TRUE } - # We assume that firstTest is a multiple of each.test. In any + # We assume that firstTest is a multiple of eachTest. In any # case, this will only do the first test after the first multiple - # of each.test that is larger than firstTest. - if (current_task >= firstTest && (current_task %% each.test) == 0L + # of eachTest that is larger than firstTest. + if (current_task >= firstTest && (current_task %% eachTest) == 0L && nbAlive > 1L) { irace_assert(sum(alive) == nbAlive) test.res <- @@ -1054,7 +1054,7 @@ elitist_race <- function(race_state, maxExp, # Handle elites when elimination is performed. The elite configurations # can be removed only when they have no more previously-executed instances. irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) - if (!is.null(elite.data) && any(is_elite > 0L)) { + if (!is.null(elite_data) && any(is_elite > 0L)) { irace_assert (length(alive) == length(is_elite)) alive <- alive | (is_elite > 0L) } @@ -1111,7 +1111,7 @@ elitist_race <- function(race_state, maxExp, # Compute number of statistical tests without eliminations. irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) if (!any(is_elite > 0L) - && current_task > firstTest && (current_task %% each.test) == 0L) { + && current_task > firstTest && (current_task %% eachTest) == 0L) { if (length(which_alive) == length(prev_alive)) { no_elimination <- no_elimination + 1L } else { @@ -1177,8 +1177,6 @@ elitist_race <- function(race_state, maxExp, if (is.null(scenario$targetEvaluator)) { # With targetEvaluator, we may have the recorded a new cost value but not # counted it as an experiment used if targetRunner was not called. - - # If this assert fails, use debug-level 3 to trigger the expensive check above. irace_assert(anyDuplicated(local_experiment_log[, c("instance", "configuration")]) == 0L, eval_after = { print(local_experiment_log) From 3d4f8f8309b8ae64916ec62503c44e1151f6a87b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 00:39:42 +0000 Subject: [PATCH 076/127] * R/main.R: Add missing space. --- R/main.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/main.R b/R/main.R index fc0f5df0..d1db60d2 100644 --- a/R/main.R +++ b/R/main.R @@ -419,7 +419,7 @@ checkTargetFiles <- function(scenario) on.exit(race_state$stop_parallel(), add = TRUE) # FIXME: Create a function try.call(err.msg,warn.msg, fun, ...) # Executing targetRunner - irace_note("# Executing targetRunner (", nrow(configurations), "times)...\n") + irace_note("# Executing targetRunner (", nrow(configurations), " times)...\n") result <- TRUE # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. withr::local_preserve_seed() From 5ee67b5dcdc9546b90c10a402314a585cf659fc1 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 00:41:38 +0000 Subject: [PATCH 077/127] * .Rbuildignore, .Rinstignore: Sort contents. --- .Rbuildignore | 9 +++++---- .Rinstignore | 4 ++-- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/.Rbuildignore b/.Rbuildignore index 366effc9..97348234 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -26,14 +26,15 @@ DEVEL-README.md ^TUNE.* ^\.git$ ^\.github$ +^\.pre-commit-config\.yaml$ ^check-reverse ^codecov\.yml$ ^cran-comments.md$ +^devel-examples ^devel-tests ^dist\.sh$ ^doc$ ^docs$ -^devel-examples ^git_version$ ^hooks/hook-evaluate ^hooks/hook-run @@ -48,10 +49,10 @@ DEVEL-README.md ^revdep$ ^scenario\.txt$ ^scripts -^src/iracebin/irace$ -^src/iracebin/irace.exe$ ^src/iracebin/ablation$ ^src/iracebin/ablation.exe$ +^src/iracebin/irace$ +^src/iracebin/irace.exe$ ^src/iracebin/irace2pyimp$ ^src/iracebin/irace2pyimp.exe$ ^svn_version$ @@ -74,5 +75,5 @@ DEVEL-README.md ^vignettes/figure ^vignettes/optbib ^web -_snaps _pkgdown\.yml$ +_snaps diff --git a/.Rinstignore b/.Rinstignore index 627fd2da..f8df1d02 100644 --- a/.Rinstignore +++ b/.Rinstignore @@ -1,4 +1,4 @@ -vignettes/section/irace-options.tex -^GenericWrapper4AC \.github +^GenericWrapper4AC _snaps +vignettes/section/irace-options.tex From 06b2b91eaa77b5b8140dc838c23961d73acdcd70 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 31 Dec 2024 23:50:20 +0000 Subject: [PATCH 078/127] * R/psRace.R: If we cannot run post-selection, just return the elite configurations. --- R/psRace.R | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/R/psRace.R b/R/psRace.R index 89210719..9052e921 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -115,6 +115,11 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli n_done <- nrow(experiments) - min(conf_needs) # Remove any configuration that needs more than max_experiments. conf_needs <- conf_needs[conf_needs <= max_experiments] + if (length(conf_needs) == 1L) { + if (!scenario$quiet) + cat("# Insufficient budget to race more than one configuration!\n") + return(names(conf_needs)) + } if (!scenario$deterministic || n_done < length(scenario$instances)) { # We want to evaluate in at least n_new instances more. n_new <- max(scenario$blockSize, scenario$eachTest) @@ -156,6 +161,14 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_needs_new <- conf_needs_new[combs[[winner]]] conf_ids <- names(conf_needs_new) report_selected(conf_ids, conf_needs_new) + irace_assert(length(conf_ids) > 1L, eval_after = { + cat("max_experiments: ", max_experiments, "\n") + cat("length(left): ", length(left), "\n") + cat("sum(is.na(left)): ", sum(is.na(left)), "\n") + cat("winner: ", winner, "\n") + cat("combs[[winner]]: ", paste0(collapse=",", combs[[winner]]), "\n") + save(iraceResults, file="bug-conf_ids.Rdata") + }) return(conf_ids) } } @@ -184,7 +197,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli } conf_ids <- get_confs_for_psrace(iraceResults, iteration_elites, max_experiments, conf_ids = conf_ids, rejected_ids = race_state$rejected_ids) - irace_assert(length(conf_ids) > 1L, eval_after = { + irace_assert(length(conf_ids) >= 1L, eval_after = { # Debug what happened if the assert failed. rejected_ids <- race_state$rejected_ids cat("blockSize:", scenario$blockSize, "\niteration_elites: ", as.character(iteration_elites), @@ -206,7 +219,12 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli conf_needs <- matrixStats::colCounts(experiments[, conf_ids, drop = FALSE], value = NA) cat("conf_needs:", paste0(collapse=", ", conf_needs), "\n") }) - + if (length(conf_ids) == 1L) { + # If we cannot run post-selection, we just return the elite configurations. + allElites <- iraceResults$allElites + return(allElites[[length(allElites)]]) + } + } else if (length(conf_ids) <= 1L) { irace_error ("The number configurations provided should be larger than 1.") } else if (length(race_state$rejected_ids) && any(conf_ids %in% race_state$rejected_ids)) { From 20acfff1cb697aada521dcaef7162811c1ecc9e8 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 00:42:48 +0000 Subject: [PATCH 079/127] * .pre-commit-config.yaml: New. --- .pre-commit-config.yaml | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 .pre-commit-config.yaml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 00000000..51231c5d --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,22 @@ +repos: + - repo: https://github.com/lorenzwalthert/precommit + rev: v0.4.3.9003 + hooks: + - id: parsable-R + - id: no-browser-statement + - id: no-debug-statement +# - id: deps-in-desc + + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v5.0.0 + hooks: +# - id: trailing-whitespace + - id: check-yaml + - id: check-merge-conflict + args: [ --assume-in-merge ] + - id: check-added-large-files + args: ['--maxkb=200'] + - id: file-contents-sorter + files: '\.Rbuildignore|\.Rinstignore$' +# - id: end-of-file-fixer +# exclude: '(\.Rd|python/doc/source/reference/.*|test-doctest-.*)' From 359b41e3f908f0962889f43bd63df59792d4b2fb Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 11:31:22 +0000 Subject: [PATCH 080/127] * R/utils.R (merge_matrix): optimize. --- R/utils.R | 41 ++++++++++++++++++++++++----------------- 1 file changed, 24 insertions(+), 17 deletions(-) diff --git a/R/utils.R b/R/utils.R index 6f0f58e4..a22b27e5 100644 --- a/R/utils.R +++ b/R/utils.R @@ -247,28 +247,35 @@ trim <- function(str) trim_trailing(trim_leading(str)) # z[i, j] <- NA for all i,j not in x nor y. merge_matrix <- function(x, y) { - new.cols <- setdiff(colnames(y), colnames(x)) - new.rows <- setdiff(rownames(y), rownames(x)) - - if (is.null(rownames(x)) || is.null(colnames(x))) + rownames_x <- rownames(x) + colnames_x <- colnames(x) + rownames_y <- rownames(y) + colnames_y <- colnames(y) + + if (is.null(rownames_x) || is.null(colnames_x)) return(y) - if (is.null(rownames(y)) || is.null(colnames(y))) + if (is.null(rownames_y) || is.null(colnames_y)) return(x) - # Add columns - x <- cbind(x, - matrix(NA, ncol = length(new.cols), nrow = nrow(x), - dimnames = list(rownames(x), new.cols))) - # Add rows - x <- rbind(x, - matrix(NA, ncol = ncol(x), nrow = length(new.rows), - dimnames = list(new.rows, colnames(x)))) - # Update - x[rownames(y), colnames(y)] <- y + row_union <- union(rownames_x, rownames_y) + col_union <- union(colnames_x, colnames_y) + + z <- matrix(NA_real_, nrow = length(row_union), ncol = length(col_union), + dimnames = list(row_union, col_union)) + + # Map row and column names to indices for efficient assignment. + row_idx_x <- chmatch(rownames_x, row_union) + col_idx_x <- chmatch(colnames_x, col_union) + row_idx_y <- chmatch(rownames_y, row_union) + col_idx_y <- chmatch(colnames_y, col_union) + + z[row_idx_x, col_idx_x] <- x + z[row_idx_y, col_idx_y] <- y + # There must be a non-NA entry for each instance. - irace_assert(all(rowAnys(!is.na(x)))) - return(x) + irace_assert(all(rowAnys(!is.na(z)))) + return(z) } # FIXME: This may not work when working interactively. For example, From ae50b2434a8049b45424a68c80daefcf351272b5 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 31 Dec 2024 17:20:10 +0000 Subject: [PATCH 081/127] Try to increase coverage. * DESCRIPTION: Import codetools. * R/race_state.R: More robust clusterExport of target_runner. * R/irace-package.R: Silence CRAN NOTE about codetools. --- .github/workflows/R-CMD-check.yaml | 3 ++- DESCRIPTION | 1 + R/irace-package.R | 8 ++++++++ R/multi_irace.R | 6 +++--- R/psRace.R | 1 + R/race_state.R | 14 +++++++++++--- man/multi_irace.Rd | 4 ++-- tests/testthat/helper-common.R | 16 +++++++++------- tests/testthat/test-capping.R | 6 ++++-- 9 files changed, 41 insertions(+), 18 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 29b23b68..8b6f9385 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -111,7 +111,7 @@ jobs: coverage: needs: R-CMD-check name: Coverage - runs-on: ubuntu-latest + runs-on: ubuntu-22.04 continue-on-error: true timeout-minutes: 30 env: @@ -122,6 +122,7 @@ jobs: - uses: r-lib/actions/setup-r@v2 with: + r-version: release use-public-rspm: true - uses: r-lib/actions/setup-tinytex@v2-branch diff --git a/DESCRIPTION b/DESCRIPTION index e2bd536e..88d78a34 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -20,6 +20,7 @@ Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), person("Nguyen", "Dang", role = "ctb", email = "nttd@st-andrews.ac.uk")) Depends: R (>= 4.0.0) Imports: + codetools, stats, utils, compiler, diff --git a/R/irace-package.R b/R/irace-package.R index 7004cd86..4726cc1f 100644 --- a/R/irace-package.R +++ b/R/irace-package.R @@ -33,3 +33,11 @@ #' @seealso #' [irace()] for examples and `vignette(package = "irace")` for the user-guide. "_PACKAGE" + + +# This silences CRAN NOTE: +# Namespace in Imports field not imported from: 'codetools' +# All declared Imports should be used. +.ignore_unused_imports <- function() { + codetools::findGlobals +} diff --git a/R/multi_irace.R b/R/multi_irace.R index 07c832d0..ce989992 100644 --- a/R/multi_irace.R +++ b/R/multi_irace.R @@ -28,11 +28,11 @@ #' #' @concept running #' @export -multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1, split_output = parallel > 1, global_seed = NULL) +multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1L, split_output = parallel > 1L, global_seed = NULL) { # Parallel execution is not available on Windows. - if (.Platform$OS.type == 'windows') { - irace_assert(parallel == 1L) + if (.Platform$OS.type == 'windows' && parallel > 1L) { + irace_error("multi_irace() does not yet support parallel > 1 on Windows") } # Allow either the same number of scenarios and parameters, or a single scenario or parameter space definition. diff --git a/R/psRace.R b/R/psRace.R index 9052e921..0493b58a 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -258,6 +258,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli scenario = scenario, elite_data = elite_data, elitist_new_instances = 0L, + # FIXME: This should be nrow(elite_data) + 1L if we have budget to evaluate on new instances. firstTest = nrow(elite_data) / scenario$blockSize) elite_configurations <- extractElites(raceResults$configurations, diff --git a/R/race_state.R b/R/race_state.R index 9fe8d46b..ab6d08cd 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -188,16 +188,24 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, # on Windows. We need to use the future package for that: # https://stackoverflow.com/questions/56501937/how-to-print-from-clusterapply self$cluster <- parallel::makeCluster(parallel) - if (scenario$debugLevel >= 1L) irace_note("makeCluster initialized for ", parallel, " jobs.") + if (scenario$debugLevel >= 1L) + irace_note("makeCluster initialized for ", parallel, " jobs.\n") # We export the global environment because the user may have defined # stuff there. There must be a better way to do this, but I cannot # figure it out. R sucks sometimes. parallel::clusterExport(self$cluster, ls(envir=.GlobalEnv)) # In Windows, this needs to be exported, or we get: ## Error in checkForRemoteErrors(val) : - ## 2 nodes produced errors; first error: could not find function "target.runner" + ## 2 nodes produced errors; first error: could not find function "target_runner" parallel::clusterExport(self$cluster, list("target_runner"), envir=self) - # parallel::clusterExport(self$cluster, ls(environment(startParallel)), envir=environment(startParallel)) + if (is.function(scenario$targetRunner) + && !identical(environment(scenario$targetRunner), globalenv())) { + env_target_runner <- environment(scenario$targetRunner) + funglobs <- codetools::findGlobals(self$target_runner, merge=TRUE) + common <- intersect(funglobs, ls(envir=env_target_runner)) + if (length(common)) + parallel::clusterExport(self$cluster, common, envir=env_target_runner) + } } } invisible(self) diff --git a/man/multi_irace.Rd b/man/multi_irace.Rd index 6775de86..a90be9f2 100644 --- a/man/multi_irace.Rd +++ b/man/multi_irace.Rd @@ -8,8 +8,8 @@ multi_irace( scenarios, parameters, n = 1L, - parallel = 1, - split_output = parallel > 1, + parallel = 1L, + split_output = parallel > 1L, global_seed = NULL ) } diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index c8e4175d..64aa6708 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -9,6 +9,7 @@ generate_set_seed <- function() test_irace_detectCores <- function() { if (!identical(Sys.getenv("NOT_CRAN"), "true")) return(1L) + # FIXME: covr fails in github actions otherwise. if (identical(Sys.getenv("COVR_COVERAGE"), "true")) return(1L) x <- Sys.getenv("_R_CHECK_LIMIT_CORES_", "") if (nzchar(x) && x == "TRUE") return(2L) @@ -125,10 +126,11 @@ target_runner_capping_xy <- function(experiment, scenario) himmelblau = f_himmelblau(x, y)) # Simulate execution bound - list(cost = value, time=min(value + 0.1, bound), call = toString(experiment)) + list(cost = value, time=min(value + 0.1, bound)) } -irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy)) +irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy), + parallel = test_irace_detectCores()) { # Silence Error in `save(iraceResults, file = logfile, version = 3L)`: (converted from warning) 'package:irace' may not be available when loading # See https://github.com/r-lib/testthat/issues/2044 @@ -150,7 +152,7 @@ irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy) boundMax = 80, testType = "t-test", logFile = logFile, - parallel = if (system_os_is_windows()) 1L else test_irace_detectCores(), + parallel = parallel, parameters = parameters) scenario <- modifyList(scenario, args) scenario <- checkScenario (scenario) @@ -167,13 +169,13 @@ irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy) wrap_target_runner_error <- function(target_runner, limit) { counter <- force(limit) - targetRunner <- force(target_runner) + target_runner <- force(target_runner) fun <- function(experiment, scenario) { counter <<- counter - 1L if (counter <= 0L) return(list(cost=NA)) - targetRunner(experiment, scenario) + target_runner(experiment, scenario) } parent.env(environment(fun)) <- globalenv() fun @@ -182,11 +184,11 @@ wrap_target_runner_error <- function(target_runner, limit) wrap_target_runner_counter <- function(target_runner) { counter <- 0L - targetRunner <- force(target_runner) + target_runner <- force(target_runner) fun <- function(experiment, scenario) { counter <<- counter + 1L - targetRunner(experiment, scenario) + target_runner(experiment, scenario) } parent.env(environment(fun)) <- globalenv() fun diff --git a/tests/testthat/test-capping.R b/tests/testthat/test-capping.R index 3f2fd3b0..3a4f8a2b 100644 --- a/tests/testthat/test-capping.R +++ b/tests/testthat/test-capping.R @@ -5,7 +5,7 @@ withr::with_output_sink("test-capping.Rout", { target_runner_reject <- function(experiment, scenario) { if (experiment$configuration[["reject"]] == "1" && runif(1) <= 0.01) - list(cost = -Inf, time = experiment$bound, call = toString(experiment)) + return(list(cost = -Inf, time = experiment$bound)) target_runner_capping_xy(experiment, scenario) } @@ -25,7 +25,9 @@ test_that("irace_capping_xy targetRunner = target_runner_reject, maxTime = 1000" skip_on_cran() skip_on_coverage() # This test sometimes fails randomly generate_set_seed() - irace_capping_xy(targetRunner = target_runner_reject, maxTime = 1000, boundMax = 5, debugLevel = 3) + irace_capping_xy(targetRunner = target_runner_reject, maxTime = 1000, boundMax = 5, debugLevel = 3, + # FIXME: target_runner_reject does not work in parallel on Windows. + parallel = if (system_os_is_windows()) 1L else test_irace_detectCores()) }) test_that("capping default value", { From 73e326c47fa0653aef901bbe9b4e07a83d43ef04 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 12:03:02 +0000 Subject: [PATCH 082/127] * R/irace.R (extractElites): Use setorderv. --- R/irace.R | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/R/irace.R b/R/irace.R index c1058e07..c1123452 100644 --- a/R/irace.R +++ b/R/irace.R @@ -428,8 +428,7 @@ extractElites <- function(configurations, nbElites, debugLevel) irace_note("Dropped ", before - after, " duplicated elites.\n") after <- min(after, nbElites) - .RANK. <- NULL - setorder(elites, .RANK.) + setorderv(elites, cols=".RANK.") selected <- seq_len(after) elites <- elites[selected, ] set(elites, j = ".WEIGHT.", value = ((after + 1L) - selected) / (after * (after + 1L) / 2)) From 408c7b11fa3eac34d1255524ac9cb1c4225e93c4 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 12:56:47 +0000 Subject: [PATCH 083/127] * cleanup: Do not delete devel-examples/vignette-example/acotsp/. --- cleanup | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/cleanup b/cleanup index 021bfd93..4998d921 100755 --- a/cleanup +++ b/cleanup @@ -13,10 +13,6 @@ rm -f irace.Rdata irace-Ex.R config.* confdefs.h \ devel-examples/vignette-example/sann.rda rm -fr tests/testthat/run_* tests/testthat/multi_irace* \ - autom4te.cache devel-examples/vignette-example/acotsp/ + autom4te.cache find . -name '*.orig' -o -name '.Rhistory' -o -name '*.rej' | xargs rm -f - - - - From 94c9d2874ccc829a7cdf9a79dc237e9afc1177fe Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 12:56:17 +0000 Subject: [PATCH 084/127] .pre-commit-config.yaml: Enable more hooks. --- .pre-commit-config.yaml | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 51231c5d..1c2d7b7b 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -5,18 +5,17 @@ repos: - id: parsable-R - id: no-browser-statement - id: no-debug-statement -# - id: deps-in-desc - + - id: deps-in-desc - repo: https://github.com/pre-commit/pre-commit-hooks rev: v5.0.0 hooks: -# - id: trailing-whitespace + - id: trailing-whitespace - id: check-yaml - id: check-merge-conflict args: [ --assume-in-merge ] - id: check-added-large-files args: ['--maxkb=200'] - id: file-contents-sorter - files: '\.Rbuildignore|\.Rinstignore$' -# - id: end-of-file-fixer -# exclude: '(\.Rd|python/doc/source/reference/.*|test-doctest-.*)' + files: '^(\.Rbuildignore|\.Rinstignore)$' + - id: end-of-file-fixer + exclude: '(\.Rd|python/doc/source/reference/.*|test-doctest-.*)' From 62a62bcd5cdf5d507482e40f61d4971772b367a6 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 20:53:54 +0000 Subject: [PATCH 085/127] * R/main.R: Remove extra # in note. --- R/main.R | 80 ++++++++++++++++++++++++++++---------------------------- 1 file changed, 40 insertions(+), 40 deletions(-) diff --git a/R/main.R b/R/main.R index d1db60d2..64231fcf 100644 --- a/R/main.R +++ b/R/main.R @@ -3,7 +3,7 @@ # ------------------------------------------------------------------------- # # Copyright (C) 2010-2020 -# Manuel López-Ibáñez +# Manuel López-Ibáñez # Jérémie Dubois-Lacoste # Leslie Perez Caceres # @@ -12,12 +12,12 @@ # it and/or modify it under the terms of the GNU General Public License # as published by the Free Software Foundation; either version 2 of the # License, or (at your option) any later version. -# +# # This program is distributed in the hope that it will be useful, but # WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU # General Public License for more details. -# +# # You should have received a copy of the GNU General Public License # along with this program; if not, you can obtain a copy of the GNU # General Public License at: @@ -31,7 +31,7 @@ #' irace_license #' #' A character string containing the license information of \pkg{irace}. -#' +#' #' @export ## __VERSION__ below will be replaced by the version defined in R/version.R ## This avoids constant conflicts within this file. @@ -41,7 +41,7 @@ irace_license <- # Version: __VERSION__ # Copyright (C) 2010-2020 # Manuel Lopez-Ibanez -# Jeremie Dubois-Lacoste +# Jeremie Dubois-Lacoste # Leslie Perez Caceres # # This is free software, and you are welcome to redistribute it under certain @@ -61,7 +61,7 @@ cat_irace_license <- function() #' Higher-level interface to launch irace. #' #' @inheritParams defaultScenario -#' +#' #' @param output.width `integer(1)`\cr The width used for the screen #' output. #' @@ -91,12 +91,12 @@ irace_main <- function(scenario, output.width = 9999L) #' #' `testing_fromlog` executes the testing of the target algorithm configurations #' found by an \pkg{irace} execution. -#' +#' #' @param logFile `character(1)`\cr Path to the logfile (typically `irace.Rdata`) produced by \pkg{irace}. #' #' @param testNbElites Number of (final) elite configurations to test. Overrides #' the value found in `logFile`. -#' +#' #' @param testIterationElites `logical(1)`\cr If `FALSE`, only the final #' `testNbElites` configurations are tested; otherwise, also test the best #' configurations of each iteration. Overrides the value found in `logFile`. @@ -108,7 +108,7 @@ irace_main <- function(scenario, output.width = 9999L) #' @param testInstances Character vector of the instances to be used in the `targetRunner` when executing the testing. #' #' @return `logical(1)`\cr `TRUE` if the testing ended successfully otherwise, `FALSE`. -#' +#' #' @details The function `testing_fromlog` loads the `logFile` and obtains the #' testing setup and configurations to be tested. Within the `logFile`, the #' variable `scenario$testNbElites` specifies how many final elite @@ -119,7 +119,7 @@ irace_main <- function(scenario, output.width = 9999L) #' #' @seealso [defaultScenario()] to provide a default scenario for \pkg{irace}. #' [testing_fromfile()] provides a different interface for testing. -#' +#' #' @author Manuel López-Ibáñez and Leslie Pérez Cáceres #' @concept running #' @export @@ -133,7 +133,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, iraceResults <- read_logfile(logFile) scenario <- iraceResults[["scenario"]] instances_changed <- FALSE - + if (!missing(testNbElites)) scenario[["testNbElites"]] <- testNbElites if (!missing(testIterationElites)) @@ -141,7 +141,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, if (!missing(testInstances)) scenario[["testInstances"]] <- testInstances - + if (!missing(testInstancesDir)) { scenario$testInstancesDir <- testInstancesDir instances_changed <- TRUE @@ -150,8 +150,8 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, scenario$testInstancesFile <- testInstancesFile instances_changed <- TRUE } - - cat("\n\n# Testing of elite configurations:", scenario$testNbElites, + + cat("\n\n# Testing of elite configurations:", scenario$testNbElites, "\n# Testing iteration configurations:", scenario$testIterationElites,"\n") if (scenario$testNbElites <= 0) return (FALSE) @@ -164,7 +164,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, return(FALSE) } } - + # Get configurations that will be tested if (scenario$testIterationElites) testing_id <- sapply(iraceResults$allElites, @@ -186,7 +186,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, #' Executes the testing of an explicit list of configurations given in #' `filename` (same format as in [readConfigurationsFile()]). A `logFile` is #' created unless disabled in `scenario`. This may overwrite an existing one! -#' +#' #' @param filename `character(1)`\cr Path to a file containing configurations: one configuration #' per line, one parameter per column, parameter names in header. #' @@ -195,7 +195,7 @@ testing_fromlog <- function(logFile, testNbElites, testIterationElites, #' @return iraceResults #' #' @seealso [testing_fromlog()] provides a different interface for testing. -#' +#' #' @author Manuel López-Ibáñez #' @concept running #' @export @@ -218,7 +218,7 @@ testing_fromfile <- function(filename, scenario) iraceResults <- list(scenario = scenario, irace_version = irace_version, allConfigurations = configurations) - + irace_note ("Testing configurations (in the order given as input): \n") testing_common(configurations, scenario, iraceResults) } @@ -240,13 +240,13 @@ testing_common <- function(configurations, scenario, iraceResults) #' #' Test that the given irace scenario can be run by checking the scenario #' settings provided and trying to run the target-algorithm. -#' +#' #' @inheritParams defaultScenario -#' +#' #' @return returns `TRUE` if successful and gives an error and returns `FALSE` #' otherwise. -#' -#' @details If the `parameters` argument is missing, then the parameters +#' +#' @details If the `parameters` argument is missing, then the parameters #' will be read from the file `parameterFile` given by `scenario`. If #' `parameters` is provided, then `parameterFile` will not be read. This function will #' try to execute the target-algorithm. @@ -266,7 +266,7 @@ checkIraceScenario <- function(scenario) scenario$debugLevel <- 2L scenario <- checkScenario(scenario) if (!scenario$quiet) printScenario(scenario) - + irace_note("Checking target runner.\n") if (checkTargetFiles(scenario = scenario)) { irace_note("Check successful.\n") @@ -276,7 +276,7 @@ checkIraceScenario <- function(scenario) return(FALSE) } -init <- function() +init <- function() { irace_note("Initializing working directory...\n") libPath <- system.file(package = "irace") @@ -298,13 +298,13 @@ init <- function() #' #' Calls [irace_main()] using command-line options, maybe parsed from the #' command line used to invoke R. -#' -#' @param argv `character()`\cr The arguments -#' provided on the R command line as a character vector, e.g., +#' +#' @param argv `character()`\cr The arguments +#' provided on the R command line as a character vector, e.g., #' `c("--scenario", "scenario.txt", "-p", "parameters.txt")`. -#' Using the default value (not providing the parameter) is the +#' Using the default value (not providing the parameter) is the #' easiest way to call [irace_cmdline()]. -#' +#' #' @details The function reads the parameters given on the command line #' used to invoke R, finds the name of the scenario file, #' initializes the scenario from the file (with the function @@ -319,7 +319,7 @@ init <- function() #' #' @templateVar return_invisible TRUE #' @template return_irace -#' +#' #' @seealso #' [irace_main()] to start \pkg{irace} with a given scenario. #' @examples @@ -330,7 +330,7 @@ init <- function() irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) { parser <- CommandArgsParser$new(argv = argv, argsdef = .irace.params.def) - quiet <- !is.null(parser$readArg (short = "-q", long = "--quiet")) + quiet <- !is.null(parser$readArg (short = "-q", long = "--quiet")) if (quiet) { op <- options(.irace.quiet = TRUE) on.exit(options(op)) @@ -347,12 +347,12 @@ irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) print(utils::citation(package="irace")) return(invisible(NULL)) } - + if (!is.null(parser$readArg(short = "-i", long = "--init"))) { init() return(invisible(NULL)) } - + # Read the scenario file and the command line scenarioFile <- parser$readCmdLineParameter ("scenarioFile", default = "") scenario <- readScenario(scenarioFile) @@ -361,7 +361,7 @@ irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) parser$readCmdLineParameter(paramName = param, default = scenario[[param]]) } if (quiet) scenario$quiet <- TRUE - + # Check scenario if (!is.null(parser$readArg (short = "-c", long = "--check"))) { checkIraceScenario(scenario) @@ -376,7 +376,7 @@ irace_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) if (length(parser$argv)) irace_error ("Unknown command-line options: ", paste(parser$argv, collapse = " ")) - + irace_common(scenario = scenario, simple=FALSE) } @@ -396,7 +396,7 @@ checkTargetFiles <- function(scenario) repair = scenario$repairConfiguration) set(configurations, j = ".ID.", value = seq_nrow(configurations)) setcolorder(configurations, ".ID.", before = 1L) - + # Read initial configurations provided by the user. initConfigurations <- allConfigurationsInit(scenario) setDT(initConfigurations) @@ -419,7 +419,7 @@ checkTargetFiles <- function(scenario) on.exit(race_state$stop_parallel(), add = TRUE) # FIXME: Create a function try.call(err.msg,warn.msg, fun, ...) # Executing targetRunner - irace_note("# Executing targetRunner (", nrow(configurations), " times)...\n") + irace_note("Executing targetRunner (", nrow(configurations), " times)...\n") result <- TRUE # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. withr::local_preserve_seed() @@ -441,12 +441,12 @@ checkTargetFiles <- function(scenario) cat("# targetRunner returned:\n") print(output, digits = 15L) } - + irace_assert(is.null(scenario$targetEvaluator) == is.null(race_state$target_evaluator)) if (!result) return(FALSE) - + if (!is.null(scenario$targetEvaluator)) { - irace_note("# Executing targetEvaluator...\n") + irace_note("Executing targetEvaluator...\n") output <- withCallingHandlers( tryCatch(execute_evaluator(race_state$target_evaluator, experiments, scenario, output), error = function(e) { From 591653835a3475cc337acd1ffb6b8b85e369c628 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 21:07:41 +0000 Subject: [PATCH 086/127] * R/race.R: Handle the case when all elites are rejected before starting the race and sum(alive) <= minSurvival. * R/utils.R (colAnyNotNAs,rowAnyNotNAs): New. Use them everywhere. --- R/race.R | 240 +++++++++++++++++++++++++++++++----------------------- R/utils.R | 54 ++++++------ 2 files changed, 169 insertions(+), 125 deletions(-) diff --git a/R/race.R b/R/race.R index 0e07fdf6..fde255f1 100644 --- a/R/race.R +++ b/R/race.R @@ -1,7 +1,7 @@ # ---------------------------------------- -*- mode: r; mode: font-lock -*- # # race.R Racing methods for the selection of the best # # ------------------------------------------------------------------------- # - + # ========================================================================= # # Racing methods for the selection of the best # # ------------------------------------------------------------------------- # @@ -39,7 +39,7 @@ createExperimentList <- function(configurations, parameters, configurations <- as.list(configurations[, pnames, drop=FALSE]) # FIXME: How to do this faster? # - maybe purrr::transpose() ? - # - mlr3misc::transpose_list() uses .mapply(list, configurations, list(), which is slower. + # - mlr3misc::transpose_list() uses .mapply(list, configurations, list(), which is slower. configurations <- lapply(seq_len(n_configurations), function(i) lapply(configurations, `[`, i)) dots <- list(id_configuration = configurations_id, configuration = configurations) if (!is.null(bounds)) { @@ -89,7 +89,7 @@ race_wrapper_helper <- function(race_state, configurations, instance_idx, bounds # Execute experiments for which is_exe is TRUE: if (any(is_exe)) target_output[is_exe] <- execute_experiments(race_state, experiments[is_exe], scenario) - + # If targetEvaluator is NULL, then target_output must contain the right # output already. Otherwise, targetEvaluator considers all experiments. if (!is.null(scenario$targetEvaluator)) { @@ -172,7 +172,7 @@ aux_friedman <- function(results, alive, which_alive, conf.level) # If more then 2 configurations are left, use Friedman return(aux2.friedman(results, which_alive, alive, conf.level = conf.level)) } - + ranks <- NULL dropped.any <- TRUE PVAL <- 0 @@ -201,7 +201,7 @@ aux_friedman <- function(results, alive, which_alive, conf.level) } if (dropped.any) alive[which_alive[ranks[2L]]] <- FALSE - + list(ranks = ranks, alive = alive, dropped.any = dropped.any, p.value = PVAL) } @@ -247,7 +247,7 @@ aux.ttest <- function(results, alive, which_alive, conf.level, { adjust <- match.arg(adjust) irace_assert(sum(alive) == length(which_alive)) - + results <- results[, which_alive] means <- colMeans2(results) # FIXME: break ties using median or ranks? @@ -301,9 +301,9 @@ table_sprint <- function(text, widths) { .capping_colum_names <- c(" ", "Instance", "Bound", "Alive", "Best", "Mean best", "Exp so far", "W time", "rho", "KenW", "Qvar") capping_hline <- table_hline(.capping_table_fields_width) -capping_header <- table_sprint(.capping_colum_names, .capping_table_fields_width) +capping_header <- table_sprint(.capping_colum_names, .capping_table_fields_width) nocap_hline <- table_hline(.nocap_table_fields_width) -nocap_header <- table_sprint(.nocap_colum_names, .nocap_table_fields_width) +nocap_header <- table_sprint(.nocap_colum_names, .nocap_table_fields_width) race_common_header <- "# Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -344,7 +344,7 @@ race_print_task <- function(res.symb, Results, } cat(sprintf(paste0("%11d|%11d|", .irace.format.perf, "|%11d|%s"), sum(alive), id_best, mean_best, experiments_used, time_str)) - + if (current_task > 1L && sum(alive) > 1L) { res <- Results[seq_len(current_task), alive, drop = FALSE] conc <- concordance(res) @@ -372,7 +372,7 @@ race_print_footer <- function(bestconf, mean_best, break_msg, debug_level, cappi cat("\n") } -## This function calculates an execution bound +## This function calculates an execution bound ## data: matrix columns as configurations and rows instances ## type: ## median: bound based on the configuration's mean median @@ -382,7 +382,7 @@ race_print_footer <- function(bestconf, mean_best, break_msg, debug_level, cappi executionBound <- function(data, type = "median") { irace_assert (ncol(data) >= 1L) - + if (ncol(data) == 1L) { return (mean(data[,1L], na.rm = TRUE)) } @@ -407,7 +407,7 @@ executionBound <- function(data, type = "median") ## mean: bound based on the mean time ## worst: bound based on the worst time ## best: bound based on the best time -instanceBound <- function(data, type="median") +instanceBound <- function(data, type="median") { irace_assert (all(!is.na(data))) switch (type, @@ -419,18 +419,18 @@ instanceBound <- function(data, type="median") } ## This function returns survivors obtained after applying the dominance elimination -## criterion. +## criterion. ## results: matrix of experiments results (all configurations) ## elites: index of elite configurations ## alive: bolean array of alive configurations -## eps: constant added to the bound to account for the measuring precision +## eps: constant added to the bound to account for the measuring precision dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) { irace_assert(sum(alive) >= minSurvival) which_alive <- which(alive) cmeans <- colMeans2(results[, alive, drop = FALSE]) irace_assert(!all(is.na(cmeans))) # Only NA values when calculating mean for dominance. - + # When there are no protected elites left, select the best configurations to # calculate the bounds. This is quite aggressive and another alternative # would be to disable dom_elim when elites == 0. @@ -441,7 +441,7 @@ dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) else elites <- which_alive[order(cmeans, na.last = TRUE, decreasing = FALSE)[seq_len(minSurvival)]] } - + bound <- executionBound(results[, elites, drop = FALSE], type = scenario$cappingType) alive[which_alive] <- ((bound + eps) >= cmeans) return(alive) @@ -459,10 +459,10 @@ applyPAR <- function(results, boundMax, boundPar) ## This function calculates the execution time allowed for the executions ## of configurations based on previous execution times. -## It returns a list with two elements: -## * elite_bound : value (mean execution time or per instance execution time) +## It returns a list with two elements: +## * elite_bound : value (mean execution time or per instance execution time) ## used to calculate the maximum execution time (final_bounds) for each configuration. -## * final_bounds[i] : maximum execution time for candidate i on the current instance. +## * final_bounds[i] : maximum execution time for candidate i on the current instance. final_execution_bound <- function(experimentsTime, elites, current_task, which_alive, which_exe, scenario) { @@ -472,7 +472,7 @@ final_execution_bound <- function(experimentsTime, elites, current_task, # Elite candidates can have NA values due to the rejection. if (length(elites)) elites <- elites[!is.na(experimentsTime[current_task,elites])] - + # Only apply bounds when there is previous data if (length(elites) == 0L || length(which_exe) == 0L) { # FIXME: should we use an adjusted boundMax ? @@ -480,9 +480,9 @@ final_execution_bound <- function(experimentsTime, elites, current_task, } minMeasurableTime <- scenario$minMeasurableTime - # The elite membership is updated before calling this function to know + # The elite membership is updated before calling this function to know # the configurations used for calculating the bounds we need to do this. - # Note that some of these configurations could be not elite anymore for the + # Note that some of these configurations could be not elite anymore for the # elimination phase, given that all their evaluations have been used. if (scenario$boundType == "instance") { elite_bound <- instanceBound(experimentsTime[current_task, elites], @@ -498,16 +498,16 @@ final_execution_bound <- function(experimentsTime, elites, current_task, # There are cases in which a small negative budget is used. For example: # assuming candidates 1 and 2 are elite: # maxBound <- 80 - # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), + # executionTime <- matrix(c(0.010,0.0170,0.010, 24,28,27, 0.010,0.017,NA), # byrow=TRUE, ncol=3, nrow=3, dimnames=list(c(1,2,3),c(1,2,3))) # current_task <- 3; boundDigits = 0 - # elite_bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") + # elite_bound <- irace:::executionBound(executionTime[1:current_task,1:2], "median") # total_time <- elite_bound * current_task + 0.01 # final_bounds_exe <- total_time - colSums2(executionTime[1:current_task,3,drop=FALSE], na.rm=TRUE) # # We set the execution time to the elite_bound, this should be enough # to eliminate a bad candidate for the next task. - final_bounds_exe[final_bounds_exe <= 0] <- elite_bound + final_bounds_exe[final_bounds_exe <= 0] <- elite_bound # We round up the bounds up to the specified number of digits. This may # be necessary if the target-algorithm does not support higher precision. final_bounds_exe <- ceiling_digits(final_bounds_exe, scenario$boundDigits) @@ -527,7 +527,7 @@ get_ranks <- function(x, test) overall_ranks <- function(x, test) { if (ncol(x) == 1L) return(1L) - + ninstances <- colSums2(!is.na(x)) uniq.ninstances <- sort(unique(ninstances), decreasing = TRUE) last.r <- 0L @@ -554,7 +554,7 @@ overall_ranks <- function(x, test) # Remove one elite count from every configuration not executed. update_is_elite <- function(is_elite, which_exe) { - which_notexecuted <- setdiff(which(is_elite > 0L), which_exe) + which_notexecuted <- setdiff(which(is_elite > 0L), which_exe) is_elite[which_notexecuted] <- is_elite[which_notexecuted] - 1L irace_assert (all(is_elite >= 0L)) is_elite @@ -564,7 +564,7 @@ update_elite_safe <- function(Results, is_elite) { elites <- is_elite > 0L if (!any(elites)) return(0L) # All elites rejected. - max(which(rowAnys(!is.na(Results[, elites, drop=FALSE])))) + max(which(rowAnyNotNAs(Results, cols = elites))) } generateTimeMatrix <- function(elite_ids, experiment_log) @@ -610,10 +610,10 @@ elitist_race <- function(race_state, maxExp, n_configurations <- nrow(configurations) alive <- rep_len(TRUE, n_configurations) is_rejected <- logical(n_configurations) - + ## FIXME: Remove argument checking. This must have been done by the caller. irace_assert(maxExp > 0L) - + if (n_configurations <= minSurvival) { irace_error("Not enough configurations (", n_configurations, ") for a race (minSurvival=", minSurvival, ")") @@ -630,27 +630,36 @@ elitist_race <- function(race_state, maxExp, } else { print_header <- if (capping) race_print_header_cap else race_print_header_nocap print_task <- race_print_task - print_footer <- race_print_footer + print_footer <- race_print_footer } - + # Create the instance list according to the algorithm selected. if (elitist) { race_instances <- elitist_init_instances(race_state, deterministic = scenario$deterministic, sampleInstances = scenario$sampleInstances, elitist_new_instances = elitist_new_instances, block_size = blockSize) # It may be reduced further by elitist_init_instances() elitist_new_instances <- min(elitist_new_instances, race_state$elitist_new_instances) - } else + all_elite_instances_evaluated <- function() { + if (race_state$next_instance == 1L) return(TRUE) + evaluated <- !is.na(Results[, alive, drop=FALSE]) + # All instances that have been previously seen have been evaluated by at + # least one configuration + all(rowAnys(evaluated)) && + # and the number of instances evaluated per configuration is a multiple + # of eachTest (which is scenario$blockSize * scenario$eachTest). + all(colSums2(evaluated) %% eachTest == 0L) + } + } else { race_instances <- no_elitist_init_instances(race_state, deterministic = scenario$deterministic) - + all_elite_instances_evaluated <- function() TRUE + } + irace_assert(!anyDuplicated(race_instances)) irace_assert(identical(sort(race_instances), seq_along(race_instances))) no.tasks <- length(race_instances) # Initialize some variables... experiments_used <- 0L - # is_elite[i] : number of instances to be seen in this race on which i has - # been previously evaluated. - is_elite <- integer(n_configurations) ## FIXME: Probably, instead of this, we should keep elite_safe in the race_state. if (is.null(elite_data)) { @@ -659,17 +668,17 @@ elitist_race <- function(race_state, maxExp, } else { irace_assert(race_state$next_instance - 1L == nrow(elite_data)) # There must be a non-NA entry for each instance. - irace_assert(all(rowAnys(!is.na(elite_data))), + irace_assert(all(rowAnyNotNAs(elite_data)), eval_after = { print(elite_data)}) # There must be a non-NA entry for each configuration. - irace_assert(all(colAnys(!is.na(elite_data))), + irace_assert(all(colAnyNotNAs(elite_data)), eval_after = { cat("elite_data:\n") print(elite_data) cat("experiment_log:\n") print(race_state$experiment_log) }) - + # elite_safe: maximum instance number for which any configuration may be # considered elite. After evaluating this instance, no configuration is # elite. @@ -685,14 +694,20 @@ elitist_race <- function(race_state, maxExp, if (capping) experimentsTime <- matrix(NA_real_, nrow = elite_safe, - ncol = n_configurations, + ncol = n_configurations, dimnames = list(elite_instances_ID, configurations_ID)) - if (! is.null(elite_data)) { + if (is.null(elite_data)) { + # is_elite[i] : number of instances to be seen in this race on which i has + # been previously evaluated. + is_elite <- integer(n_configurations) + } else { Results[rownames(elite_data), colnames(elite_data)] <- elite_data - + irace_assert(all(colnames(elite_data) %chin% configurations_ID)) if (capping) { - tmp <- generateTimeMatrix(elite_ids = colnames(elite_data), + # Temporarily use only 0 or 1, we will calculate the real value below. + is_elite <- as.integer(configurations_ID %chin% colnames(elite_data)) + tmp <- generateTimeMatrix(elite_ids = colnames(elite_data), experiment_log = race_state$experiment_log) experimentsTime[rownames(tmp), colnames(tmp)] <- tmp # Preliminary execution of elite configurations to calculate @@ -701,12 +716,14 @@ elitist_race <- function(race_state, maxExp, irace_assert(elitist_new_instances %% blockSize == 0L) # FIXME: This should go into its own function. n_elite <- ncol(elite_data) - which_elites <- seq_len(n_elite) + which_elites <- which(is_elite > 0L, useNames=FALSE) + irace_assert(identical(which_elites, seq_len(n_elite))) irace_note("Preliminary execution of ", n_elite, " elite configuration(s) over ", elitist_new_instances, " instance(s).\n") + # FIXME: Launch all seq_len(elitist_new_instances) experiments in parallel. for (k in seq_len(elitist_new_instances)) { output <- race_wrapper (race_state, - configurations = configurations[which_elites, , drop = FALSE], + configurations = configurations[which_elites, , drop = FALSE], instance_idx = race_instances[k], bounds = rep(scenario$boundMax, n_elite), # which_exe values are within 1:nbConfigurations, whereas experiments @@ -715,21 +732,30 @@ elitist_race <- function(race_state, maxExp, is_exe = rep_len(TRUE, n_elite), scenario = scenario) # Extract results: irace_assert(length(output[["cost"]]) == n_elite) - Results[k, seq_len(n_elite)] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) + Results[k, which_elites] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) irace_assert(!anyNA(output[["time"]])) experimentsTime[k, which_elites] <- output[["time"]] # capping is enabled irace_assert(all.equal(configurations[[".ID."]][which_elites], output[["configuration"]])) irace_assert(all.equal(output[["bound"]], rep(scenario$boundMax, n_elite))) irace_assert(all.equal(unique(output[["instance"]]), race_instances[k])) experiments_used <- experiments_used + n_elite - + # We remove elite configurations that are rejected given that # is not possible to calculate the bounds. - rejected <- is.infinite(Results[k, which_elites]) + rejected <- is.infinite(output[["cost"]]) + irace_assert(all.equal(as.vector(is.infinite(Results[k, which_elites])), rejected), eval_after={ + cat("rejected:\n") + print(output[["cost"]]) + print(rejected) + cat("Results:\n") + print(Results[k, which_elites]) + print(is.infinite(Results[k, which_elites])) + }) is_rejected[which_elites] <- rejected + is_elite[rejected] <- 0L which_elites <- which_elites[!rejected] n_elite <- length(which_elites) - + # If all elite are eliminated we stop execution of initial instances. if (n_elite == 0L) { irace_note ("All elite configurations are rejected. Execution of non-elites will be not bounded.\n") @@ -738,8 +764,7 @@ elitist_race <- function(race_state, maxExp, } if (any(is_rejected)) { irace_note ("Immediately rejected configurations: ", - paste0(configurations[[".ID."]][is_rejected], - collapse = ", ") , "\n") + paste0(configurations[[".ID."]][is_rejected], collapse = ", ") , "\n") alive[is_rejected] <- FALSE # Calculate the maximum instance that has any non-NA value. # FIXME: Use update_elite_safe() @@ -747,32 +772,24 @@ elitist_race <- function(race_state, maxExp, elite_safe <- max(which(rowAnys(!is.na(Results[, which_elites, drop=FALSE])))) else elite_safe <- 0L + irace_assert(identical(update_elite_safe(Results, is_elite), elite_safe)) + # FIXME: If sum(alive) <= minSurvival, we stop later but we will have + # elites that have not been evaluated in any instance, which is + # bad. Ideally we would sample new configurations here but that is + # too hard to do in iterated-racing. } } - } + } # end if(capping) # Compute the elite membership. is_elite <- colSums2(!is.na(Results)) # Remove rejected configurations. is_elite[is_rejected] <- 0L } - no_elimination <- 0L # number of tasks without elimination. - print_header() - if (elitist) - all_elite_instances_evaluated <- function() { - if (race_state$next_instance == 1L) return(TRUE) - evaluated <- !is.na(Results[, alive, drop=FALSE]) - # All instances that have been previously seen have been evaluated by at - # least one configuration - all(rowAnys(evaluated)) && - # and the number of instances evaluated per configuration is a multiple - # of eachTest (which is scenario$blockSize * scenario$eachTest). - all(colSums2(evaluated) %% eachTest == 0L) - } - else - all_elite_instances_evaluated <- function() TRUE - # Start main loop + no_elimination <- 0L # number of tasks without elimination. + print_header() + # Start main loop. break_msg <- NULL best <- NA_integer_ for (current_task in seq_len(no.tasks)) { @@ -789,7 +806,7 @@ elitist_race <- function(race_state, maxExp, if (length(which_exe) == 0L) { is_elite <- update_is_elite(is_elite, which_exe) # LESLIE: This is the case in which there are only elite configurations alive - # and we are still in the previous instances execution, but we can still + # and we are still in the previous instances execution, but we can still # continue with the race. (This is only possible because the early termination # criterion is disabled) ## MANUEL: So what is the reason to not immediately terminate here? Is @@ -799,7 +816,7 @@ elitist_race <- function(race_state, maxExp, if (sum(alive) == 1L) { best <- which_alive } else { - tmpResults <- Results[1, which_alive, drop = FALSE] + tmpResults <- Results[1L, which_alive, drop = FALSE] irace_assert(!any(is.na(tmpResults))) # which.min returns only the first minimum. best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] @@ -845,14 +862,14 @@ elitist_race <- function(race_state, maxExp, ") > max experiments (", maxExp, ")") break } - + if (elitist && scenario$elitistLimit != 0L && no_elimination >= scenario$elitistLimit && all_elite_instances_evaluated()) { break_msg <- paste0("tests without elimination (", no_elimination, ") >= elitistLimit (", scenario$elitistLimit, ")") break } - + if (nrow(Results) < current_task) { Results <- rbind(Results, rep_len(NA_real_, ncol(Results))) rownames(Results) <- race_instances[seq_nrow(Results)] @@ -863,7 +880,7 @@ elitist_race <- function(race_state, maxExp, } start_time <- Sys.time() - + # Calculate bounds for executing if needed. which_elite_exe <- intersect(which_exe, which(is_elite > 0L)) irace_assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) @@ -872,7 +889,7 @@ elitist_race <- function(race_state, maxExp, if (length(which_elite_exe)) { # FIXME: This should go into its own function output <- race_wrapper(race_state, - configurations = configurations[which_elite_exe, , drop = FALSE], + configurations = configurations[which_elite_exe, , drop = FALSE], instance_idx = race_instances[current_task], # FIXME: What if we already have a bound for this instance? bounds = rep(scenario$boundMax, length(which_elite_exe)), @@ -885,7 +902,7 @@ elitist_race <- function(race_state, maxExp, experimentsTime[current_task, which_elite_exe] <- output[["time"]] irace_assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_elite_exe) - + # We remove elite configurations that are rejected given that # is not possible to calculate the bounds rejected <- is.infinite(Results[current_task, which_elite_exe]) @@ -897,7 +914,10 @@ elitist_race <- function(race_state, maxExp, is_elite[is_rejected] <- 0L alive[which_elite_exe] <- !rejected if (!any(alive)) { - # FIXME: Only report this error if (all(is_rejected)); otherwise restore non-rejected non-alive ones + # FIXME: Only report this error if (all(is_rejected)); otherwise + # restore non-rejected non-alive ones. Restoring a non-alive + # configuration is difficult. We need to evaluate it in all the + # instances that it has missed. irace_error("All configurations have been immediately rejected (all of them returned Inf) !") } which_alive <- which(alive) @@ -937,7 +957,7 @@ elitist_race <- function(race_state, maxExp, } all_bounds <- final_execution_bound(experimentsTime, elites = which(is_elite > 0L), - current_task, which_alive, + current_task, which_alive, which_exe, scenario) final_bounds <- all_bounds$final_bounds elite_bound <- all_bounds$elite_bound @@ -945,7 +965,7 @@ elitist_race <- function(race_state, maxExp, final_bounds <- rep(scenario$boundMax, length(which_alive)) elite_bound <- NULL } - + # Execute experiments. output <- race_wrapper(race_state, configurations = configurations[which_alive, , drop = FALSE], instance_idx = race_instances[current_task], @@ -998,23 +1018,28 @@ elitist_race <- function(race_state, maxExp, is_rejected[which_exe] <- rejected is_elite[is_rejected] <- 0L alive[is_rejected] <- FALSE - if (!any(alive)) + if (!any(alive)) { + # FIXME: Only report this error if (all(is_rejected)); otherwise + # restore non-rejected non-alive ones. Restoring a non-alive + # configuration is difficult. We need to evaluate it in all the + # instances that it has missed. irace_error("All configurations have been immediately rejected (all of them returned Inf) !") + } which_alive <- which(alive) nbAlive <- length(which_alive) # FIXME: Should we stop if (nbAlive <= minSurvival) ??? - elite_safe <- update_elite_safe(Results, is_elite) + elite_safe <- update_elite_safe(Results, is_elite) } irace_assert(!anyNA(Results[seq_len(current_task), alive, drop=FALSE])) irace_assert(!any(is.infinite(Results[, alive, drop=FALSE]))) - + # Variables required to produce output of elimination test. cap.done <- FALSE # if dominance elimination was performed test.done <- FALSE # if statistical test elimination was performed cap.dropped <- FALSE # if capping has drop any configuration test.dropped <- FALSE # if any candidates has been eliminated by testing cap.alive <- test.alive <- alive - + ## Dominance elimination (Capping only). # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. @@ -1027,7 +1052,7 @@ elitist_race <- function(race_state, maxExp, cap.dropped <- sum(alive) > sum(cap.alive) cap.done <- TRUE } - + # We assume that firstTest is a multiple of eachTest. In any # case, this will only do the first test after the first multiple # of eachTest that is larger than firstTest. @@ -1040,17 +1065,17 @@ elitist_race <- function(race_state, maxExp, t.none = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "none"), t.holm = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "holm"), t.bonferroni = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "bonferroni")) - + race_ranks <- test.res$ranks test.alive <- test.res$alive test.dropped <- sum(alive) > sum(test.alive) test.done <- TRUE } - + # Merge the result of both eliminations. prev.sum.alive <- sum(alive) alive <- cap.alive & test.alive - + # Handle elites when elimination is performed. The elite configurations # can be removed only when they have no more previously-executed instances. irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) @@ -1069,14 +1094,14 @@ elitist_race <- function(race_state, maxExp, } alive <- cap.alive } - + # Output the result of the elimination test. res.symb <- if (cap.dropped && !test.dropped && prev.sum.alive != sum(alive)) { "c" # Removed just by capping. } else if (cap.dropped || test.dropped) { if (prev.sum.alive != sum(alive)) "-" else "!" } else if (cap.done || test.done) "=" else "x" - + # Rank alive configurations: order all configurations (eliminated or not) # LESLIE: we have to make the ranking outside: we can have configurations eliminated by capping # that are not eliminated by the test. @@ -1087,11 +1112,11 @@ elitist_race <- function(race_state, maxExp, } else { tmpResults <- Results[seq_len(current_task), which_alive, drop = FALSE] irace_assert(!any(is.na(tmpResults))) - race_ranks <- get_ranks(tmpResults, test = stat.test) + race_ranks <- get_ranks(tmpResults, test = stat.test) # which.min() returns only the first minimum. best <- which_alive[which.min(race_ranks)] } - + irace_assert(best == which_alive[order(race_ranks)][1L]) irace_assert(length(race_ranks) == length(which_alive)) @@ -1104,9 +1129,9 @@ elitist_race <- function(race_state, maxExp, print_task(res.symb, Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], current_task, alive = alive, - id_best = id_best, best = best, experiments_used, start_time = start_time, + id_best = id_best, best = best, experiments_used, start_time = start_time, bound = elite_bound, capping) - + if (elitist) { # Compute number of statistical tests without eliminations. irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) @@ -1118,29 +1143,43 @@ elitist_race <- function(race_state, maxExp, no_elimination <- 0L } } - } + } } - + if (is.null(break_msg)) break_msg <- paste0("all instances (", no.tasks, ") evaluated") # Adding this given that when ncandidates = minsurvival+1 # and there one elite configuration that gets discarded in the new instances # execution the race is finished with no executions. - # FIXME: we should handle this better, maybe allowing irace to handle no elite + # FIXME: we should handle this better, maybe allowing irace to handle no elite # in irace() # MANUEL: Leslie, how can we reach this error in normal circumstances? # Can we handle this better? if (current_task == 1L && all(is_elite == 0L)) irace_error ("Maximum number configurations immediately rejected reached!") - + # All instances that are not new in this race must have been evaluated by at # least one configuration. irace_assert(all_elite_instances_evaluated(), eval_after = { print(Results[,alive, drop=FALSE])}) # If we stop the loop before we see all new instances, there may be new # instances that have not been executed by any configuration. - Results <- Results[rowAnys(!is.na(Results)), , drop = FALSE] + Results <- Results[rowAnyNotNAs(Results), , drop = FALSE] + # If we reject configurations so that sum(alive) <= minSurvival, we may stop + # before we evaluate some configurations in any instance. + if (any(is_rejected)) { + alive <- alive & colAnyNotNAs(Results) + which_alive <- which(alive) + if (!any(alive)) { + # FIXME: Only report this error if (all(is_rejected)); otherwise + # restore non-rejected non-alive ones. Restoring a non-alive + # configuration is difficult. We need to evaluate it in all the + # instances that it has missed. + irace_error("All configurations have been immediately rejected (all of them returned Inf) !") + } + } + race_ranks <- overall_ranks(Results[, alive, drop = FALSE], test = stat.test) if (!scenario$quiet) { old_best <- best # old_best could be NA. @@ -1150,7 +1189,7 @@ elitist_race <- function(race_state, maxExp, # FIXME: This is the mean of the best, but perhaps it # should be the sum of ranks in the case of test == friedman? mean_best = mean_best, - break_msg = break_msg, debug_level = scenario$debugLevel, + break_msg = break_msg, debug_level = scenario$debugLevel, capping = capping, old_best_id = if (old_best == best || is.na(old_best)) NULL else id_best) } @@ -1160,8 +1199,7 @@ elitist_race <- function(race_state, maxExp, ) # Only return alive ones. nbAlive <- sum(alive) - configurations <- configurations[as.logical(alive), , drop=FALSE] - irace_assert(nbAlive == nrow(configurations)) + configurations <- configurations[alive, , drop=FALSE] irace_assert(all(configurations[[".ID."]] %not_in% rejected_ids)) # No rejected is alive. # Assign the proper ranks in the configurations data.frame. configurations[[".RANK."]] <- race_ranks diff --git a/R/utils.R b/R/utils.R index a22b27e5..39fa3774 100644 --- a/R/utils.R +++ b/R/utils.R @@ -92,7 +92,7 @@ file.check <- function (file, executable = FALSE, readable = executable, ## The above should remove the trailing separator if present for windows OS ## compatibility, except when we have just C:/, where the trailing separator ## must remain. - + if (!file.exists(file)) { if (writeable) { if (tryCatch({ suppressWarnings(file.create(file) && file.remove(file)) }, @@ -109,7 +109,7 @@ file.check <- function (file, executable = FALSE, readable = executable, irace_error(text, " '", file, "' cannot be written into") return(FALSE) } - + if (readable && (file.access(file, mode = READ) != 0)) { irace_error(text, " '", file, "' is not readable") return (FALSE) @@ -241,7 +241,7 @@ trim <- function(str) trim_trailing(trim_leading(str)) ## This function takes two matrices x and y and merges them such that the ## resulting matrix z has: -# rownames(z) <- setunion(rownames(x), rownames(y)) and +# rownames(z) <- setunion(rownames(x), rownames(y)) and # rownames(z) <- setunion(rownames(x), rownames(y)) and # z[rownames(x), colnames(x)] <- x and z[rownames(y), colnames(y)] <- y, and # z[i, j] <- NA for all i,j not in x nor y. @@ -251,7 +251,7 @@ merge_matrix <- function(x, y) colnames_x <- colnames(x) rownames_y <- rownames(y) colnames_y <- colnames(y) - + if (is.null(rownames_x) || is.null(colnames_x)) return(y) @@ -260,21 +260,21 @@ merge_matrix <- function(x, y) row_union <- union(rownames_x, rownames_y) col_union <- union(colnames_x, colnames_y) - + z <- matrix(NA_real_, nrow = length(row_union), ncol = length(col_union), dimnames = list(row_union, col_union)) - + # Map row and column names to indices for efficient assignment. row_idx_x <- chmatch(rownames_x, row_union) col_idx_x <- chmatch(colnames_x, col_union) row_idx_y <- chmatch(rownames_y, row_union) col_idx_y <- chmatch(colnames_y, col_union) - + z[row_idx_x, col_idx_x] <- x z[row_idx_y, col_idx_y] <- y # There must be a non-NA entry for each instance. - irace_assert(all(rowAnys(!is.na(z)))) + irace_assert(all(rowAnyNotNAs(z))) return(z) } @@ -289,7 +289,7 @@ merge_matrix <- function(x, y) ## print(loadedNamespaces()) ## try(print(as.list(get(".__NAMESPACE__.", envir = asNamespace("irace", base.OK = FALSE), ## inherits = FALSE))$path)) -## try(print(path.package("irace"))) +## try(print(path.package("irace"))) # # That is, neither R_LIBS, .libPaths or whether library was called with lib.loc # will affect the slaves. It also happens before we can set those variables on @@ -303,7 +303,7 @@ mpiInit <- function(nslaves, debugLevel = 0) if (! suppressPackageStartupMessages (requireNamespace("Rmpi", quietly = TRUE))) irace_error("The 'Rmpi' package is required for using MPI") - + # When R exits, finalize MPI. reg.finalizer(environment(Rmpi::mpi.exit), function(e) { # Rmpi already prints a message, so we don't need this. @@ -379,14 +379,14 @@ concordance <- function(data) #PARAMETER <- k - 1 #pvalue <- pchisq(PARAMETER, df = PARAMETER, lower.tail = FALSE) list(kendall.w = W, spearman.rho = rho) -} +} ## FIXME: Move this to the manual page. ## FIXME: Reference! Explain a bit what is computed! -# Calculates Performance similarity of instances +# Calculates Performance similarity of instances # data: matrix with the data, instances in rows (judges), configurations # in columns. -# Returns: variance value [0,1], where 0 is a homogeneous set of instances and +# Returns: variance value [0,1], where 0 is a homogeneous set of instances and # 1 is a heterogeneous set. # FIXME: How to handle missing values? dataVariance <- function(data) @@ -395,20 +395,20 @@ dataVariance <- function(data) # LESLIE: should we rank data?? # MANUEL: We should add the option. if (nrow(data) <= 1L || ncol(data) <= 1L) return(NA_real_) - + # Normalize #datamin <- apply(data,1,min,na.rm=TRUE) #datamax <- apply(data,1,max,na.rm=TRUE) - #normdata <- (data - datamin) / (datamax-datamin) - + #normdata <- (data - datamin) / (datamax-datamin) + #standardize meandata <- rowMeans2(data, useNames=FALSE) stddata <- rowSds(data, useNames=FALSE) # If stddata == 0, then data is constant and it doesn't matter as long as it # is non-zero. stddata[stddata == 0] <- 1 - zscoredata <- (data - meandata) / stddata - + zscoredata <- (data - meandata) / stddata + # FIXME: We could log-tranform if needed # Variance of configurations mean(colVars(zscoredata)) @@ -454,7 +454,7 @@ runcommand <- function(command, args, id, debugLevel, timeout = 0) list(output = output, error = NULL) } -# Safe sampling of vector: +# Safe sampling of vector: resample <- function(x, ...) x[sample.int(length(x), ...)] # Rounds up the number x to the specified number of decimal places 'digits'. @@ -466,7 +466,7 @@ ceiling_digits <- function(x, digits) int_div * multiple + ceiling(div - int_div) * multiple } -# ceil.decimal <- function(x, d) { +# ceil.decimal <- function(x, d) { # # get the significant digits in the integer part. # ssd <- x * 10^(d) # # get the non significant digits @@ -492,9 +492,9 @@ is.sub.path <- function(x, dir, n = nchar(dir)) substr(x, 1L, n) == dir #' This function may be useful if you are manually editing the log data generated by a run of \pkg{irace}. #' #' @param iraceResults `list()`\cr Object created by \pkg{irace} and typically saved in the log file `irace.Rdata`. -#' +#' #' @param logfile `character(1)`\cr Filename to save `iraceResults`. Usually, this is given by `scenario$logFile`. If `NULL` or `""`, no data is saved. -#' +#' #' @seealso [read_logfile()] #' @concept analysis save_irace_logfile <- function(iraceResults, logfile) @@ -520,7 +520,7 @@ valid_iracelog <- function(x) #' @param filename Filename that contains the log file saved by irace. Example: `irace.Rdata`. #' #' @param name Optional argument that allows overriding the default name of the object in the file. -#' +#' #' @return (`list()`) #' @examples #' irace_results <- read_logfile(system.file("exdata/irace-acotsp.Rdata", package="irace", @@ -537,7 +537,7 @@ read_logfile <- function(filename, name = "iraceResults") if (file.access(filename, mode = 4) != 0) irace_error("read_logfile: Cannot read file '", filename, "'.") - + load(filename) iraceResults <- get0(name, inherits=FALSE) if (!valid_iracelog(iraceResults)) @@ -615,3 +615,9 @@ runif_integer <- function(size) unlist_element <- function(x, element) unlist(lapply(x, "[[", element, exact=TRUE), recursive=FALSE, use.names=FALSE) +# Extensions of matrixStats +rowAnyNotNAs <- function(x, rows = NULL, cols = NULL, ..., useNames = FALSE) + !rowAlls(x, rows = rows, cols = cols, value = NA, ..., useNames = useNames) + +colAnyNotNAs <- function(x, rows = NULL, cols = NULL, ..., useNames = FALSE) + !colAlls(x, rows = rows, cols = cols, value = NA, ..., useNames = useNames) From 3af0fb03c23c1e80bf62b35c98b885d0a3eafc7c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 21:52:43 +0000 Subject: [PATCH 087/127] * NEWS.md: Fix header for development version. --- NEWS.md | 154 +++++++++++++++++++++++++++++--------------------------- 1 file changed, 79 insertions(+), 75 deletions(-) diff --git a/NEWS.md b/NEWS.md index 0ea34347..783633ef 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,62 +1,66 @@ **If you are viewing this file on CRAN, please check [latest news on GitHub](https://github.com/MLopez-Ibanez/irace/blob/master/NEWS.md) where the formatting is also better.** -# irace development version +# irace (development version) ## Major breaking changes * Recovery (`--recover-file`) has been completely re-implemented. This version of irace cannot recover files generated by previous versions and vice versa. - + ## New features and improvements - + * When `targetRunner` or `targetEvaluator` are implemented in R, using random numbers within those functions does not affect the sequence of random numbers within irace. - + * `psRace()` gains a `psrace_logFile` argument to avoid overwriting `scenario$logFile`. - + * `psRace()` makes better use of the budget remaining. - + ## Fixes * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. * Fixed documentation of `psRace()`. - + * Fix `psRace()` not saving `psrace_log` in `scenario$logFile`. - + * Fix bug in `psRace()` using more budget than the maximum given. - + + * Handle the case when all elites are rejected before starting the race and + `sum(alive) <= minSurvival`. + + # irace 4.1 ## Major breaking changes * Recovery (`--recover-file`) is currently broken (issue #76). - + * The `experiment` list passed to the `targetRunner` R function (see `target_runner_default()`) does not contain an element `switches`. This element can be obtained from `scenario$parameters$switches`. - - + + ## New features and improvements * Conditions that are always true because they depend on fixed parameters are replaced by a `TRUE` value to speed up their evaluation. This speed-up is only measurable with very large and complicated parameter spaces. - + * The options `src` and `target` of `ablation()` (or `--src` and `--target` of the command-line `ablation` tool) now accept a character string that points to a file containing a configuration that will be read with `readConfigurationsFile()`. This allows performing ablation between configurations not explored before. - + ## Fixes * Fixed some typos in the user guide. (@sbomsdorf) - + * Fixed several bugs in post-selection including `Error in if (any(left >= 0L)) { : missing value where TRUE/FALSE needed`. - + * Fix bug in `ablation()` not calling `stop_parallel()`. @@ -67,7 +71,7 @@ * Requires R version >= 4.0 * Logfiles `*.Rdata` use format version 3, which can only be read by R version >= 3.5. - + * The scenario options `forbiddenFile` and `forbiddenExps` have been removed and will give an error if present. Forbidden configurations are now specified in the parameter space description. See the example in @@ -80,13 +84,13 @@ * The default value of the scenario option `trainInstancesDir` is now `""`. The previous default value of `"./Instances"` often caused confusion to users not using files as training instances. - + * The `scenario` object now includes the `parameters` object. Thus functions such as `irace()`, which previously took as arguments both `scenario` and `parameters`, now only take `scenario`. This also means that the log file `irace.Rdata` does not contain a separate `parameters` element since this element can now be found within `scenario`. - + * The default value of the scenario option `softRestartThreshold` is now 0.0001 and does not depend on `digits`. @@ -98,13 +102,13 @@ different locations and each executable will use its corresponding version. The correct location can be verified by looking at the line `"installed at:"` printed in the output. - + * Adaptive capping is now enabled by default if `maxTime > 0` and `boundMax > 0`. It can be disabled with `--capping 0` in the command-line options or `capping=0` in the scenario options. See [Pérez-Cáceres et al. (2017)](https://iridia-ulb.github.io/references/#PerLopHooStu2017:lion) for details. (Leslie Pérez Cáceres, Manuel López-Ibáñez) * The scenario option `targetRunnerLauncherArgs`, introduced in version 3.5, - was removed and replaced by `targetCmdline`, which is more flexible (fixes #38). + was removed and replaced by `targetCmdline`, which is more flexible (fixes #38). Please see the user-guide for details. * Command-line options in joined form, given as `"--log-file= --check"`, without @@ -114,54 +118,54 @@ * irace will now give an error if you try to recover from a file generated by a different version of irace, since such attempts typically end up in errors that are difficult to understand. - + * irace warns about using `'&&'` and `'||'` instead of `'&'` and `'|'` in parameter conditions and forbidden expressions. A future version of irace will reject those uses as errors. - + * The internal function `irace.reload.debug()` has been removed. Use `devtools::reload()` instead. - + * The column `"instance"` of the `instancesList` data frame stored in the logFile has been renamed to `"instanceID"`. This data frame should not be accessed directly. Instead use the new function `get_instanceID_seed_pairs()`. - + * Using `maxTime > 0` with `elitist=0` now gives a clear error rather than fail later. (fix #65, reported by @DE0CH) - + * `path_rel2abs()` will not expand symlinks to avoid problems with Python's venv. (fix #64, reported by @DE0CH) - + * Expansion of `'~'` in Windows now follows the definition of `fs::path_expand()` rather than `base::path.expand()`. - + * irace is now more strict in enforcing runtime bounds given with `scenario$boundMax` and will stop with an error if the `target-runner` reports a runtime larger than the given bound. * All functions that contained a period (`'.'`) in the name have been renamed to use `'_'` instead. - + * The periods (`'.'`) in the arguments of `scenario$targetRunnerParallel` and `scenario$targetEvaluator` have also been replaced by `'_'`. - + * The environment `.irace` that was available in the log file under `iraceResults$state$.irace` is replaced directly by `iraceResults$state`. It contains similar information but some entries have been renamed. For example, the `experimentLog` data frame is now called `experiment_log` and it is a [`data.table`](https://r-datatable.com). - + * The interface of `psRace()` has been simplified. - + * `irace` will automatically execute a post-selection race (`psRace()`) using any remaining budget (currently only when `maxTime == 0`). To disable this behavior, set the scenario option `postselection` (`--postselection`) to `0`. - + ## New features and improvements * `sampleUniform()` and `sampleModel()` are significantly faster thanks to using [`data.table`](https://r-datatable.com). * Initial configurations are sampled using Sobol low-discrepancy sequences using `spacefillr::generate_sobol_set()`. This should provide a better initial distribution of parameter values. - + * Parameter spaces can be constructed programmatically using `parametersNew()`. See the documentation for details. * Ablation will report configurations that produced the same results, which @@ -175,7 +179,7 @@ instance used in `"full"` ablation. It replaces the previous parameter `n_instances`, whose definition was more difficult to use correctly. - * Matrix operations are faster thanks to `matrixStats`. + * Matrix operations are faster thanks to `matrixStats`. * New scenario option `blockSize` for defining blocks of instances. Configurations are only eliminated after evaluating a complete block and @@ -188,7 +192,7 @@ * New scenario option `targetRunnerTimeout`: Timeout in seconds of any `targetRunner` call (only applies to `target-runner` executables not to R functions). - + * `plotAblation()` has several new options: - `type='rank'` to plot ranks per instance instead of raw cost values. - `n` to limit the number of parameters shown in the plot. @@ -201,7 +205,7 @@ (Deyao Chen) * New functions `read_ablogfile()`, `has_testing_data()`, `irace_summarise()`. - + * New functions `get_random_seed()`, `set_random_seed()`, `restore_random_seed()` useful for writing `targetRunner` functions in R. @@ -215,26 +219,26 @@ * `readScenario()` (and command-line irace) do not require a `scenario.txt` file. (Contributed by @DE0CH) - + * `read_pcs_file()` now supports forbidden configurations. - + * When testing, `irace` now prints the random seed used for each instance as an additional column. - + * The package provides a new executable `target-runner-dummy` (or `target-runner-dummy.exe` in Windows) for the purposes of testing. It may also be useful for understanding the typical setup of `irace`. - + * New scenario option `minExperiments` to set a minimum budget of runs. (proposed by @Saethox, fixes #58) * New function `multi_irace()` for executing multiple runs of irace with the - same or different scenarios and parameters, possibly in parallel. + same or different scenarios and parameters, possibly in parallel. (Contributed by @Saethox) ## Fixes * `ablation_cmdline()` and `plotAblation()` no longer create an empty `Rplots.pdf` file when specifying an output PDF file. - + * Fix #66: when using `maxTime > 0`, irace estimates the time per run by executing 2 configurations on `firstTest` instances and adjusts `boundMax` to not go over `budgetEstimation`. This may result in a smaller `boundMax` @@ -245,10 +249,10 @@ * Fix #55: Configurations provided may use `` in addition to `NA` to denote the missing value of a disabled parameter. (Manuel López-Ibáñez, reported by @TheIronBorn) - + * Fix #44: irace now will give an error if the domain of real-valued (r) parameters would change depending on the value of `'digits'`. The solution - is to increase the value of `'digits'` or adjust the domain. + is to increase the value of `'digits'` or adjust the domain. (Manuel López-Ibáñez, reported by @mb706) * If scenario option `targetRunnerParallel` is set, irace no longer tries to @@ -258,25 +262,25 @@ * irace no longer sets `option(error=utils::recover())` in debug mode to avoid issues when calling irace from Python. The user can set this if desired. - - * Fix bug failing to restart with parameters that have dependent domains. - + + * Fix bug failing to restart with parameters that have dependent domains. + * Fix bug with `sampleInstances=FALSE` that could re-evaluate the same (instance, seed) pair more than once. - + * Fix bug when using `targetRunnerLauncher` and `targetRunner` contain whitespace. * Fix bug in `ablation_cmdline()` about missing `scenario` object. - + * `ablation()` will now save and restore the previous random seed. - + * `ablation()` will detect if the logfile (e.g., `irace.Rdata`) is incomplete. - + * `readConfigurationsFile()` now handles parameters with dependent domains. - + * Fix #71: Ensure `".ID."` is the first column in `checkTargetFiles()` (Manuel López-Ibáñez, reported by @ivan1arriola) - - + + # irace 3.5 ## New features and improvements @@ -290,7 +294,7 @@ * The package now provides an `ablation` executable (`ablation.exe` in Windows) that makes easier to perform ablation analysis without having any R knowledge. - + * The interface to functions `ablation()` and `plotAblation()` has been simplified. The `ablation()` function now allows overriding scenario settings. The `plotAblation()` function will not create the plot if the @@ -300,18 +304,18 @@ * The argument `n.instances` of `ablation()` has been renamed to `n_instances` and it is now a factor that multiplies `scenario$firstTest`. (Manuel López-Ibáñez) - + * New command-line option `--quiet` to run without producing any output except errors (also available as a scenario option). (Manuel López-Ibáñez) * New command-line option `--init` to initialize a scenario. (Deyao Chen) - + * Added support for HTCondor cluster framework to `--batchmode`. (Filippo Bistaffa) * `--check` now also check the contents of `configurationsFile` and runs - configurations provided via `initConfigurations`. + configurations provided via `initConfigurations`. (Manuel López-Ibáñez, reported by Andreea Avramescu) * New scenario options `targetRunnerLauncher` and `targetRunnerLauncherArgs` @@ -321,12 +325,12 @@ * New scenario option `minMeasurableTime`. (Manuel López-Ibáñez) - + * An error is produced if a variable set in the scenario file is not known to irace. If your scenario file contains R code, then use variable names beginning with a dot `'.'`, which will be ignored by irace. (Manuel López-Ibáñez) - + * Plotting functions have been moved to the new package [iraceplot](https://auto-optimization.github.io/iraceplot/). In particular, `configurationsBoxplot()` is replaced by `iraceplot::boxplot_training()` and @@ -347,7 +351,7 @@ * New functions `testing_fromlog()` and `testing_fromfile()` for independently executing the testing phase. The function `testing.main()` was removed as it - is superseded by the new ones. + is superseded by the new ones. (Manuel López-Ibáñez) * New function `read_logfile()` to easily read the log file produced by irace. @@ -361,23 +365,23 @@ * Generating the file `irace.Rdata` may be disabled by setting `logFile=""`. (Manuel López-Ibáñez, reported by Johann Dreo) - + * `path_rel2abs()` and `checkParameters()` are now exported so that other packages may use them. (Manuel López-Ibáñez) - + * `path_rel2abs()` also searches in system paths. (Manuel López-Ibáñez) * `readConfigurationsFile()` will now detect duplicated configurations and error. (Manuel López-Ibáñez) - + * The interface to functions `getFinalElites()`, `getConfigurationById()` and `getConfigurationByIteration()` has been simplified. - + * The package provides a `irace.sindef` file that may be used for building a standalone container of irace using Singularity. See the `README.md` file for instructions. (Contributed by Johann Dreo) - + * New example `examples/target-runner-python/target-runner-python-win.bat` contributed by Levi Ribeiro. @@ -400,8 +404,8 @@ (Manuel López-Ibáñez, reported by Marcelo de Souza) * Fixes to the Matlab example. (Manuel López-Ibáñez) - - * The default of `testType` is now set to `t-test` when capping is enabled. + + * The default of `testType` is now set to `t-test` when capping is enabled. (Manuel López-Ibáñez, reported by Jovana Radjenovic) * Fix various issues in the user guide. @@ -409,14 +413,14 @@ * Remove duplicated elites. (Manuel López-Ibáñez, reported by Federico Naldini) - + * Fix (#7): warnings with partial matched parameters. (Manuel López-Ibáñez, reported by Marc Becker) - + * Fix (#10): wrong assert with `elitist=0`. (Manuel López-Ibáñez) * Fix (#12): irace can be run with [FastR](https://www.graalvm.org/22.1/docs/getting-started/#run-r). - + * Fix (#13): Maximum number configurations immediately rejected reached. (Manuel López-Ibáñez) @@ -428,13 +432,13 @@ * With `sampleInstances = FALSE`, elitist irace does not change the order of instances already seen. However, if you want to make sure that the order of the instances is enforced, you also need to set `elitistNewInstances=0`. - + * The function `irace.usage()` was removed. It was not really useful for R users as the same result can be obtained by calling `irace.cmdline("--help")`. (Manuel López-Ibáñez) - - + + # irace 3.4.1 (31/03/2020) * `NEWS` converted to markdown. From 485a8928adb2d0ca4fb21d4225769638d4976d9c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 1 Jan 2025 22:03:45 +0000 Subject: [PATCH 088/127] * .github/workflows/R-CMD-check.yaml: Update coverage job. --- .github/workflows/R-CMD-check.yaml | 42 +++++++++++++++++----------- R/irace-package.R | 12 ++++---- tests/testthat/helper-common.R | 45 +++++++++++++++--------------- 3 files changed, 53 insertions(+), 46 deletions(-) diff --git a/.github/workflows/R-CMD-check.yaml b/.github/workflows/R-CMD-check.yaml index 8b6f9385..e3b18047 100644 --- a/.github/workflows/R-CMD-check.yaml +++ b/.github/workflows/R-CMD-check.yaml @@ -11,7 +11,7 @@ name: R-CMD-check concurrency: group: ${{ github.event.pull_request.number || github.run_id }} cancel-in-progress: true - + env: R_REMOTES_NO_ERRORS_FROM_WARNINGS: true _R_CHECK_FORCE_SUGGESTS_: false @@ -52,7 +52,7 @@ jobs: - name: "[Linux] Install openmpi" if: runner.os == 'Linux' run: sudo apt-get update -y && sudo apt install -y libopenmpi-dev - + - uses: r-lib/actions/setup-r@v2 with: r-version: ${{ matrix.r }} @@ -76,7 +76,7 @@ jobs: needs: check cache-version: 1 install-pandoc: true - + - uses: r-lib/actions/setup-r-dependencies@v2 if: runner.os == 'macOS' with: @@ -87,7 +87,7 @@ jobs: needs: check cache-version: 1 install-pandoc: true - + - name: Check (as CRAN) env: NOT_CRAN: false @@ -95,14 +95,14 @@ jobs: with: args: 'c("--no-manual", "--as-cran")' build_args: 'c("--compact-vignettes=gs+qpdf")' - + - name: Check env: NOT_CRAN: true uses: r-lib/actions/check-r-package@v2 with: args: 'c("--no-manual", "--run-donttest", "--timings")' - + - name: Show testthat output if: failure() run: find check -name 'testthat.Rout*' -exec cat '{}' \; || true @@ -126,13 +126,13 @@ jobs: use-public-rspm: true - uses: r-lib/actions/setup-tinytex@v2-branch - + - name: Install additional LaTeX packages run: tlmgr install ${{ env.LATEX_PACKAGES }} - uses: r-lib/actions/setup-r-dependencies@v2 with: - extra-packages: any::covr, mlr=?ignore, Rmpi=?ignore, local::. + extra-packages: any::covr, any::xml2, mlr=?ignore, Rmpi=?ignore, local::. needs: coverage install-pandoc: true @@ -143,21 +143,29 @@ jobs: run: | options(covr.fix_parallel_mcexit = TRUE) coverage <- covr::package_coverage(type = "all", - quiet = FALSE, clean = FALSE, - install_path = file.path(Sys.getenv("RUNNER_TEMP"), "package"), - commentDonttest = FALSE) + quiet = FALSE, clean = FALSE, + install_path = file.path(normalizePath(Sys.getenv("RUNNER_TEMP"), winslash = "/"), "package"), + commentDonttest = FALSE) print(coverage) - covr::codecov(coverage = coverage) + covr::to_cobertura(coverage) + #covr::codecov(coverage = coverage) shell: Rscript {0} - + - uses: codecov/codecov-action@v4 + with: + fail_ci_if_error: ${{ github.event_name != 'pull_request' && true || false }} + file: ./cobertura.xml + plugin: noop + disable_search: true + token: ${{ secrets.CODECOV_TOKEN }} + - name: Show testthat output if: always() run: | ## -------------------------------------------------------------------- find ${{ runner.temp }}/package -name 'testthat.Rout*' -exec cat '{}' \; || true shell: bash - + - name: Show failures if: failure() run: | @@ -167,7 +175,7 @@ jobs: - name: Upload test results if: failure() - uses: actions/upload-artifact@main + uses: actions/upload-artifact@v4 with: name: coverage-test-failures path: ${{ runner.temp }}/package @@ -193,7 +201,7 @@ jobs: - uses: r-lib/actions/setup-r@v2 with: use-public-rspm: true - + - uses: r-lib/actions/setup-tinytex@v2-branch - name: Install additional LaTeX packages @@ -204,7 +212,7 @@ jobs: extra-packages: any::pkgdown, mlr=?ignore, Rmpi=?ignore, any::remotes needs: website install-pandoc: true - + - name: Install package with vignettes run: | remotes::install_local(".", build = TRUE, upgrade = "never", force = TRUE, build_opts = c("--no-resave-data"), build_manual = TRUE, build_vignettes = TRUE) diff --git a/R/irace-package.R b/R/irace-package.R index 4726cc1f..34df1f59 100644 --- a/R/irace-package.R +++ b/R/irace-package.R @@ -8,9 +8,9 @@ #' @importFrom R6 R6Class #' @importFrom graphics abline axis boxplot par plot points strwidth bxp grid #' @importFrom spacefillr generate_sobol_set -#' +#' #' @details License: GPL (>= 2) -#' +#' #' @author Maintainers: Manuel López-Ibáñez and Leslie Pérez Cáceres #' \email{irace-package@googlegroups.com} #' @@ -21,12 +21,12 @@ #' Thomas Stützle, and Mauro Birattari. The irace package: Iterated #' Racing for Automatic Algorithm Configuration. \emph{Operations Research #' Perspectives}, 2016. \doi{10.1016/j.orp.2016.09.002} -#' +#' #' Manuel López-Ibáñez, Jérémie Dubois-Lacoste, Thomas Stützle, and Mauro #' Birattari. \emph{The irace package, Iterated Race for Automatic #' Algorithm Configuration}. Technical Report TR/IRIDIA/2011-004, IRIDIA, #' Université Libre de Bruxelles, Belgium, 2011. -#' +#' #' Manuel López-Ibáñez and Thomas Stützle. The Automatic Design of #' Multi-Objective Ant Colony Optimization Algorithms. \emph{IEEE Transactions #' on Evolutionary Computation}, 2012. @@ -38,6 +38,6 @@ # This silences CRAN NOTE: # Namespace in Imports field not imported from: 'codetools' # All declared Imports should be used. -.ignore_unused_imports <- function() { +.ignore_unused_imports <- function() { # nocov start codetools::findGlobals -} +} # nocov end diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index 64aa6708..eb1ebe42 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -9,7 +9,7 @@ generate_set_seed <- function() test_irace_detectCores <- function() { if (!identical(Sys.getenv("NOT_CRAN"), "true")) return(1L) - # FIXME: covr fails in github actions otherwise. + # FIXME: covr takes a very long time on github actions otherwise. if (identical(Sys.getenv("COVR_COVERAGE"), "true")) return(1L) x <- Sys.getenv("_R_CHECK_LIMIT_CORES_", "") if (nzchar(x) && x == "TRUE") return(2L) @@ -27,20 +27,20 @@ system_os_is_windows <- function() .Platform$OS.type == "windows" ## Functions ########################################################## f_ackley <- function (x,y, nsize = 0.01) { - # Transformation of parameter values + # Transformation of parameter values # from [0,1] to [vmin,vmax] vmin <- -5 vmax <- 5 x <- (x*(vmax-vmin)) + vmin y <- (y*(vmax-vmin)) + vmin - + a <- -20 * exp (-0.2 * sqrt(0.5 * (x^2 + y^2))) - b <- exp(0.5 * (cos(2*pi*x) + cos(2*pi*y))) + b <- exp(0.5 * (cos(2*pi*x) + cos(2*pi*y))) f <- a - b + exp(1) + 20 # Simulating stochasticity noise <- runif(1, min = (1-nsize), max = (1+nsize)) f <- f*noise - + # Transform result from [fmin,fmax] # to [0,100] fmin <- 0 @@ -49,13 +49,13 @@ f_ackley <- function (x,y, nsize = 0.01) { } f_goldestein_price <- function (x,y, nsize = 0.01) { - # Transformation of parameter values + # Transformation of parameter values # from [0,1] to [vmin,vmax] vmin <- -2 vmax <- 2 x <- (x*(vmax-vmin)) + vmin y <- (y*(vmax-vmin)) + vmin - + a <- 1 + ((x + y + 1)^2) * (19 - 14*x + 3*x^2 - 14*y + 6*x*y + 3*y^2) b <- 30 + ((2*x - 3*y)^2) * (18 - 32*x + 12*x^2 + 48*y - 36*x*y + 27*y^2) f <- a*b @@ -63,7 +63,7 @@ f_goldestein_price <- function (x,y, nsize = 0.01) { noise <- runif(1, min = (1-nsize), max = (1+nsize)) f <- f*noise - # Transform result from [fmin,fmax] + # Transform result from [fmin,fmax] # to [0,100] fmin <- 0 fmax <- 1000000*(1+nsize) @@ -71,39 +71,39 @@ f_goldestein_price <- function (x,y, nsize = 0.01) { } f_matyas <- function (x,y, nsize = 0.01) { - # Trasfomation of parameter values + # Trasfomation of parameter values # from [0,1] to [vmin,vmax] vmin <- -10 vmax <- 10 x <- (x*(vmax-vmin)) + vmin y <- (y*(vmax-vmin)) + vmin - + f <- 0.26 * (x^2 + y^2) - (0.48*x*y) # Simulating stochasticity noise <- runif(1, min = (1-nsize), max = (1+nsize)) f <- f*noise - # Transform result from [fmin,fmax] + # Transform result from [fmin,fmax] # to [0,100] fmin <- 0 fmax <- 100*(1+nsize) ((f - fmin) / (fmax-fmin)) * (100-0) + 0 } -f_himmelblau <- function (x,y, nsize = 0.01) { - # Trasfomation of parameter values +f_himmelblau <- function (x,y, nsize = 0.01) { + # Trasfomation of parameter values # from [0,1] to [vmin,vmax] vmin <- -5 vmax <- 5 x <- (x*(vmax-vmin)) + vmin y <- (y*(vmax-vmin)) + vmin - + f <- (x^2 + y - 11)^2 + (x + y^2 - 7)^2 # Simulating stochasticity noise <- runif(1, min = (1-nsize), max = (1+nsize)) f <- f*noise - - # Transform result from [fmin,fmax] + + # Transform result from [fmin,fmax] # to [0,100] fmin <- 0 fmax <- 2000*(1+nsize) @@ -118,13 +118,13 @@ target_runner_capping_xy <- function(experiment, scenario) x <- configuration[["x"]] y <- configuration[["y"]] - + value <- switch(instance, ackley = f_ackley(x, y), goldestein = f_goldestein_price(x, y), matyas = f_matyas(x, y), himmelblau = f_himmelblau(x, y)) - + # Simulate execution bound list(cost = value, time=min(value + 0.1, bound)) } @@ -143,7 +143,7 @@ irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy) x "" r (0, 1.00) y "" r (0, 1.00) reject "" c (0,1)' - + parameters <- readParameters(text = parameters_table) logFile <- withr::local_tempfile(fileext=".Rdata") scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), @@ -158,7 +158,7 @@ irace_capping_xy <- function(..., targetRunner = force(target_runner_capping_xy) scenario <- checkScenario (scenario) expect_true(irace:::checkTargetFiles(scenario = scenario)) - + confs <- irace(scenario = scenario) best_conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), @@ -170,7 +170,7 @@ wrap_target_runner_error <- function(target_runner, limit) { counter <- force(limit) target_runner <- force(target_runner) - + fun <- function(experiment, scenario) { counter <<- counter - 1L if (counter <= 0L) @@ -185,7 +185,7 @@ wrap_target_runner_counter <- function(target_runner) { counter <- 0L target_runner <- force(target_runner) - + fun <- function(experiment, scenario) { counter <<- counter + 1L target_runner(experiment, scenario) @@ -193,4 +193,3 @@ wrap_target_runner_counter <- function(target_runner) parent.env(environment(fun)) <- globalenv() fun } - From 86cb0ee39b49c14f04f66a014a4169e57258b752 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 2 Jan 2025 11:42:14 +0000 Subject: [PATCH 089/127] * R/race_state.R (elitist_init_instances): Remove useless block_size argument. --- R/race.R | 5 ++++- R/race_state.R | 36 ++++++++++++++++----------------- tests/testthat/test-blocksize.R | 8 ++++---- 3 files changed, 25 insertions(+), 24 deletions(-) diff --git a/R/race.R b/R/race.R index fde255f1..14b89594 100644 --- a/R/race.R +++ b/R/race.R @@ -635,8 +635,11 @@ elitist_race <- function(race_state, maxExp, # Create the instance list according to the algorithm selected. if (elitist) { + # FIXME: we should sample taking into account the block-size, so we sample blocks, not instances. + irace_assert((race_state$next_instance - 1L) %% blockSize == 0, + eval_after={cat("next_instance:", race_state$next_instance, ", block_size:", blockSize, "\n")}) race_instances <- elitist_init_instances(race_state, deterministic = scenario$deterministic, - sampleInstances = scenario$sampleInstances, elitist_new_instances = elitist_new_instances, block_size = blockSize) + sampleInstances = scenario$sampleInstances, elitist_new_instances = elitist_new_instances) # It may be reduced further by elitist_init_instances() elitist_new_instances <- min(elitist_new_instances, race_state$elitist_new_instances) all_elite_instances_evaluated <- function() { diff --git a/R/race_state.R b/R/race_state.R index ab6d08cd..a090fc6a 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -25,7 +25,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, # Methods. initialize = function(scenario, new = TRUE, recover = FALSE) { self$timer <- Timer$new() - self$target_runner <- if (is.function(scenario$targetRunner)) + self$target_runner <- if (is.function(scenario$targetRunner)) bytecompile(scenario$targetRunner) else if (scenario$aclib) target_runner_aclib @@ -39,6 +39,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, } irace_assert(new || !recover) if (new) { + # elitist_new_instances must be a multiple of blockSize. self$elitist_new_instances <- round_to_next_multiple(scenario$elitistNewInstances, scenario$blockSize) # We cannot recover if we did not get to initialize self$rng. if (recover && !is.null(self$rng)) { @@ -115,7 +116,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, self$time_next_save <- now + .irace_minimum_saving_time } }, - + update_race_experiment_log = function(experiment_log, scenario) { self$race_experiment_log <- c(self$race_experiment_log, list(experiment_log)) now <- self$timer$wallclock() @@ -131,13 +132,13 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, } invisible() }, - + reset_race_experiment_log = function() { res <- rbindlist(self$race_experiment_log, use.names=TRUE) self$race_experiment_log <- NULL res }, - + recover_output = function(instance_idx, configuration_id) { search <- data.table(instance = instance_idx, configuration = configuration_id) res <- self$recovery_info[search, on = .(instance,configuration), mult="first", nomatch=NULL, which=TRUE] @@ -161,15 +162,15 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, update_rejected = function(rejected_ids, configurations) { if (length(rejected_ids) == 0L) return(NULL) - self$rejected_ids <- c(self$rejected_ids, rejected_ids) + self$rejected_ids <- c(self$rejected_ids, rejected_ids) configurations[configurations[[".ID."]] %in% rejected_ids, , drop = FALSE] }, - + time_elapsed = function() { self$elapsed <- self$timer$elapsed() + self$elapsed_recovered self$elapsed }, - + start_parallel = function(scenario) { parallel <- scenario$parallel data.table::setDTthreads(if (parallel <= 1L) 1L else min(4L, parallel)) @@ -195,7 +196,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, # figure it out. R sucks sometimes. parallel::clusterExport(self$cluster, ls(envir=.GlobalEnv)) # In Windows, this needs to be exported, or we get: - ## Error in checkForRemoteErrors(val) : + ## Error in checkForRemoteErrors(val) : ## 2 nodes produced errors; first error: could not find function "target_runner" parallel::clusterExport(self$cluster, list("target_runner"), envir=self) if (is.function(scenario$targetRunner) @@ -222,11 +223,11 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, print_mem_used = function(objects) { object_size_kb <- function (name, envir) utils::object.size(get(name, envir = envir)) / 1024 - + envir <- parent.frame() if (missing(objects)) objects <- ls(envir = envir, all.names = TRUE) - + x <- sapply(objects, object_size_kb, envir = envir) y <- sapply(names(get(class(self)[1L])$public_fields), object_size_kb, envir = self) names(y) <- paste0("RaceState$", names(y)) @@ -250,14 +251,14 @@ no_elitist_init_instances <- function(self, deterministic) irace_assert(self$next_instance < max_instances) self$next_instance : max_instances } - -elitist_init_instances <- function(self, deterministic, sampleInstances, elitist_new_instances, block_size) + +elitist_init_instances <- function(self, deterministic, sampleInstances, elitist_new_instances) { max_instances <- nrow(self$instances_log) # if next_instance == 1 then this is the first iteration. next_instance <- self$next_instance if (next_instance == 1L) return(seq_len(max_instances)) # Consider all - + new_instances <- NULL last_new <- next_instance - 1L + elitist_new_instances # Do we need to add new instances? @@ -278,12 +279,9 @@ elitist_init_instances <- function(self, deterministic, sampleInstances, elitist new_instances <- next_instance : last_new } } - # FIXME: we should sample taking into account the block-size, so we sample blocks, not instances. - irace_assert((next_instance - 1L) %% block_size == 0, - eval_after={cat("next_instance:", next_instance, ", block_size:", block_size, "\n")}) - past_instances <- if (sampleInstances) - sample.int(next_instance - 1L) else seq_len(next_instance - 1L) - + past_instances <- if (sampleInstances) sample.int(next_instance - 1L) + else seq_len(next_instance - 1L) + # new_instances + past_instances + future_instances if (last_new + 1L <= max_instances) { future_instances <- (last_new + 1L) : max_instances diff --git a/tests/testthat/test-blocksize.R b/tests/testthat/test-blocksize.R index 8554a1c9..ffeec512 100644 --- a/tests/testthat/test-blocksize.R +++ b/tests/testthat/test-blocksize.R @@ -11,7 +11,7 @@ cap_irace <- function(..., targetRunner = force(target_runner_capping_xy)) parameters_table <- ' x "" r (0, 1.00) y "" r (0, 1.00)' - + parameters <- readParameters(text = parameters_table) logFile <- withr::local_tempfile(fileext=".Rdata") @@ -26,9 +26,9 @@ cap_irace <- function(..., targetRunner = force(target_runner_capping_xy)) scenario <- modifyList(scenario, args) scenario <- checkScenario (scenario) confs <- irace(scenario = scenario) - best.conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) + best_conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), - best.conf) + best_conf) invisible(read_logfile(scenario$logFile)) } @@ -54,7 +54,7 @@ time_irace <- function(...) parameters = parameters) scenario <- modifyList(scenario, args) scenario <- checkScenario (scenario) - + confs <- irace(scenario = scenario) best.conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), From 47e859c50d5cfd916ee7c6c09de6357340fe518a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 3 Jan 2025 22:02:04 +0000 Subject: [PATCH 090/127] * R/race.R: Lots of minor improvements. --- R/race.R | 264 +++++++++++++++++++++++++++---------------------------- 1 file changed, 129 insertions(+), 135 deletions(-) diff --git a/R/race.R b/R/race.R index 14b89594..5502d01f 100644 --- a/R/race.R +++ b/R/race.R @@ -129,15 +129,15 @@ aux2.friedman <- function(y, I, alive, conf.level = 0.95) dropped.any <- FALSE n <- nrow(y) k <- length(I) - r <- rowRanks(y, cols = I, ties.method = "average") - R <- colSums2(r) + r <- rowRanks(y, cols = I, ties.method = "average", useNames = FALSE) + R <- colSums2(r, useNames = FALSE) o <- order(R) best <- I[o[1L]] TIES <- tapply(c(r), row(r), table) - STATISTIC <- ((12 * sum((R - n * (k + 1) / 2)^2)) / - (n * k * (k + 1) + STATISTIC <- ((12 * sum((R - n * (k + 1L) / 2)^2)) / + (n * k * (k + 1L) - (sum(unlist(lapply(TIES, function (u) {u^3 - u}))) / - (k - 1)))) + (k - 1L)))) PARAMETER <- k - 1L PVAL <- pchisq(STATISTIC, PARAMETER, lower.tail = FALSE) #names(STATISTIC) <- "Friedman chi-squared" @@ -248,13 +248,13 @@ aux.ttest <- function(results, alive, which_alive, conf.level, adjust <- match.arg(adjust) irace_assert(sum(alive) == length(which_alive)) - results <- results[, which_alive] - means <- colMeans2(results) + means <- colMeans2(results, cols = which_alive, useNames = FALSE) # FIXME: break ties using median or ranks? best <- which.min(means) mean_best <- means[best] pvals <- sapply(means, function(x) as.numeric(isTRUE( - all.equal.numeric(mean_best[[1]], x[[1]], check.attributes = FALSE)))) + all.equal.numeric(mean_best[[1L]], x[[1L]], check.attributes = FALSE)))) + results <- results[, which_alive] results_best <- results[, best] var_best <- var(results_best) which_test <- which(pvals < 1.0) @@ -281,30 +281,21 @@ aux.ttest <- function(results, alive, which_alive, conf.level, list(ranks = means, alive = alive, dropped.any = dropped_any, p.value = min(pvals)) } -table_hline <- function(widths) { - s <- "+" - for (w in widths) - s <- paste0(s, strrep("-", w), "+") - paste0(s, "\n") -} +table_hline <- function(widths) + paste0(collapse="+", c("",strrep("-", widths), "\n")) + +table_sprintf <- function(text, widths) + paste0(collapse="|", c("", sprintf("%*s",widths, text), "\n")) -table_sprint <- function(text, widths) { - s <- "|" - for (i in seq_along(text)) - s <- paste0(s, sprintf("%*s", widths[i], text[i]), "|") - paste0(s, "\n") -} .nocap_table_fields_width <- as.integer(c(1, 11, 11, 11, 16, 11, 8, 5, 4, 6)) .nocap_colum_names <- c(" ", "Instance", "Alive", "Best", "Mean best", "Exp so far", "W time", "rho", "KenW", "Qvar") .capping_table_fields_width <- as.integer(c(1, 11, 8, 11, 11, 16, 11, 8, 5, 4, 6)) .capping_colum_names <- c(" ", "Instance", "Bound", "Alive", "Best", "Mean best", "Exp so far", "W time", "rho", "KenW", "Qvar") -capping_hline <- table_hline(.capping_table_fields_width) -capping_header <- table_sprint(.capping_colum_names, .capping_table_fields_width) -nocap_hline <- table_hline(.nocap_table_fields_width) -nocap_header <- table_sprint(.nocap_colum_names, .nocap_table_fields_width) -race_common_header <- "# Markers: +.capping_hline <- table_hline(.capping_table_fields_width) +.nocap_hline <- table_hline(.nocap_table_fields_width) +.race_common_header <- "# Markers: x No test is performed. c Configurations are discarded only due to capping. - The test is performed and some configurations are discarded. @@ -312,41 +303,50 @@ race_common_header <- "# Markers: ! The test is performed and configurations could be discarded but elite configurations are preserved. . All alive configurations are elite and nothing is discarded.\n\n" +.nocap_header <- paste0(.race_common_header, .nocap_hline, + table_sprintf(.nocap_colum_names, .nocap_table_fields_width), .nocap_hline) +.capping_header <- paste0(.race_common_header, .capping_hline, + table_sprintf(.capping_colum_names, .capping_table_fields_width), .capping_hline) + race_print_header_nocap <- function() - cat(sep = "", race_common_header, nocap_hline, nocap_header, nocap_hline) + cat(sep = "", .nocap_header) race_print_header_cap <- function() - cat(sep = "", race_common_header, capping_hline, capping_header, capping_hline) + cat(sep = "", .capping_header) + +elapsed_wctime_str <- function(now, start) { + if (now <= start) return("00:00:00") + elapsed <- difftime(now, start, units = "secs") + # FIXME: Maybe better and faster if we only print seconds? + format(.POSIXct(elapsed, tz="GMT"), "%H:%M:%S") +} race_print_task <- function(res.symb, Results, instance, current_task, - alive, + which_alive, id_best, best, experiments_used, start_time, bound, capping) { - elapsed_wctime_str <- function(now, start) { - if (now <= start) return("00:00:00") - elapsed <- difftime(now, start, units = "secs") - # FIXME: Maybe better and faster if we only print seconds? - format(.POSIXct(elapsed, tz="GMT"), "%H:%M:%S") + cat(sprintf("|%s|%11d|", res.symb, instance)) + if (capping) { + if (is.null(bound)) + cat(" NA|") + else + cat(sprintf("%8.2f|", bound)) } # FIXME: This is the mean of the best, but perhaps it should # be the sum of ranks in the case of test == friedman? mean_best <- mean(Results[, best]) time_str <- elapsed_wctime_str(Sys.time(), start_time) - cat(sprintf("|%s|%11d|", res.symb, instance)) - if (capping) { - if (is.null(bound)) cat(" NA|") else cat(sprintf("%8.2f|", bound)) - } cat(sprintf(paste0("%11d|%11d|", .irace.format.perf, "|%11d|%s"), - sum(alive), id_best, mean_best, experiments_used, time_str)) + length(which_alive), id_best, mean_best, experiments_used, time_str)) - if (current_task > 1L && sum(alive) > 1L) { - res <- Results[seq_len(current_task), alive, drop = FALSE] + if (current_task > 1L && length(which_alive) > 1L) { + res <- Results[, which_alive, drop = FALSE] conc <- concordance(res) qvar <- dataVariance(res) # FIXME: We would like to use %+#4.2f but this causes problems with @@ -361,7 +361,7 @@ race_print_footer <- function(bestconf, mean_best, break_msg, debug_level, cappi old_best_id) { cat(sep = "", - if (capping) capping_hline else nocap_hline, + if (capping) .capping_hline else .nocap_hline, if (debug_level >= 1L) paste0("# Stopped because ", break_msg, "\n"), if (!is.null(old_best_id)) paste0("Best configuration for the instances in this race: ", old_best_id, "\n"), sprintf("Best-so-far configuration: %11d", bestconf[[".ID."]][1L]), @@ -389,7 +389,7 @@ executionBound <- function(data, type = "median") # This should never happen because the data used to obtain the execution # bound should be complete, that is, the bounding configurations should have # been executed on all previous instances. - irace_assert (all(!is.na(data))) + irace_assert (!anyNA(data)) colmeans <- colMeans2(data) bound <- switch (type, median = median(colmeans), @@ -409,7 +409,7 @@ executionBound <- function(data, type = "median") ## best: bound based on the best time instanceBound <- function(data, type="median") { - irace_assert (all(!is.na(data))) + irace_assert (!anyNA(data)) switch (type, median = median(data), mean = mean(data), @@ -426,9 +426,9 @@ instanceBound <- function(data, type="median") ## eps: constant added to the bound to account for the measuring precision dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) { - irace_assert(sum(alive) >= minSurvival) which_alive <- which(alive) - cmeans <- colMeans2(results[, alive, drop = FALSE]) + irace_assert(length(which_alive) >= minSurvival) + cmeans <- colMeans2(results, cols = which_alive, useNames = FALSE) irace_assert(!all(is.na(cmeans))) # Only NA values when calculating mean for dominance. # When there are no protected elites left, select the best configurations to @@ -436,7 +436,7 @@ dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) # would be to disable dom_elim when elites == 0. if (length(elites) == 0L) { # In the case we have only two alive configurations only one can be elite. - if (sum(alive) <= 2L) + if (length(which_alive) <= 2L) elites <- which_alive[which.min(cmeans)] else elites <- which_alive[order(cmeans, na.last = TRUE, decreasing = FALSE)[seq_len(minSurvival)]] @@ -444,7 +444,7 @@ dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) bound <- executionBound(results[, elites, drop = FALSE], type = scenario$cappingType) alive[which_alive] <- ((bound + eps) >= cmeans) - return(alive) + alive } ## This function applies PARX (X=boundPar) to all experiments @@ -454,7 +454,7 @@ applyPAR <- function(results, boundMax, boundPar) # We do not want to change Inf or -Inf because those represent rejection. if (boundPar != 1) results[is.finite(results) & results >= boundMax] <- boundMax * boundPar - return(results) + results } ## This function calculates the execution time allowed for the executions @@ -494,7 +494,7 @@ final_execution_bound <- function(experimentsTime, elites, current_task, type = scenario$cappingType) elite_bound <- min(elite_bound, boundMax) total_time <- (current_task * elite_bound) + minMeasurableTime - final_bounds_exe <- total_time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE) + final_bounds_exe <- total_time - colSums2(experimentsTime, rows = seq_len(current_task), cols = which_exe, na.rm = TRUE, useNames = FALSE) # There are cases in which a small negative budget is used. For example: # assuming candidates 1 and 2 are elite: # maxBound <- 80 @@ -529,11 +529,11 @@ overall_ranks <- function(x, test) if (ncol(x) == 1L) return(1L) ninstances <- colSums2(!is.na(x)) - uniq.ninstances <- sort(unique(ninstances), decreasing = TRUE) - last.r <- 0L + uniq_ninstances <- sort(unique(ninstances), decreasing = TRUE) + last_r <- 0L ranks <- rep_len(Inf, ncol(x)) # Iterate from the largest to the lowest number of instances. - for (k in uniq.ninstances) { + for (k in uniq_ninstances) { confs <- which(ninstances == k) irace_assert(all(is.infinite(ranks[confs]))) r <- 1L @@ -541,11 +541,10 @@ overall_ranks <- function(x, test) # Select only non-NA rows y <- x[, confs, drop = FALSE] y <- y[complete.cases(y), , drop = FALSE] - irace_assert(!any(is.na(y))) r <- get_ranks(y, test = test) } - r <- r + last.r - last.r <- max(r) + r <- r + last_r + last_r <- max(r) ranks[confs] <- r } ranks @@ -659,7 +658,7 @@ elitist_race <- function(race_state, maxExp, irace_assert(!anyDuplicated(race_instances)) irace_assert(identical(sort(race_instances), seq_along(race_instances))) - no.tasks <- length(race_instances) + nb_tasks <- length(race_instances) # Initialize some variables... experiments_used <- 0L @@ -795,11 +794,11 @@ elitist_race <- function(race_state, maxExp, # Start main loop. break_msg <- NULL best <- NA_integer_ - for (current_task in seq_len(no.tasks)) { - which_alive <- which(alive) - nbAlive <- length(which_alive) - which_exe <- which_alive + which_alive <- which(alive) + nb_alive <- length(which_alive) + for (current_task in seq_len(nb_tasks)) { + which_exe <- which_alive if (elitist && any(is_elite > 0L)) { # Filter configurations that do not need to be executed (elites). # This is valid only for previous iteration instances. @@ -816,11 +815,11 @@ elitist_race <- function(race_state, maxExp, ## there a reason to continue? if (current_task == 1L) { # We may reach this point in the first iteration so we need to calculate best. - if (sum(alive) == 1L) { + if (nb_alive == 1L) { best <- which_alive } else { tmpResults <- Results[1L, which_alive, drop = FALSE] - irace_assert(!any(is.na(tmpResults))) + irace_assert(!anyNA(tmpResults)) # which.min returns only the first minimum. best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] } @@ -833,7 +832,7 @@ elitist_race <- function(race_state, maxExp, id_best <- configurations[[".ID."]][best] print_task(".", Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], - current_task, alive = alive, + current_task, which_alive = which_alive, id_best = id_best, best = best, experiments_used, start_time = Sys.time(), # FIXME: Why do we pass NA as bound? Why not pass the actual bound if any? @@ -842,35 +841,34 @@ elitist_race <- function(race_state, maxExp, } } - # We stop when we have less configurations than required. - if (nbAlive <= minSurvival && all_elite_instances_evaluated()) { - # Stop race if we have less or equal than the minimum number of - # configurations. - break_msg <- paste0("number of alive configurations (", nbAlive, - ") <= minimum number of configurations (", - minSurvival, ")") - break - } - ## We continue running if (1) we have not reached the firstTest or (2) - ## there are instances previously seen that have not been evaluated on any - ## alive configuration. If we just did a test, check that we have enough - ## budget to reach the next test. - # FIXME: In post-selection racing, we want to consume all budget, so we - # should discard configurations until we have 2. - if (current_task > firstTest && ( (current_task - 1L) %% eachTest) == 0L - && experiments_used + length(which_exe) * eachTest > maxExp - && all_elite_instances_evaluated()) { - break_msg <- paste0("experiments for next test (", - experiments_used + length(which_exe) * eachTest, - ") > max experiments (", maxExp, ")") - break - } + if (all_elite_instances_evaluated()) { + # We stop when we have less configurations than required. + if (nb_alive <= minSurvival) { + # Stop race if we have less or equal than the minimum number of + # configurations. + break_msg <- paste0("number of alive configurations (", nb_alive, + ") <= minimum number of configurations (", minSurvival, ")") + break + } + ## We continue running if (1) we have not reached the firstTest or (2) + ## there are instances previously seen that have not been evaluated on any + ## alive configuration. If we just did a test, check that we have enough + ## budget to reach the next test. + # FIXME: In post-selection racing, we want to consume all budget, so we + # should discard configurations until we have 2. + if (current_task > firstTest && ( (current_task - 1L) %% eachTest) == 0L + && experiments_used + length(which_exe) * eachTest > maxExp) { + break_msg <- paste0("experiments for next test (", + experiments_used + length(which_exe) * eachTest, + ") > max experiments (", maxExp, ")") + break + } - if (elitist && scenario$elitistLimit != 0L && no_elimination >= scenario$elitistLimit - && all_elite_instances_evaluated()) { - break_msg <- paste0("tests without elimination (", no_elimination, - ") >= elitistLimit (", scenario$elitistLimit, ")") - break + if (elitist && scenario$elitistLimit != 0L && no_elimination >= scenario$elitistLimit) { + break_msg <- paste0("tests without elimination (", no_elimination, + ") >= elitistLimit (", scenario$elitistLimit, ")") + break + } } if (nrow(Results) < current_task) { @@ -908,7 +906,7 @@ elitist_race <- function(race_state, maxExp, # We remove elite configurations that are rejected given that # is not possible to calculate the bounds - rejected <- is.infinite(Results[current_task, which_elite_exe]) + rejected <- is.infinite(output[["cost"]]) if (any(rejected)) { irace_note("Immediately rejected configurations: ", paste0(configurations[[".ID."]][which_elite_exe[rejected]], @@ -924,7 +922,7 @@ elitist_race <- function(race_state, maxExp, irace_error("All configurations have been immediately rejected (all of them returned Inf) !") } which_alive <- which(alive) - nbAlive <- length(which_alive) + nb_alive <- length(which_alive) elite_safe <- update_elite_safe(Results, is_elite) } which_exe <- setdiff(which_exe, which_elite_exe) @@ -933,11 +931,11 @@ elitist_race <- function(race_state, maxExp, is_elite <- update_is_elite(is_elite, which_elite_exe) if (current_task == 1L) { # We may reach this point in the first iteration so we need to calculate best. - if (sum(alive) == 1L) { + if (nb_alive == 1L) { best <- which_alive } else { - tmpResults <- Results[1, which_alive, drop = FALSE] - irace_assert(!any(is.na(tmpResults))) + tmpResults <- Results[1L, which_alive, drop = FALSE] + irace_assert(!anyNA(tmpResults)) # which.min returns only the first minimum. best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] } @@ -950,7 +948,7 @@ elitist_race <- function(race_state, maxExp, id_best <- configurations[[".ID."]][best] print_task(".", Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], - current_task, alive = alive, + current_task, which_alive = which_alive, id_best = id_best, best = best, experiments_used, start_time = start_time, # FIXME: Why do we pass NA as bound? Why not pass the actual bound if any? @@ -1013,6 +1011,7 @@ elitist_race <- function(race_state, maxExp, ## Drop bad configurations. ## Infinite values denote immediate rejection of a configuration. + # FIXME: Should this be which_has_cost? rejected <- is.infinite(Results[current_task, which_exe]) if (any(rejected)) { irace_note ("Immediately rejected configurations: ", @@ -1029,7 +1028,7 @@ elitist_race <- function(race_state, maxExp, irace_error("All configurations have been immediately rejected (all of them returned Inf) !") } which_alive <- which(alive) - nbAlive <- length(which_alive) + nb_alive <- length(which_alive) # FIXME: Should we stop if (nbAlive <= minSurvival) ??? elite_safe <- update_elite_safe(Results, is_elite) } @@ -1037,31 +1036,31 @@ elitist_race <- function(race_state, maxExp, irace_assert(!any(is.infinite(Results[, alive, drop=FALSE]))) # Variables required to produce output of elimination test. - cap.done <- FALSE # if dominance elimination was performed + cap_done <- FALSE # if dominance elimination was performed test.done <- FALSE # if statistical test elimination was performed - cap.dropped <- FALSE # if capping has drop any configuration + cap_dropped <- FALSE # if capping has drop any configuration test.dropped <- FALSE # if any candidates has been eliminated by testing - cap.alive <- test.alive <- alive + cap_alive <- test.alive <- alive ## Dominance elimination (Capping only). # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. - if (capping && sum(alive) > minSurvival && (current_task %% blockSize) == 0L) { + if (capping && nb_alive > minSurvival && (current_task %% blockSize) == 0L) { irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) - cap.alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], + cap_alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], # Get current elite configurations. elites = which(is_elite > 0L), alive, scenario, minSurvival) - cap.dropped <- sum(alive) > sum(cap.alive) - cap.done <- TRUE + cap_dropped <- nb_alive > sum(cap_alive) + cap_done <- TRUE } # We assume that firstTest is a multiple of eachTest. In any # case, this will only do the first test after the first multiple # of eachTest that is larger than firstTest. if (current_task >= firstTest && (current_task %% eachTest) == 0L - && nbAlive > 1L) { - irace_assert(sum(alive) == nbAlive) + && nb_alive > 1L) { + irace_assert(sum(alive) == nb_alive) test.res <- switch(stat.test, friedman = aux_friedman(Results[seq_len(current_task), ], alive, which_alive, conf.level), @@ -1071,13 +1070,14 @@ elitist_race <- function(race_state, maxExp, race_ranks <- test.res$ranks test.alive <- test.res$alive - test.dropped <- sum(alive) > sum(test.alive) + test.dropped <- nb_alive > sum(test.alive) test.done <- TRUE } # Merge the result of both eliminations. - prev.sum.alive <- sum(alive) - alive <- cap.alive & test.alive + prev_nb_alive <- nb_alive + prev_which_alive <- which_alive + alive <- cap_alive & test.alive # Handle elites when elimination is performed. The elite configurations # can be removed only when they have no more previously-executed instances. @@ -1092,46 +1092,45 @@ elitist_race <- function(race_state, maxExp, if (capping && !any(alive)) { if (scenario$debugLevel >= 2L) { irace_warning("Elimination tests have eliminated all configurations, keeping the capping results.\n") - irace_note("Alive according to capping:", which(cap.alive), "\n") + irace_note("Alive according to capping:", which(cap_alive), "\n") irace_note("Alive according to test:", which(test.alive), "\n") } - alive <- cap.alive + alive <- cap_alive } - + which_alive <- which(alive) + nb_alive <- length(which_alive) # Output the result of the elimination test. - res.symb <- if (cap.dropped && !test.dropped && prev.sum.alive != sum(alive)) { + res.symb <- if (cap_dropped && !test.dropped && prev_nb_alive != nb_alive) { "c" # Removed just by capping. - } else if (cap.dropped || test.dropped) { - if (prev.sum.alive != sum(alive)) "-" else "!" - } else if (cap.done || test.done) "=" else "x" + } else if (cap_dropped || test.dropped) { + if (prev_nb_alive != nb_alive) "-" else "!" + } else if (cap_done || test.done) "=" else "x" # Rank alive configurations: order all configurations (eliminated or not) # LESLIE: we have to make the ranking outside: we can have configurations eliminated by capping # that are not eliminated by the test. # MANUEL: I don't understand the above comment. - if (length(which_alive) == 1L) { + if (length(prev_which_alive) == 1L) { race_ranks <- 1L - best <- which_alive + best <- prev_which_alive } else { - tmpResults <- Results[seq_len(current_task), which_alive, drop = FALSE] - irace_assert(!any(is.na(tmpResults))) + tmpResults <- Results[seq_len(current_task), prev_which_alive, drop = FALSE] + irace_assert(!anyNA(tmpResults)) race_ranks <- get_ranks(tmpResults, test = stat.test) # which.min() returns only the first minimum. - best <- which_alive[which.min(race_ranks)] + best <- prev_which_alive[which.min(race_ranks)] } - irace_assert(best == which_alive[order(race_ranks)][1L]) - irace_assert(length(race_ranks) == length(which_alive)) + irace_assert(best == prev_which_alive[order(race_ranks)][1L]) + irace_assert(length(race_ranks) == length(prev_which_alive)) - prev_alive <- which_alive - which_alive <- which(alive) # Remove the ranks of those that are not alive anymore race_ranks <- race_ranks[which_alive] - irace_assert(length(race_ranks) == sum(alive)) + irace_assert(length(race_ranks) == nb_alive) id_best <- configurations[[".ID."]][best] print_task(res.symb, Results[seq_len(current_task), , drop = FALSE], race_instances[current_task], - current_task, alive = alive, + current_task, which_alive = which_alive, id_best = id_best, best = best, experiments_used, start_time = start_time, bound = elite_bound, capping) @@ -1140,17 +1139,13 @@ elitist_race <- function(race_state, maxExp, irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) if (!any(is_elite > 0L) && current_task > firstTest && (current_task %% eachTest) == 0L) { - if (length(which_alive) == length(prev_alive)) { - no_elimination <- no_elimination + 1L - } else { - no_elimination <- 0L - } + no_elimination <- if (nb_alive == prev_nb_alive) no_elimination + 1L else 0L } } } if (is.null(break_msg)) - break_msg <- paste0("all instances (", no.tasks, ") evaluated") + break_msg <- paste0("all instances (", nb_tasks, ") evaluated") # Adding this given that when ncandidates = minsurvival+1 # and there one elite configuration that gets discarded in the new instances @@ -1201,7 +1196,6 @@ elitist_race <- function(race_state, maxExp, race_state$update_rejected(rejected_ids, configurations) ) # Only return alive ones. - nbAlive <- sum(alive) configurations <- configurations[alive, , drop=FALSE] irace_assert(all(configurations[[".ID."]] %not_in% rejected_ids)) # No rejected is alive. # Assign the proper ranks in the configurations data.frame. From a0529f3342add9b5039bf9615ecd268bfcd60478 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 3 Jan 2025 22:03:16 +0000 Subject: [PATCH 091/127] * R/irace.R: firstTest is multiplied by blockSize. --- R/irace.R | 140 +++++++++++++++++++++++++++--------------------------- 1 file changed, 70 insertions(+), 70 deletions(-) diff --git a/R/irace.R b/R/irace.R index c1123452..793d37c3 100644 --- a/R/irace.R +++ b/R/irace.R @@ -44,11 +44,11 @@ numeric.configurations.equal <- function(x, configurations, parameters, threshol for (i in seq_along(param.names)) { pname <- param.names[i] param <- parameters$get(pname) - + is_dep <- param[["is_dependent"]] x_domain <- if (is_dep) getDependentBound(param, x) else param[["domain"]] x_range <- x_domain[[2L]] - x_domain[[1L]] - + X <- x[[pname]] # FIXME: Since at the end we select a subset of configurations, we could use selected here. y <- configurations[[pname]] @@ -60,7 +60,7 @@ numeric.configurations.equal <- function(x, configurations, parameters, threshol if (is.na (X) && is.na(Y)) { # Both NA, just ignore this pname next } else if (xor(is.na (X), is.na(Y))) { # Distance is 1.0, so not equal - isSimilar[j,i] <- FALSE + isSimilar[j,i] <- FALSE } else { # FIXME: Why is this updating d[j]? It seems that if the difference is # large for one configuration, then it will be assumed to be large for @@ -87,7 +87,7 @@ numeric.configurations.equal <- function(x, configurations, parameters, threshol selected <- selected[index] if (nrow(isSimilar) == 0L) break } - + if (length(selected) == 0L) return(NULL) c(x[[".ID."]], configurations[selected,".ID."]) @@ -119,7 +119,7 @@ similarConfigurations <- function(configurations, parameters, threshold) if (nbCater > 0) { ## Build a vector with the categorical appended together in a string strings <- do.call(paste, c(configurations[, vecCat, drop=FALSE], sep = " ; ")) - + if (nbNumer != 0) configurations <- configurations[, c(".ID.", vecNum)] ord.strings <- order(strings) configurations <- configurations[ord.strings, ] @@ -127,24 +127,24 @@ similarConfigurations <- function(configurations, parameters, threshold) ## keep similar (index i == true means is the same as i + 1) similarIdx <- strings[-length(strings)] == strings[-1] - + ## Now let's get just a FALSE if we remove it, TRUE otherwise: keepIdx <- c(similarIdx[1], (similarIdx[-1] | similarIdx[-length(similarIdx)]), similarIdx[length(similarIdx)]) - + ## filtering them out: configurations <- configurations [keepIdx, , drop=FALSE] ## filtering their strings out (to use them to define blocks): strings <- strings[keepIdx] - + ## if everything is already filtered out, return if (nrow(configurations) == 0) { if (debug.level >= 1) cat(" DONE\n") return(NULL) } } - + ### Numerical parameters within blocks of the same string ### if (nbNumer > 0) { similar <- c() @@ -189,7 +189,7 @@ similarConfigurations <- function(configurations, parameters, threshold) similar <- unique(similar) configurations <- configurations[configurations[[".ID."]] %in% similar, ] } - + if (debug.level >= 1) cat(" DONE\n") if (nrow(configurations) == 0L) return(NULL) configurations[[".ID."]] @@ -207,7 +207,7 @@ computeComputationalBudget <- function(remainingBudget, indexIteration, ## The number of configurations computeNbConfigurations <- function(currentBudget, indexIteration, mu, eachTest, blockSize, - nElites = 0L, nOldInstances = 0L, newInstances = 0L, + nElites = 0L, nOldInstances = 0L, newInstances = 0L, maxConfigurations = 1024L) { # FIXME: This is slightly incorrect, because we may have elites that have not @@ -231,7 +231,7 @@ computeMinimumBudget <- function(scenario, minSurvival, nbIterations, elitist_ne eachTest <- blockSize * scenario$eachTest Tnew <- elitist_new_instances mu <- scenario$mu - + # This is computed from the default formulas as follows: # B_1 = B / I # B_2 = B - (B/I) / (I - 1) = B / I @@ -251,7 +251,7 @@ computeMinimumBudget <- function(scenario, minSurvival, nbIterations, elitist_ne # with a smaller budget. However, the exact formula requires computing B_i # taking into account the floor() function, which is not obvious. - minimumBudget <- (minSurvival + 1L) * nbIterations + minimumBudget <- (minSurvival + 1L) * nbIterations # We need to compute T_i: if (scenario$elitist) { @@ -354,14 +354,14 @@ do_experiments <- function(race_state, configurations, ninstances, scenario, ite instances <- seq_len(ninstances) output <- race_wrapper_helper(race_state = race_state, configurations = configurations, - instance_idx = instances, + instance_idx = instances, bounds = rep(scenario$boundMax, nrow(configurations)), is_exe = rep_len(TRUE, nrow(configurations) * ninstances), scenario = scenario) - + set(output, j = "iteration", value = iteration) Results <- race_state$update_experiment_log(output, instances = instances, scenario = scenario) - + rejected_ids <- configurations[[".ID."]][colAnys(is.infinite(Results))] scenario$parameters$forbid_configurations( race_state$update_rejected(rejected_ids, configurations) @@ -373,7 +373,7 @@ do_experiments <- function(race_state, configurations, ninstances, scenario, ite allConfigurationsInit <- function(scenario) { initConfigurations <- scenario$initConfigurations - + confs_from_file <- NULL if (!is.null.or.empty(scenario$configurationsFile)) { confs_from_file <- readConfigurationsFile(scenario$configurationsFile, @@ -389,7 +389,7 @@ allConfigurationsInit <- function(scenario) } else { initConfigurations <- confs_from_file } - + if (!is.null.or.empty(initConfigurations)) { allConfigurations <- cbind(.ID. = seq_nrow(initConfigurations), initConfigurations, .PARENT. = NA_integer_) @@ -450,14 +450,14 @@ extractElites <- function(configurations, nbElites, debugLevel) #' The execution of this function is reproducible under some conditions. See #' the FAQ section in the [User #' Guide](https://cran.r-project.org/package=irace/vignettes/irace-package.pdf). -#' +#' #' @inheritParams defaultScenario #' #' @template return_irace #' #' @examples #' \dontrun{ -#' # In general, there are three steps: +#' # In general, there are three steps: #' scenario <- readScenario(filename = "scenario.txt") #' irace(scenario = scenario) #' } @@ -484,10 +484,10 @@ extractElites <- function(configurations, nbElites, debugLevel) #' f_rastrigin <- function (x) { #' sum(x * x - 10 * cos(2 * pi * x) + 10) #' } -#' +#' #' ## We generate 20 instances (in this case, weights): #' weights <- rnorm(20, mean = 0.9, sd = 0.02) -#' +#' #' ## On this set of instances, we are interested in optimizing two #' ## parameters of the SANN algorithm: tmax and temp. We setup the #' ## parameter space as follows: @@ -497,7 +497,7 @@ extractElites <- function(configurations, nbElites, debugLevel) #' ' #' ## We use the irace function readParameters to read this table: #' parameters <- readParameters(text = parameters_table) -#' +#' #' ## Next, we define the function that will evaluate each candidate #' ## configuration on a single instance. For simplicity, we restrict to #' ## three-dimensional functions and we set the maximum number of @@ -506,7 +506,7 @@ extractElites <- function(configurations, nbElites, debugLevel) #' { #' instance <- experiment$instance #' configuration <- experiment$configuration -#' +#' #' D <- 3 #' par <- runif(D, min=-1, max=1) #' fn <- function(x) { @@ -530,7 +530,7 @@ extractElites <- function(configurations, nbElites, debugLevel) #' ## external program or function. #' return(list(cost = res$value)) #' } -#' +#' #' ## We define a configuration scenario by setting targetRunner to the #' ## function define above, instances to the first 10 random weights, and #' ## a maximum budget of 'maxExperiments' calls to targetRunner. @@ -540,20 +540,20 @@ extractElites <- function(configurations, nbElites, debugLevel) #' # Do not create a logFile #' logFile = "", #' parameters = parameters) -#' +#' #' ## We check that the scenario is valid. This will also try to execute #' ## target_runner. #' checkIraceScenario(scenario) -#' +#' #' \donttest{ #' ## We are now ready to launch irace. We do it by means of the irace #' ## function. The function will print information about its #' ## progress. This may require a few minutes, so it is not run by default. #' tuned_confs <- irace(scenario = scenario) -#' +#' #' ## We can print the best configurations found by irace as follows: #' configurations_print(tuned_confs) -#' +#' #' ## We can evaluate the quality of the best configuration found by #' ## irace versus the default configuration of the SANN algorithm on #' ## the other 10 instances previously generated. @@ -572,11 +572,11 @@ extractElites <- function(configurations, nbElites, debugLevel) #' ## To do so, first we apply the default configuration of the SANN #' ## algorithm to these instances: #' default <- test(data.frame(tmax=10, temp=10)) -#' +#' #' ## We extract and apply the winning configuration found by irace #' ## to these instances: #' tuned <- test(removeConfigurationsMetaData(tuned_confs[1,])) -#' +#' #' ## Finally, we can compare using a boxplot the quality obtained with the #' ## default parametrization of SANN and the quality obtained with the #' ## best configuration found by irace. @@ -612,7 +612,7 @@ irace_common <- function(scenario, simple, output.width = 9999L) withr::local_options(op) printScenario (scenario) } - + elite_configurations <- irace_run(scenario = scenario) if (simple) return(elite_configurations) @@ -621,7 +621,7 @@ irace_common <- function(scenario, simple, output.width = 9999L) cat("# Best configurations (first number is the configuration ID;", " listed from best to worst according to the ", order_str, "):\n", sep = "") configurations_print(elite_configurations) - + cat("# Best configurations as commandlines (first number is the configuration ID;", " listed from best to worst according to the ", order_str, "):\n", sep = "") configurations_print_command (elite_configurations, scenario$parameters) } @@ -638,7 +638,7 @@ irace_run <- function(scenario) irace_note ("Recovering from file: '", scenario$recoveryFile,"'\n") race_state <- recoverFromFile(scenario$recoveryFile, scenario = scenario) } - + quiet <- scenario$quiet catInfo <- if (quiet) do_nothing else function(..., verbose = TRUE) { irace_note (..., "\n") @@ -682,7 +682,7 @@ irace_run <- function(scenario) allConfigurations <- allConfigurationsInit(scenario) irace_assert(is.integer(allConfigurations[[".ID."]])) nbUserConfigurations <- nrow(allConfigurations) - + # To save the logs iraceResults <- list( scenario = scenario, @@ -693,19 +693,19 @@ irace_run <- function(scenario) model <- NULL nbConfigurations <- 0L elite_configurations <- data.frame(stringsAsFactors=FALSE) - + nbIterations <- if (scenario$nbIterations == 0) computeNbIterations(scenario$parameters$nbVariable) else scenario$nbIterations nbIterations <- floor(nbIterations) - + minSurvival <- if (scenario$minNbSurvival == 0) computeTerminationOfRace(scenario$parameters$nbVariable) else scenario$minNbSurvival minSurvival <- floor(minSurvival) # FIXME: Do this initialization within race_state. race_state$minSurvival <- minSurvival - + # Generate initial instance + seed list generateInstances(race_state, scenario, n = if (scenario$maxExperiments != 0) ceiling(scenario$maxExperiments / minSurvival) @@ -713,11 +713,11 @@ irace_run <- function(scenario) indexIteration <- 1L experimentsUsed <- 0L timeUsed <- 0 - boundEstimate <- NA - + boundEstimate <- NA + race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) - + if (scenario$maxTime == 0) { if (is.na(scenario$minExperiments)) { remainingBudget <- scenario$maxExperiments @@ -732,11 +732,11 @@ irace_run <- function(scenario) ## fine. If a larger number of instances is used, it would prevent ## discarding these configurations. # Get the number of instances to be used. - ninstances <- round_to_next_multiple(scenario$firstTest, scenario$blockSize) + ninstances <- scenario$firstTest * scenario$blockSize estimationTime <- ceiling(scenario$maxTime * scenario$budgetEstimation) irace_note("Estimating execution time using ", 100 * scenario$budgetEstimation, "% of ", scenario$maxTime, " = ", estimationTime, "\n") - + # Estimate the number of configurations to be used nconfigurations <- max(2L, floor(scenario$parallel / ninstances)) next_configuration <- 1L @@ -750,7 +750,7 @@ irace_run <- function(scenario) scenario$boundMax <- boundEstimate } } - + repeat { # Sample new configurations if needed if (nrow(allConfigurations) < nconfigurations) { @@ -778,14 +778,14 @@ irace_run <- function(scenario) iraceResults$experiments <- merge_matrix(iraceResults$experiments, experiments) rownames(iraceResults$experiments) <- seq_nrow(iraceResults$experiments) # For the used time, we count the time reported in all configurations - # including rejected ones. + # including rejected ones. timeUsed <- sum(race_state$experiment_log[["time"]], na.rm = TRUE) experimentsUsed <- nrow(race_state$experiment_log) # User should return time zero for rejected_ids. boundEstimate <- timeUsed / experimentsUsed boundEstimate <- max(ceiling_digits(boundEstimate, scenario$boundDigits), scenario$minMeasurableTime) next_configuration <- nconfigurations + 1L - + # Calculate how many new configurations: # 1. We do not want to overrun estimationTime new_conf <- floor(((estimationTime - timeUsed) / boundEstimate) / ninstances) @@ -797,11 +797,11 @@ irace_run <- function(scenario) else nconfigurations <- min(1024L, nconfigurations + new_conf) } # end of repeat - + if (length(race_state$rejected_ids)) irace_note ("Immediately rejected configurations: ", paste0(race_state$rejected_ids, collapse = ", ") , "\n") - + # Update budget remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) elite_configurations <- allConfigurations[allConfigurations[[".ID."]] %not_in% race_state$rejected_ids, , drop = FALSE] @@ -824,14 +824,14 @@ irace_run <- function(scenario) scenario$boundMax <- 2 * boundEstimate } } # end of time estimation - + # Compute the total initial budget, that is, the maximum number of # experiments that we can perform. currentBudget <- if (scenario$nbExperimentsPerIteration == 0L) computeComputationalBudget(remainingBudget, indexIteration, nbIterations) else scenario$nbExperimentsPerIteration - + # Check that the budget is enough. For the time estimation case we reduce # the number of iterations. warn_msg <- NULL @@ -839,7 +839,7 @@ irace_run <- function(scenario) boundEstimate, timeUsed, race_state$elitist_new_instances)) { if (is.null(warn_msg)) - warn_msg <- + warn_msg <- paste0("With the current settings and estimated time per run (", boundEstimate, ") irace will not have enough budget to execute the minimum", @@ -855,7 +855,7 @@ irace_run <- function(scenario) else minSurvival * 2L } if (!is.null(warn_msg)) irace_warning(warn_msg) - + catInfo("Initialization\n", if (scenario$elitist) paste0("# Elitist race\n", @@ -872,19 +872,19 @@ irace_run <- function(scenario) else paste0("# time budget: ", scenario$maxTime - timeUsed, "\n"), "# mu: ", scenario$mu, "\n", "# deterministic: ", scenario$deterministic, "\n", - - if (scenario$capping) + + if (scenario$capping) paste0("# capping: ", scenario$cappingType, "\n", - "# type bound: ", scenario$boundType, "\n", + "# type bound: ", scenario$boundType, "\n", "# boundMax: ", scenario$boundMax, "\n", - "# par bound: ", scenario$boundPar, "\n", + "# par bound: ", scenario$boundPar, "\n", "# bound digits: ", scenario$boundDigits, "\n") else if (!is.null(scenario$boundMax)) paste0("# boundMax: ", scenario$boundMax, "\n"), verbose = FALSE) blockSize <- scenario$blockSize - + repeat { # FIXME: We could directly use race_state$timeUsed everywhere. race_state$timeUsed <- timeUsed @@ -892,7 +892,7 @@ irace_run <- function(scenario) iraceResults$allConfigurations <- allConfigurations race_state$save_recovery(iraceResults, logfile = scenario$logFile) - + # With elitist=TRUE and without targetEvaluator we should never re-run the # same configuration on the same (instance,seed) pair. if (scenario$elitist) { @@ -924,7 +924,7 @@ irace_run <- function(scenario) currentBudget <- if (scenario$nbExperimentsPerIteration == 0L) computeComputationalBudget(remainingBudget, indexIteration, nbIterations) else scenario$nbExperimentsPerIteration - + # Compute the number of configurations for this race. if (scenario$elitist && !firstRace) { nbConfigurations <- @@ -963,7 +963,7 @@ irace_run <- function(scenario) nElites = 0L, nOldInstances = 0L, newInstances = 0L) } - + # If a value was given as a parameter, then this value limits the maximum, # but if we have budget only for less than this, then we have run out of # budget. @@ -981,7 +981,7 @@ irace_run <- function(scenario) return(irace_finish(iraceResults, scenario, reason = "Not enough budget to enforce the value of nbConfigurations")) } } - + # Stop if the number of configurations to test is NOT larger than the minimum. if (nbConfigurations <= minSurvival) { catInfo("Stopped because there is not enough budget left to race more than ", @@ -1004,10 +1004,10 @@ irace_run <- function(scenario) # the number of elites. catInfo("Stopped because ", "there is not enough budget left to race newly sampled configurations.") - #(number of elites + 1) * (mu + min(5, indexIteration)) > remainingBudget" + #(number of elites + 1) * (mu + min(5, indexIteration)) > remainingBudget" return(irace_finish(iraceResults, scenario, reason = "Not enough budget left to race newly sampled configurations")) } - + if (scenario$elitist) { # The non-elite have to run up to the first test. The elites consume # budget at most up to the new instances. @@ -1031,7 +1031,7 @@ irace_run <- function(scenario) "# currentBudget: ", currentBudget, "\n", "# nbConfigurations: ", nbConfigurations, verbose = FALSE) - + iraceResults$softRestart[indexIteration] <- FALSE # Sample for the first time. if (firstRace) { @@ -1060,7 +1060,7 @@ irace_run <- function(scenario) catInfo("Only ", nbConfigurations, " from the initial configurations will be used", verbose = FALSE) } - + # This is made only in case that the number of configurations used in # the time estimation is more than needed. if (nrow(elite_configurations) == nbConfigurations) { @@ -1070,7 +1070,7 @@ irace_run <- function(scenario) raceConfigurations <- raceConfigurations[seq_len(nbConfigurations), , drop = FALSE] } } # end of indexIteration == 1 - + } else { # How many new configurations should be sampled? nbNewConfigurations <- nbConfigurations - nrow(elite_configurations) @@ -1168,10 +1168,10 @@ irace_run <- function(scenario) use.names=TRUE) # Merge new results. iraceResults$experiments <- merge_matrix(iraceResults$experiments, raceResults$experiments) - + # Update remaining budget. experimentsUsed <- experimentsUsed + raceResults$experimentsUsed - if (scenario$maxTime > 0L) { + if (scenario$maxTime > 0L) { timeUsed <- timeUsed + sum(raceResults$experiment_log[["time"]], na.rm = TRUE) boundEstimate <- timeUsed / experimentsUsed remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) @@ -1195,14 +1195,14 @@ irace_run <- function(scenario) if (!quiet) configurations_print(elite_configurations, metadata = debugLevel >= 1L) iraceResults$iterationElites[indexIteration] <- elite_configurations[[".ID."]][1L] iraceResults$allElites[[indexIteration]] <- elite_configurations[[".ID."]] - + if (firstRace) { if (debugLevel >= 1L) irace_note("Initialise model\n") model <- initialiseModel(scenario$parameters, elite_configurations) if (debugLevel >= 2L) printModel (model) firstRace <- FALSE } - + if (debugLevel >= 1L) { irace_note("End of iteration ", indexIteration, "\n") if (debugLevel >= 3L) { From 5e676dcc6ac46c03959b1567937bdbb00cc31d77 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 3 Jan 2025 22:46:10 +0000 Subject: [PATCH 092/127] * .pre-commit-config.yaml (deps-in-desc): Ignore .Rnw files. --- .pre-commit-config.yaml | 1 + 1 file changed, 1 insertion(+) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 1c2d7b7b..b1d27112 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -6,6 +6,7 @@ repos: - id: no-browser-statement - id: no-debug-statement - id: deps-in-desc + exclude: '\.Rnw$' - repo: https://github.com/pre-commit/pre-commit-hooks rev: v5.0.0 hooks: From 41cb08b3fd24463371c0249f5f01715f61b09598 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 3 Jan 2025 22:46:17 +0000 Subject: [PATCH 093/127] blockSize multiplies elitistNewInstances. Document this behavior. --- NEWS.md | 3 + R/irace-options.R | 283 +++++++++++++++---------------- R/irace.R | 11 +- R/psRace.R | 10 +- R/race_state.R | 2 +- R/scenario.R | 94 +++++----- inst/templates/scenario.txt.tmpl | 5 +- man/defaultScenario.Rd | 2 +- man/irace.Rd | 6 +- man/irace_cmdline.Rd | 4 +- scripts/irace_options.json | 4 +- tests/testthat/test-blocksize.R | 10 +- vignettes/irace-package.Rnw | 26 +-- 13 files changed, 234 insertions(+), 226 deletions(-) diff --git a/NEWS.md b/NEWS.md index 783633ef..64208a61 100644 --- a/NEWS.md +++ b/NEWS.md @@ -8,6 +8,9 @@ version of irace cannot recover files generated by previous versions and vice versa. + * Now `blockSize` multiplies `elitistNewInstances`, which should ensure that + irace evaluates instances in blocks. + ## New features and improvements * When `targetRunner` or `targetEvaluator` are implemented in R, using random diff --git a/R/irace-options.R b/R/irace-options.R index f3477b1c..da7e7cab 100644 --- a/R/irace-options.R +++ b/R/irace-options.R @@ -4,151 +4,150 @@ # Types are b(oolean), i(nteger), s(tring), r(eal), p(ath), x (R object or no value) # FIXME: Add special type for R functions. # FIXME: For i and r add their domain. -.irace.params.def <- structure(list(name = c(".help", ".version", ".check", ".init", -".onlytest", "scenarioFile", "execDir", "parameterFile", "parameters", -"initConfigurations", "configurationsFile", "logFile", "recoveryFile", -"instances", "trainInstancesDir", "trainInstancesFile", "sampleInstances", -"testInstancesDir", "testInstancesFile", "testInstances", "testNbElites", -"testIterationElites", "testType", "firstTest", "blockSize", -"eachTest", "targetRunner", "targetRunnerLauncher", "targetCmdline", -"targetRunnerRetries", "targetRunnerTimeout", "targetRunnerData", -"targetRunnerParallel", "targetEvaluator", "deterministic", "maxExperiments", -"minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", -"parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", -"seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", -"minNbSurvival", "nbConfigurations", "mu", "confidence"), type = c("x", -"x", "x", "x", "p", "p", "p", "p", "x", "x", "p", "p", "p", "s", -"p", "p", "b", "p", "p", "x", "i", "b", "s", "i", "i", "i", "p", -"p", "s", "i", "i", "x", "x", "p", "b", "i", "i", "i", "r", "r", -"i", "b", "b", "s", "b", "i", "i", "b", "r", "b", "i", "i", "x", -"b", "s", "s", "i", "i", "i", "b", "b", "b", "i", "i", "i", "i", -"i", "r"), short = c("-h", "-v", "-c", "-i", "", "-s", "", "-p", -"", "", "", "-l", "", "", "", "", "", "", "", "", "", "", "", -"", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", -"", "", "", "", "", "-q", "", "", "", "", "-e", "", "", "", "", -"", "", "", "", "", "", "", "", "", "", "", "", "", ""), long = c("--help", -"--version", "--check", "--init", "--only-test", "--scenario", -"--exec-dir", "--parameter-file", "", "", "--configurations-file", -"--log-file", "--recovery-file", "", "--train-instances-dir", -"--train-instances-file", "--sample-instances", "--test-instances-dir", -"--test-instances-file", "", "--test-num-elites", "--test-iteration-elites", -"--test-type", "--first-test", "--block-size", "--each-test", -"--target-runner", "--target-runner-launcher", "--target-cmdline", -"--target-runner-retries", "--target-runner-timeout", "", "", -"--target-evaluator", "--deterministic", "--max-experiments", -"--min-experiments", "--max-time", "--budget-estimation", "--min-measurable-time", -"--parallel", "--load-balancing", "--mpi", "--batchmode", "--quiet", -"--debug-level", "--seed", "--soft-restart", "--soft-restart-threshold", -"--elitist", "--elitist-new-instances", "--elitist-limit", "", -"--capping", "--capping-type", "--bound-type", "--bound-max", -"--bound-digits", "--bound-par", "--bound-as-timeout", "--postselection", -"--aclib", "--iterations", "--experiments-per-iteration", "--min-survival", -"--num-configurations", "--mu", "--confidence"), default = c(NA, -NA, NA, "", "", "./scenario.txt", "./", "./parameters.txt", "", -"", "", "./irace.Rdata", "", "", "", "", "1", "", "", "", "1", -"0", "", "5", "1", "1", "./target-runner", "", "{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}", -"0", "0", "", "", "", "0", "0", NA, "0", "0.05", "0.01", "0", -"1", "0", "0", "0", "0", NA, "1", "1e-04", "1", "1", "2", "", -NA, "median", "candidate", "0", "0", "1", "1", "1", "0", "0", -"0", "0", "0", "5", "0.95"), domain = c(NA, NA, NA, NA, NA, NA, -NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, -"F-test,t-test,t-test-holm,t-test-bonferroni", NA, NA, NA, NA, -NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, -"sge,pbs,torque,slurm,htcondor", NA, NA, NA, NA, NA, NA, NA, -NA, NA, NA, "median,mean,worst,best", "instance,candidate", NA, -NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", -"Show irace package version.", "Check scenario.", "Initialize the working directory with template config files.", -"Only test the configurations given in the file passed as argument.", -"File that describes the configuration scenario setup and other irace settings.", -"Directory where the programs will be run.", "File that contains the description of the parameters of the target algorithm.", -"", "", "File that contains a table of initial configurations. If empty or `NULL`, all initial configurations are randomly generated.", -"File to save tuning results as an R dataset, either absolute path or relative to execDir.", -"Previously saved log file to recover the execution of `irace`, either absolute path or relative to the current directory. If empty or `NULL`, recovery is not performed.", -"", "Directory where training instances are located; either absolute path or relative to current directory. If no `trainInstancesFiles` is provided, all the files in `trainInstancesDir` will be listed as instances.", -"File that contains a list of training instances and optionally additional parameters for them. If `trainInstancesDir` is provided, `irace` will search for the files in this folder.", -"Randomly sample the training instances or use them in the order given.", -"Directory where testing instances are located, either absolute or relative to current directory.", -"File containing a list of test instances and optionally additional parameters for them.", -"", "Number of elite configurations returned by irace that will be tested if test instances are provided.", -"Enable/disable testing the elite configurations found at each iteration.", -"Statistical test used for elimination. The default value selects `t-test` if `capping` is enabled or `F-test`, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons).", -"Number of instances evaluated before the first elimination test. It must be a multiple of `eachTest`.", -"Number of training instances, that make up a `block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes.", -"Number of instances evaluated between elimination tests.", "Executable called for each configuration that executes the target algorithm to be tuned. See the templates and examples provided.", -"Executable that will be used to launch the target runner, when `targetRunner` cannot be executed directly (e.g., a Python script in Windows).", -"Command-line arguments provided to `targetRunner` (or `targetRunnerLauncher` if defined). The substrings `\\{configurationID\\}`, `\\{instanceID\\}`, `\\{seed\\}`, `\\{instance\\}`, and `\\{bound\\}` will be replaced by their corresponding values. The substring `\\{targetRunnerArgs\\}` will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring `\\{targetRunner\\}`, if present, will be replaced by the value of `targetRunner` (useful when using `targetRunnerLauncher`).", -"Number of times to retry a call to `targetRunner` if the call failed.", -"Timeout in seconds of any `targetRunner` call (only applies to `target-runner` executables not to R functions), ignored if 0.", -"Optional data passed to `targetRunner`. This is ignored by the default `targetRunner` function, but it may be used by custom `targetRunner` functions to pass persistent data around.", -"Optional R function to provide custom parallelization of `targetRunner`.", -"Optional script or R function that provides a numeric value for each configuration. See templates/target-evaluator.tmpl", -"If the target algorithm is deterministic, configurations will be evaluated only once per instance.", -"Maximum number of runs (invocations of `targetRunner`) that will be performed. It determines the maximum budget of experiments for the tuning.", -"Minimum number of runs (invocations of `targetRunner`) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and `minSurvival`.", -"Maximum total execution time for the executions of `targetRunner`. `targetRunner` must return two values: cost and time. This value and the one returned by `targetRunner` must use the same units (seconds, minutes, iterations, evaluations, ...).", -"Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when `maxTime` > 0", -"Minimum time unit that is still (significantly) measureable.", -"Number of calls to `targetRunner` to execute in parallel. Values `0` or `1` mean no parallelization.", -"Enable/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster.", -"Enable/disable MPI. Use `Rmpi` to execute `targetRunner` in parallel (parameter `parallel` is the number of slaves).", -"Specify how irace waits for jobs to finish when `targetRunner` submits jobs to a batch cluster: sge, pbs, torque, slurm or htcondor. `targetRunner` must submit jobs to the cluster using, for example, `qsub`.", -"Reduce the output generated by irace to a minimum.", "Debug level of the output of `irace`. Set this to 0 to silence all debug messages. Higher values provide more verbose debug messages.", -"Seed of the random number generator (by default, generate a random seed).", -"Enable/disable the soft restart strategy that avoids premature convergence of the probabilistic model.", -"Soft restart threshold value for numerical parameters.", "Enable/disable elitist irace.", -"Number of instances added to the execution list before previous instances in elitist irace.", -"In elitist irace, maximum number per race of elimination tests that do not eliminate a configuration. Use 0 for no limit.", -"User-defined R function that takes a configuration generated by irace and repairs it.", -"Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`.", -"Measure used to obtain the execution bound from the performance of the elite configurations: median, mean, worst, best.", -"Method to calculate the mean performance of elite configurations: candidate or instance.", -"Maximum execution bound for `targetRunner`. It must be specified when capping is enabled.", -"Precision used for calculating the execution time. It must be specified when capping is enabled.", -"Penalization constant for timed out executions (executions that reach `boundMax` execution time).", -"Replace the configuration cost of bounded executions with `boundMax`.", -"Perform a postselection race after the execution of irace to consume all remaining budget. Value 0 disables the postselection race.", -"Enable/disable AClib mode. This option enables compatibility with GenericWrapper4AC as targetRunner script.", -"Maximum number of iterations.", "Number of runs of the target algorithm per iteration.", -"Minimum number of configurations needed to continue the execution of each race (iteration).", -"Number of configurations to be sampled and evaluated at each iteration.", -"Parameter used to define the number of configurations sampled and evaluated at each iteration.", -"Confidence level for the elimination test.")), row.names = c(".help", -".version", ".check", ".init", ".onlytest", "scenarioFile", "execDir", -"parameterFile", "parameters", "initConfigurations", "configurationsFile", -"logFile", "recoveryFile", "instances", "trainInstancesDir", -"trainInstancesFile", "sampleInstances", "testInstancesDir", -"testInstancesFile", "testInstances", "testNbElites", "testIterationElites", -"testType", "firstTest", "blockSize", "eachTest", "targetRunner", -"targetRunnerLauncher", "targetCmdline", "targetRunnerRetries", -"targetRunnerTimeout", "targetRunnerData", "targetRunnerParallel", -"targetEvaluator", "deterministic", "maxExperiments", "minExperiments", -"maxTime", "budgetEstimation", "minMeasurableTime", "parallel", -"loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", "seed", -"softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +.irace.params.def <- structure(list(name = c(".help", ".version", ".check", ".init", +".onlytest", "scenarioFile", "execDir", "parameterFile", "parameters", +"initConfigurations", "configurationsFile", "logFile", "recoveryFile", +"instances", "trainInstancesDir", "trainInstancesFile", "sampleInstances", +"testInstancesDir", "testInstancesFile", "testInstances", "testNbElites", +"testIterationElites", "testType", "firstTest", "blockSize", +"eachTest", "targetRunner", "targetRunnerLauncher", "targetCmdline", +"targetRunnerRetries", "targetRunnerTimeout", "targetRunnerData", +"targetRunnerParallel", "targetEvaluator", "deterministic", "maxExperiments", +"minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", +"parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", +"seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", +"elitistLimit", "repairConfiguration", "capping", "cappingType", +"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", +"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +"minNbSurvival", "nbConfigurations", "mu", "confidence"), type = c("x", +"x", "x", "x", "p", "p", "p", "p", "x", "x", "p", "p", "p", "s", +"p", "p", "b", "p", "p", "x", "i", "b", "s", "i", "i", "i", "p", +"p", "s", "i", "i", "x", "x", "p", "b", "i", "i", "i", "r", "r", +"i", "b", "b", "s", "b", "i", "i", "b", "r", "b", "i", "i", "x", +"b", "s", "s", "i", "i", "i", "b", "b", "b", "i", "i", "i", "i", +"i", "r"), short = c("-h", "-v", "-c", "-i", "", "-s", "", "-p", +"", "", "", "-l", "", "", "", "", "", "", "", "", "", "", "", +"", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", +"", "", "", "", "", "-q", "", "", "", "", "-e", "", "", "", "", +"", "", "", "", "", "", "", "", "", "", "", "", "", ""), long = c("--help", +"--version", "--check", "--init", "--only-test", "--scenario", +"--exec-dir", "--parameter-file", "", "", "--configurations-file", +"--log-file", "--recovery-file", "", "--train-instances-dir", +"--train-instances-file", "--sample-instances", "--test-instances-dir", +"--test-instances-file", "", "--test-num-elites", "--test-iteration-elites", +"--test-type", "--first-test", "--block-size", "--each-test", +"--target-runner", "--target-runner-launcher", "--target-cmdline", +"--target-runner-retries", "--target-runner-timeout", "", "", +"--target-evaluator", "--deterministic", "--max-experiments", +"--min-experiments", "--max-time", "--budget-estimation", "--min-measurable-time", +"--parallel", "--load-balancing", "--mpi", "--batchmode", "--quiet", +"--debug-level", "--seed", "--soft-restart", "--soft-restart-threshold", +"--elitist", "--elitist-new-instances", "--elitist-limit", "", +"--capping", "--capping-type", "--bound-type", "--bound-max", +"--bound-digits", "--bound-par", "--bound-as-timeout", "--postselection", +"--aclib", "--iterations", "--experiments-per-iteration", "--min-survival", +"--num-configurations", "--mu", "--confidence"), default = c(NA, +NA, NA, "", "", "./scenario.txt", "./", "./parameters.txt", "", +"", "", "./irace.Rdata", "", "", "", "", "1", "", "", "", "1", +"0", "", "5", "1", "1", "./target-runner", "", "{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}", +"0", "0", "", "", "", "0", "0", NA, "0", "0.05", "0.01", "0", +"1", "0", "0", "0", "0", NA, "1", "1e-04", "1", "1", "2", "", +NA, "median", "candidate", "0", "0", "1", "1", "1", "0", "0", +"0", "0", "0", "5", "0.95"), domain = c(NA, NA, NA, NA, NA, NA, +NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, +"F-test,t-test,t-test-holm,t-test-bonferroni", NA, NA, NA, NA, +NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, +"sge,pbs,torque,slurm,htcondor", NA, NA, NA, NA, NA, NA, NA, +NA, NA, NA, "median,mean,worst,best", "instance,candidate", NA, +NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", +"Show irace package version.", "Check scenario.", "Initialize the working directory with template config files.", +"Only test the configurations given in the file passed as argument.", +"File that describes the configuration scenario setup and other irace settings.", +"Directory where the programs will be run.", "File that contains the description of the parameters of the target algorithm.", +"", "", "File that contains a table of initial configurations. If empty or `NULL`, all initial configurations are randomly generated.", +"File to save tuning results as an R dataset, either absolute path or relative to execDir.", +"Previously saved log file to recover the execution of `irace`, either absolute path or relative to the current directory. If empty or `NULL`, recovery is not performed.", +"", "Directory where training instances are located; either absolute path or relative to current directory. If no `trainInstancesFiles` is provided, all the files in `trainInstancesDir` will be listed as instances.", +"File that contains a list of training instances and optionally additional parameters for them. If `trainInstancesDir` is provided, `irace` will search for the files in this folder.", +"Randomly sample the training instances or use them in the order given.", +"Directory where testing instances are located, either absolute or relative to current directory.", +"File containing a list of test instances and optionally additional parameters for them.", +"", "Number of elite configurations returned by irace that will be tested if test instances are provided.", +"Enable/disable testing the elite configurations found at each iteration.", +"Statistical test used for elimination. The default value selects `t-test` if `capping` is enabled or `F-test`, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons).", +"Number of instances evaluated before the first elimination test. It must be a multiple of `eachTest`.", +"Number of training instances, that make up a `block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of `blockSize` will multiply `firstTest`, `eachTest` and `elitistNewInstances`.", +"Number of instances evaluated between elimination tests.", "Executable called for each configuration that executes the target algorithm to be tuned. See the templates and examples provided.", +"Executable that will be used to launch the target runner, when `targetRunner` cannot be executed directly (e.g., a Python script in Windows).", +"Command-line arguments provided to `targetRunner` (or `targetRunnerLauncher` if defined). The substrings `\\{configurationID\\}`, `\\{instanceID\\}`, `\\{seed\\}`, `\\{instance\\}`, and `\\{bound\\}` will be replaced by their corresponding values. The substring `\\{targetRunnerArgs\\}` will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring `\\{targetRunner\\}`, if present, will be replaced by the value of `targetRunner` (useful when using `targetRunnerLauncher`).", +"Number of times to retry a call to `targetRunner` if the call failed.", +"Timeout in seconds of any `targetRunner` call (only applies to `target-runner` executables not to R functions), ignored if 0.", +"Optional data passed to `targetRunner`. This is ignored by the default `targetRunner` function, but it may be used by custom `targetRunner` functions to pass persistent data around.", +"Optional R function to provide custom parallelization of `targetRunner`.", +"Optional script or R function that provides a numeric value for each configuration. See templates/target-evaluator.tmpl", +"If the target algorithm is deterministic, configurations will be evaluated only once per instance.", +"Maximum number of runs (invocations of `targetRunner`) that will be performed. It determines the maximum budget of experiments for the tuning.", +"Minimum number of runs (invocations of `targetRunner`) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and `minSurvival`.", +"Maximum total execution time for the executions of `targetRunner`. `targetRunner` must return two values: cost and time. This value and the one returned by `targetRunner` must use the same units (seconds, minutes, iterations, evaluations, ...).", +"Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when `maxTime` > 0", +"Minimum time unit that is still (significantly) measureable.", +"Number of calls to `targetRunner` to execute in parallel. Values `0` or `1` mean no parallelization.", +"Enable/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster.", +"Enable/disable MPI. Use `Rmpi` to execute `targetRunner` in parallel (parameter `parallel` is the number of slaves).", +"Specify how irace waits for jobs to finish when `targetRunner` submits jobs to a batch cluster: sge, pbs, torque, slurm or htcondor. `targetRunner` must submit jobs to the cluster using, for example, `qsub`.", +"Reduce the output generated by irace to a minimum.", "Debug level of the output of `irace`. Set this to 0 to silence all debug messages. Higher values provide more verbose debug messages.", +"Seed of the random number generator (by default, generate a random seed).", +"Enable/disable the soft restart strategy that avoids premature convergence of the probabilistic model.", +"Soft restart threshold value for numerical parameters.", "Enable/disable elitist irace.", +"Number of instances added to the execution list before previous instances in elitist irace.", +"In elitist irace, maximum number per race of elimination tests that do not eliminate a configuration. Use 0 for no limit.", +"User-defined R function that takes a configuration generated by irace and repairs it.", +"Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`.", +"Measure used to obtain the execution bound from the performance of the elite configurations: median, mean, worst, best.", +"Method to calculate the mean performance of elite configurations: candidate or instance.", +"Maximum execution bound for `targetRunner`. It must be specified when capping is enabled.", +"Precision used for calculating the execution time. It must be specified when capping is enabled.", +"Penalization constant for timed out executions (executions that reach `boundMax` execution time).", +"Replace the configuration cost of bounded executions with `boundMax`.", +"Perform a postselection race after the execution of irace to consume all remaining budget. Value 0 disables the postselection race.", +"Enable/disable AClib mode. This option enables compatibility with GenericWrapper4AC as targetRunner script.", +"Maximum number of iterations.", "Number of runs of the target algorithm per iteration.", +"Minimum number of configurations needed to continue the execution of each race (iteration).", +"Number of configurations to be sampled and evaluated at each iteration.", +"Parameter used to define the number of configurations sampled and evaluated at each iteration.", +"Confidence level for the elimination test.")), row.names = c(".help", +".version", ".check", ".init", ".onlytest", "scenarioFile", "execDir", +"parameterFile", "parameters", "initConfigurations", "configurationsFile", +"logFile", "recoveryFile", "instances", "trainInstancesDir", +"trainInstancesFile", "sampleInstances", "testInstancesDir", +"testInstancesFile", "testInstances", "testNbElites", "testIterationElites", +"testType", "firstTest", "blockSize", "eachTest", "targetRunner", +"targetRunnerLauncher", "targetCmdline", "targetRunnerRetries", +"targetRunnerTimeout", "targetRunnerData", "targetRunnerParallel", +"targetEvaluator", "deterministic", "maxExperiments", "minExperiments", +"maxTime", "budgetEstimation", "minMeasurableTime", "parallel", +"loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", "seed", +"softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", +"elitistLimit", "repairConfiguration", "capping", "cappingType", +"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", +"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", "minNbSurvival", "nbConfigurations", "mu", "confidence"), class = "data.frame") -.irace.params.names <- c("scenarioFile", "execDir", "parameterFile", "parameters", "initConfigurations", -"configurationsFile", "logFile", "recoveryFile", "instances", -"trainInstancesDir", "trainInstancesFile", "sampleInstances", -"testInstancesDir", "testInstancesFile", "testInstances", "testNbElites", -"testIterationElites", "testType", "firstTest", "blockSize", -"eachTest", "targetRunner", "targetRunnerLauncher", "targetCmdline", -"targetRunnerRetries", "targetRunnerTimeout", "targetRunnerData", -"targetRunnerParallel", "targetEvaluator", "deterministic", "maxExperiments", -"minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", -"parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", -"seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +.irace.params.names <- c("scenarioFile", "execDir", "parameterFile", "parameters", "initConfigurations", +"configurationsFile", "logFile", "recoveryFile", "instances", +"trainInstancesDir", "trainInstancesFile", "sampleInstances", +"testInstancesDir", "testInstancesFile", "testInstances", "testNbElites", +"testIterationElites", "testType", "firstTest", "blockSize", +"eachTest", "targetRunner", "targetRunnerLauncher", "targetCmdline", +"targetRunnerRetries", "targetRunnerTimeout", "targetRunnerData", +"targetRunnerParallel", "targetEvaluator", "deterministic", "maxExperiments", +"minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", +"parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", +"seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", +"elitistLimit", "repairConfiguration", "capping", "cappingType", +"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", +"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", "minNbSurvival", "nbConfigurations", "mu", "confidence") ## FIXME: If these values are special perhaps they should be saved in $state ? .irace.params.recover <- c("instances", "seed", "testInstances", # We need this because this data may mutate "targetRunnerData", "elitist", "deterministic") - diff --git a/R/irace.R b/R/irace.R index 793d37c3..9ff4288c 100644 --- a/R/irace.R +++ b/R/irace.R @@ -214,8 +214,9 @@ computeNbConfigurations <- function(currentBudget, indexIteration, # been executed on all nOldInstances. Thus, we need to pass explicitly the # budget that we save (that is, number of entries that are not NA). savedBudget <- nElites * nOldInstances - n <- max (mu + blockSize * eachTest * min(5L, indexIteration), - round_to_next_multiple(nOldInstances + newInstances, blockSize * eachTest)) + eachTest <- eachTest * blockSize + n <- max (mu + eachTest * min(5L, indexIteration), + round_to_next_multiple(nOldInstances + newInstances, eachTest)) min (floor ((currentBudget + savedBudget) / n), maxConfigurations) } @@ -229,7 +230,7 @@ computeMinimumBudget <- function(scenario, minSurvival, nbIterations, elitist_ne { blockSize <- scenario$blockSize eachTest <- blockSize * scenario$eachTest - Tnew <- elitist_new_instances + Tnew <- elitist_new_instances # This is already multiplied by blockSize. mu <- scenario$mu # This is computed from the default formulas as follows: @@ -948,8 +949,8 @@ irace_run <- function(scenario) } # If still not enough budget, then try to do at least one test. if (nbConfigurations <= minSurvival) { - nbConfigurations <- computeNbConfigurations(currentBudget, indexIteration = 1, - mu = 1, eachTest = scenario$eachTest, blockSize = blockSize, + nbConfigurations <- computeNbConfigurations(currentBudget, indexIteration = 1L, + mu = 1L, eachTest = scenario$eachTest, blockSize = blockSize, nElites = nrow(elite_configurations), nOldInstances = nrow(iraceResults$experiments), newInstances = 0L) diff --git a/R/psRace.R b/R/psRace.R index 0493b58a..2c2563bf 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -3,7 +3,7 @@ #' \code{psRace} performs a post-selection race of a set of configurations. #' #' @inheritParams has_testing_data -#' +#' #' @param max_experiments `numeric(1)`\cr Number of experiments for the #' post-selection race. If it is equal to or smaller than 1, then it is a #' fraction of the total budget given by @@ -48,7 +48,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli scenario <- iraceResults$scenario if (!is.null(psrace_logFile)) scenario$logFile <- psrace_logFile - + race_state <- iraceResults$state race_state$initialize(scenario, new = FALSE) # Restores the random seed if (max_experiments <= 0) stop("'max_experiments' must be positive.") @@ -122,7 +122,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli } if (!scenario$deterministic || n_done < length(scenario$instances)) { # We want to evaluate in at least n_new instances more. - n_new <- max(scenario$blockSize, scenario$eachTest) + n_new <- scenario$eachTest * scenario$blockSize n_confs <- floor(max_experiments / n_new) # If we have n_confs that have been evaluated in all instances, select those. if (n_confs > 1L && sum(conf_needs == 0L) >= n_confs) { @@ -152,7 +152,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli cat("sum(is.na(left)): ", sum(is.na(left)), "\n") save(iraceResults, file="bug-conf_ids.Rdata") }) - + if (any(left >= 0L)) { # We have enough budget to evaluate on a new instance. # Select the combination that will allow to evaluate the most configurations. combs <- combs[left >= 0] @@ -224,7 +224,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli allElites <- iraceResults$allElites return(allElites[[length(allElites)]]) } - + } else if (length(conf_ids) <= 1L) { irace_error ("The number configurations provided should be larger than 1.") } else if (length(race_state$rejected_ids) && any(conf_ids %in% race_state$rejected_ids)) { diff --git a/R/race_state.R b/R/race_state.R index a090fc6a..c889e863 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -40,7 +40,7 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, irace_assert(new || !recover) if (new) { # elitist_new_instances must be a multiple of blockSize. - self$elitist_new_instances <- round_to_next_multiple(scenario$elitistNewInstances, scenario$blockSize) + self$elitist_new_instances <- scenario$elitistNewInstances * scenario$blockSize # We cannot recover if we did not get to initialize self$rng. if (recover && !is.null(self$rng)) { restore_random_seed(self$rng) diff --git a/R/scenario.R b/R/scenario.R index 96f6f551..038aeb86 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -2,12 +2,12 @@ #' #' The scenario argument is an initial scenario that is overwritten for every #' setting specified in the file to be read. -#' +#' #' @param filename `character(1)`\cr Filename from which the scenario will #' be read. If empty, the default `scenarioFile` is used. An example #' scenario file is provided in `system.file(package="irace", "templates/scenario.txt.tmpl")`. -#' @inheritParams defaultScenario -#' +#' @inheritParams defaultScenario +#' #' @return The scenario list read from the file. The scenario settings not #' present in the file are not present in the list, i.e., they are `NULL`. #' @@ -17,7 +17,7 @@ #' \item{[defaultScenario()]}{returns the default scenario settings of \pkg{irace}.} #' \item{[checkScenario()]}{to check that the scenario is valid.} #' } -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export readScenario <- function(filename = "", scenario = list(), @@ -62,7 +62,7 @@ readScenario <- function(filename = "", scenario = list(), } else { filename <- path_rel2abs(filename) } - + if (file.exists (filename)) { debug.level <- getOption(".irace.debug.level", default = 0) if (debug.level >= 1) @@ -81,15 +81,15 @@ readScenario <- function(filename = "", scenario = list(), } else if (filename_given) { irace_error ("The scenario file ", shQuote(filename), " does not exist.") } - + ## Read scenario file variables. - scenario[["scenarioFile"]] <- filename + scenario[["scenarioFile"]] <- filename # If these are given and relative, they should be relative to the # scenario file (except logFile, which is relative to execDir). pathParams <- setdiff(params_def[params_def[, "type"] == "p", "name"], "logFile") params_names <- params_def[!startsWith(params_def[,"name"], "."), "name"] - + for (param in params_names) { if (exists (param, envir = scenario_env, inherits = FALSE)) { value <- get(param, envir = scenario_env, inherits = FALSE) @@ -116,7 +116,7 @@ setup_test_instances <- function(scenario) { testInstances <- scenario[["testInstances"]] if (is.null.or.empty(testInstances)) { - if (!is.null.or.empty(scenario$testInstancesDir) || + if (!is.null.or.empty(scenario$testInstancesDir) || !is.null.or.empty(scenario$testInstancesFile)) { scenario$testInstancesDir <- path_rel2abs(scenario$testInstancesDir) if (!is.null.or.empty(scenario$testInstancesFile)) { @@ -151,17 +151,17 @@ setup_test_instances <- function(scenario) #' #' Checks for errors a (possibly incomplete) scenario setup of #' \pkg{irace} and transforms it into a valid scenario. -#' +#' #' @inheritParams defaultScenario -#' +#' #' @return The scenario received as a parameter, possibly corrected. Unset #' scenario settings are set to their default values. #' -#' @details This function checks that the directories and the file names -#' provided and required by the \pkg{irace} exist. It also checks that the -#' settings are of the proper type, e.g. that settings expected to be integers +#' @details This function checks that the directories and the file names +#' provided and required by the \pkg{irace} exist. It also checks that the +#' settings are of the proper type, e.g. that settings expected to be integers #' are really integers. Finally, it also checks that there is no inconsistency -#' between settings. If an error is found that prevents \pkg{irace} from +#' between settings. If an error is found that prevents \pkg{irace} from #' running properly, it will stop with an error. #' #' @seealso @@ -171,7 +171,7 @@ setup_test_instances <- function(scenario) #' \item{[defaultScenario()]}{returns the default scenario settings of \pkg{irace}.} #' \item{[checkScenario()]}{to check that the scenario is valid.} #' } -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export ## FIXME: This function should only do checks and return TRUE/FALSE. There @@ -191,7 +191,7 @@ checkScenario <- function(scenario = defaultScenario()) if (is.logical(x)) return(x) if (is.na(x)) return(as.logical(NA)) # We handle "0" and "1" but not "TRUE" and "FALSE". - x <- suppressWarnings(as.integer(x)) + x <- suppressWarnings(as.integer(x)) if (is.na(x) || (x != 0L && x != 1L)) { irace_error (quote.param(name), " must be either 0 or 1.") } @@ -207,7 +207,7 @@ checkScenario <- function(scenario = defaultScenario()) paste0(valid, collapse = ", ")) } } - + # Fill possible unset (NULL) with default settings. scenario <- defaultScenario(scenario) @@ -218,7 +218,7 @@ checkScenario <- function(scenario = defaultScenario()) # We have characters everywhere, set to the right types to avoid problems # later. - + # Boolean control parameters. boolParams <- .irace.params.def[.irace.params.def[, "type"] == "b", "name"] for (p in boolParams) { @@ -273,7 +273,7 @@ checkScenario <- function(scenario = defaultScenario()) digits = if (scenario$aclib) 15L else 4L, debugLevel = scenario$debugLevel) } scenario$parameters <- checkParameters(scenario$parameters) - + scenario$execDir <- path_rel2abs(scenario$execDir) file.check (scenario$execDir, isdir = TRUE, text = paste0("execution directory ", quote.param("execDir"))) @@ -290,7 +290,7 @@ checkScenario <- function(scenario = defaultScenario()) scenario$recoveryFile <- path_rel2abs(scenario$recoveryFile) file.check(scenario$recoveryFile, readable = TRUE, text = paste0("recovery file ", quote.param("recoveryFile"))) - + if (!is.null.or.empty(scenario$logFile) # Must have been set "" above. && scenario$recoveryFile == scenario$logFile) { irace_error("log file and recovery file should be different '", @@ -300,7 +300,7 @@ checkScenario <- function(scenario = defaultScenario()) # We cannot use NULL because defaultScenario() would override it. scenario$recoveryFile <- "" } - + if (is.null.or.empty(scenario$targetRunnerParallel)) { scenario$targetRunnerParallel <- NULL } else if (is.function.name(scenario$targetRunnerParallel)) { @@ -313,16 +313,16 @@ checkScenario <- function(scenario = defaultScenario()) scenario$repairConfiguration <- NULL else if (is.function.name(scenario$repairConfiguration)) # Byte-compile it. scenario$repairConfiguration <- bytecompile(get.function(scenario$repairConfiguration)) - else + else irace_error("'repairConfiguration' must be a function") - + if (is.na(scenario$capping)) scenario$capping <- (scenario$elitist && scenario$maxTime > 0 && !is.na(scenario$boundMax) && scenario$boundMax > 0) if (scenario$capping) { - if (!scenario$elitist) + if (!scenario$elitist) irace_error("When capping == TRUE, elitist must be enabled.") - if (scenario$boundMax <= 0) + if (scenario$boundMax <= 0) irace_error("When capping == TRUE, boundMax (", scenario$boundMax, ") must be > 0") check.valid.param("cappingType") check.valid.param("boundType") @@ -342,7 +342,7 @@ checkScenario <- function(scenario = defaultScenario()) if (is.null.or.empty(scenario$targetRunnerLauncher)) { file.check (scenario$targetRunner, executable = TRUE, text = paste0("target runner ", quote.param("targetRunner"))) - } else { + } else { scenario$targetRunnerLauncher <- path_rel2abs(scenario$targetRunnerLauncher) file.check (scenario$targetRunnerLauncher, executable = TRUE, text = paste0("target runner launcher ", quote.param("targetRunnerLauncher"))) @@ -383,7 +383,7 @@ checkScenario <- function(scenario = defaultScenario()) irace_error("Both ", quote.param ("trainInstancesDir"), " and ", quote.param ("trainInstancesFile"), " are empty: No instances provided") - + scenario$instances <- readInstances(instancesDir = scenario$trainInstancesDir, instancesFile = scenario$trainInstancesFile) @@ -410,23 +410,23 @@ checkScenario <- function(scenario = defaultScenario()) # We cannot read the configurations here because we need the parameters. # FIXME: We should have the parameters inside scenario. } - + if (is.null.or.empty(scenario$initConfigurations)) { scenario$initConfigurations <- NULL } else if (!is.data.frame(scenario$initConfigurations) && !is.matrix(scenario$initConfigurations)) { irace_error("if given, 'initConfigurations' must be a matrix or data.frame.") } - + if (length(scenario$instances) %% scenario$blockSize != 0) { irace_error("The number of instances (", length(scenario$instances), ") must be a multiple of ", quote.param("blockSize"), ".") } - + if (scenario$firstTest %% scenario$eachTest != 0) { irace_error(quote.param("firstTest"), " must be a multiple of ", quote.param("eachTest"), ".") } - + if (scenario$mu < scenario$firstTest * scenario$blockSize) { if (scenario$debugLevel >= 1) { irace_warning("Assuming 'mu = firstTest * blockSize' because 'mu' cannot be smaller.\n") @@ -436,10 +436,10 @@ checkScenario <- function(scenario = defaultScenario()) irace_error(quote.param("mu"), " must be a multiple of ", quote.param("blockSize"), ".") } - + if (!is.na(scenario$minExperiments)) scenario$maxExperiments <- max(scenario$maxExperiments, scenario$minExperiments) - + ## Only maxExperiments or maxTime should be set. Negative values are not ## allowed. if (scenario$maxExperiments == 0 && scenario$maxTime == 0) { @@ -454,13 +454,13 @@ checkScenario <- function(scenario = defaultScenario()) } else if (scenario$maxTime < 0) { irace_error("Negative budget provided, ", quote.param("maxTime"), " must be >= 0.") } - - if (scenario$maxTime > 0 && (scenario$budgetEstimation <= 0 || scenario$budgetEstimation >= 1)) + + if (scenario$maxTime > 0 && (scenario$budgetEstimation <= 0 || scenario$budgetEstimation >= 1)) irace_error(quote.param("budgetEstimation"), " must be within (0,1).") if (scenario$maxTime > 0 && !scenario$elitist) irace_error(quote.param("maxTime"), " requires using 'elitist=1'") - + if (scenario$deterministic && scenario$firstTest * scenario$blockSize > length(scenario$instances)) { irace_error("When deterministic == TRUE, the number of instances (", @@ -470,7 +470,7 @@ checkScenario <- function(scenario = defaultScenario()) if (scenario$mpi && scenario$parallel < 2) irace_error (quote.param("parallel"), " must be larger than 1 when mpi is enabled.") - + if (is.null.or.empty(scenario$batchmode)) scenario$batchmode <- 0 if (scenario$batchmode != 0) { @@ -492,7 +492,7 @@ checkScenario <- function(scenario = defaultScenario()) if (scenario$capping) scenario$testType <- "t-test" else scenario$testType <- "f-test" } - + scenario$testType <- switch(tolower(scenario$testType), "f-test" =, # Fall-through @@ -510,7 +510,7 @@ checkScenario <- function(scenario = defaultScenario()) #' Prints the given scenario #' #' @inheritParams defaultScenario -#' +#' #' @seealso #' \describe{ #' \item{[readScenario()]}{for reading a configuration scenario from a file.} @@ -518,7 +518,7 @@ checkScenario <- function(scenario = defaultScenario()) #' \item{[defaultScenario()]}{returns the default scenario settings of \pkg{irace}.} #' \item{[checkScenario()]}{to check that the scenario is valid.} #' } -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export printScenario <- function(scenario) @@ -534,7 +534,7 @@ printScenario <- function(scenario) #' Default scenario settings #' #' Return scenario object with default values. -#' +#' #' @param scenario `list()`\cr Data structure containing \pkg{irace} #' settings. The data structure has to be the one returned by the function #' [defaultScenario()] or [readScenario()]. @@ -543,11 +543,11 @@ printScenario <- function(scenario) #' the scenario. This should only be modified by packages that wish to extend #' \pkg{irace}. #' -#' +#' #' @return A list indexed by the \pkg{irace} parameter names, #' containing the default values for each parameter, except for those #' already present in the scenario passed as argument. -#' The scenario list contains the following elements: +#' The scenario list contains the following elements: # __IRACE_OPTIONS__BEGIN__ #' \itemize{ #' \item General options: @@ -610,7 +610,7 @@ printScenario <- function(scenario) #' \item{`instances`}{Character vector of the instances to be used in the \code{targetRunner}. (Default: `""`)} #' \item{`trainInstancesDir`}{Directory where training instances are located; either absolute path or relative to current directory. If no \code{trainInstancesFiles} is provided, all the files in \code{trainInstancesDir} will be listed as instances. (Default: `""`)} #' \item{`trainInstancesFile`}{File that contains a list of training instances and optionally additional parameters for them. If \code{trainInstancesDir} is provided, \code{irace} will search for the files in this folder. (Default: `""`)} -#' \item{`blockSize`}{Number of training instances, that make up a `block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. (Default: `1`)} +#' \item{`blockSize`}{Number of training instances, that make up a `block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \code{blockSize} will multiply \code{firstTest}, \code{eachTest} and \code{elitistNewInstances}. (Default: `1`)} #' } #' \item Tuning budget: #' \describe{ @@ -686,9 +686,9 @@ readInstances <- function(instancesDir = NULL, instancesFile = NULL) { if (is.null.or.empty(instancesDir) && is.null.or.empty(instancesFile)) irace_error("Both instancesDir and instancesFile are empty: No instances provided") - + instances <- NULL - + if (!is.null.or.empty(instancesFile)) { file.check (instancesFile, readable = TRUE, text = "instance file") # We do not warn if the last line does not finish with a newline. diff --git a/inst/templates/scenario.txt.tmpl b/inst/templates/scenario.txt.tmpl index ec85ff94..b203726d 100644 --- a/inst/templates/scenario.txt.tmpl +++ b/inst/templates/scenario.txt.tmpl @@ -65,7 +65,9 @@ ## `trainInstancesFile`. Elimination of configurations will only be performed ## after evaluating a complete block and never in the middle of a block. Each ## block typically contains one instance from each instance class (type or -## family) and the block size is the number of classes. +## family) and the block size is the number of classes. The value of +## `blockSize` will multiply `firstTest`, `eachTest` and +## `elitistNewInstances`. # blockSize = 1 ## Number of instances evaluated between elimination tests. @@ -244,4 +246,3 @@ ## END of scenario file ############################################################################ - diff --git a/man/defaultScenario.Rd b/man/defaultScenario.Rd index a4457141..fee0b43b 100644 --- a/man/defaultScenario.Rd +++ b/man/defaultScenario.Rd @@ -81,7 +81,7 @@ The scenario list contains the following elements: \item{\code{instances}}{Character vector of the instances to be used in the \code{targetRunner}. (Default: \code{""})} \item{\code{trainInstancesDir}}{Directory where training instances are located; either absolute path or relative to current directory. If no \code{trainInstancesFiles} is provided, all the files in \code{trainInstancesDir} will be listed as instances. (Default: \code{""})} \item{\code{trainInstancesFile}}{File that contains a list of training instances and optionally additional parameters for them. If \code{trainInstancesDir} is provided, \code{irace} will search for the files in this folder. (Default: \code{""})} -\item{\code{blockSize}}{Number of training instances, that make up a \verb{block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. (Default: }1\verb{)\} \} \\item Tuning budget: \\describe\{ \\item\{}maxExperiments\verb{\}\{Maximum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: }0\verb{)\} \\item\{}minExperiments\verb{\}\{Minimum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and \code{minSurvival}. (Default: }NA\verb{)\} \\item\{}maxTime\verb{\}\{Maximum total execution time for the executions of \code{targetRunner}. \code{targetRunner} must return two values: cost and time. This value and the one returned by \code{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: }0\verb{)\} \\item\{}budgetEstimation\verb{\}\{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when \code{maxTime} > 0 (Default: }0.05\verb{)\} \\item\{}minMeasurableTime\verb{\}\{Minimum time unit that is still (significantly) measureable. (Default: }0.01\verb{)\} \} \\item Statistical test: \\describe\{ \\item\{}testType\verb{\}\{Statistical test used for elimination. The default value selects \code{t-test} if \code{capping} is enabled or \code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: }""\verb{)\} \\item\{}firstTest\verb{\}\{Number of instances evaluated before the first elimination test. It must be a multiple of \code{eachTest}. (Default: }5\verb{)\} \\item\{}eachTest\verb{\}\{Number of instances evaluated between elimination tests. (Default: }1\verb{)\} \\item\{}confidence\verb{\}\{Confidence level for the elimination test. (Default: }0.95\verb{)\} \} \\item Adaptive capping: \\describe\{ \\item\{}capping\verb{\}\{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: }NA\verb{)\} \\item\{}cappingType\verb{\}\{Measure used to obtain the execution bound from the performance of the elite configurations.\\itemize\{\\item median: Median performance of the elite configurations.\\item mean: Mean performance of the elite configurations.\\item best: Best performance of the elite configurations.\\item worst: Worst performance of the elite configurations.\} (Default: }"median"\verb{)\} \\item\{}boundType\verb{\}\{Method to calculate the mean performance of elite configurations.\\itemize\{\\item candidate: Mean execution times across the executed instances and the current one.\\item instance: Execution time of the current instance.\} (Default: }"candidate"\verb{)\} \\item\{}boundMax\verb{\}\{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundDigits\verb{\}\{Precision used for calculating the execution time. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundPar\verb{\}\{Penalization constant for timed out executions (executions that reach \code{boundMax} execution time). (Default: }1\verb{)\} \\item\{}boundAsTimeout\verb{\}\{Replace the configuration cost of bounded executions with \code{boundMax}. (Default: }1\verb{)\} \} \\item Recovery: \\describe\{ \\item\{}recoveryFile\verb{\}\{Previously saved log file to recover the execution of \code{irace}, either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. (Default: }""\verb{)\} \} \\item Testing: \\describe\{ \\item\{}testInstancesDir\verb{\}\{Directory where testing instances are located, either absolute or relative to current directory. (Default: }""\verb{)\} \\item\{}testInstancesFile\verb{\}\{File containing a list of test instances and optionally additional parameters for them. (Default: }""\verb{)\} \\item\{}testInstances\verb{\}\{Character vector of the instances to be used in the \code{targetRunner} when executing the testing. (Default: }""\verb{)\} \\item\{}testNbElites\verb{\}\{Number of elite configurations returned by irace that will be tested if test instances are provided. (Default: }1\verb{)\} \\item\{}testIterationElites\verb{\}\{Enable/disable testing the elite configurations found at each iteration. (Default: }0`)} +\item{\code{blockSize}}{Number of training instances, that make up a \verb{block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \code{blockSize} will multiply \code{firstTest}, \code{eachTest} and \code{elitistNewInstances}. (Default: }1\verb{)\} \} \\item Tuning budget: \\describe\{ \\item\{}maxExperiments\verb{\}\{Maximum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: }0\verb{)\} \\item\{}minExperiments\verb{\}\{Minimum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and \code{minSurvival}. (Default: }NA\verb{)\} \\item\{}maxTime\verb{\}\{Maximum total execution time for the executions of \code{targetRunner}. \code{targetRunner} must return two values: cost and time. This value and the one returned by \code{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: }0\verb{)\} \\item\{}budgetEstimation\verb{\}\{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when \code{maxTime} > 0 (Default: }0.05\verb{)\} \\item\{}minMeasurableTime\verb{\}\{Minimum time unit that is still (significantly) measureable. (Default: }0.01\verb{)\} \} \\item Statistical test: \\describe\{ \\item\{}testType\verb{\}\{Statistical test used for elimination. The default value selects \code{t-test} if \code{capping} is enabled or \code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: }""\verb{)\} \\item\{}firstTest\verb{\}\{Number of instances evaluated before the first elimination test. It must be a multiple of \code{eachTest}. (Default: }5\verb{)\} \\item\{}eachTest\verb{\}\{Number of instances evaluated between elimination tests. (Default: }1\verb{)\} \\item\{}confidence\verb{\}\{Confidence level for the elimination test. (Default: }0.95\verb{)\} \} \\item Adaptive capping: \\describe\{ \\item\{}capping\verb{\}\{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: }NA\verb{)\} \\item\{}cappingType\verb{\}\{Measure used to obtain the execution bound from the performance of the elite configurations.\\itemize\{\\item median: Median performance of the elite configurations.\\item mean: Mean performance of the elite configurations.\\item best: Best performance of the elite configurations.\\item worst: Worst performance of the elite configurations.\} (Default: }"median"\verb{)\} \\item\{}boundType\verb{\}\{Method to calculate the mean performance of elite configurations.\\itemize\{\\item candidate: Mean execution times across the executed instances and the current one.\\item instance: Execution time of the current instance.\} (Default: }"candidate"\verb{)\} \\item\{}boundMax\verb{\}\{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundDigits\verb{\}\{Precision used for calculating the execution time. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundPar\verb{\}\{Penalization constant for timed out executions (executions that reach \code{boundMax} execution time). (Default: }1\verb{)\} \\item\{}boundAsTimeout\verb{\}\{Replace the configuration cost of bounded executions with \code{boundMax}. (Default: }1\verb{)\} \} \\item Recovery: \\describe\{ \\item\{}recoveryFile\verb{\}\{Previously saved log file to recover the execution of \code{irace}, either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. (Default: }""\verb{)\} \} \\item Testing: \\describe\{ \\item\{}testInstancesDir\verb{\}\{Directory where testing instances are located, either absolute or relative to current directory. (Default: }""\verb{)\} \\item\{}testInstancesFile\verb{\}\{File containing a list of test instances and optionally additional parameters for them. (Default: }""\verb{)\} \\item\{}testInstances\verb{\}\{Character vector of the instances to be used in the \code{targetRunner} when executing the testing. (Default: }""\verb{)\} \\item\{}testNbElites\verb{\}\{Number of elite configurations returned by irace that will be tested if test instances are provided. (Default: }1\verb{)\} \\item\{}testIterationElites\verb{\}\{Enable/disable testing the elite configurations found at each iteration. (Default: }0`)} } } } diff --git a/man/irace.Rd b/man/irace.Rd index 1bd337c3..31a46563 100644 --- a/man/irace.Rd +++ b/man/irace.Rd @@ -91,7 +91,7 @@ the FAQ section in the \href{https://cran.r-project.org/package=irace/vignettes/ } \examples{ \dontrun{ -# In general, there are three steps: +# In general, there are three steps: scenario <- readScenario(filename = "scenario.txt") irace(scenario = scenario) } @@ -121,7 +121,7 @@ f_rastrigin <- function (x) { ## We generate 20 instances (in this case, weights): weights <- rnorm(20, mean = 0.9, sd = 0.02) - + ## On this set of instances, we are interested in optimizing two ## parameters of the SANN algorithm: tmax and temp. We setup the ## parameter space as follows: @@ -140,7 +140,7 @@ target_runner <- function(experiment, scenario) { instance <- experiment$instance configuration <- experiment$configuration - + D <- 3 par <- runif(D, min=-1, max=1) fn <- function(x) { diff --git a/man/irace_cmdline.Rd b/man/irace_cmdline.Rd index 4fa800d2..3f047c62 100644 --- a/man/irace_cmdline.Rd +++ b/man/irace_cmdline.Rd @@ -153,7 +153,9 @@ List of command-line options: block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the - number of classes. Default: 1. + number of classes. The value of `blockSize` will + multiply `firstTest`, `eachTest` and + `elitistNewInstances`. Default: 1. --each-test Number of instances evaluated between elimination tests. Default: 1. --target-runner Executable called for each configuration that executes diff --git a/scripts/irace_options.json b/scripts/irace_options.json index 354f8885..80371da3 100644 --- a/scripts/irace_options.json +++ b/scripts/irace_options.json @@ -208,7 +208,7 @@ "default": 1, "description": "Number of elite configurations returned by irace that will be tested if test instances are provided.", "vignettes": " Number of elite configurations returned by irace that will be tested if test instances are provided. For more information about the testing, see \\autoref{sec:testing}.", - "section": "Testing" + "section": "Testing" }, { "name": "testIterationElites", @@ -247,7 +247,7 @@ "short": "", "long": "--block-size", "default": 1, - "description": "Number of training instances, that make up a `block' in \\code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes.", + "description": "Number of training instances, that make up a `block' in \\code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \\code{blockSize} will multiply \\code{firstTest}, \\code{eachTest} and \\code{elitistNewInstances}.", "section": "Training instances" }, { diff --git a/tests/testthat/test-blocksize.R b/tests/testthat/test-blocksize.R index ffeec512..792346cc 100644 --- a/tests/testthat/test-blocksize.R +++ b/tests/testthat/test-blocksize.R @@ -38,7 +38,7 @@ target_runner_time <- function(experiment, scenario) tmax <- configuration[["tmax"]] temp <- configuration[["temp"]] time <- max(1, abs(rnorm(1, mean=(tmax+temp)/10))) - list(cost = time, time = time, call = toString(experiment)) + list(cost = time, time = time) } time_irace <- function(...) @@ -56,9 +56,9 @@ time_irace <- function(...) scenario <- checkScenario (scenario) confs <- irace(scenario = scenario) - best.conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) + best_conf <- getFinalElites(scenario$logFile, n = 1L, drop.metadata = TRUE) expect_identical(removeConfigurationsMetaData(confs[1L, , drop = FALSE]), - best.conf) + best_conf) invisible(read_logfile(scenario$logFile)) } @@ -85,11 +85,11 @@ test_that("blockSize maxTime=1000", { check_blocksize(time_irace(maxTime = 1000)) }) -test_that("blockSize maxTime=1000 large newInstances", { +test_that("blockSize maxTime=1000 elitistNewInstances", { skip_on_cran() generate_set_seed() check_blocksize(time_irace(maxTime = 1000, instances = letters[1:9], - elitistNewInstances = 6, elitistLimit = 2)) + elitistNewInstances = 2, elitistLimit = 2)) }) }) # withr::with_output_sink() diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 8ec671f5..7c3f0cf5 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -1353,7 +1353,7 @@ specify where to find the training instances. If you only set the value of \parameter{trainInstancesDir} (e.g., to \path{./Instances}), \irace will consider all files within that directory as training instances. Otherwise, the value of \parameter{trainInstancesFile} may specify a text -file. The format of this file is one instance per line. Within each line, elements separated by white-space will be parsed as separate arguments to be supplied to \parameter{targetRunner}. This allows defining instance-specific parameter settings. Quoted strings will be parsed as a single argument. +file. The format of this file is one instance per line. Within each line, elements separated by white-space will be parsed as separate arguments to be supplied to \parameter{targetRunner}. This allows defining instance-specific parameter settings. Quoted strings will be parsed as a single argument. % The following example shows a training instance file for the \ACOTSP scenario: @@ -2529,12 +2529,13 @@ instances, while they perform poorly for a different subset. When facing a heterogeneous scenario, the first question should be whether the objective of tuning is to find configurations that perform reasonably well over -all instances, even if that configuration is not the best ones in any particular instance (a generalist). If this is -not the goal, then it would be better to partition instances into more similar -subsets and execute \irace separately on each subset. This will lead to a -portfolio of algorithm configurations, one for each subset, and algorithm -selection techniques can be used to select the best configuration from the -portfolio when facing a new instance. +all instances, even if that configuration is not the best ones in any +particular instance (a generalist). If this is not the goal, then it would be +better to partition instances into more similar subsets and execute \irace +separately on each subset. This will lead to a portfolio of algorithm +configurations, one for each subset, and algorithm selection techniques can be +used to select the best configuration from the portfolio when facing a new +instance. To make sure \irace is not misled by results on few instances, it may be useful to increase the number of instances executed before doing a statistical test @@ -2555,10 +2556,11 @@ create ``blocks'' of instances in \parameter{trainInstancesFile}, where each block should contain one instance from each class. Then set the option \parameter{blockSize} to the number of classes within each block, so that \irace will always see a complete block of instances before eliminating -configurations. The value of \parameter{blockSize} will multiply the effective -values of \parameter{firstTest} and \parameter{eachTest}. Randomly sampling -instances (\parameter{sampleInstances}\code{=1}) will randomly sample the -blocks but not break the blocks. +configurations. The value of \parameter{blockSize} will multiply the values of +\parameter{firstTest}, \parameter{eachTest} and +\parameter{elitistNewInstances}. Randomly sampling instances +(\parameter{sampleInstances}\code{=1}) will randomly sample the blocks but not +break the blocks. While executing \irace, the homogeneity of the scenario can be observed by examining the values of Spearman's rank correlation coefficient and Kendall's @@ -2782,7 +2784,7 @@ post-selection is not supported when the budget is measured in runtime (\parameter{maxTime}. The automatic post-selection can be disabled using the option \parameter{postselection}. -It is also possible to manually run a post-selection race after completing a run of \irace using the R function \iracefun{psRace}. +It is also possible to manually run a post-selection race after completing a run of \irace using the R function \iracefun{psRace}. <>= # Execute all elite configurations in the iterations From df9d6811a678ca45ad17c0c96a6c04c0ba44b870 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 4 Jan 2025 00:01:11 +0000 Subject: [PATCH 094/127] * scripts/generate-options.R: If vignettes is missing, use desription. Handle \parameter in description. Avoid trailing whitespace. * scripts/irace_options.json: Remove vignette fields that duplicate description. --- R/irace-options.R | 2 +- R/scenario.R | 50 +++++------ inst/templates/scenario.txt.tmpl | 2 +- man/defaultScenario.Rd | 41 ++++++++- man/irace_cmdline.Rd | 2 +- scripts/generate-options.R | 34 ++++---- scripts/irace_options.json | 72 +++++++-------- vignettes/section/irace-options.Rnw | 130 +++++++++++++++------------- 8 files changed, 184 insertions(+), 149 deletions(-) diff --git a/R/irace-options.R b/R/irace-options.R index da7e7cab..5a123fd6 100644 --- a/R/irace-options.R +++ b/R/irace-options.R @@ -76,7 +76,7 @@ NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", "Enable/disable testing the elite configurations found at each iteration.", "Statistical test used for elimination. The default value selects `t-test` if `capping` is enabled or `F-test`, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons).", "Number of instances evaluated before the first elimination test. It must be a multiple of `eachTest`.", -"Number of training instances, that make up a `block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of `blockSize` will multiply `firstTest`, `eachTest` and `elitistNewInstances`.", +"Number of training instances, that make up a 'block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of `blockSize` will multiply `firstTest`, `eachTest` and `elitistNewInstances`.", "Number of instances evaluated between elimination tests.", "Executable called for each configuration that executes the target algorithm to be tuned. See the templates and examples provided.", "Executable that will be used to launch the target runner, when `targetRunner` cannot be executed directly (e.g., a Python script in Windows).", "Command-line arguments provided to `targetRunner` (or `targetRunnerLauncher` if defined). The substrings `\\{configurationID\\}`, `\\{instanceID\\}`, `\\{seed\\}`, `\\{instance\\}`, and `\\{bound\\}` will be replaced by their corresponding values. The substring `\\{targetRunnerArgs\\}` will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring `\\{targetRunner\\}`, if present, will be replaced by the value of `targetRunner` (useful when using `targetRunnerLauncher`).", diff --git a/R/scenario.R b/R/scenario.R index 038aeb86..a65fd256 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -556,7 +556,7 @@ printScenario <- function(scenario) #' \item{`execDir`}{Directory where the programs will be run. (Default: `"./"`)} #' \item{`logFile`}{File to save tuning results as an R dataset, either absolute path or relative to execDir. (Default: `"./irace.Rdata"`)} #' \item{`quiet`}{Reduce the output generated by irace to a minimum. (Default: `0`)} -#' \item{`debugLevel`}{Debug level of the output of \code{irace}. Set this to 0 to silence all debug messages. Higher values provide more verbose debug messages. (Default: `0`)} +#' \item{`debugLevel`}{Debug level of the output of `irace`. Set this to 0 to silence all debug messages. Higher values provide more verbose debug messages. (Default: `0`)} #' \item{`seed`}{Seed of the random number generator (by default, generate a random seed). (Default: `NA`)} #' \item{`repairConfiguration`}{User-defined R function that takes a configuration generated by irace and repairs it. (Default: `""`)} #' \item{`postselection`}{Perform a postselection race after the execution of irace to consume all remaining budget. Value 0 disables the postselection race. (Default: `1`)} @@ -587,59 +587,59 @@ printScenario <- function(scenario) #' \item Target algorithm execution: #' \describe{ #' \item{`targetRunner`}{Executable called for each configuration that executes the target algorithm to be tuned. See the templates and examples provided. (Default: `"./target-runner"`)} -#' \item{`targetRunnerLauncher`}{Executable that will be used to launch the target runner, when \code{targetRunner} cannot be executed directly (e.g., a Python script in Windows). (Default: `""`)} -#' \item{`targetCmdline`}{Command-line arguments provided to \code{targetRunner} (or \code{targetRunnerLauncher} if defined). The substrings \code{\{configurationID\}}, \code{\{instanceID\}}, \code{\{seed\}}, \code{\{instance\}}, and \code{\{bound\}} will be replaced by their corresponding values. The substring \code{\{targetRunnerArgs\}} will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring \code{\{targetRunner\}}, if present, will be replaced by the value of \code{targetRunner} (useful when using \code{targetRunnerLauncher}). (Default: `"{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}"`)} -#' \item{`targetRunnerRetries`}{Number of times to retry a call to \code{targetRunner} if the call failed. (Default: `0`)} -#' \item{`targetRunnerTimeout`}{Timeout in seconds of any \code{targetRunner} call (only applies to \code{target-runner} executables not to R functions), ignored if 0. (Default: `0`)} -#' \item{`targetRunnerData`}{Optional data passed to \code{targetRunner}. This is ignored by the default \code{targetRunner} function, but it may be used by custom \code{targetRunner} functions to pass persistent data around. (Default: `""`)} -#' \item{`targetRunnerParallel`}{Optional R function to provide custom parallelization of \code{targetRunner}. (Default: `""`)} +#' \item{`targetRunnerLauncher`}{Executable that will be used to launch the target runner, when `targetRunner` cannot be executed directly (e.g., a Python script in Windows). (Default: `""`)} +#' \item{`targetCmdline`}{Command-line arguments provided to `targetRunner` (or `targetRunnerLauncher` if defined). The substrings `\{configurationID\}`, `\{instanceID\}`, `\{seed\}`, `\{instance\}`, and `\{bound\}` will be replaced by their corresponding values. The substring `\{targetRunnerArgs\}` will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring `\{targetRunner\}`, if present, will be replaced by the value of `targetRunner` (useful when using `targetRunnerLauncher`). (Default: `"{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}"`)} +#' \item{`targetRunnerRetries`}{Number of times to retry a call to `targetRunner` if the call failed. (Default: `0`)} +#' \item{`targetRunnerTimeout`}{Timeout in seconds of any `targetRunner` call (only applies to `target-runner` executables not to R functions), ignored if 0. (Default: `0`)} +#' \item{`targetRunnerData`}{Optional data passed to `targetRunner`. This is ignored by the default `targetRunner` function, but it may be used by custom `targetRunner` functions to pass persistent data around. (Default: `""`)} +#' \item{`targetRunnerParallel`}{Optional R function to provide custom parallelization of `targetRunner`. (Default: `""`)} #' \item{`targetEvaluator`}{Optional script or R function that provides a numeric value for each configuration. See templates/target-evaluator.tmpl (Default: `""`)} #' \item{`deterministic`}{If the target algorithm is deterministic, configurations will be evaluated only once per instance. (Default: `0`)} -#' \item{`parallel`}{Number of calls to \code{targetRunner} to execute in parallel. Values \code{0} or \code{1} mean no parallelization. (Default: `0`)} +#' \item{`parallel`}{Number of calls to `targetRunner` to execute in parallel. Values `0` or `1` mean no parallelization. (Default: `0`)} #' \item{`loadBalancing`}{Enable/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster. (Default: `1`)} -#' \item{`mpi`}{Enable/disable MPI. Use \code{Rmpi} to execute \code{targetRunner} in parallel (parameter \code{parallel} is the number of slaves). (Default: `0`)} -#' \item{`batchmode`}{Specify how irace waits for jobs to finish when \code{targetRunner} submits jobs to a batch cluster: sge, pbs, torque, slurm or htcondor. \code{targetRunner} must submit jobs to the cluster using, for example, \code{qsub}. (Default: `0`)} +#' \item{`mpi`}{Enable/disable MPI. Use `Rmpi` to execute `targetRunner` in parallel (parameter `parallel` is the number of slaves). (Default: `0`)} +#' \item{`batchmode`}{Specify how irace waits for jobs to finish when `targetRunner` submits jobs to a batch cluster: sge, pbs, torque, slurm or htcondor. `targetRunner` must submit jobs to the cluster using, for example, `qsub`. (Default: `0`)} #' } #' \item Initial configurations: #' \describe{ #' \item{`initConfigurations`}{Data frame describing initial configurations (usually read from a file using \code{readConfigurations}). (Default: `""`)} -#' \item{`configurationsFile`}{File that contains a table of initial configurations. If empty or \code{NULL}, all initial configurations are randomly generated. (Default: `""`)} +#' \item{`configurationsFile`}{File that contains a table of initial configurations. If empty or `NULL`, all initial configurations are randomly generated. (Default: `""`)} #' } #' \item Training instances: #' \describe{ #' \item{`instances`}{Character vector of the instances to be used in the \code{targetRunner}. (Default: `""`)} -#' \item{`trainInstancesDir`}{Directory where training instances are located; either absolute path or relative to current directory. If no \code{trainInstancesFiles} is provided, all the files in \code{trainInstancesDir} will be listed as instances. (Default: `""`)} -#' \item{`trainInstancesFile`}{File that contains a list of training instances and optionally additional parameters for them. If \code{trainInstancesDir} is provided, \code{irace} will search for the files in this folder. (Default: `""`)} -#' \item{`blockSize`}{Number of training instances, that make up a `block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \code{blockSize} will multiply \code{firstTest}, \code{eachTest} and \code{elitistNewInstances}. (Default: `1`)} +#' \item{`trainInstancesDir`}{Directory where training instances are located; either absolute path or relative to current directory. If no `trainInstancesFiles` is provided, all the files in `trainInstancesDir` will be listed as instances. (Default: `""`)} +#' \item{`trainInstancesFile`}{File that contains a list of training instances and optionally additional parameters for them. If `trainInstancesDir` is provided, `irace` will search for the files in this folder. (Default: `""`)} +#' \item{`blockSize`}{Number of training instances, that make up a 'block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of `blockSize` will multiply `firstTest`, `eachTest` and `elitistNewInstances`. (Default: `1`)} #' } #' \item Tuning budget: #' \describe{ -#' \item{`maxExperiments`}{Maximum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: `0`)} -#' \item{`minExperiments`}{Minimum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and \code{minSurvival}. (Default: `NA`)} -#' \item{`maxTime`}{Maximum total execution time for the executions of \code{targetRunner}. \code{targetRunner} must return two values: cost and time. This value and the one returned by \code{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: `0`)} -#' \item{`budgetEstimation`}{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when \code{maxTime} > 0 (Default: `0.05`)} +#' \item{`maxExperiments`}{Maximum number of runs (invocations of `targetRunner`) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: `0`)} +#' \item{`minExperiments`}{Minimum number of runs (invocations of `targetRunner`) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and `minSurvival`. (Default: `NA`)} +#' \item{`maxTime`}{Maximum total execution time for the executions of `targetRunner`. `targetRunner` must return two values: cost and time. This value and the one returned by `targetRunner` must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: `0`)} +#' \item{`budgetEstimation`}{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when `maxTime` > 0 (Default: `0.05`)} #' \item{`minMeasurableTime`}{Minimum time unit that is still (significantly) measureable. (Default: `0.01`)} #' } #' \item Statistical test: #' \describe{ -#' \item{`testType`}{Statistical test used for elimination. The default value selects \code{t-test} if \code{capping} is enabled or \code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: `""`)} -#' \item{`firstTest`}{Number of instances evaluated before the first elimination test. It must be a multiple of \code{eachTest}. (Default: `5`)} +#' \item{`testType`}{Statistical test used for elimination. The default value selects `t-test` if `capping` is enabled or `F-test`, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: `""`)} +#' \item{`firstTest`}{Number of instances evaluated before the first elimination test. It must be a multiple of `eachTest`. (Default: `5`)} #' \item{`eachTest`}{Number of instances evaluated between elimination tests. (Default: `1`)} #' \item{`confidence`}{Confidence level for the elimination test. (Default: `0.95`)} #' } #' \item Adaptive capping: #' \describe{ -#' \item{`capping`}{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: `NA`)} +#' \item{`capping`}{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`. (Default: `NA`)} #' \item{`cappingType`}{Measure used to obtain the execution bound from the performance of the elite configurations.\itemize{\item median: Median performance of the elite configurations.\item mean: Mean performance of the elite configurations.\item best: Best performance of the elite configurations.\item worst: Worst performance of the elite configurations.} (Default: `"median"`)} #' \item{`boundType`}{Method to calculate the mean performance of elite configurations.\itemize{\item candidate: Mean execution times across the executed instances and the current one.\item instance: Execution time of the current instance.} (Default: `"candidate"`)} -#' \item{`boundMax`}{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: `0`)} +#' \item{`boundMax`}{Maximum execution bound for `targetRunner`. It must be specified when capping is enabled. (Default: `0`)} #' \item{`boundDigits`}{Precision used for calculating the execution time. It must be specified when capping is enabled. (Default: `0`)} -#' \item{`boundPar`}{Penalization constant for timed out executions (executions that reach \code{boundMax} execution time). (Default: `1`)} -#' \item{`boundAsTimeout`}{Replace the configuration cost of bounded executions with \code{boundMax}. (Default: `1`)} +#' \item{`boundPar`}{Penalization constant for timed out executions (executions that reach `boundMax` execution time). (Default: `1`)} +#' \item{`boundAsTimeout`}{Replace the configuration cost of bounded executions with `boundMax`. (Default: `1`)} #' } #' \item Recovery: #' \describe{ -#' \item{`recoveryFile`}{Previously saved log file to recover the execution of \code{irace}, either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. (Default: `""`)} +#' \item{`recoveryFile`}{Previously saved log file to recover the execution of `irace`, either absolute path or relative to the current directory. If empty or `NULL`, recovery is not performed. (Default: `""`)} #' } #' \item Testing: #' \describe{ diff --git a/inst/templates/scenario.txt.tmpl b/inst/templates/scenario.txt.tmpl index b203726d..29844140 100644 --- a/inst/templates/scenario.txt.tmpl +++ b/inst/templates/scenario.txt.tmpl @@ -61,7 +61,7 @@ ## a multiple of `eachTest`. # firstTest = 5 -## Number of training instances, that make up a `block' in +## Number of training instances, that make up a 'block' in ## `trainInstancesFile`. Elimination of configurations will only be performed ## after evaluating a complete block and never in the middle of a block. Each ## block typically contains one instance from each instance class (type or diff --git a/man/defaultScenario.Rd b/man/defaultScenario.Rd index fee0b43b..4150a1f1 100644 --- a/man/defaultScenario.Rd +++ b/man/defaultScenario.Rd @@ -59,7 +59,7 @@ The scenario list contains the following elements: \describe{ \item{\code{targetRunner}}{Executable called for each configuration that executes the target algorithm to be tuned. See the templates and examples provided. (Default: \code{"./target-runner"})} \item{\code{targetRunnerLauncher}}{Executable that will be used to launch the target runner, when \code{targetRunner} cannot be executed directly (e.g., a Python script in Windows). (Default: \code{""})} -\item{\code{targetCmdline}}{Command-line arguments provided to \code{targetRunner} (or \code{targetRunnerLauncher} if defined). The substrings \code{\{configurationID\}}, \code{\{instanceID\}}, \code{\{seed\}}, \code{\{instance\}}, and \code{\{bound\}} will be replaced by their corresponding values. The substring \code{\{targetRunnerArgs\}} will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring \code{\{targetRunner\}}, if present, will be replaced by the value of \code{targetRunner} (useful when using \code{targetRunnerLauncher}). (Default: \code{"{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}"})} +\item{\code{targetCmdline}}{Command-line arguments provided to \code{targetRunner} (or \code{targetRunnerLauncher} if defined). The substrings \verb{\\\{configurationID\\\}}, \verb{\\\{instanceID\\\}}, \verb{\\\{seed\\\}}, \verb{\\\{instance\\\}}, and \verb{\\\{bound\\\}} will be replaced by their corresponding values. The substring \verb{\\\{targetRunnerArgs\\\}} will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring \verb{\\\{targetRunner\\\}}, if present, will be replaced by the value of \code{targetRunner} (useful when using \code{targetRunnerLauncher}). (Default: \code{"{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}"})} \item{\code{targetRunnerRetries}}{Number of times to retry a call to \code{targetRunner} if the call failed. (Default: \code{0})} \item{\code{targetRunnerTimeout}}{Timeout in seconds of any \code{targetRunner} call (only applies to \code{target-runner} executables not to R functions), ignored if 0. (Default: \code{0})} \item{\code{targetRunnerData}}{Optional data passed to \code{targetRunner}. This is ignored by the default \code{targetRunner} function, but it may be used by custom \code{targetRunner} functions to pass persistent data around. (Default: \code{""})} @@ -81,7 +81,44 @@ The scenario list contains the following elements: \item{\code{instances}}{Character vector of the instances to be used in the \code{targetRunner}. (Default: \code{""})} \item{\code{trainInstancesDir}}{Directory where training instances are located; either absolute path or relative to current directory. If no \code{trainInstancesFiles} is provided, all the files in \code{trainInstancesDir} will be listed as instances. (Default: \code{""})} \item{\code{trainInstancesFile}}{File that contains a list of training instances and optionally additional parameters for them. If \code{trainInstancesDir} is provided, \code{irace} will search for the files in this folder. (Default: \code{""})} -\item{\code{blockSize}}{Number of training instances, that make up a \verb{block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \code{blockSize} will multiply \code{firstTest}, \code{eachTest} and \code{elitistNewInstances}. (Default: }1\verb{)\} \} \\item Tuning budget: \\describe\{ \\item\{}maxExperiments\verb{\}\{Maximum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: }0\verb{)\} \\item\{}minExperiments\verb{\}\{Minimum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and \code{minSurvival}. (Default: }NA\verb{)\} \\item\{}maxTime\verb{\}\{Maximum total execution time for the executions of \code{targetRunner}. \code{targetRunner} must return two values: cost and time. This value and the one returned by \code{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: }0\verb{)\} \\item\{}budgetEstimation\verb{\}\{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when \code{maxTime} > 0 (Default: }0.05\verb{)\} \\item\{}minMeasurableTime\verb{\}\{Minimum time unit that is still (significantly) measureable. (Default: }0.01\verb{)\} \} \\item Statistical test: \\describe\{ \\item\{}testType\verb{\}\{Statistical test used for elimination. The default value selects \code{t-test} if \code{capping} is enabled or \code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: }""\verb{)\} \\item\{}firstTest\verb{\}\{Number of instances evaluated before the first elimination test. It must be a multiple of \code{eachTest}. (Default: }5\verb{)\} \\item\{}eachTest\verb{\}\{Number of instances evaluated between elimination tests. (Default: }1\verb{)\} \\item\{}confidence\verb{\}\{Confidence level for the elimination test. (Default: }0.95\verb{)\} \} \\item Adaptive capping: \\describe\{ \\item\{}capping\verb{\}\{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: }NA\verb{)\} \\item\{}cappingType\verb{\}\{Measure used to obtain the execution bound from the performance of the elite configurations.\\itemize\{\\item median: Median performance of the elite configurations.\\item mean: Mean performance of the elite configurations.\\item best: Best performance of the elite configurations.\\item worst: Worst performance of the elite configurations.\} (Default: }"median"\verb{)\} \\item\{}boundType\verb{\}\{Method to calculate the mean performance of elite configurations.\\itemize\{\\item candidate: Mean execution times across the executed instances and the current one.\\item instance: Execution time of the current instance.\} (Default: }"candidate"\verb{)\} \\item\{}boundMax\verb{\}\{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundDigits\verb{\}\{Precision used for calculating the execution time. It must be specified when capping is enabled. (Default: }0\verb{)\} \\item\{}boundPar\verb{\}\{Penalization constant for timed out executions (executions that reach \code{boundMax} execution time). (Default: }1\verb{)\} \\item\{}boundAsTimeout\verb{\}\{Replace the configuration cost of bounded executions with \code{boundMax}. (Default: }1\verb{)\} \} \\item Recovery: \\describe\{ \\item\{}recoveryFile\verb{\}\{Previously saved log file to recover the execution of \code{irace}, either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. (Default: }""\verb{)\} \} \\item Testing: \\describe\{ \\item\{}testInstancesDir\verb{\}\{Directory where testing instances are located, either absolute or relative to current directory. (Default: }""\verb{)\} \\item\{}testInstancesFile\verb{\}\{File containing a list of test instances and optionally additional parameters for them. (Default: }""\verb{)\} \\item\{}testInstances\verb{\}\{Character vector of the instances to be used in the \code{targetRunner} when executing the testing. (Default: }""\verb{)\} \\item\{}testNbElites\verb{\}\{Number of elite configurations returned by irace that will be tested if test instances are provided. (Default: }1\verb{)\} \\item\{}testIterationElites\verb{\}\{Enable/disable testing the elite configurations found at each iteration. (Default: }0`)} +\item{\code{blockSize}}{Number of training instances, that make up a 'block' in \code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \code{blockSize} will multiply \code{firstTest}, \code{eachTest} and \code{elitistNewInstances}. (Default: \code{1})} +} +\item Tuning budget: +\describe{ +\item{\code{maxExperiments}}{Maximum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. (Default: \code{0})} +\item{\code{minExperiments}}{Minimum number of runs (invocations of \code{targetRunner}) that will be performed. It determines the minimum budget of experiments for the tuning. The actual budget depends on the number of parameters and \code{minSurvival}. (Default: \code{NA})} +\item{\code{maxTime}}{Maximum total execution time for the executions of \code{targetRunner}. \code{targetRunner} must return two values: cost and time. This value and the one returned by \code{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, ...). (Default: \code{0})} +\item{\code{budgetEstimation}}{Fraction (smaller than 1) of the budget used to estimate the mean computation time of a configuration. Only used when \code{maxTime} > 0 (Default: \code{0.05})} +\item{\code{minMeasurableTime}}{Minimum time unit that is still (significantly) measureable. (Default: \code{0.01})} +} +\item Statistical test: +\describe{ +\item{\code{testType}}{Statistical test used for elimination. The default value selects \code{t-test} if \code{capping} is enabled or \code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons). (Default: \code{""})} +\item{\code{firstTest}}{Number of instances evaluated before the first elimination test. It must be a multiple of \code{eachTest}. (Default: \code{5})} +\item{\code{eachTest}}{Number of instances evaluated between elimination tests. (Default: \code{1})} +\item{\code{confidence}}{Confidence level for the elimination test. (Default: \code{0.95})} +} +\item Adaptive capping: +\describe{ +\item{\code{capping}}{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: \code{NA})} +\item{\code{cappingType}}{Measure used to obtain the execution bound from the performance of the elite configurations.\itemize{\item median: Median performance of the elite configurations.\item mean: Mean performance of the elite configurations.\item best: Best performance of the elite configurations.\item worst: Worst performance of the elite configurations.} (Default: \code{"median"})} +\item{\code{boundType}}{Method to calculate the mean performance of elite configurations.\itemize{\item candidate: Mean execution times across the executed instances and the current one.\item instance: Execution time of the current instance.} (Default: \code{"candidate"})} +\item{\code{boundMax}}{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: \code{0})} +\item{\code{boundDigits}}{Precision used for calculating the execution time. It must be specified when capping is enabled. (Default: \code{0})} +\item{\code{boundPar}}{Penalization constant for timed out executions (executions that reach \code{boundMax} execution time). (Default: \code{1})} +\item{\code{boundAsTimeout}}{Replace the configuration cost of bounded executions with \code{boundMax}. (Default: \code{1})} +} +\item Recovery: +\describe{ +\item{\code{recoveryFile}}{Previously saved log file to recover the execution of \code{irace}, either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. (Default: \code{""})} +} +\item Testing: +\describe{ +\item{\code{testInstancesDir}}{Directory where testing instances are located, either absolute or relative to current directory. (Default: \code{""})} +\item{\code{testInstancesFile}}{File containing a list of test instances and optionally additional parameters for them. (Default: \code{""})} +\item{\code{testInstances}}{Character vector of the instances to be used in the \code{targetRunner} when executing the testing. (Default: \code{""})} +\item{\code{testNbElites}}{Number of elite configurations returned by irace that will be tested if test instances are provided. (Default: \code{1})} +\item{\code{testIterationElites}}{Enable/disable testing the elite configurations found at each iteration. (Default: \code{0})} } } } diff --git a/man/irace_cmdline.Rd b/man/irace_cmdline.Rd index 3f047c62..4cbac3cc 100644 --- a/man/irace_cmdline.Rd +++ b/man/irace_cmdline.Rd @@ -147,7 +147,7 @@ List of command-line options: --first-test Number of instances evaluated before the first elimination test. It must be a multiple of `eachTest`. Default: 5. - --block-size Number of training instances, that make up a `block' + --block-size Number of training instances, that make up a 'block' in `trainInstancesFile`. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block diff --git a/scripts/generate-options.R b/scripts/generate-options.R index f3b3e573..0f00b5b9 100644 --- a/scripts/generate-options.R +++ b/scripts/generate-options.R @@ -4,6 +4,8 @@ irace_params <- fromJSON(txt = "irace_options.json", simplifyDataFrame = TRUE) is.na.nowarn <- function(x) suppressWarnings(is.na(x)) +is.null.or.na <- function(x) (is.null(x) | is.na.nowarn(x)) + is.null.or.na.or.empty <- function(x) (is.null(x) | is.na.nowarn(x) | (x == "")) format.number.or.string <- function(x) @@ -17,7 +19,7 @@ format.number.or.string <- function(x) else return(y) } -to.Rd.text <- function(x) gsub("\\\\code\\{((?:[^{}\\\\]|\\\\{|\\\\})+)\\}", "`\\1`", x, perl=TRUE) +to.Rd.text <- function(x) gsub("\\\\(?:code|parameter)\\{((?:[^{}\\\\]|\\\\{|\\\\})+)\\}", "`\\1`", x, perl=TRUE) to.plain.text <- function(x) gsub("\\}", "}", gsub("\\{", "{", to.Rd.text(x), fixed=TRUE), fixed=TRUE) to_latex <- function(x) gsub("{", "\\{", gsub("}", "\\}", x, fixed=TRUE), fixed=TRUE) @@ -56,10 +58,10 @@ for (section in ordered_sections) { parameters <- parameters[!is.null.or.na.or.empty(parameters[, "man"]) | !is.null.or.na.or.empty(parameters[, "description"]), , drop = FALSE] if (nrow(parameters) < 1) next - sec.text <- apply(parameters, 1, function(x) { + sec.text <- apply(parameters, 1L, function(x) { paste0("#' \\item{`", x["name"], "`}{", ifelse(is.null.or.na.or.empty(x["man"]), - x["description"], x["man"]), + to.Rd.text(x["description"]), x["man"]), " (Default: `", format.number.or.string(x["default"]), "`)}")}) @@ -79,7 +81,7 @@ writeLines(text, con = conf.filename) gendefparameter <- function(x) { - sprintf(" \\defparameter%s{%s}{%s}{%s}%%\n%s\n", + sprintf(" \\defparameter%s{%s}{%s}{%s}%%\n %s\n", ifelse(x["short"] == "", "", # we have to cut the - paste0("[", substring(x["short"], 2), "]")), @@ -90,7 +92,7 @@ gendefparameter <- function(x) # we have to cut the -- substring(x["long"], 3), ifelse(is.na.nowarn(x["default"]), "", to_latex(x["default"])), - ifelse(x["vignettes"] != "", x["vignettes"], x["description"])) + ifelse(is.null.or.na.or.empty(x["vignettes"]), x["description"], x["vignettes"])) } vin.text <-"\n" @@ -101,14 +103,14 @@ for (section in ordered_sections) { "]{", section, "}"), "\\begin{description}") parameters <- irace_params[irace_params[, "section"] == section, ] - - parameters <- parameters[!is.na(parameters[,"vignettes"]), ] - parameters[is.null(parameters[,"vignettes"]) | (parameters[,"vignettes"] == ""), "vignettes"] <- - parameters[(parameters[,"vignettes"] == ""), "description"] - parameters <- parameters[parameters[,"vignettes"] != "",] - if (nrow(parameters) < 1) next - sec.text <- apply(parameters, 1, gendefparameter) + missing_vignettes <- is.null.or.na.or.empty(parameters[,"vignettes"]) + # parameters <- parameters[!is.na(parameters[,"vignettes"]), ] + parameters[missing_vignettes, "vignettes"] <- parameters[missing_vignettes, "description"] + parameters <- parameters[!is.null.or.na.or.empty(parameters[,"vignettes"]), , drop = FALSE] + + if (nrow(parameters) < 1L) next + sec.text <- apply(parameters, 1L, gendefparameter) vin.text <- c(vin.text, sec.text, "\\end{description}") } @@ -127,8 +129,10 @@ out.text <- for (i in seq_len(nrow(irace_params))) { p <- unlist(irace_params[i, ]) if (startsWith(p["name"], ".")) next + if (is.null.or.na(p["description"])) + stop("Missing description for option:", p["name"], "!") if (p["description"] == "") next - if (p["name"] %in% scenario_file_exclude) next + if (p["name"] %in% scenario_file_exclude) next out.text <- c(out.text, strwrap(to.plain.text(p["description"]), width = 79, prefix = "## "), sprintf("# %s = %s\n", p["name"], @@ -161,7 +165,7 @@ r_text <- sprintf('## This file was generated by scripts/generate-options.R # We need this because this data may mutate "targetRunnerData", "elitist", "deterministic") ', -paste0(deparse(irace_params), collapse = "\n"), -paste0(deparse(irace.params.names), collapse = "\n")) +paste0(trimws(deparse(irace_params), which="right"), collapse = "\n"), +paste0(trimws(deparse(irace.params.names), which="right"), collapse = "\n")) writeLines(r_text, con = "../R/irace-options.R") diff --git a/scripts/irace_options.json b/scripts/irace_options.json index 80371da3..72535782 100644 --- a/scripts/irace_options.json +++ b/scripts/irace_options.json @@ -117,7 +117,7 @@ "long": "--log-file", "default": ".\/irace.Rdata", "description": "File to save tuning results as an R dataset, either absolute path or relative to execDir.", - "vignettes": " File to save tuning results as an \\aR dataset. The provided path must be either an absolute path or relative to \\parameter{execDir}. See \\autoref{sec:output r} for details on the format of the \\aR dataset.", + "vignettes": "File to save tuning results as an \\aR dataset. The provided path must be either an absolute path or relative to \\parameter{execDir}. See \\autoref{sec:output r} for details on the format of the \\aR dataset.", "section": "General options" }, { @@ -177,7 +177,6 @@ "long": "--test-instances-dir", "default": "", "description": "Directory where testing instances are located, either absolute or relative to current directory.", - "vignettes": "Directory where testing instances are located, either absolute or relative to the current directory.", "section": "Testing" }, { @@ -187,7 +186,6 @@ "long": "--test-instances-file", "default": "", "description": "File containing a list of test instances and optionally additional parameters for them.", - "vignettes": "File containing a list of test instances and, optionally, additional parameters for them.", "section": "Testing" }, { @@ -207,7 +205,7 @@ "long": "--test-num-elites", "default": 1, "description": "Number of elite configurations returned by irace that will be tested if test instances are provided.", - "vignettes": " Number of elite configurations returned by irace that will be tested if test instances are provided. For more information about the testing, see \\autoref{sec:testing}.", + "vignettes": "Number of elite configurations returned by irace that will be tested if test instances are provided. For more information about the testing, see \\autoref{sec:testing}.", "section": "Testing" }, { @@ -217,7 +215,6 @@ "long": "--test-iteration-elites", "default": 0, "description": "Enable\/disable testing the elite configurations found at each iteration.", - "vignettes": "Enable\/disable testing the elite configurations found at each iteration.", "section": "Testing" }, { @@ -225,8 +222,8 @@ "type": "s", "short": "", "long": "--test-type", - "default": "", - "domain": "F-test,t-test,t-test-holm,t-test-bonferroni", + "default": "", + "domain": "F-test,t-test,t-test-holm,t-test-bonferroni", "description": "Statistical test used for elimination. The default value selects \\code{t-test} if \\code{capping} is enabled or \\code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons).", "vignettes": "Specifies the statistical test used for elimination:\n\\begin{itemize}\n\\item[] \\code{F-test} (Friedman test)\n\\item[] \\code{t-test} (pairwise t-tests with no correction)\n\\item[] \\code{t-test-bonferroni} (t-test with Bonferroni's correction for multiple comparisons)\n\\item[] \\code{t-test-holm} (t-test with Holm's correction for multiple comparisons).\n\\end{itemize}\n We recommend to not use corrections for multiple comparisons because the test typically becomes too strict and the search stagnates. \nSee \\autoref{sec:stat test} for details about choosing the statistical test most appropriate for your scenario.\n\\begin{xwarningbox}\n The default setting of \\parameter{testType} is \\code{F-test} unless the \\parameter{capping} option is enabled in which case, the default setting is \\code{t-test}.\n\\end{xwarningbox}", "section": "Statistical test" @@ -238,7 +235,7 @@ "long": "--first-test", "default": 5, "description": "Number of instances evaluated before the first elimination test. It must be a multiple of \\code{eachTest}.", - "vignettes": " Specifies how many instances are evaluated before the first elimination test.\n\\begin{xwarningbox}\nThe value of \\parameter{firstTest} must be a multiple of \\parameter{eachTest}.\n\\end{xwarningbox}", + "vignettes": "Specifies how many instances are evaluated before the first elimination test.\n\\begin{xwarningbox}\nThe value of \\parameter{firstTest} must be a multiple of \\parameter{eachTest}.\n\\end{xwarningbox}", "section": "Statistical test" }, { @@ -247,7 +244,7 @@ "short": "", "long": "--block-size", "default": 1, - "description": "Number of training instances, that make up a `block' in \\code{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \\code{blockSize} will multiply \\code{firstTest}, \\code{eachTest} and \\code{elitistNewInstances}.", + "description": "Number of training instances, that make up a 'block' in \\parameter{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \\parameter{blockSize} will multiply \\parameter{firstTest}, \\parameter{eachTest} and \\parameter{elitistNewInstances}.", "section": "Training instances" }, { @@ -276,9 +273,8 @@ "short": "", "long": "--target-runner-launcher", "default": "", - "vignettes": "Executable that will be used to launch the target runner, when \\parameter{targetRunner} cannot be executed directly (e.g., a Python script in Windows).", - "section": "Target algorithm execution", - "description": "Executable that will be used to launch the target runner, when \\code{targetRunner} cannot be executed directly (e.g., a Python script in Windows)." + "description": "Executable that will be used to launch the target runner, when \\parameter{targetRunner} cannot be executed directly (e.g., a Python script in Windows).", + "section": "Target algorithm execution" }, { "name": "targetCmdline", @@ -296,9 +292,8 @@ "short": "", "long": "--target-runner-retries", "default": 0, - "vignettes": "Number of times to retry a call to \\parameter{targetRunner} if the call failed.", - "section": "Target algorithm execution", - "description": "Number of times to retry a call to \\code{targetRunner} if the call failed." + "description": "Number of times to retry a call to \\parameter{targetRunner} if the call failed.", + "section": "Target algorithm execution" }, { "name": "targetRunnerTimeout", @@ -307,8 +302,7 @@ "long": "--target-runner-timeout", "default": 0, "section": "Target algorithm execution", - "vignettes": "Timeout in seconds of any \\parameter{targetRunner} call (only applies to \\code{target-runner} executables not to R functions), ignored if 0.", - "description": "Timeout in seconds of any \\code{targetRunner} call (only applies to \\code{target-runner} executables not to R functions), ignored if 0." + "description": "Timeout in seconds of any \\parameter{targetRunner} call (only applies to \\code{target-runner} executables not to R functions), ignored if 0." }, { "name": "targetRunnerData", @@ -316,9 +310,8 @@ "short": "", "long": "", "default": "", - "vignettes": "Optional data passed to \\parameter{targetRunner}. This is ignored by the default \\parameter{targetRunner} function, but it may be used by custom \\parameter{targetRunner} functions to pass persistent data around.", - "section": "Target algorithm execution", - "description": "Optional data passed to \\code{targetRunner}. This is ignored by the default \\code{targetRunner} function, but it may be used by custom \\code{targetRunner} functions to pass persistent data around." + "description": "Optional data passed to \\parameter{targetRunner}. This is ignored by the default \\parameter{targetRunner} function, but it may be used by custom \\parameter{targetRunner} functions to pass persistent data around.", + "section": "Target algorithm execution" }, { "name": "targetRunnerParallel", @@ -326,7 +319,7 @@ "short": "", "long": "", "default": "", - "vignettes": " Optional \\aR function to provide custom parallelization of \\parameter{targetRunner}. See \\autoref{sec:parallel} for more information.", + "vignettes": "Optional \\aR function to provide custom parallelization of \\parameter{targetRunner}. See \\autoref{sec:parallel} for more information.", "section": "Target algorithm execution", "description": "Optional R function to provide custom parallelization of \\code{targetRunner}." }, @@ -347,7 +340,7 @@ "long": "--deterministic", "default": 0, "description": "If the target algorithm is deterministic, configurations will be evaluated only once per instance.", - "vignettes": " Enable\/disable deterministic target algorithm mode. If the target algorithm is deterministic, configurations will be evaluated only once per instance. See \\autoref{sec:training} for more information.\n\\begin{xwarningbox}\n If the number of instances provided is less than the value specified for the option \\parameter{firstTest}, no statistical test will be performed.\n\\end{xwarningbox}", + "vignettes": "Enable\/disable deterministic target algorithm mode. If the target algorithm is deterministic, configurations will be evaluated only once per instance. See \\autoref{sec:training} for more information.\n\\begin{xwarningbox}\n If the number of instances provided is less than the value specified for the option \\parameter{firstTest}, no statistical test will be performed.\n\\end{xwarningbox}", "section": "Target algorithm execution" }, { @@ -397,7 +390,6 @@ "long": "--min-measurable-time", "default": 0.01, "description": "Minimum time unit that is still (significantly) measureable.", - "vignettes": "Minimum time unit that is still (significantly) measureable.", "section": "Tuning budget" }, { @@ -417,7 +409,7 @@ "long": "--load-balancing", "default": 1, "description": "Enable\/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster.", - "vignettes": " Enable\/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster. See \\autoref{sec:parallel}.", + "vignettes": "Enable\/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster. See \\autoref{sec:parallel}.", "section": "Target algorithm execution" }, { @@ -427,7 +419,7 @@ "long": "--mpi", "default": 0, "description": "Enable\/disable MPI. Use \\code{Rmpi} to execute \\code{targetRunner} in parallel (parameter \\code{parallel} is the number of slaves).", - "vignettes": " Enable\/disable use of \\pkg{Rmpi} to execute the \\parameter{targetRunner} in parallel using MPI protocol. When \\parameter{mpi} is enabled, the option \\parameter{parallel} is the number of slave nodes. See \\autoref{sec:parallel}.", + "vignettes": "Enable\/disable use of \\pkg{Rmpi} to execute the \\parameter{targetRunner} in parallel using MPI protocol. When \\parameter{mpi} is enabled, the option \\parameter{parallel} is the number of slave nodes. See \\autoref{sec:parallel}.", "section": "Target algorithm execution" }, { @@ -437,7 +429,7 @@ "long": "--batchmode", "default": 0, "domain": "sge,pbs,torque,slurm,htcondor", - "vignettes": " Specify how irace waits for jobs to finish when \\parameter{targetRunner} submits jobs to a batch cluster: \\code{sge}, \\code{pbs}, \\code{torque}, \\code{slurm} or \\code{htcondor} (\\parameter{targetRunner} must submit jobs to the cluster using. for example, \\code{qsub}). See \\autoref{sec:parallel}.", + "vignettes": "Specify how irace waits for jobs to finish when \\parameter{targetRunner} submits jobs to a batch cluster: \\code{sge}, \\code{pbs}, \\code{torque}, \\code{slurm} or \\code{htcondor} (\\parameter{targetRunner} must submit jobs to the cluster using. for example, \\code{qsub}). See \\autoref{sec:parallel}.", "section": "Target algorithm execution", "description": "Specify how irace waits for jobs to finish when \\code{targetRunner} submits jobs to a batch cluster: sge, pbs, torque, slurm or htcondor. \\code{targetRunner} must submit jobs to the cluster using, for example, \\code{qsub}." }, @@ -477,7 +469,7 @@ "long": "--soft-restart", "default": 1, "description": "Enable\/disable the soft restart strategy that avoids premature convergence of the probabilistic model.", - "vignettes": " Enable\/disable the soft-restart strategy that avoids premature convergence of the probabilistic model. When a sampled configuration is \\emph{similar} to its parent configuration, the probabilistic model of these configurations is soft restarted. The soft-restart mechanism is explained in the \\irace paper~\\citep{LopDubPerStuBir2016irace}. The similarity of categorical and ordinal parameters is given by the hamming distance, and the option \\parameter{softRestartThreshold} defines the similarity of numerical parameters.", + "vignettes": "Enable\/disable the soft-restart strategy that avoids premature convergence of the probabilistic model. When a sampled configuration is \\emph{similar} to its parent configuration, the probabilistic model of these configurations is soft restarted. The soft-restart mechanism is explained in the \\irace paper~\\citep{LopDubPerStuBir2016irace}. The similarity of categorical and ordinal parameters is given by the hamming distance, and the option \\parameter{softRestartThreshold} defines the similarity of numerical parameters.", "section": "Internal \\irace options" }, { @@ -486,9 +478,8 @@ "short": "", "long": "--soft-restart-threshold", "default": 0.0001, - "vignettes": "Soft restart threshold value for numerical parameters.", - "section": "Internal \\irace options", - "description": "Soft restart threshold value for numerical parameters." + "description": "Soft restart threshold value for numerical parameters.", + "section": "Internal \\irace options" }, { "name": "elitist", @@ -507,7 +498,7 @@ "long": "--elitist-new-instances", "default": 1, "description": "Number of instances added to the execution list before previous instances in elitist irace.", - "vignettes": " Number of new instances added to each race before evaluating instances from previous races (only for elitist \\irace).\n \\begin{xwarningbox}\n \n If \\parameter{deterministic} is \\code{TRUE} then the number of \\parameter{elitistNewInstances} will be reduced or set to \\code{0} once all instances have been evaluated.\n\\end{xwarningbox}", + "vignettes": "Number of new instances added to each race before evaluating instances from previous races (only for elitist \\irace).\n \\begin{xwarningbox}\n \n If \\parameter{deterministic} is \\code{TRUE} then the number of \\parameter{elitistNewInstances} will be reduced or set to \\code{0} once all instances have been evaluated.\n\\end{xwarningbox}", "section": "Elitist \\irace" }, { @@ -517,7 +508,7 @@ "long": "--elitist-limit", "default": 2, "description": "In elitist irace, maximum number per race of elimination tests that do not eliminate a configuration. Use 0 for no limit.", - "vignettes": " Maximum number of statistical tests performed without successful elimination after all instances from the previous race have been evaluated. If the limit is reached, the current race is stopped. Only valid for elitist \\irace. Use \\code{0} to disable the limit.", + "vignettes": "Maximum number of statistical tests performed without successful elimination after all instances from the previous race have been evaluated. If the limit is reached, the current race is stopped. Only valid for elitist \\irace. Use \\code{0} to disable the limit.", "section": "Elitist \\irace" }, { @@ -548,7 +539,7 @@ "default": "median", "domain": "median,mean,worst,best", "description": "Measure used to obtain the execution bound from the performance of the elite configurations: median, mean, worst, best.", - "vignettes": " Specifies the measure used to define the execution bound:\n\\begin{itemize}\n\\item[] \\code{median} (the median of the performance of the elite configurations)\n\\item[] \\code{mean} (the mean of the performance of the elite configurations)\n\\item[] \\code{best} (the best performance of the elite configurations)\n\\item[] \\code{worst} (the worst performance of the elite configurations).\n\\end{itemize}", + "vignettes": "Specifies the measure used to define the execution bound:\n\\begin{itemize}\n\\item[] \\code{median} (the median of the performance of the elite configurations)\n\\item[] \\code{mean} (the mean of the performance of the elite configurations)\n\\item[] \\code{best} (the best performance of the elite configurations)\n\\item[] \\code{worst} (the worst performance of the elite configurations).\n\\end{itemize}", "section": "Adaptive capping", "man": "Measure used to obtain the execution bound from the performance of the elite configurations.\\itemize{\\item median: Median performance of the elite configurations.\\item mean: Mean performance of the elite configurations.\\item best: Best performance of the elite configurations.\\item worst: Worst performance of the elite configurations.}" }, @@ -570,8 +561,7 @@ "short": "", "long": "--bound-max", "default": 0, - "description": "Maximum execution bound for \\code{targetRunner}. It must be specified when capping is enabled.", - "vignettes": "Maximum execution bound for \\code{targetRunner}. It must be specified when capping is enabled.", + "description": "Maximum execution bound for \\parameter{targetRunner}. It must be specified when capping is enabled.", "section": "Adaptive capping" }, { @@ -581,8 +571,7 @@ "long": "--bound-digits", "default": 0, "description": "Precision used for calculating the execution time. It must be specified when capping is enabled.", - "vignettes": "Precision used for calculating the execution time. It must be specified when capping is enabled.", - "section": "Adaptive capping" + "section": "Adaptive capping" }, { "name": "boundPar", @@ -600,8 +589,8 @@ "short": "", "long": "--bound-as-timeout", "default": 1, - "description": "Replace the configuration cost of bounded executions with \\code{boundMax}.", - "vignettes": "Replace the configuration cost of bounded executions with \\parameter{boundMax}. See \\autoref{sec:capping}.", + "description": "Replace the configuration cost of bounded executions with \\code{boundMax}.", + "vignettes": "Replace the configuration cost of bounded executions with \\parameter{boundMax}. See \\autoref{sec:capping}.", "section": "Adaptive capping" }, { @@ -660,7 +649,7 @@ "short": "", "long": "--num-configurations", "default": 0, - "vignettes": " The number of configurations that will be raced at each iteration. By default (when equal to 0), this value changes for each iteration and depends on \\parameter{nbExperimentsPerIteration}, the iteration index and \\parameter{mu}. The precise details are given in the \\irace paper~\\citep{LopDubPerStuBir2016irace}.\nWe recommend to use the default value.", + "vignettes": "The number of configurations that will be raced at each iteration. By default (when equal to 0), this value changes for each iteration and depends on \\parameter{nbExperimentsPerIteration}, the iteration index and \\parameter{mu}. The precise details are given in the \\irace paper~\\citep{LopDubPerStuBir2016irace}.\nWe recommend to use the default value.", "section": "Internal \\irace options", "description": "Number of configurations to be sampled and evaluated at each iteration." }, @@ -670,7 +659,7 @@ "short": "", "long": "--mu", "default": 5, - "vignettes": " Parameter used to define the number of configurations to be sampled and evaluated at each iteration. The number of configurations will be calculated such that there is enough budget in each race to evaluate all configurations on at least $\\mu + \\min(5,j)$ training instances, where $j$ is the index of the current iteration. The value of $\\mu$ will be adjusted to never be lower than the value of \\parameter{firstTest}. We recommend to use the default value and, if needed, adjust \\parameter{firstTest}and \\parameter{eachTest}, instead.", + "vignettes": "Parameter used to define the number of configurations to be sampled and evaluated at each iteration. The number of configurations will be calculated such that there is enough budget in each race to evaluate all configurations on at least $\\mu + \\min(5,j)$ training instances, where $j$ is the index of the current iteration. The value of $\\mu$ will be adjusted to never be lower than the value of \\parameter{firstTest}. We recommend to use the default value and, if needed, adjust \\parameter{firstTest}and \\parameter{eachTest}, instead.", "section": "Internal \\irace options", "description": "Parameter used to define the number of configurations sampled and evaluated at each iteration." }, @@ -681,7 +670,6 @@ "long": "--confidence", "default": 0.95, "description": "Confidence level for the elimination test.", - "vignettes": "Confidence level for the elimination test.", "section": "Statistical test" } ] diff --git a/vignettes/section/irace-options.Rnw b/vignettes/section/irace-options.Rnw index c9cf777e..620c44a0 100644 --- a/vignettes/section/irace-options.Rnw +++ b/vignettes/section/irace-options.Rnw @@ -4,118 +4,121 @@ \subsection[General options]{General options} \begin{description} \defparameter[h]{-{}-help}{help}{}% -Show the list of command-line options of \irace. + Show the list of command-line options of \irace. \defparameter[v]{-{}-version}{version}{}% -Show the version of \irace. + Show the version of \irace. \defparameter[c]{-{}-check}{check}{}% -Check that the scenario and parameter definitions are correct and test the execution of the target algorithm. See \autoref{sec:execution}. + Check that the scenario and parameter definitions are correct and test the execution of the target algorithm. See \autoref{sec:execution}. \defparameter[i]{-{}-init}{init}{}% -Initialize the working directory with the template config files. This copies the files in \code{\$IRACE_HOME/templates} to the working directory without overwriting the files with the same names as those of the template files. + Initialize the working directory with the template config files. This copies the files in \code{\$IRACE_HOME/templates} to the working directory without overwriting the files with the same names as those of the template files. \defparameter[s]{scenarioFile}{scenario}{./scenario.txt}% -File that contains the scenario setup and other irace options. All options listed in this section can be included in this file. See \IRACEHOME{/templates/} for an example. Relative file-system paths specified in the scenario file are relative to the scenario file itself. + File that contains the scenario setup and other irace options. All options listed in this section can be included in this file. See \IRACEHOME{/templates/} for an example. Relative file-system paths specified in the scenario file are relative to the scenario file itself. \defparameter{execDir}{exec-dir}{./}% -Directory where the target runner will be run. The default execution directory is the current directory. + Directory where the target runner will be run. The default execution directory is the current directory. \begin{xwarningbox} The execution directory must exist before executing \irace, it will not be created automatically. \end{xwarningbox} \defparameter[l]{logFile}{log-file}{./irace.Rdata}% - File to save tuning results as an \aR dataset. The provided path must be either an absolute path or relative to \parameter{execDir}. See \autoref{sec:output r} for details on the format of the \aR dataset. + File to save tuning results as an \aR dataset. The provided path must be either an absolute path or relative to \parameter{execDir}. See \autoref{sec:output r} for details on the format of the \aR dataset. + + \defparameter[q]{quiet}{quiet}{0}% + Reduce the output generated by irace to a minimum. \defparameter{debugLevel}{debug-level}{0}% -Level of information to display in the text output of \irace. A value of 0 silences all debug messages. Higher values provide more verbose debug messages. Details about the text output of \irace are given in \autoref{sec:output text}. + Level of information to display in the text output of \irace. A value of 0 silences all debug messages. Higher values provide more verbose debug messages. Details about the text output of \irace are given in \autoref{sec:output text}. \defparameter{seed}{seed}{}% -Seed to initiallize the random number generator. The seed must be a positive integer. If the seed is \code{""} or \code{NULL}, a random seed will be generated. + Seed to initiallize the random number generator. The seed must be a positive integer. If the seed is \code{""} or \code{NULL}, a random seed will be generated. \defparameter{repairConfiguration}{}{}% -User-defined \aR function that takes a configuration generated by \irace and repairs it. See \autoref{sec:repairconf} for details. + User-defined \aR function that takes a configuration generated by \irace and repairs it. See \autoref{sec:repairconf} for details. \defparameter{postselection}{postselection}{1}% -Perform a postselection race after the execution of \irace to consume all remaining budget. Value 0 disables the postselection race. See \autoref{sec:postselection}. + Perform a postselection race after the execution of \irace to consume all remaining budget. Value 0 disables the postselection race. See \autoref{sec:postselection}. \defparameter{aclib}{aclib}{0}% -Enable/disable AClib mode. This option enables compatibility with \texttt{GenericWrapper4AC} (\url{https://github.com/automl/GenericWrapper4AC/}) as \parameter{targetRunner} script. + Enable/disable AClib mode. This option enables compatibility with \texttt{GenericWrapper4AC} (\url{https://github.com/automl/GenericWrapper4AC/}) as \parameter{targetRunner} script. \end{description} \subsection[Elitist irace]{Elitist \irace} \begin{description} \defparameter[e]{elitist}{elitist}{1}% -Enable/disable elitist \irace. + Enable/disable elitist \irace. In the \textbf{elitist} version of \code{irace}~\citep{LopDubPerStuBir2016irace}, elite configurations are not discarded from the race until non-elite configurations have been executed on the same instances as the elite configurations. - Each race begins by evaluating all configurations on a number of new instances. This number is defined by the option \parameter{elitistNewInstances}. After the new instances have been evaluated, configurations are evaluated on instances seen in the previous race. Elite configurations already have results for most of these previous instances and, therefore, do not need to be re-evaluated. Finally, after configurations have been evaluated on all these instances, the race continues by evaluating additional new instances. + Each race begins by evaluating all configurations on a number of new instances. This number is defined by the option \parameter{elitistNewInstances}. After the new instances have been evaluated, configurations are evaluated on instances seen in the previous race. Elite configurations already have results for most of these previous instances and, therefore, do not need to be re-evaluated. Finally, after configurations have been evaluated on all these instances, the race continues by evaluating additional new instances. - The statistical tests can be performed at any moment during the race according to the setting of the options \parameter{firstTest} and \parameter{eachTest}. The elitist rule forbids discarding elite configurations, even if the show poor performance, until the last of the previous instances is seen in the race. + The statistical tests can be performed at any moment during the race according to the setting of the options \parameter{firstTest} and \parameter{eachTest}. The elitist rule forbids discarding elite configurations, even if the show poor performance, until the last of the previous instances is seen in the race. The \textbf{non-elitist} version of \irace can discard elite configurations at any point of the race, instances are not re-used from one race to the next, and new instances are sampled for each race. \defparameter{elitistNewInstances}{elitist-new-instances}{1}% Number of new instances added to each race before evaluating instances from previous races (only for elitist \irace). \begin{xwarningbox} - + If \parameter{deterministic} is \code{TRUE} then the number of \parameter{elitistNewInstances} will be reduced or set to \code{0} once all instances have been evaluated. \end{xwarningbox} \defparameter{elitistLimit}{elitist-limit}{2}% - Maximum number of statistical tests performed without successful elimination after all instances from the previous race have been evaluated. If the limit is reached, the current race is stopped. Only valid for elitist \irace. Use \code{0} to disable the limit. + Maximum number of statistical tests performed without successful elimination after all instances from the previous race have been evaluated. If the limit is reached, the current race is stopped. Only valid for elitist \irace. Use \code{0} to disable the limit. \end{description} \subsection[Internal irace options]{Internal \irace options} \begin{description} \defparameter{sampleInstances}{sample-instances}{1}% -Enable/disable the sampling of the training instances. If the option \parameter{sampleInstances} is disabled, the instances are used in the order provided in the \parameter{trainInstancesFile} or in the order they are read from the \parameter{trainInstancesDir} when\parameter{trainInstancesFile} is not provided. For more information about training instances see \autoref{sec:training}. + Enable/disable the sampling of the training instances. If the option \parameter{sampleInstances} is disabled, the instances are used in the order provided in the \parameter{trainInstancesFile} or in the order they are read from the \parameter{trainInstancesDir} when\parameter{trainInstancesFile} is not provided. For more information about training instances see \autoref{sec:training}. \defparameter{softRestart}{soft-restart}{1}% - Enable/disable the soft-restart strategy that avoids premature convergence of the probabilistic model. When a sampled configuration is \emph{similar} to its parent configuration, the probabilistic model of these configurations is soft restarted. The soft-restart mechanism is explained in the \irace paper~\citep{LopDubPerStuBir2016irace}. The similarity of categorical and ordinal parameters is given by the hamming distance, and the option \parameter{softRestartThreshold} defines the similarity of numerical parameters. + Enable/disable the soft-restart strategy that avoids premature convergence of the probabilistic model. When a sampled configuration is \emph{similar} to its parent configuration, the probabilistic model of these configurations is soft restarted. The soft-restart mechanism is explained in the \irace paper~\citep{LopDubPerStuBir2016irace}. The similarity of categorical and ordinal parameters is given by the hamming distance, and the option \parameter{softRestartThreshold} defines the similarity of numerical parameters. \defparameter{softRestartThreshold}{soft-restart-threshold}{1e-04}% -Soft restart threshold value for numerical parameters. + Soft restart threshold value for numerical parameters. \defparameter{nbIterations}{iterations}{0}% -Maximum number of iterations to be executed. Each iteration involves the generation of new configurations and the use of racing to select the best configurations. By default (with 0), \irace calculates a \emph{minimum} number of iterations as $\Niter = \lfloor 2 + \log_{2}\Nparam \rfloor$, where $\Nparam$ is the number of non-fixed parameters to be tuned. Setting this parameter may make \irace stop sooner than it should without using all the available budget. We recommend to use the default value. + Maximum number of iterations to be executed. Each iteration involves the generation of new configurations and the use of racing to select the best configurations. By default (with 0), \irace calculates a \emph{minimum} number of iterations as $\Niter = \lfloor 2 + \log_{2}\Nparam \rfloor$, where $\Nparam$ is the number of non-fixed parameters to be tuned. Setting this parameter may make \irace stop sooner than it should without using all the available budget. We recommend to use the default value. \defparameter{nbExperimentsPerIteration}{experiments-per-iteration}{0}% -Number of runs of the target algorithm per iteration. By default (when equal to 0), this value changes for each iteration and depends on the iteration index and the remaining budget. Further details are provided in the \irace paper~\citep{LopDubPerStuBir2016irace}. + Number of runs of the target algorithm per iteration. By default (when equal to 0), this value changes for each iteration and depends on the iteration index and the remaining budget. Further details are provided in the \irace paper~\citep{LopDubPerStuBir2016irace}. We recommend to use the default value. \defparameter{minNbSurvival}{min-survival}{0}% -Minimum number of configurations needed to continue the execution of each race (iteration). If the number of configurations alive in the race is not larger than this value, the current iteration will stop and a new iteration will start, even if there is budget left to continue the current race. By default (when equal to 0), the value is calculated automatically as $\lfloor 2 + \log_{2}\Nparam \rfloor$, where $\Nparam$ is the number of non-fixed parameters to be tuned. + Minimum number of configurations needed to continue the execution of each race (iteration). If the number of configurations alive in the race is not larger than this value, the current iteration will stop and a new iteration will start, even if there is budget left to continue the current race. By default (when equal to 0), the value is calculated automatically as $\lfloor 2 + \log_{2}\Nparam \rfloor$, where $\Nparam$ is the number of non-fixed parameters to be tuned. \defparameter{nbConfigurations}{num-configurations}{0}% - The number of configurations that will be raced at each iteration. By default (when equal to 0), this value changes for each iteration and depends on \parameter{nbExperimentsPerIteration}, the iteration index and \parameter{mu}. The precise details are given in the \irace paper~\citep{LopDubPerStuBir2016irace}. + The number of configurations that will be raced at each iteration. By default (when equal to 0), this value changes for each iteration and depends on \parameter{nbExperimentsPerIteration}, the iteration index and \parameter{mu}. The precise details are given in the \irace paper~\citep{LopDubPerStuBir2016irace}. We recommend to use the default value. \defparameter{mu}{mu}{5}% - Parameter used to define the number of configurations to be sampled and evaluated at each iteration. The number of configurations will be calculated such that there is enough budget in each race to evaluate all configurations on at least $\mu + \min(5,j)$ training instances, where $j$ is the index of the current iteration. The value of $\mu$ will be adjusted to never be lower than the value of \parameter{firstTest}. We recommend to use the default value and, if needed, adjust \parameter{firstTest}and \parameter{eachTest}, instead. + Parameter used to define the number of configurations to be sampled and evaluated at each iteration. The number of configurations will be calculated such that there is enough budget in each race to evaluate all configurations on at least $\mu + \min(5,j)$ training instances, where $j$ is the index of the current iteration. The value of $\mu$ will be adjusted to never be lower than the value of \parameter{firstTest}. We recommend to use the default value and, if needed, adjust \parameter{firstTest}and \parameter{eachTest}, instead. \end{description} \subsection[Target algorithm parameters]{Target algorithm parameters} \begin{description} \defparameter[p]{parameterFile}{parameter-file}{./parameters.txt}% -File that contains the description of the parameters of the target algorithm. See \autoref{sec:target parameters}. + File that contains the description of the parameters of the target algorithm. See \autoref{sec:target parameters}. \end{description} \subsection[Target algorithm execution]{Target algorithm execution} \begin{description} \defparameter{targetRunner}{target-runner}{./target-runner}% -Executable or \aR function that evaluates a configuration of the target algorithm on a particular instance. See \autoref{sec:runner} for details. + Executable or \aR function that evaluates a configuration of the target algorithm on a particular instance. See \autoref{sec:runner} for details. \defparameter{targetRunnerLauncher}{target-runner-launcher}{}% -Executable that will be used to launch the target runner, when \parameter{targetRunner} cannot be executed directly (e.g., a Python script in Windows). + Executable that will be used to launch the target runner, when \parameter{targetRunner} cannot be executed directly (e.g., a Python script in Windows). \defparameter{targetCmdline}{target-cmdline}{\{configurationID\} \{instanceID\} \{seed\} \{instance\} \{bound\} \{targetRunnerArgs\}}% -Command-line arguments provided to \parameter{targetRunner} (or \parameter{targetRunnerLauncher} if defined). The substrings \code{\{configurationID\}}, \code{\{instanceID\}}, \code{\{seed\}}, \code{\{instance\}}, and \code{\{bound\}} will be replaced by their corresponding values. The substring \code{\{targetRunnerArgs\}} will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring \code{\{targetRunner\}}, if present, will be replaced by the value of \parameter{targetRunner} (useful when using \parameter{targetRunnerLauncher}). Example: + Command-line arguments provided to \parameter{targetRunner} (or \parameter{targetRunnerLauncher} if defined). The substrings \code{\{configurationID\}}, \code{\{instanceID\}}, \code{\{seed\}}, \code{\{instance\}}, and \code{\{bound\}} will be replaced by their corresponding values. The substring \code{\{targetRunnerArgs\}} will be replaced by the concatenation of the switch and value of all active parameters of the particular configuration being evaluated. The substring \code{\{targetRunner\}}, if present, will be replaced by the value of \parameter{targetRunner} (useful when using \parameter{targetRunnerLauncher}). Example: <>= targetRunner="./real_target_runner.py" @@ -126,44 +129,44 @@ targetCmdLine="-m {targetRunner} {configurationID} {instanceID}\ \defparameter{targetRunnerRetries}{target-runner-retries}{0}% -Number of times to retry a call to \parameter{targetRunner} if the call failed. + Number of times to retry a call to \parameter{targetRunner} if the call failed. \defparameter{targetRunnerTimeout}{target-runner-timeout}{0}% -Timeout in seconds of any \parameter{targetRunner} call (only applies to \code{target-runner} executables not to R functions), ignored if 0. + Timeout in seconds of any \parameter{targetRunner} call (only applies to \code{target-runner} executables not to R functions), ignored if 0. \defparameter{targetRunnerData}{}{}% -Optional data passed to \parameter{targetRunner}. This is ignored by the default \parameter{targetRunner} function, but it may be used by custom \parameter{targetRunner} functions to pass persistent data around. + Optional data passed to \parameter{targetRunner}. This is ignored by the default \parameter{targetRunner} function, but it may be used by custom \parameter{targetRunner} functions to pass persistent data around. \defparameter{targetRunnerParallel}{}{}% Optional \aR function to provide custom parallelization of \parameter{targetRunner}. See \autoref{sec:parallel} for more information. \defparameter{targetEvaluator}{target-evaluator}{}% -Optional script or \aR function that returns a numerical value for an experiment after all configurations have been executed on a given instance using \parameter{targetRunner}. See \autoref{sec:evaluator} for details. + Optional script or \aR function that returns a numerical value for an experiment after all configurations have been executed on a given instance using \parameter{targetRunner}. See \autoref{sec:evaluator} for details. \defparameter{deterministic}{deterministic}{0}% - Enable/disable deterministic target algorithm mode. If the target algorithm is deterministic, configurations will be evaluated only once per instance. See \autoref{sec:training} for more information. + Enable/disable deterministic target algorithm mode. If the target algorithm is deterministic, configurations will be evaluated only once per instance. See \autoref{sec:training} for more information. \begin{xwarningbox} If the number of instances provided is less than the value specified for the option \parameter{firstTest}, no statistical test will be performed. \end{xwarningbox} \defparameter{parallel}{parallel}{0}% -Number of calls of the \parameter{targetRunner} to execute in parallel. Values 0 or 1 mean no parallelization. For more information on parallelization, see \autoref{sec:parallel}. + Number of calls of the \parameter{targetRunner} to execute in parallel. Values 0 or 1 mean no parallelization. For more information on parallelization, see \autoref{sec:parallel}. \defparameter{loadBalancing}{load-balancing}{1}% - Enable/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster. See \autoref{sec:parallel}. + Enable/disable load-balancing when executing experiments in parallel. Load-balancing makes better use of computing resources, but increases communication overhead. If this overhead is large, disabling load-balancing may be faster. See \autoref{sec:parallel}. \defparameter{mpi}{mpi}{0}% - Enable/disable use of \pkg{Rmpi} to execute the \parameter{targetRunner} in parallel using MPI protocol. When \parameter{mpi} is enabled, the option \parameter{parallel} is the number of slave nodes. See \autoref{sec:parallel}. + Enable/disable use of \pkg{Rmpi} to execute the \parameter{targetRunner} in parallel using MPI protocol. When \parameter{mpi} is enabled, the option \parameter{parallel} is the number of slave nodes. See \autoref{sec:parallel}. \defparameter{batchmode}{batchmode}{0}% - Specify how irace waits for jobs to finish when \parameter{targetRunner} submits jobs to a batch cluster: \code{sge}, \code{pbs}, \code{torque}, \code{slurm} or \code{htcondor} (\parameter{targetRunner} must submit jobs to the cluster using. for example, \code{qsub}). See \autoref{sec:parallel}. + Specify how irace waits for jobs to finish when \parameter{targetRunner} submits jobs to a batch cluster: \code{sge}, \code{pbs}, \code{torque}, \code{slurm} or \code{htcondor} (\parameter{targetRunner} must submit jobs to the cluster using. for example, \code{qsub}). See \autoref{sec:parallel}. \end{description} \subsection[Initial configurations]{Initial configurations} \begin{description} \defparameter{configurationsFile}{configurations-file}{}% -File containing a table of initial configurations. If empty or \code{NULL}, \irace will not use initial configurations. See \autoref{sec:initial}. + File containing a table of initial configurations. If empty or \code{NULL}, \irace will not use initial configurations. See \autoref{sec:initial}. \begin{xwarningbox} The provided configurations must not violate the constraints described in \parameter{parameterFile} and \parameter{forbiddenFile}. \end{xwarningbox} @@ -173,47 +176,50 @@ The provided configurations must not violate the constraints described in \param \subsection[Training instances]{Training instances} \begin{description} \defparameter{trainInstancesDir}{train-instances-dir}{}% -Directory where training instances are located; either absolute path or relative to current directory. See \autoref{sec:training}. + Directory where training instances are located; either absolute path or relative to current directory. See \autoref{sec:training}. \defparameter{trainInstancesFile}{train-instances-file}{}% -File that contains a list of instances and optionally additional parameters for them. See \autoref{sec:training}. + File that contains a list of instances and optionally additional parameters for them. See \autoref{sec:training}. \begin{xwarningbox} The list of instances in \parameter{trainInstancesFile} is interpreted as file-system paths relative to \parameter{trainInstancesDir}. When using an absolute path or instances that are not files, set \code{trainInstancesDir=""}. \end{xwarningbox} + \defparameter{blockSize}{block-size}{1}% + Number of training instances, that make up a 'block' in \parameter{trainInstancesFile}. Elimination of configurations will only be performed after evaluating a complete block and never in the middle of a block. Each block typically contains one instance from each instance class (type or family) and the block size is the number of classes. The value of \parameter{blockSize} will multiply \parameter{firstTest}, \parameter{eachTest} and \parameter{elitistNewInstances}. + \end{description} \subsection[Tuning budget]{Tuning budget} \begin{description} \defparameter{maxExperiments}{max-experiments}{0}% -The maximum number of runs (invocations of \parameter{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. See \autoref{sec:budget}. + The maximum number of runs (invocations of \parameter{targetRunner}) that will be performed. It determines the maximum budget of experiments for the tuning. See \autoref{sec:budget}. \defparameter{minExperiments}{min-experiments}{}% -The minimum number of runs (invocations of \parameter{targetRunner}) that will be performed. If this option is set, then \parameter{maxExperiments} is ignored and the actual budget will depend on the number of parameters and \parameter{minSurvival}, but it will not be smaller than this value. See \autoref{sec:budget}. + The minimum number of runs (invocations of \parameter{targetRunner}) that will be performed. If this option is set, then \parameter{maxExperiments} is ignored and the actual budget will depend on the number of parameters and \parameter{minSurvival}, but it will not be smaller than this value. See \autoref{sec:budget}. \defparameter{maxTime}{max-time}{0}% -The maximum total time for the runs of \parameter{targetRunner} that will be performed. The mean execution time of each run is estimated in order to calculate the maximum number of experiments (see option \parameter{budgetEstimation}). + The maximum total time for the runs of \parameter{targetRunner} that will be performed. The mean execution time of each run is estimated in order to calculate the maximum number of experiments (see option \parameter{budgetEstimation}). When \parameter{maxTime} is positive, then \parameter{targetRunner} \textbf{must} return the execution time as its second output. This value and the one returned by \parameter{targetRunner} must use the same units (seconds, minutes, iterations, evaluations, \ldots). See \autoref{sec:budget}. \defparameter{budgetEstimation}{budget-estimation}{0.05}% -Fraction (smaller than 1) of the budget used to estimate the mean execution time of a configuration. Only used when \parameter{maxTime} $> 0$. See \autoref{sec:budget}. + Fraction (smaller than 1) of the budget used to estimate the mean execution time of a configuration. Only used when \parameter{maxTime} $> 0$. See \autoref{sec:budget}. \defparameter{minMeasurableTime}{min-measurable-time}{0.01}% -Minimum time unit that is still (significantly) measureable. + Minimum time unit that is still (significantly) measureable. \end{description} \subsection[Statistical test]{Statistical test} \begin{description} \defparameter{testType}{test-type}{}% -Specifies the statistical test used for elimination: + Specifies the statistical test used for elimination: \begin{itemize} \item[] \code{F-test} (Friedman test) \item[] \code{t-test} (pairwise t-tests with no correction) \item[] \code{t-test-bonferroni} (t-test with Bonferroni's correction for multiple comparisons) \item[] \code{t-test-holm} (t-test with Holm's correction for multiple comparisons). \end{itemize} - We recommend to not use corrections for multiple comparisons because the test typically becomes too strict and the search stagnates. + We recommend to not use corrections for multiple comparisons because the test typically becomes too strict and the search stagnates. See \autoref{sec:stat test} for details about choosing the statistical test most appropriate for your scenario. \begin{xwarningbox} The default setting of \parameter{testType} is \code{F-test} unless the \parameter{capping} option is enabled in which case, the default setting is \code{t-test}. @@ -226,17 +232,17 @@ The value of \parameter{firstTest} must be a multiple of \parameter{eachTest}. \end{xwarningbox} \defparameter{eachTest}{each-test}{1}% -Specifies how many instances are evaluated between elimination tests. + Specifies how many instances are evaluated between elimination tests. \defparameter{confidence}{confidence}{0.95}% -Confidence level for the elimination test. + Confidence level for the elimination test. \end{description} \subsection[Adaptive capping]{Adaptive capping} \begin{description} \defparameter{capping}{capping}{}% -Enable the use of adaptive capping. Capping is enabled by default if \parameter{elitist} is active, $\parameter{maxTime} > 0$ and $\parameter{boundMax} > 0$. When using this option, \irace provides an execution bound to each target algorithm execution (See \autoref{sec:runner}). For more details about this option See \autoref{sec:capping}. + Enable the use of adaptive capping. Capping is enabled by default if \parameter{elitist} is active, $\parameter{maxTime} > 0$ and $\parameter{boundMax} > 0$. When using this option, \irace provides an execution bound to each target algorithm execution (See \autoref{sec:runner}). For more details about this option See \autoref{sec:capping}. \defparameter{cappingType}{capping-type}{median}% Specifies the measure used to define the execution bound: @@ -248,30 +254,30 @@ Enable the use of adaptive capping. Capping is enabled by default if \parameter{ \end{itemize} \defparameter{boundType}{bound-type}{candidate}% -Specifies how to calculate the performance of elite configurations for the execution bound: + Specifies how to calculate the performance of elite configurations for the execution bound: \begin{itemize} \item[] \code{candidate} (performance of candidates is aggregated across the instances already executed) \item[] \code{instance} (performance of candidates on each instance). \end{itemize} \defparameter{boundMax}{bound-max}{0}% -Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. + Maximum execution bound for \parameter{targetRunner}. It must be specified when capping is enabled. \defparameter{boundDigits}{bound-digits}{0}% -Precision used for calculating the execution time. It must be specified when capping is enabled. + Precision used for calculating the execution time. It must be specified when capping is enabled. \defparameter{boundPar}{bound-par}{1}% -Penalty used for PARX. This value is used to penalize timed out executions, see \autoref{sec:capping}. + Penalty used for PARX. This value is used to penalize timed out executions, see \autoref{sec:capping}. \defparameter{boundAsTimeout}{bound-as-timeout}{1}% -Replace the configuration cost of bounded executions with \parameter{boundMax}. See \autoref{sec:capping}. + Replace the configuration cost of bounded executions with \parameter{boundMax}. See \autoref{sec:capping}. \end{description} \subsection[Recovery]{Recovery} \begin{description} \defparameter{recoveryFile}{recovery-file}{}% -Previously saved \irace log file that should be used to recover the execution of \irace; either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. + Previously saved \irace log file that should be used to recover the execution of \irace; either absolute path or relative to the current directory. If empty or \code{NULL}, recovery is not performed. For more details about recovery, see \autoref{sec:recovery}. \end{description} @@ -279,18 +285,18 @@ For more details about recovery, see \autoref{sec:recovery}. \subsection[Testing]{Testing} \begin{description} \defparameter{-{}-only-test}{only-test}{}% -Run the configurations contained in the file provided as argument on the test instances. See \autoref{sec:testing}. + Run the configurations contained in the file provided as argument on the test instances. See \autoref{sec:testing}. \defparameter{testInstancesDir}{test-instances-dir}{}% -Directory where testing instances are located, either absolute or relative to the current directory. + Directory where testing instances are located, either absolute or relative to current directory. \defparameter{testInstancesFile}{test-instances-file}{}% -File containing a list of test instances and, optionally, additional parameters for them. + File containing a list of test instances and optionally additional parameters for them. \defparameter{testNbElites}{test-num-elites}{1}% - Number of elite configurations returned by irace that will be tested if test instances are provided. For more information about the testing, see \autoref{sec:testing}. + Number of elite configurations returned by irace that will be tested if test instances are provided. For more information about the testing, see \autoref{sec:testing}. \defparameter{testIterationElites}{test-iteration-elites}{0}% -Enable/disable testing the elite configurations found at each iteration. + Enable/disable testing the elite configurations found at each iteration. \end{description} From faac0c9038f35165e331a150f2937c0f9392c216 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 4 Jan 2025 00:10:40 +0000 Subject: [PATCH 095/127] New scenario option cappingAfterFirstTest. --- NEWS.md | 4 ++ R/irace-options.R | 60 +++++++++++++++-------------- R/race.R | 3 +- R/scenario.R | 1 + inst/templates/scenario.txt.tmpl | 4 ++ man/defaultScenario.Rd | 1 + man/irace_cmdline.Rd | 3 ++ scripts/irace_options.json | 9 +++++ tests/testthat/test-capping.R | 9 ++++- vignettes/section/irace-options.Rnw | 3 ++ 10 files changed, 65 insertions(+), 32 deletions(-) diff --git a/NEWS.md b/NEWS.md index 64208a61..5402bfa0 100644 --- a/NEWS.md +++ b/NEWS.md @@ -21,6 +21,10 @@ * `psRace()` makes better use of the budget remaining. + * New scenario option `cappingAfterFirstTest` + (`--capping-after-first-test`). If set to 1, elimination due to capping only + happens after `firstTest` instances are seen (issue #78, suggested by Nguyen Dang). + ## Fixes * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. diff --git a/R/irace-options.R b/R/irace-options.R index 5a123fd6..7fb3df7e 100644 --- a/R/irace-options.R +++ b/R/irace-options.R @@ -16,22 +16,22 @@ "minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", "parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", "seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +"elitistLimit", "repairConfiguration", "capping", "cappingAfterFirstTest", +"cappingType", "boundType", "boundMax", "boundDigits", "boundPar", +"boundAsTimeout", "postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", "minNbSurvival", "nbConfigurations", "mu", "confidence"), type = c("x", "x", "x", "x", "p", "p", "p", "p", "x", "x", "p", "p", "p", "s", "p", "p", "b", "p", "p", "x", "i", "b", "s", "i", "i", "i", "p", "p", "s", "i", "i", "x", "x", "p", "b", "i", "i", "i", "r", "r", "i", "b", "b", "s", "b", "i", "i", "b", "r", "b", "i", "i", "x", -"b", "s", "s", "i", "i", "i", "b", "b", "b", "i", "i", "i", "i", -"i", "r"), short = c("-h", "-v", "-c", "-i", "", "-s", "", "-p", -"", "", "", "-l", "", "", "", "", "", "", "", "", "", "", "", +"b", "b", "s", "s", "i", "i", "i", "b", "b", "b", "i", "i", "i", +"i", "i", "r"), short = c("-h", "-v", "-c", "-i", "", "-s", "", +"-p", "", "", "", "-l", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "", -"", "", "", "", "", "-q", "", "", "", "", "-e", "", "", "", "", -"", "", "", "", "", "", "", "", "", "", "", "", "", ""), long = c("--help", -"--version", "--check", "--init", "--only-test", "--scenario", -"--exec-dir", "--parameter-file", "", "", "--configurations-file", +"", "", "", "", "", "", "-q", "", "", "", "", "-e", "", "", "", +"", "", "", "", "", "", "", "", "", "", "", "", "", "", "", "" +), long = c("--help", "--version", "--check", "--init", "--only-test", +"--scenario", "--exec-dir", "--parameter-file", "", "", "--configurations-file", "--log-file", "--recovery-file", "", "--train-instances-dir", "--train-instances-file", "--sample-instances", "--test-instances-dir", "--test-instances-file", "", "--test-num-elites", "--test-iteration-elites", @@ -43,23 +43,24 @@ "--parallel", "--load-balancing", "--mpi", "--batchmode", "--quiet", "--debug-level", "--seed", "--soft-restart", "--soft-restart-threshold", "--elitist", "--elitist-new-instances", "--elitist-limit", "", -"--capping", "--capping-type", "--bound-type", "--bound-max", -"--bound-digits", "--bound-par", "--bound-as-timeout", "--postselection", -"--aclib", "--iterations", "--experiments-per-iteration", "--min-survival", -"--num-configurations", "--mu", "--confidence"), default = c(NA, -NA, NA, "", "", "./scenario.txt", "./", "./parameters.txt", "", -"", "", "./irace.Rdata", "", "", "", "", "1", "", "", "", "1", -"0", "", "5", "1", "1", "./target-runner", "", "{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}", +"--capping", "--capping-after-first-test", "--capping-type", +"--bound-type", "--bound-max", "--bound-digits", "--bound-par", +"--bound-as-timeout", "--postselection", "--aclib", "--iterations", +"--experiments-per-iteration", "--min-survival", "--num-configurations", +"--mu", "--confidence"), default = c(NA, NA, NA, "", "", "./scenario.txt", +"./", "./parameters.txt", "", "", "", "./irace.Rdata", "", "", +"", "", "1", "", "", "", "1", "0", "", "5", "1", "1", "./target-runner", +"", "{configurationID} {instanceID} {seed} {instance} {bound} {targetRunnerArgs}", "0", "0", "", "", "", "0", "0", NA, "0", "0.05", "0.01", "0", "1", "0", "0", "0", "0", NA, "1", "1e-04", "1", "1", "2", "", -NA, "median", "candidate", "0", "0", "1", "1", "1", "0", "0", -"0", "0", "0", "5", "0.95"), domain = c(NA, NA, NA, NA, NA, NA, +NA, "0", "median", "candidate", "0", "0", "1", "1", "1", "0", +"0", "0", "0", "0", "5", "0.95"), domain = c(NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, -"F-test,t-test,t-test-holm,t-test-bonferroni", NA, NA, NA, NA, +NA, NA, "F-test,t-test,t-test-holm,t-test-bonferroni", NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, -"sge,pbs,torque,slurm,htcondor", NA, NA, NA, NA, NA, NA, NA, -NA, NA, NA, "median,mean,worst,best", "instance,candidate", NA, -NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", +NA, NA, "sge,pbs,torque,slurm,htcondor", NA, NA, NA, NA, NA, +NA, NA, NA, NA, NA, NA, "median,mean,worst,best", "instance,candidate", +NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", "Show irace package version.", "Check scenario.", "Initialize the working directory with template config files.", "Only test the configurations given in the file passed as argument.", "File that describes the configuration scenario setup and other irace settings.", @@ -103,6 +104,7 @@ NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", "In elitist irace, maximum number per race of elimination tests that do not eliminate a configuration. Use 0 for no limit.", "User-defined R function that takes a configuration generated by irace and repairs it.", "Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`.", +"If set to 1, elimination due to capping only happens after `firstTest` instances are seen.", "Measure used to obtain the execution bound from the performance of the elite configurations: median, mean, worst, best.", "Method to calculate the mean performance of elite configurations: candidate or instance.", "Maximum execution bound for `targetRunner`. It must be specified when capping is enabled.", @@ -128,9 +130,9 @@ NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", "maxTime", "budgetEstimation", "minMeasurableTime", "parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", "seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +"elitistLimit", "repairConfiguration", "capping", "cappingAfterFirstTest", +"cappingType", "boundType", "boundMax", "boundDigits", "boundPar", +"boundAsTimeout", "postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", "minNbSurvival", "nbConfigurations", "mu", "confidence"), class = "data.frame") .irace.params.names <- c("scenarioFile", "execDir", "parameterFile", "parameters", "initConfigurations", "configurationsFile", "logFile", "recoveryFile", "instances", @@ -143,9 +145,9 @@ NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), description = c("Show this help.", "minExperiments", "maxTime", "budgetEstimation", "minMeasurableTime", "parallel", "loadBalancing", "mpi", "batchmode", "quiet", "debugLevel", "seed", "softRestart", "softRestartThreshold", "elitist", "elitistNewInstances", -"elitistLimit", "repairConfiguration", "capping", "cappingType", -"boundType", "boundMax", "boundDigits", "boundPar", "boundAsTimeout", -"postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", +"elitistLimit", "repairConfiguration", "capping", "cappingAfterFirstTest", +"cappingType", "boundType", "boundMax", "boundDigits", "boundPar", +"boundAsTimeout", "postselection", "aclib", "nbIterations", "nbExperimentsPerIteration", "minNbSurvival", "nbConfigurations", "mu", "confidence") ## FIXME: If these values are special perhaps they should be saved in $state ? .irace.params.recover <- c("instances", "seed", "testInstances", diff --git a/R/race.R b/R/race.R index 5502d01f..7c997926 100644 --- a/R/race.R +++ b/R/race.R @@ -1045,7 +1045,8 @@ elitist_race <- function(race_state, maxExp, ## Dominance elimination (Capping only). # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. - if (capping && nb_alive > minSurvival && (current_task %% blockSize) == 0L) { + if (capping && nb_alive > minSurvival && (current_task %% blockSize) == 0L + && (!scenario$cappingAfterFirstTest || current_task >= firstTest)) { irace_assert(!any(is_elite > 0L) == (current_task >= elite_safe)) cap_alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], # Get current elite configurations. diff --git a/R/scenario.R b/R/scenario.R index a65fd256..1ebc2b5e 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -630,6 +630,7 @@ printScenario <- function(scenario) #' \item Adaptive capping: #' \describe{ #' \item{`capping`}{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`. (Default: `NA`)} +#' \item{`cappingAfterFirstTest`}{If set to 1, elimination due to capping only happens after `firstTest` instances are seen. (Default: `0`)} #' \item{`cappingType`}{Measure used to obtain the execution bound from the performance of the elite configurations.\itemize{\item median: Median performance of the elite configurations.\item mean: Mean performance of the elite configurations.\item best: Best performance of the elite configurations.\item worst: Worst performance of the elite configurations.} (Default: `"median"`)} #' \item{`boundType`}{Method to calculate the mean performance of elite configurations.\itemize{\item candidate: Mean execution times across the executed instances and the current one.\item instance: Execution time of the current instance.} (Default: `"candidate"`)} #' \item{`boundMax`}{Maximum execution bound for `targetRunner`. It must be specified when capping is enabled. (Default: `0`)} diff --git a/inst/templates/scenario.txt.tmpl b/inst/templates/scenario.txt.tmpl index 29844140..92b3dc04 100644 --- a/inst/templates/scenario.txt.tmpl +++ b/inst/templates/scenario.txt.tmpl @@ -193,6 +193,10 @@ ## `elitist` is active, `maxTime > 0` and `boundMax > 0`. # capping = NA +## If set to 1, elimination due to capping only happens after `firstTest` +## instances are seen. +# cappingAfterFirstTest = 0 + ## Measure used to obtain the execution bound from the performance of the ## elite configurations: median, mean, worst, best. # cappingType = "median" diff --git a/man/defaultScenario.Rd b/man/defaultScenario.Rd index 4150a1f1..0eb0dcfe 100644 --- a/man/defaultScenario.Rd +++ b/man/defaultScenario.Rd @@ -101,6 +101,7 @@ The scenario list contains the following elements: \item Adaptive capping: \describe{ \item{\code{capping}}{Enable the use of adaptive capping, a technique designed for minimizing the computation time of configurations. Capping is enabled by default if \code{elitist} is active, \code{maxTime > 0} and \code{boundMax > 0}. (Default: \code{NA})} +\item{\code{cappingAfterFirstTest}}{If set to 1, elimination due to capping only happens after \code{firstTest} instances are seen. (Default: \code{0})} \item{\code{cappingType}}{Measure used to obtain the execution bound from the performance of the elite configurations.\itemize{\item median: Median performance of the elite configurations.\item mean: Mean performance of the elite configurations.\item best: Best performance of the elite configurations.\item worst: Worst performance of the elite configurations.} (Default: \code{"median"})} \item{\code{boundType}}{Method to calculate the mean performance of elite configurations.\itemize{\item candidate: Mean execution times across the executed instances and the current one.\item instance: Execution time of the current instance.} (Default: \code{"candidate"})} \item{\code{boundMax}}{Maximum execution bound for \code{targetRunner}. It must be specified when capping is enabled. (Default: \code{0})} diff --git a/man/irace_cmdline.Rd b/man/irace_cmdline.Rd index 4cbac3cc..bff04563 100644 --- a/man/irace_cmdline.Rd +++ b/man/irace_cmdline.Rd @@ -246,6 +246,9 @@ List of command-line options: designed for minimizing the computation time of configurations. Capping is enabled by default if `elitist` is active, `maxTime > 0` and `boundMax > 0`. + --capping-after-first-test If set to 1, elimination due to capping only + happens after `firstTest` instances are seen. Default: + 0. --capping-type Measure used to obtain the execution bound from the performance of the elite configurations: median, mean, worst, best. Default: median. diff --git a/scripts/irace_options.json b/scripts/irace_options.json index 72535782..d51a5d39 100644 --- a/scripts/irace_options.json +++ b/scripts/irace_options.json @@ -531,6 +531,15 @@ "vignettes": "Enable the use of adaptive capping. Capping is enabled by default if \\parameter{elitist} is active, $\\parameter{maxTime} > 0$ and $\\parameter{boundMax} > 0$. When using this option, \\irace provides an execution bound to each target algorithm execution (See \\autoref{sec:runner}). For more details about this option See \\autoref{sec:capping}.", "section": "Adaptive capping" }, + { + "name": "cappingAfterFirstTest", + "type": "b", + "short": "", + "long": "--capping-after-first-test", + "default": 0, + "description": "If set to 1, elimination due to capping only happens after \\parameter{firstTest} instances are seen.", + "section": "Adaptive capping" + }, { "name": "cappingType", "type": "s", diff --git a/tests/testthat/test-capping.R b/tests/testthat/test-capping.R index 3a4f8a2b..7834312a 100644 --- a/tests/testthat/test-capping.R +++ b/tests/testthat/test-capping.R @@ -15,6 +15,11 @@ test_that("irace_capping_xy maxExperiments = 1000", { irace_capping_xy(maxExperiments = 1000) }) +test_that("irace_capping_xy maxExperiments = 1000 cappingAfterFirstTest", { + generate_set_seed() + irace_capping_xy(maxExperiments = 1000, cappingAfterFirstTest=1) +}) + test_that("irace_capping_xy maxTime = 1000", { generate_set_seed() expect_warning(irace_capping_xy(maxTime = 1000), @@ -22,7 +27,7 @@ test_that("irace_capping_xy maxTime = 1000", { }) test_that("irace_capping_xy targetRunner = target_runner_reject, maxTime = 1000", { - skip_on_cran() + skip_on_cran() skip_on_coverage() # This test sometimes fails randomly generate_set_seed() irace_capping_xy(targetRunner = target_runner_reject, maxTime = 1000, boundMax = 5, debugLevel = 3, @@ -35,7 +40,7 @@ test_that("capping default value", { x "" r (0, 1.00) y "" r (0, 1.00) reject "" c (0,1)' - + parameters <- readParameters(text = parameters_table) def_scenario <- list(instances = c("ackley", "goldestein", "matyas", "himmelblau"), diff --git a/vignettes/section/irace-options.Rnw b/vignettes/section/irace-options.Rnw index 620c44a0..61b9ece5 100644 --- a/vignettes/section/irace-options.Rnw +++ b/vignettes/section/irace-options.Rnw @@ -244,6 +244,9 @@ The value of \parameter{firstTest} must be a multiple of \parameter{eachTest}. \defparameter{capping}{capping}{}% Enable the use of adaptive capping. Capping is enabled by default if \parameter{elitist} is active, $\parameter{maxTime} > 0$ and $\parameter{boundMax} > 0$. When using this option, \irace provides an execution bound to each target algorithm execution (See \autoref{sec:runner}). For more details about this option See \autoref{sec:capping}. + \defparameter{cappingAfterFirstTest}{capping-after-first-test}{0}% + If set to 1, elimination due to capping only happens after \parameter{firstTest} instances are seen. + \defparameter{cappingType}{capping-type}{median}% Specifies the measure used to define the execution bound: \begin{itemize} From dce80baa5ed893a9c33cbf2049608aab9a85486a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 5 Jan 2025 17:23:20 +0000 Subject: [PATCH 096/127] * scripts: Avoid trailing whitespace in generated files. --- scripts/generate-options.R | 6 ++---- scripts/irace_options.json | 8 ++++---- 2 files changed, 6 insertions(+), 8 deletions(-) diff --git a/scripts/generate-options.R b/scripts/generate-options.R index 0f00b5b9..c78c5b98 100644 --- a/scripts/generate-options.R +++ b/scripts/generate-options.R @@ -140,8 +140,7 @@ for (i in seq_len(nrow(irace_params))) { } out.text <- c(out.text, '## END of scenario file -############################################################################ -') +############################################################################') writeLines(out.text, con = "../inst/templates/scenario.txt.tmpl") @@ -163,8 +162,7 @@ r_text <- sprintf('## This file was generated by scripts/generate-options.R ## FIXME: If these values are special perhaps they should be saved in $state ? .irace.params.recover <- c("instances", "seed", "testInstances", # We need this because this data may mutate - "targetRunnerData", "elitist", "deterministic") -', + "targetRunnerData", "elitist", "deterministic")', paste0(trimws(deparse(irace_params), which="right"), collapse = "\n"), paste0(trimws(deparse(irace.params.names), which="right"), collapse = "\n")) diff --git a/scripts/irace_options.json b/scripts/irace_options.json index d51a5d39..d4b62369 100644 --- a/scripts/irace_options.json +++ b/scripts/irace_options.json @@ -127,7 +127,7 @@ "long": "--recovery-file", "default": "", "description": "Previously saved log file to recover the execution of \\code{irace}, either absolute path or relative to the current directory. If empty or \\code{NULL}, recovery is not performed.", - "vignettes": "Previously saved \\irace log file that should be used to recover the execution of \\irace; either absolute path or relative to the current directory. If empty or \\code{NULL}, recovery is not performed. \nFor more details about recovery, see \\autoref{sec:recovery}.", + "vignettes": "Previously saved \\irace log file that should be used to recover the execution of \\irace; either absolute path or relative to the current directory. If empty or \\code{NULL}, recovery is not performed.\nFor more details about recovery, see \\autoref{sec:recovery}.", "section": "Recovery" }, { @@ -225,7 +225,7 @@ "default": "", "domain": "F-test,t-test,t-test-holm,t-test-bonferroni", "description": "Statistical test used for elimination. The default value selects \\code{t-test} if \\code{capping} is enabled or \\code{F-test}, otherwise. Valid values are: F-test (Friedman test), t-test (pairwise t-tests with no correction), t-test-bonferroni (t-test with Bonferroni's correction for multiple comparisons), t-test-holm (t-test with Holm's correction for multiple comparisons).", - "vignettes": "Specifies the statistical test used for elimination:\n\\begin{itemize}\n\\item[] \\code{F-test} (Friedman test)\n\\item[] \\code{t-test} (pairwise t-tests with no correction)\n\\item[] \\code{t-test-bonferroni} (t-test with Bonferroni's correction for multiple comparisons)\n\\item[] \\code{t-test-holm} (t-test with Holm's correction for multiple comparisons).\n\\end{itemize}\n We recommend to not use corrections for multiple comparisons because the test typically becomes too strict and the search stagnates. \nSee \\autoref{sec:stat test} for details about choosing the statistical test most appropriate for your scenario.\n\\begin{xwarningbox}\n The default setting of \\parameter{testType} is \\code{F-test} unless the \\parameter{capping} option is enabled in which case, the default setting is \\code{t-test}.\n\\end{xwarningbox}", + "vignettes": "Specifies the statistical test used for elimination:\n\\begin{itemize}\n\\item[] \\code{F-test} (Friedman test)\n\\item[] \\code{t-test} (pairwise t-tests with no correction)\n\\item[] \\code{t-test-bonferroni} (t-test with Bonferroni's correction for multiple comparisons)\n\\item[] \\code{t-test-holm} (t-test with Holm's correction for multiple comparisons).\n\\end{itemize}\n We recommend to not use corrections for multiple comparisons because the test typically becomes too strict and the search stagnates.\nSee \\autoref{sec:stat test} for details about choosing the statistical test most appropriate for your scenario.\n\\begin{xwarningbox}\n The default setting of \\parameter{testType} is \\code{F-test} unless the \\parameter{capping} option is enabled in which case, the default setting is \\code{t-test}.\n\\end{xwarningbox}", "section": "Statistical test" }, { @@ -488,7 +488,7 @@ "long": "--elitist", "default": 1, "description": "Enable\/disable elitist irace.", - "vignettes": "Enable\/disable elitist \\irace.\n\n In the \\textbf{elitist} version of \\code{irace}~\\citep{LopDubPerStuBir2016irace}, elite configurations are not discarded from the race until non-elite configurations have been executed on the same instances as the elite configurations.\n\n Each race begins by evaluating all configurations on a number of new instances. This number is defined by the option \\parameter{elitistNewInstances}. After the new instances have been evaluated, configurations are evaluated on instances seen in the previous race. Elite configurations already have results for most of these previous instances and, therefore, do not need to be re-evaluated. Finally, after configurations have been evaluated on all these instances, the race continues by evaluating additional new instances. \n\n The statistical tests can be performed at any moment during the race according to the setting of the options \\parameter{firstTest} and \\parameter{eachTest}. The elitist rule forbids discarding elite configurations, even if the show poor performance, until the last of the previous instances is seen in the race. \n\n The \\textbf{non-elitist} version of \\irace can discard elite configurations at any point of the race, instances are not re-used from one race to the next, and new instances are sampled for each race.", + "vignettes": "Enable\/disable elitist \\irace.\n\n In the \\textbf{elitist} version of \\code{irace}~\\citep{LopDubPerStuBir2016irace}, elite configurations are not discarded from the race until non-elite configurations have been executed on the same instances as the elite configurations.\n\n Each race begins by evaluating all configurations on a number of new instances. This number is defined by the option \\parameter{elitistNewInstances}. After the new instances have been evaluated, configurations are evaluated on instances seen in the previous race. Elite configurations already have results for most of these previous instances and, therefore, do not need to be re-evaluated. Finally, after configurations have been evaluated on all these instances, the race continues by evaluating additional new instances.\n\n The statistical tests can be performed at any moment during the race according to the setting of the options \\parameter{firstTest} and \\parameter{eachTest}. The elitist rule forbids discarding elite configurations, even if the show poor performance, until the last of the previous instances is seen in the race.\n\n The \\textbf{non-elitist} version of \\irace can discard elite configurations at any point of the race, instances are not re-used from one race to the next, and new instances are sampled for each race.", "section": "Elitist \\irace" }, { @@ -498,7 +498,7 @@ "long": "--elitist-new-instances", "default": 1, "description": "Number of instances added to the execution list before previous instances in elitist irace.", - "vignettes": "Number of new instances added to each race before evaluating instances from previous races (only for elitist \\irace).\n \\begin{xwarningbox}\n \n If \\parameter{deterministic} is \\code{TRUE} then the number of \\parameter{elitistNewInstances} will be reduced or set to \\code{0} once all instances have been evaluated.\n\\end{xwarningbox}", + "vignettes": "Number of new instances added to each race before evaluating instances from previous races (only for elitist \\irace).\n \\begin{xwarningbox}\n\n If \\parameter{deterministic} is \\code{TRUE} then the number of \\parameter{elitistNewInstances} will be reduced or set to \\code{0} once all instances have been evaluated.\n\\end{xwarningbox}", "section": "Elitist \\irace" }, { From c3fc0a1baee1fcf4cbd87ab68350933cb8889e5a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 5 Jan 2025 22:30:28 +0000 Subject: [PATCH 097/127] Lots of minor edits. --- R/aaa.R | 3 +- R/ablation.R | 95 +++++++++++++++++++++++----------------------- R/irace.R | 26 ++++++------- R/multi_irace.R | 2 +- R/parameters.R | 53 +++++++++++++------------- R/path_rel2abs.R | 9 ++--- R/race-wrapper.R | 78 ++++++++++++++++++------------------- R/readParameters.R | 63 +++++++++++++++--------------- R/scenario.R | 36 +++++++++--------- R/utils.R | 14 +++---- 10 files changed, 189 insertions(+), 190 deletions(-) diff --git a/R/aaa.R b/R/aaa.R index d6ce8b36..9b4b4d53 100644 --- a/R/aaa.R +++ b/R/aaa.R @@ -8,7 +8,7 @@ update_package_version <- function() if (is.na(git_rev)) git_rev <- "unknown" git <- Sys.which("git") - if (nchar(git) > 0L && fs::file_exists(".git") + if (git != "" && fs::file_exists(".git") && grepl("[0-9a-z]+$", system2(git, "describe --first-parent --always", stdout = TRUE), perl=TRUE)) { git_rev <- system2(git, "describe --dirty --first-parent --always --exclude '*'", stdout = TRUE) } @@ -27,4 +27,3 @@ irace_version <- "unknown" .irace_minimum_saving_time <- 60 # seconds # Prefix for printing messages to the user. .irace_msg_prefix <- "== irace == " - diff --git a/R/ablation.R b/R/ablation.R index 57d34ef8..7fee40de 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -40,11 +40,11 @@ cat_ablation_license <- function() #' #' Launch [ablation()] with the same command-line options as the command-line #' executable (`ablation.exe` in Windows). -#' -#' @param argv `character()`\cr The arguments -#' provided on the R command line as a character vector, e.g., +#' +#' @param argv `character()`\cr 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()]. #' @@ -55,7 +55,7 @@ cat_ablation_license <- function() #' @return A list containing the following elements: #' \describe{ #' \item{configurations}{Configurations tested in the ablation.} -#' \item{instances}{A matrix with the instances used in the experiments. First column has the +#' \item{instances}{A matrix with the instances used in the experiments. First column has the #' instances IDs from \code{iraceResults$scenario$instances}, second column the seed assigned to the instance.} #' \item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} #' \item{scenario}{Scenario object with the settings used for the experiments.} @@ -113,21 +113,22 @@ ablation_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) scenario$seed <- NULL } for (p in c("execDir", "parallel")) { - if (!is.null(params[[p]])) scenario[[p]] <- params[[p]] + if (!is.null(params[[p]])) + scenario[[p]] <- params[[p]] } - + if (is_null_or_empty_or_na(trim(params$ablationLogFile))) { params$ablationLogFile <- NULL } else { params$ablationLogFile <- path_rel2abs(params$ablationLogFile) } - + if (!is.null(params$ab_params)) params$ab_params <- trimws(strsplit(params$ab_params, ",", fixed=TRUE)[[1L]]) # The shell may introduce extra quotes, remove them. params$plot_type <- trimws(gsub("[\"']", "", params$plot_type)) - + # We want to select elements that actually appear in params, otherwise we get NA names. ablation_params <- intersect(.ablation.params.def[.ablation.params.def$ab == 1, "name", drop=TRUE], names(params)) @@ -136,7 +137,7 @@ ablation_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) params[ablation_params], scenario)) if (!is.null(params[["plot"]]) || base::interactive()) { - plotAblation(ablog, pdf_file = params[["plot"]], type = params$plot_type) + plotAblation(ablog, pdf_file = params[["plot"]], type = params$plot_type) } invisible(ablog) } @@ -152,7 +153,7 @@ fixDependenciesWithReference <- function(configuration, ref_configuration, param if (is.na(configuration[[pname]]) && conditionsSatisfied(parameters$conditions[[pname]], configuration)) { if (!is.null(ref_configuration)) { configuration[[pname]] <- ref_configuration[[pname]] - } + } changed <- c(changed, pname) # MANUEL: Why do we need to recurse here? aux <- fixDependenciesWithReference(configuration=configuration, ref_configuration=ref_configuration, parameters) @@ -163,18 +164,18 @@ fixDependenciesWithReference <- function(configuration, ref_configuration, param list(configuration=configuration, changed=changed) } -## Function that generates the configurations of the ablation path +## Function that generates the configurations of the ablation path ## between initial_configuration and final_configuration. ## parameters can be selected by specifying them in para.names. generateAblation <- function(initial_configuration, final_configuration, parameters, param_names = NULL) -{ +{ # Only change variable parameters if (is.null(param_names)) param_names <- parameters$names_variable - else + else param_names <- setdiff(param_names, parameters$names_fixed) - + configurations <- NULL changed_params <- list() for (pname in param_names) { @@ -187,7 +188,7 @@ generateAblation <- function(initial_configuration, final_configuration, new_configuration[[pname]] <- final_configuration[[pname]] # Set newly activated parameters if needed. aux <- fixDependenciesWithReference(new_configuration, final_configuration, parameters) - new_configuration <- aux[["configuration"]] + new_configuration <- aux[["configuration"]] changed_params[[length(changed_params) + 1L]] <- c(pname, aux[["changed"]]) new_configuration[[".PARENT."]] <- initial_configuration[[".ID."]] configurations <- rbind.data.frame(configurations, new_configuration) @@ -223,7 +224,7 @@ ab_generate_instances <- function(race_state, scenario, nrep, type, instancesFil stop("'nrep' has no effect when type == 'racing'") if (nrep > 1L && scenario$deterministic) stop("'nrep > 1' does not make sense with a deterministic scenario") - + if (instancesFile == "test") { scenario$instances <- scenario$testInstances } else if (instancesFile != "train") { @@ -263,7 +264,7 @@ ab_generate_instances <- function(race_state, scenario, nrep, type, instancesFil #' @references #' C. Fawcett and H. H. Hoos. Analysing differences between algorithm #' configurations through ablation. Journal of Heuristics, 22(4):431–458, 2016. -#' +#' #' @inherit ablation_cmdline return #' @seealso [plotAblation()] [ablation_cmdline()] #' @examples @@ -289,20 +290,20 @@ ablation <- function(iraceResults, src = 1L, target = NULL, instancesFile="train", ...) { # Input check - if (missing(iraceResults) || is.null(iraceResults)) + if (missing(iraceResults) || is.null(iraceResults)) stop("You must provide an 'iraceResults' object generated by irace or the path to the '.Rdata' file that contains this object.") type <- match.arg(type) if (!is.null(ablationLogFile)) file.check(ablationLogFile, writeable = TRUE, text = 'ablationLogFile') - + save_ablog <- function(complete) { ablog <- list(changes = changes, configurations = all_configurations, experiments = results, instances = race_state$instances_log, - scenario = scenario, + scenario = scenario, trajectory = trajectory, best = best_configuration, complete = complete) @@ -315,7 +316,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, log_version <- get_log_clean_version(iraceResults) if (log_version < "3.9.0") irace_error("The version of the logfile (", log_version, ") is too old for this version of ablation") - + if (is.null(iraceResults$state$completed) || length(iraceResults$state$completed) != 1L || iraceResults$state$completed == "Incomplete") stop("The 'iraceResults' logfile seems to belong to an incomplete run of irace.") @@ -344,7 +345,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, # FIXME: Check for duplicates } else if (src %not_in% iraceResults$allConfigurations[[".ID."]]) stop("Source configuration ID (", src, ") cannot be found!") - + if (is.null(target)) target <- iraceResults$iterationElites[length(iraceResults$iterationElites)] else if (is.character(target) && is.na(suppressWarnings(as.integer(target)))) { @@ -359,10 +360,10 @@ ablation <- function(iraceResults, src = 1L, target = NULL, # FIXME: Check for duplicates } else if (target %not_in% iraceResults$allConfigurations[[".ID."]]) stop("Target configuration ID (", target, ") cannot be found!") - + if (src == target) stop("Source and target configuration IDs must be different!") - + irace_note ("Starting ablation from ", src, " to ", target, "\n# Seed: ", race_state$seed, "\n") cat("# Source configuration (row number is ID):\n") src_configuration <- iraceResults$allConfigurations[src, , drop = FALSE] @@ -380,24 +381,24 @@ ablation <- function(iraceResults, src = 1L, target = NULL, } # Select parameters that are different in both configurations neq_params <- which(src_configuration[,ab_params] != target_configuration[,ab_params]) - if (length(neq_params) == 0L) + if (length(neq_params) == 0L) irace_error("src and target configurations are equal considering the parameters selected.\n") param_names <- colnames(src_configuration[,ab_params])[neq_params] - + # FIXME: Do we really need to override the ID? src_configuration$.ID. <- best_id <- 1L best_configuration <- all_configurations <- src_configuration - + # Execute source and target configurations. ## FIXME: We may already have these experiments in the logFile! - experiments <- createExperimentList(configurations = rbind(src_configuration, target_configuration), + experiments <- createExperimentList(configurations = rbind(src_configuration, target_configuration), parameters = parameters, instances = scenario$instances, instances_ID = race_state$instances_log[["instanceID"]], seeds = race_state$instances_log[["seed"]], bounds = scenario$boundMax) irace_note("Executing source and target configurations on the given instances * nrep (", nrow(race_state$instances_log), ")...\n") - + race_state$start_parallel(scenario) on.exit(race_state$stop_parallel(), add = TRUE) # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. @@ -407,8 +408,8 @@ ablation <- function(iraceResults, src = 1L, target = NULL, target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output) }) # Save results - output <- unlist_element(target_output, "cost") - results <- matrix(NA_real_, ncol = 1L, nrow = nrow(race_state$instances_log), + output <- unlist_element(target_output, "cost") + results <- matrix(NA_real_, ncol = 1L, nrow = nrow(race_state$instances_log), dimnames = list(seq_nrow(race_state$instances_log), 1L)) results[,1L] <- output[seq_nrow(race_state$instances_log)] lastres <- output[(nrow(race_state$instances_log)+1L):(2L * nrow(race_state$instances_log))] @@ -436,7 +437,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, aconfigurations[[".ID."]] <- max(0L, all_configurations[[".ID."]]) + seq_nrow(aconfigurations) configurations_print(aconfigurations, metadata = FALSE) all_configurations <- rbind(all_configurations, aconfigurations) - + # Set variables for the racing procedure if (scenario$capping) { # For using capping we must set elite data @@ -451,7 +452,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, scenario$elitist <- FALSE race_state$next_instance <- 1L } - + irace_note("Ablation (", type, ") of ", nrow(aconfigurations), " configurations on ", nrow(race_state$instances_log), " instances.\n") # Force the race to see all instances in "full" mode @@ -469,7 +470,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, # Save log ablog <- save_ablog(complete = FALSE) - + # Get the best configuration based on the criterion of irace # MANUEL: Doesn't race_output already give you all this info??? cranks <- overall_ranks(results[,aconfigurations[[".ID."]],drop=FALSE], test = scenario$testType) @@ -478,7 +479,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, changes[[step]] <- ab_aux$changed_params best_change <- changes[[step]][[best_id]] trajectory <- c(trajectory, aconfigurations[[".ID."]][best_id]) - + # Report best # FIXME: This ID does not actually match the configuration ID # The race already reports the best. @@ -487,13 +488,13 @@ ablation <- function(iraceResults, src = 1L, target = NULL, cat("#", best_change[i], ":", best_configuration[,best_change[i]], "->", aconfigurations[best_id, best_change[i]], "\n") } - + best_configuration <- aconfigurations[best_id,,drop=FALSE] best_id <- best_configuration[[".ID."]] param_names <- param_names[param_names %not_in% best_change] step <- step + 1L } - + # Add last configuration and its results # FIXME: This may be overriding the ID of an existing configuration!!! target_configuration[[".ID."]] <- max(all_configurations[[".ID."]]) + 1L @@ -502,7 +503,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, dimnames=list(seq_nrow(race_state$instances_log), target_configuration[[".ID."]]))) trajectory <- c(trajectory, target_configuration[[".ID."]]) - + # Get the overall best cranks <- overall_ranks(results[,trajectory, drop=FALSE], test = scenario$testType) best_id <- which.min(cranks)[1L] @@ -520,7 +521,7 @@ ablation <- function(iraceResults, src = 1L, target = NULL, # LESLIE: If we use racing we can have a matrix of results that is not # complete, how should we do the plots? # MANUEL: Do not plot anything that was discarded - + save_ablog(complete = TRUE) } @@ -578,22 +579,22 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, type <- trimws(unlist(strsplit(type, ",", fixed=TRUE))) type <- match.arg(type, several.ok = TRUE) if (missing(ylab) && ("rank" %in% type)) ylab <- "Rank per instance" - + if (missing(ablog) || is.null(ablog)) { irace_error("You must provide an 'ablog' object generated by ablation() or the path to the '.Rdata' file that contains this object.") } ablog <- read_ablogfile(ablog) if (!ablog$complete) stop("The ablog shows that the ablation procedure did not complete cleanly and only contains partial information") - - + + if (!is.null(pdf_file)) { if (!is.file.extension(pdf_file, ".pdf")) pdf_file <- paste0(pdf_file, ".pdf") cat("Creating PDF file '", pdf_file, "'\n", sep="") local_cairo_pdf(pdf_file, width = width, height = height, onefile= TRUE) } - + configurations <- ablog$configurations trajectory <- ablog$trajectory if (n > 0L) trajectory <- trajectory[seq_len(n+1L)] @@ -622,11 +623,11 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, bx <- boxplot(experiments[, trajectory], plot=FALSE) if (is.null(ylim)) { ylim <- range(bx$stats[is.finite(bx$stats)], - bx$out[is.finite(bx$out)], + bx$out[is.finite(bx$out)], bx$conf[is.finite(bx$conf)]) } } - + plot(costs_avg, xaxt = "n", xlab = NA, ylab = ylab, ylim = ylim, type = "b", pch = 19, ..., panel.first = { @@ -644,7 +645,7 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, #' Read the log file (`log-ablation.Rdata`) produced by [irace::ablation()]. #' #' @param filename Filename that contains the log file saved by [ablation()]. Example: `log-ablation.Rdata`. -#' +#' #' @return (`list()`) #' @concept ablation #' @export diff --git a/R/irace.R b/R/irace.R index 9ff4288c..2a983e59 100644 --- a/R/irace.R +++ b/R/irace.R @@ -380,18 +380,22 @@ allConfigurationsInit <- function(scenario) confs_from_file <- readConfigurationsFile(scenario$configurationsFile, scenario$parameters, scenario$debugLevel) } - if (!is.null.or.empty(initConfigurations)) { + if (is.null.or.empty(initConfigurations)) { + initConfigurations <- confs_from_file + } else { if (!is.null.or.empty(scenario$configurationsFile) && !identical(initConfigurations, confs_from_file)) irace_warning("'initConfigurations' provided in 'scenario',", " thus ignoring configurations from file '", scenario$configurationsFile, "'.") cat("# Adding", nrow(initConfigurations), "initial configuration(s)\n") initConfigurations <- fix_configurations(initConfigurations, scenario$parameters, debugLevel = scenario$debugLevel) - } else { - initConfigurations <- confs_from_file } - if (!is.null.or.empty(initConfigurations)) { + if (is.null.or.empty(initConfigurations)) { + allConfigurations <- configurations_alloc(c(".ID.", scenario$parameters$names, ".PARENT."), + nrow = 0L, parameters = scenario$parameters) + setDF(allConfigurations) + } else { allConfigurations <- cbind(.ID. = seq_nrow(initConfigurations), initConfigurations, .PARENT. = NA_integer_) rownames(allConfigurations) <- allConfigurations[[".ID."]] @@ -402,10 +406,6 @@ allConfigurationsInit <- function(scenario) " initial configurations were forbidden", " and, thus, discarded.") } - } else { - allConfigurations <- configurations_alloc(c(".ID.", scenario$parameters$names, ".PARENT."), - nrow = 0L, parameters = scenario$parameters) - setDF(allConfigurations) } allConfigurations } @@ -850,12 +850,12 @@ irace_run <- function(scenario) " however, if the estimation was correct or too low,", " results might not be better than random sampling.\n") nbIterations <- nbIterations - 1L - scenario$nbConfigurations <- - if (scenario$nbConfigurations > 0L) - min(minSurvival * 2L, scenario$nbConfigurations) - else minSurvival * 2L + scenario$nbConfigurations <- if (scenario$nbConfigurations > 0L) + min(minSurvival * 2L, scenario$nbConfigurations) + else minSurvival * 2L } - if (!is.null(warn_msg)) irace_warning(warn_msg) + if (!is.null(warn_msg)) + irace_warning(warn_msg) catInfo("Initialization\n", if (scenario$elitist) diff --git a/R/multi_irace.R b/R/multi_irace.R index ce989992..4ba1942a 100644 --- a/R/multi_irace.R +++ b/R/multi_irace.R @@ -76,7 +76,7 @@ multi_irace <- function(scenarios, parameters, n = 1L, parallel = 1L, split_outp scenarios[[i]]$execDir <- execDir fs::dir_create(execDir) - if (nzchar(logFile_old)) { + if (logFile_old != "") { logFile <- if (is.sub.path(logFile_old, execDir_old)) { # 'logFile' is located in the old 'execDir', so move it into the new 'execDir'. # 'path/to/execDir/logFile.rdata' -> 'path/to/execDir/run_{i}/logFile.rdata'. diff --git a/R/parameters.R b/R/parameters.R index 23fd7daf..e752ada7 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -18,7 +18,7 @@ check_domain_dependencies <- function (params, depends, types) } flag <- types[vars] %in% c("i", "r") if (!all(flag)) { - irace_error ("Domain of parameter '", p, "' depends on non-numerical", + irace_error ("Domain of parameter '", p, "' depends on non-numerical", " parameters: ", paste0(vars[!flag], collapse=", "), " .") } @@ -26,7 +26,7 @@ check_domain_dependencies <- function (params, depends, types) fx <- setdiff(all.names(domain, unique=TRUE), all.vars(domain, unique=TRUE)) flag <- fx %in% allowed_fx if (!all(flag)) { - irace_error ("Domain of parameter '", p, "' uses function(s) ", + irace_error ("Domain of parameter '", p, "' uses function(s) ", "not yet supported by irace: ", paste0(fx[!flag], collapse=", "), " .") } @@ -84,14 +84,14 @@ param_level <- function(paramName, varsTree, rootParam = paramName) irace_error("Cycle detected in subordinate parameters! ", "Check definition of conditions and/or dependent domains.\n", "One parameter of this cycle is '", rootParam, "'") - + # The following line detects a missing definition if (child %not_in% names(varsTree)) irace_error("A parameter definition is missing! ", "Check definition of parameters.\n", "Parameter '", paramName, "' depends on '", child, "' which is not defined.") - + level <- param_level(child, varsTree, rootParam) if (level > maxChildLevel) maxChildLevel <- level @@ -115,11 +115,11 @@ transform_domain <- function(transf, domain, type) # Reject log if domain contains zero or negative values if (any(domain <= 0)) stop("Domain (", lower, ", ", upper, ") of parameter of type 'log' contains non-positive values") - + trLower <- log(lower) # +1 to adjust before floor() trUpper <- if (type == "i") log(upper + 1) else log(upper) - + irace_assert(is.finite(trLower)) irace_assert(is.finite(trUpper)) attr(transf, "lower") <- trLower @@ -175,7 +175,7 @@ Parameter <- function(name, type, domain, label, condition, transf, if (!isTRUE(condition)) { condition <- param_parse_condition(condition) } - + if (type %in% c("i", "r")) { exp_domain <- parse_exp_domain(domain) domain <- sapply(exp_domain, USE.NAMES=FALSE, function(x) if (is.numeric(x)) x else NA) @@ -184,7 +184,7 @@ Parameter <- function(name, type, domain, label, condition, transf, digits <- as.integer(digits) if (digits < 15L && (!valid_real_bound(domain[1L], digits) - || !valid_real_bound(domain[2L], digits))) { + || !valid_real_bound(domain[2L], digits))) { for (i in seq.int(digits+1L, 15L)) { if (valid_real_bound(domain[1L], i) && valid_real_bound(domain[2L], i)) break @@ -198,14 +198,14 @@ Parameter <- function(name, type, domain, label, condition, transf, } else { # type == "i" if (any(!is.wholenumber(domain[!is.na(domain)]))) named_stop("invalid_domain", "for parameter '", name, "' of type 'integer', values must be integers") - if (anyNA(domain)) + if (anyNA(domain)) domain <- as.expression(sapply(exp_domain, USE.NAMES=FALSE, function(x) if (is.numeric(x)) as.integer(x) else x)) else domain <- as.integer(domain) } if (!is.expression(domain) && domain[1L] >= domain[2L]) named_stop("invalid_range", "lower bound must be smaller than upper bound in numeric range") - + } else { # type %in% c("c", "o") if (anyDuplicated(domain)) { dups <- duplicated(domain) @@ -218,7 +218,7 @@ Parameter <- function(name, type, domain, label, condition, transf, paste0(domain, collapse = ', ')) } } - + if (transf != "") transf <- transform_domain(transf, domain, type) @@ -242,7 +242,7 @@ Parameter <- function(name, type, domain, label, condition, transf, #' - `param_ord()` creates an ordinal parameter. #' - `param_real()` creates a real-valued parameter. #' - `param_int()` creates an integer parameter. -#' +#' #' @param ... one or more parameters created by `param_int()`, `param_real()`, `param_ord()`, or `param_cat()`. #' @param forbidden `expression()|character(1)`\cr String or list of expressions that define forbidden parameter configurations. #' @inheritParams readParameters @@ -307,7 +307,7 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T self$nbParameters <- length(.params) self$nbFixed <- sum(self$isFixed) self$nbVariable <- sum(!self$isFixed) - + # Obtain the variables in each condition self$depends <- lapply(self$domains, all.vars) # Check that domain dependencies are OK. @@ -346,7 +346,7 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T self$conditions[[p]] <- eval(self$conditions[[p]], envir = self$domains[deps], enclos = NULL) } } - + # Print the hierarchy vector: if (verbose >= 1L) { cat ("# --- Parameters Hierarchy ---\n") @@ -363,7 +363,7 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T forbid_configurations = function(x) { # FIXME: This copies the whole list. Avoid the copy and just append. - self$forbidden <- c(self$forbidden, + self$forbidden <- c(self$forbidden, buildForbiddenExp(configurations = x[, self$names, drop=FALSE])) }, as_character = function() { @@ -389,7 +389,8 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T condition <- p[["condition"]] condition <- if (isTRUE(condition)) "" else paste0(" | ", condition) transf <- p[["transform"]] - if (!is.null(transf) && transf != "") type <- paste0(type, ",", transf) + if (!is.null(transf) && transf != "") + type <- paste0(type, ",", transf) label <- paste0('"', p[["label"]], '"') output <- paste0(output, sprintf('%*s %*s %s %-15s%s\n', -names_len, p[["name"]], -label_len, label, type, domain, condition)) if (type == "r") @@ -440,7 +441,7 @@ param_int <- function(name, lower, upper, label = "", condition = TRUE, transf = transform_from_log <- function(x, transf, lower, upper) { - trLower <- attr(transf, "lower") + trLower <- attr(transf, "lower") trUpper <- attr(transf, "upper") x <- exp(trLower + (trUpper - trLower) * x) clamp(x, lower, upper) @@ -448,7 +449,7 @@ transform_from_log <- function(x, transf, lower, upper) transform_to_log <- function(x, transf) { - trLower <- attr(transf, "lower") + trLower <- attr(transf, "lower") trUpper <- attr(transf, "upper") (log(x) - trLower)/(trUpper - trLower) } @@ -491,7 +492,7 @@ transform_to_log <- function(x, transf) # table(floor(rtnorm(nsamples, mean=1.5, sd=1, lower=1,upper=4)))/nsamples # table(floor(rtnorm(nsamples, mean=3.5, sd=1, lower=1,upper=4)))/nsamples # -# The above reasoning also works for log-transformed domains, because +# The above reasoning also works for log-transformed domains, because # floor() happens in the original domain, not in the log-transformed one, # except for the case of log-transformed negative domains, where we have to # translate by -0.5. @@ -565,7 +566,7 @@ param_quantile.ParamOrd <- param_quantile.ParamCat sample_model.ParamInt <- function(param, n, model, domain = param[["domain"]]) { # Dependent domains could be not available because of inactivity of parameters - # on which they are depedent. In this case, the dependent parameter becomes + # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. if (anyNA(domain)) return(NA_integer_) @@ -589,7 +590,7 @@ sample_model.ParamInt <- function(param, n, model, domain = param[["domain"]]) sample_unif.ParamInt <- function(param, n, domain = param[["domain"]]) { # Dependent domains could be not available because of inactivity of parameters - # on which they are depedent. In this case, the dependent parameter becomes + # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. if (anyNA(domain)) return(NA_integer_) @@ -620,7 +621,7 @@ param_quantile.ParamInt <- function(param, probs, domain = param[["domain"]]) sample_model.ParamReal <- function(param, n, model, domain = param[["domain"]]) { # Dependent domains could be not available because of inactivity of parameters - # on which they are depedent. In this case, the dependent parameter becomes + # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. if (anyNA(domain)) return(NA) lower <- domain[[1L]] @@ -640,7 +641,7 @@ sample_model.ParamReal <- function(param, n, model, domain = param[["domain"]]) sample_unif.ParamReal <- function(param, n, domain = param[["domain"]]) { # Dependent domains could be not available because of inactivity of parameters - # on which they are depedent. In this case, the dependent parameter becomes + # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. if (anyNA(domain)) return(NA) lower <- domain[[1L]] @@ -666,14 +667,14 @@ param_quantile.ParamReal <- function(param, probs, domain = param[["domain"]]) } #' Print parameter space in the textual format accepted by irace. -#' +#' #' @param parameters `ParameterSpace`\cr Data structure containing the parameter #' space definition. The data structure has to similar to the one returned by the #' function [`readParameters`]. #' #' #' @return `character()` -#' +#' #' @seealso [readParameters()] #' @examples #' parameters_table <- ' @@ -690,7 +691,7 @@ param_quantile.ParamReal <- function(param, probs, domain = param[["domain"]]) #' elitistants "--elitistants " i (1, ants) | algorithm == "eas" #' nnls "--nnls " i (5, 50) | localsearch %in% c(1,2,3) #' dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) -#' +#' #' [forbidden] #' (alpha == 0.0) & (beta == 0.0) #' ' diff --git a/R/path_rel2abs.R b/R/path_rel2abs.R index 1b362cfc..37ac9a98 100644 --- a/R/path_rel2abs.R +++ b/R/path_rel2abs.R @@ -4,12 +4,12 @@ #' using [Sys.which()]. Expansion of `'~'` in Windows follows the definition #' of [fs::path_expand()] rather than [base::path.expand()]. This function #' tries really hard to create canonical paths. -#' +#' #' @param path (`character(1)`) Character string representing a relative path. #' @param cwd (`character(1)`) Current working directory. #' #' @return (`character(1)`) Character string representing the absolute path -#' +#' #' @examples #' path_rel2abs("..") #' @export @@ -19,7 +19,7 @@ path_rel2abs <- function (path, cwd = getwd()) # FIXME: split this function into two, one for executable files than handles # finding executables in the PATH with Sys.which() and another for everything # else that doesn't try to be that smart. - + # We need to do this even with the path returned by `getwd()`. cwd <- fs::path_norm(fs::path_expand(cwd)) @@ -29,8 +29,7 @@ path_rel2abs <- function (path, cwd = getwd()) } else if (!startsWith(path, ".")) { # it may be a command in the path. sys_path <- suppressWarnings(Sys.which(path)) - if (nzchar(sys_path) - && fs::file_access(sys_path, "execute") + if (sys_path != "" && fs::file_access(sys_path, "execute") # fs::is_dir() is broken: https://github.com/r-lib/fs/issues/440 && !file.info(sys_path)$isdir) { path <- as.vector(sys_path) diff --git a/R/race-wrapper.R b/R/race-wrapper.R index bb3db2a5..508aad97 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -5,13 +5,13 @@ #' parameters. It builds a string with the switches and the values that can #' be used as a command line to call the program to be tuned, thus generating #' one candidate configuration. -#' -#' +#' +#' #' @param values A vector containing the value of each parameter for the #' candidate configuration. #' @param switches A vector containing the switches of each paramter (in an #' order that corresponds to the values vector). -#' +#' #' @return A string concatenating each element of `switches` and #' `values` for all parameters with a space between each pair of #' parameters (but none between the switches and the corresponding values). @@ -28,7 +28,7 @@ #' parameters <- iraceResults$scenario$parameters #' apply(allConfigurations[1:10, unlist(parameters$names)], 1, buildCommandLine, #' unlist(parameters$switches)) -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export buildCommandLine <- function(values, switches) @@ -116,7 +116,9 @@ check_output_target_evaluator <- function (output, scenario, target_runner_time, err_msg <- "Either targetRunner or targetEvaluator must return 'time' !" } } - if (!is.null(output$time)) { + if (is.null(output$time)) { + output$time <- target_runner_time + } else { if (!is.null(target_runner_time)) { err_msg <- "Both targetRunner and targetEvaluator cannot return 'time' !" } else if (is_na_nowarn(output$time)) { @@ -132,8 +134,6 @@ check_output_target_evaluator <- function (output, scenario, target_runner_time, err_msg <- paste0("The time returned by targetEvaluator (", output$time, ") does not respect the given bound of ", bound, "!") } } - } else { - output$time <- target_runner_time } } @@ -153,7 +153,7 @@ check_output_target_evaluator <- function (output, scenario, target_runner_time, #' invoked if `targetEvaluator` is a string (by default #' `targetEvaluator` is `NULL` and this function is not invoked). You can use it as #' an advanced example of how to create your own `targetEvaluator` function. -#' +#' #' @param experiment A list describing the experiment. It contains at least: #' \describe{ #' \item{`id_configuration`}{An alphanumeric string that uniquely identifies a configuration;} @@ -172,22 +172,22 @@ check_output_target_evaluator <- function (output, scenario, target_runner_time, #' corresponds to this call to `targetEvaluator`. This is used for #' providing extra information to the user, for example, in case #' `targetEvaluator` fails. -#' +#' #' @return The function `targetEvaluator` must return a list with one element #' `"cost"`, the numerical value corresponding to the cost measure of the #' given configuration on the given instance. -#' +#' #' The return list may also contain the following optional elements that are used #' by \pkg{irace} for reporting errors in `targetEvaluator`: #' \describe{ #' \item{`error`}{is a string used to report an error;} #' \item{`outputRaw`}{is a string used to report the raw output of calls to #' an external program or function;} -#' \item{`call`}{is a string used to report how `targetRunner` called +#' \item{`call`}{is a string used to report how `targetRunner` called #' an external program or function.} #' } #' -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export target_evaluator_default <- function(experiment, num_configurations, all_conf_id, @@ -230,15 +230,15 @@ target_evaluator_default <- function(experiment, num_configurations, all_conf_id call = paste(targetEvaluator, args, collapse=" ")) } -#' Check the output of the target runner and repair it if possible. If the +#' Check the output of the target runner and repair it if possible. If the #' output is incorrect, this function will throw an error. -#' +#' #' @param output The output from target runner. #' @inheritParams defaultScenario #' @param bound Optional time bound that the target runner should have respected. -#' +#' #' @return The output with its contents repaired. -#' +#' #' @export check_output_target_runner <- function(output, scenario, bound = NULL) { @@ -247,7 +247,7 @@ check_output_target_runner <- function(output, scenario, bound = NULL) target_error ("The output of targetRunner must be a list", output, scenario, target_runner_call = NULL) return(output) } - + err_msg <- output$error if (is.null(err_msg)) { if (is.null(output$cost)) { @@ -289,7 +289,7 @@ check_output_target_runner <- function(output, scenario, bound = NULL) err_msg <- "The output of targetRunner must be two numbers 'cost time'!" } else if (scenario$maxExperiments > 0 && is.null(output$cost)) { err_msg <- "The output of targetRunner must be one number 'cost'!" - } + } } } @@ -310,7 +310,7 @@ exec_target_runner <- function(experiment, scenario, target_runner) x <- target_runner(experiment, scenario) check_output_target_runner(x, scenario, bound = experiment$bound) } - + retries <- scenario$targetRunnerRetries while (retries > 0L) { output <- try (doit(experiment, scenario)) @@ -353,7 +353,7 @@ parse.aclib.output <- function(outputRaw) } else { error <- paste0("Not valid AClib output status (", status, ")") } - return(list(status = status, cost = cost, time = runtime, error = error)) + list(status = status, cost = cost, time = runtime, error = error) } target_runner_aclib <- function(experiment, scenario) @@ -363,13 +363,13 @@ target_runner_aclib <- function(experiment, scenario) cmd <- res$cmd output <- res$output args <- res$args - + err_msg <- output$error if (is.null(err_msg)) { return(c(parse.aclib.output(output$output), list(outputRaw = output$output, call = paste(cmd, args)))) } - + list(cost = NULL, time = NULL, error = err_msg, outputRaw = output$output, call = paste(cmd, args)) } @@ -401,7 +401,7 @@ expand_target_cmdline <- function(target_cmdline, experiment, targetRunner, targ } target_cmdline } - + run_target_runner <- function(experiment, scenario) { configuration_id <- experiment$id_configuration @@ -412,14 +412,14 @@ run_target_runner <- function(experiment, scenario) bound <- experiment$bound switches <- scenario$parameters$switches[names(configuration)] - + targetRunner <- scenario[["targetRunner"]] debugLevel <- scenario$debugLevel - + if (scenario$aclib) { # FIXME: Use targetCmdline for this has_value <- !is.na(configuration) - # [] [] ... [--cutoff ] [--instance ] + # [] [] ... [--cutoff ] [--instance ] # [--seed ] --config [-param_name_1 value_1] [-param_name_2 value_2] ... args <- paste("--instance", instance, "--seed", seed, "--config", paste0("-", switches[has_value], " ", configuration[has_value], @@ -433,7 +433,7 @@ run_target_runner <- function(experiment, scenario) targetRunnerLauncher <- scenario$targetRunnerLauncher if (!is.null.or.empty(targetRunnerLauncher)) targetRunner <- targetRunnerLauncher - + output <- runcommand(targetRunner, args, configuration_id, debugLevel, timeout = scenario$targetRunnerTimeout) list(cmd=targetRunner, output=output, args=args) } @@ -441,7 +441,7 @@ run_target_runner <- function(experiment, scenario) #' Default `targetRunner` function. #' #' Use it as an advanced example of how to create your own `targetRunner` function. -#' +#' #' @param experiment A list describing the experiment. It contains at least: #' \describe{ #' \item{`id_configuration`}{An alphanumeric string that uniquely identifies a configuration;} @@ -454,13 +454,13 @@ run_target_runner <- function(experiment, scenario) #' name;} #' } #' @inheritParams defaultScenario -#' +#' #' @return If `targetEvaluator` is `NULL`, then the `targetRunner` #' function must return a list with at least one element `"cost"`, #' the numerical value corresponding to the evaluation of the given #' configuration on the given instance. -#' -#' If the scenario option `maxTime` is non-zero or if `capping` is enabled +#' +#' If the scenario option `maxTime` is non-zero or if `capping` is enabled #' then the list must contain at least another element `"time"` that reports the #' execution time for this call to `targetRunner`. #' The return list may also contain the following optional elements that are used @@ -469,11 +469,11 @@ run_target_runner <- function(experiment, scenario) #' \item{`error`}{is a string used to report an error;} #' \item{`outputRaw`}{is a string used to report the raw output of calls to #' an external program or function;} -#' \item{`call`}{is a string used to report how `targetRunner` called +#' \item{`call`}{is a string used to report how `targetRunner` called #' an external program or function.} #' } #' -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export target_runner_default <- function(experiment, scenario) @@ -482,17 +482,17 @@ target_runner_default <- function(experiment, scenario) cmd <- res$cmd output <- res$output args <- res$args - + debugLevel <- scenario$debugLevel cost <- time <- NULL err_msg <- output$error if (is.null(err_msg)) { v_output <- parse_output(output$output, verbose = (debugLevel >= 2L)) if (length(v_output) == 1L) { - if (!is.null(scenario$targetEvaluator)) { - time <- v_output[1L] - } else { + if (is.null(scenario$targetEvaluator)) { cost <- v_output[1L] + } else { + time <- v_output[1L] } } else if (length(v_output) == 2L) { cost <- v_output[1L] @@ -515,11 +515,11 @@ execute_experiments <- function(race_state, experiments, scenario) if (!fs::dir_exists(execDir)) irace_error ("Execution directory '", execDir, "' is not found or not a directory\n") withr::local_dir(execDir) - + if (!is.null(scenario$targetRunnerParallel)) { # FIXME: We should remove the exec_target_runner parameter from # targetRunnerParallel and do lapply(target_output, - # check_output_target_runner, scenario=scenario) after it to make sure the output is valid. + # check_output_target_runner, scenario=scenario) after it to make sure the output is valid. # User-defined parallelization target_output <- scenario$targetRunnerParallel(experiments, exec_target_runner, diff --git a/R/readParameters.R b/R/readParameters.R index d010ec6c..5912d173 100644 --- a/R/readParameters.R +++ b/R/readParameters.R @@ -1,6 +1,6 @@ #' Reads the parameters to be tuned by \pkg{irace} from a file or from a #' character string. -#' +#' #' @param file `character(1)`\cr Filename containing the definitions of #' the parameters to be tuned. #' @param digits `integer(1)`\cr The number of decimal places to be considered for real-valued parameters. @@ -71,7 +71,7 @@ #' elitistants "--elitistants " i (1, ants) | algorithm == "eas" #' nnls "--nnls " i (5, 50) | localsearch %in% c(1,2,3) #' dlb "--dlb " c (0, 1) | localsearch %in% c(1,2,3) -#' +#' #' [forbidden] #' (alpha == 0.0) & (beta == 0.0) #' [global] @@ -79,7 +79,7 @@ #' ' #' parameters <- readParameters(text=parameters_table) #' str(parameters) -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export readParameters <- function (file, digits = 4L, debugLevel = 0L, text) @@ -96,7 +96,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) } digits <- as.integer(digits) - + field.match <- function (line, pattern, delimited = FALSE, sep = "[[:space:]]") { #cat ("pattern:", pattern, "\n") @@ -130,10 +130,10 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) v <- c() str <- trim(str) #cat("string2vector:", str, "\n") - while (nchar (str)) { + while (str != "") { result <- field.match (str, "\"[^\"]*\"", delimited = TRUE, sep="") #cat("result.match: ", result$match,"\n") - if (is.null (result$match)) { + if (is.null(result$match)) { result <- field.match (str, "[^,]+", sep="") #cat("result.match: ", result$match,"\n") } @@ -148,14 +148,14 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) errReadParameters <- function(filename, line, context, ...) { context <- if (is.null (context)) "" else paste0(" when reading: \"", context, "\"") - fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) + fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) irace_error(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) } - + warnReadParameters <- function(filename, line, context, ...) { context <- if (is.null (context)) "" else paste0(" when reading: \"", context, "\"") - fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) + fileloc <- if (is.na(filename)) "" else paste0("'", filename, "'," ) irace_warning(paste0(..., collapse = ""), " at ", fileloc, "line ", line, context) } @@ -167,18 +167,18 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) } str2expression(s) } - + params <- list() pnames <- c() lines <- readLines(con = file) - # Delete comments + # Delete comments lines <- trim(sub("#.*$", "", lines)) within_global <- FALSE nbLines <- 0L # Parse [global] first. for (line in lines) { nbLines <- nbLines + 1L - if (nchar(line) == 0L) next + if (line == "") next if (grepl("^[[:space:]]*\\[forbidden\\]", line)) { if (within_global) break @@ -190,7 +190,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) if (!is.wholenumber(digits) || digits > 15 || digits < 1) errReadParameters(filename, nbLines, line, "'digits' must be an integer within [1, 15]") digits <- as.integer(digits) - } else + } else errReadParameters(filename, nbLines, line, "Unknown global option") lines[nbLines] <- "" # Do not parse it again. next @@ -206,8 +206,8 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) nbLines <- 0L for (line in lines) { nbLines <- nbLines + 1L - if (nchar(line) == 0L) next - + if (line == "") next + if (within_forbidden) { # FIXME: Better error reporting. exp <- parse_condition(line, filename, nbLines, line, " for forbidden expressions") @@ -231,7 +231,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) errReadParameters (filename, nbLines, NULL, "Duplicated parameter name '", name, "'") } - + ## Match p_switch (quoted string) result <- field.match (line, "\"[^\"]*\"", delimited = TRUE) p_label <- result$match @@ -240,7 +240,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) errReadParameters (filename, nbLines, line, "Parameter label (switch) must be a double-quoted string") } - + ## Match param.type (longer matches must precede shorter ones) result <- field.match (line, c("i,log", "r,log", "c", "i", "r", "o")) param.type <- result$match @@ -259,7 +259,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) } else { param.transform <- "" } - + ## Match domain (delimited by parenthesis) # Regexp to detect dependent domains of the type ("min(p1)", 100) result <- field.match (line, "\\([^|]+\\)", delimited = TRUE, sep = "") @@ -286,17 +286,17 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) } else { # type %in% c("c", "o") domain <- string2vector(domain_str) } - ## Match start of conditions + ## Match start of conditions result <- field.match (line, "\\|", sep="") line <- result$line - if (!is.null(result$match) && nchar(result$match)) { + if (!is.null(result$match) && result$match != "") { result <- field.match (line, ".*$", sep="") condition <- result$match - if (is.null(result$match) || !nchar(result$match)) + if (is.null(result$match) || result$match == "") errReadParameters (filename, nbLines, line, "Expected condition after '|'") line <- result$line - } else if (!is.null(result$line) && nchar(result$line)) { + } else if (!is.null(result$line) && result$line != "") { errReadParameters (filename, nbLines, line, "Expected '|' before condition") } else { @@ -310,7 +310,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) domain_str, ")"), class = "try-error"), invalid_range = function(c) structure(paste0("Lower bound must be smaller than upper bound in numeric range (", domain_str, ") for parameter '", name, "'"), class="try-error"), - + error = function(c) structure(conditionMessage(c), class="try-error") ) if (inherits(p, "try-error")) errReadParameters(filename, nbLines, NULL, p) @@ -341,7 +341,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) #' Read parameters in PCS (AClib) format and write them in irace format. #' #' @inheritParams readParameters -#' +#' #' @return A string representing the parameters in irace format. #' #' @details Either `file` or `text` must be given. If `file` is given, the @@ -356,7 +356,7 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) #' #' @references #' Frank Hutter, Manuel López-Ibáñez, Chris Fawcett, Marius Thomas Lindauer, Holger H. Hoos, Kevin Leyton-Brown, and Thomas Stützle. **AClib: A Benchmark Library for Algorithm Configuration**. In P. M. Pardalos, M. G. C. Resende, C. Vogiatzis, and J. L. Walteros, editors, _Learning and Intelligent Optimization, 8th International Conference, LION 8_, volume 8426 of Lecture Notes in Computer Science, pages 36–40. Springer, Heidelberg, 2014. -#' +#' #' @seealso [readParameters()] #' @examples #' ## Read the parameters directly from text @@ -372,19 +372,19 @@ readParameters <- function (file, digits = 4L, debugLevel = 0L, text) #' rasrank [1, 100][1]i #' elitistants [1, 750][1]i #' nnls [5, 50][5]i -#' dlb {0, 1}[1] +#' dlb {0, 1}[1] #' Conditionals: #' q0 | algorithm in {acs} #' rasrank | algorithm in {ras} #' elitistants | algorithm in {eas} #' nnls | localsearch in {1,2,3} -#' dlb | localsearch in {1,2,3} +#' dlb | localsearch in {1,2,3} #' {alpha=0, beta=0}' #' parameters_table <- read_pcs_file(text=pcs_table) #' cat(parameters_table) #' parameters <- readParameters(text=parameters_table) #' str(parameters) -#' +#' #' @author Manuel López-Ibáñez #' @export read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) @@ -418,7 +418,7 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) lines[k] <- NA_character_ } } - + parse_pcs_condition <- function(x, types) { if (is.null(x)) return ("") matches <- regmatches(x, regexec("([^[:space:]]+)[[:space:]]+in[[:space:]]+\\{([^}]+)\\}$", x, perl=TRUE))[[1L]] @@ -431,7 +431,7 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) cond <- strsplit(cond, ",[[:space:]]*")[[1L]] equal <- (length(cond) == 1L) cond <- paste0('"', cond, '"', collapse=',') - } else { + } else { equal <- grepl(",", cond, fixed=TRUE) } if (equal) @@ -448,7 +448,7 @@ read_pcs_file <- function(file, digits = 4L, debugLevel = 0L, text) matches <- regmatches(line, regexec("^([^[:space:]]+)[[:space:]]+\\[([^,]+),[[:space:]]*([^]]+)\\][[:space:]]*\\[[^]]+\\](i?l?i?)(.*)$", line, perl=TRUE))[[1]] if (length(matches) > 0L) { param_name <- matches[[2L]] - + param_type <- paste0(if(grepl("i", matches[5L], fixed=TRUE)) "i" else "r", if(grepl("l", matches[5L], fixed=TRUE)) ",log" else "") param_types[[param_name]] <- param_type @@ -520,4 +520,3 @@ checkParameters <- function(parameters) } parameters } - diff --git a/R/scenario.R b/R/scenario.R index 1ebc2b5e..f4fd6df2 100644 --- a/R/scenario.R +++ b/R/scenario.R @@ -278,15 +278,18 @@ checkScenario <- function(scenario = defaultScenario()) file.check (scenario$execDir, isdir = TRUE, text = paste0("execution directory ", quote.param("execDir"))) options(.irace.execdir = scenario$execDir) - if (!is.null.or.empty(scenario$logFile)) { - scenario$logFile <- path_rel2abs(scenario$logFile, cwd = scenario$execDir) - file.check(scenario$logFile, writeable = TRUE, text = quote.param('logFile')) - } else { + if (is.null.or.empty(scenario$logFile)) { # We cannot use NULL because defaultScenario() would override it. scenario$logFile <- "" + } else { + scenario$logFile <- path_rel2abs(scenario$logFile, cwd = scenario$execDir) + file.check(scenario$logFile, writeable = TRUE, text = quote.param('logFile')) } - if (!is.null.or.empty(scenario$recoveryFile)) { + if (is.null.or.empty(scenario$recoveryFile)) { + # We cannot use NULL because defaultScenario() would override it. + scenario$recoveryFile <- "" + } else { scenario$recoveryFile <- path_rel2abs(scenario$recoveryFile) file.check(scenario$recoveryFile, readable = TRUE, text = paste0("recovery file ", quote.param("recoveryFile"))) @@ -296,9 +299,6 @@ checkScenario <- function(scenario = defaultScenario()) irace_error("log file and recovery file should be different '", scenario$logFile, "'") } - } else { - # We cannot use NULL because defaultScenario() would override it. - scenario$recoveryFile <- "" } if (is.null.or.empty(scenario$targetRunnerParallel)) { @@ -690,7 +690,16 @@ readInstances <- function(instancesDir = NULL, instancesFile = NULL) instances <- NULL - if (!is.null.or.empty(instancesFile)) { + if (is.null.or.empty(instancesFile)) { + file.check (instancesDir, isdir = TRUE, notempty = TRUE, + text = "instances directory") + # The files are sorted in alphabetical order, on the full path if + # 'full.names = TRUE'. + instances <- list.files (path = instancesDir, full.names = TRUE, + recursive = TRUE) + if (length (instances) == 0) + irace_error("No instances found in `", instancesDir, "'") + } else { file.check (instancesFile, readable = TRUE, text = "instance file") # We do not warn if the last line does not finish with a newline. instances <- readLines (instancesFile, warn = FALSE) @@ -702,15 +711,6 @@ readInstances <- function(instancesDir = NULL, instancesFile = NULL) "' (whitespace and comments starting with '#' are ignored)") if (!is.null.or.empty(instancesDir)) instances <- paste0 (instancesDir, "/", instances) - } else { - file.check (instancesDir, isdir = TRUE, notempty = TRUE, - text = "instances directory") - # The files are sorted in alphabetical order, on the full path if - # 'full.names = TRUE'. - instances <- list.files (path = instancesDir, full.names = TRUE, - recursive = TRUE) - if (length (instances) == 0) - irace_error("No instances found in `", instancesDir, "'") } instances } diff --git a/R/utils.R b/R/utils.R index 39fa3774..16a25486 100644 --- a/R/utils.R +++ b/R/utils.R @@ -300,15 +300,14 @@ mpiInit <- function(nslaves, debugLevel = 0) { # Load the Rmpi package if it is not already loaded. if ("Rmpi" %not_in% loadedNamespaces()) { - if (! suppressPackageStartupMessages - (requireNamespace("Rmpi", quietly = TRUE))) + if (!suppressPackageStartupMessages(requireNamespace("Rmpi", quietly = TRUE))) irace_error("The 'Rmpi' package is required for using MPI") # When R exits, finalize MPI. reg.finalizer(environment(Rmpi::mpi.exit), function(e) { # Rmpi already prints a message, so we don't need this. # cat("# Finalize MPI...\n") - if (Rmpi::mpi.comm.size(1) > 0) + if (Rmpi::mpi.comm.size(1) > 0L) # FIXME: dellog == TRUE tries to delete log files, but it does # not take into account that we may have changed directory and # it does not fail gracefully but produces an annoying: @@ -533,7 +532,8 @@ read_logfile <- function(filename, name = "iraceResults") if (is_na_or_empty(filename)) irace_error("read_logfile: 'filename' is NULL or NA.") # If filename is already the iraceResults object, just return it. - if (valid_iracelog(filename)) return(filename) + if (valid_iracelog(filename)) + return(filename) if (file.access(filename, mode = 4) != 0) irace_error("read_logfile: Cannot read file '", filename, "'.") @@ -576,9 +576,9 @@ has_testing_data <- function(iraceResults) { ins <- iraceResults$scenario$testInstances exp <- iraceResults$testing$experiments - !(length(ins) == 0L || - (length(ins) == 1L && (is.na(ins) || nchar(ins) == 0L)) || - length(exp) == 0L || !(is.matrix(exp) || is.data.frame(exp))) + !(length(ins) == 0L + || (length(ins) == 1L && (is.na(ins) || ins == "")) + || length(exp) == 0L || !(is.matrix(exp) || is.data.frame(exp))) } do_nothing <- function(...) invisible() From 02a8e8cca50e4bf2f28bb134cc1b9cfe497ab050 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 6 Jan 2025 09:51:23 +0000 Subject: [PATCH 098/127] Prepare for 4.2 release --- DESCRIPTION | 10 +++++----- man/printParameters.Rd | 2 +- man/readParameters.Rd | 2 +- man/read_pcs_file.Rd | 4 ++-- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 88d78a34..7b019d06 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.1.0.9000 +Version: 4.2.0 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), @@ -20,15 +20,15 @@ Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), person("Nguyen", "Dang", role = "ctb", email = "nttd@st-andrews.ac.uk")) Depends: R (>= 4.0.0) Imports: + R6, codetools, - stats, - utils, compiler, - fs, data.table (>= 1.15.0), + fs, matrixStats (>= 1.4.1), - R6, spacefillr, + stats, + utils, withr Suggests: Rmpi (>= 0.6.0), diff --git a/man/printParameters.Rd b/man/printParameters.Rd index 3f808eb5..6a821a0b 100644 --- a/man/printParameters.Rd +++ b/man/printParameters.Rd @@ -32,7 +32,7 @@ parameters_table <- ' elitistants "--elitistants " i (1, ants) | algorithm == "eas" nnls "--nnls " i (5, 50) | localsearch \%in\% c(1,2,3) dlb "--dlb " c (0, 1) | localsearch \%in\% c(1,2,3) - + [forbidden] (alpha == 0.0) & (beta == 0.0) ' diff --git a/man/readParameters.Rd b/man/readParameters.Rd index 171dc602..4c1b21ca 100644 --- a/man/readParameters.Rd +++ b/man/readParameters.Rd @@ -87,7 +87,7 @@ produced by \code{irace}, even with the same random seed. elitistants "--elitistants " i (1, ants) | algorithm == "eas" nnls "--nnls " i (5, 50) | localsearch \%in\% c(1,2,3) dlb "--dlb " c (0, 1) | localsearch \%in\% c(1,2,3) - + [forbidden] (alpha == 0.0) & (beta == 0.0) [global] diff --git a/man/read_pcs_file.Rd b/man/read_pcs_file.Rd index b7472e4d..f581ff21 100644 --- a/man/read_pcs_file.Rd +++ b/man/read_pcs_file.Rd @@ -48,13 +48,13 @@ will stop with an error. rasrank [1, 100][1]i elitistants [1, 750][1]i nnls [5, 50][5]i - dlb {0, 1}[1] + dlb {0, 1}[1] Conditionals: q0 | algorithm in {acs} rasrank | algorithm in {ras} elitistants | algorithm in {eas} nnls | localsearch in {1,2,3} - dlb | localsearch in {1,2,3} + dlb | localsearch in {1,2,3} {alpha=0, beta=0}' parameters_table <- read_pcs_file(text=pcs_table) cat(parameters_table) From d22ebba6c705d1c127cbcc4bb27109e7df6f4a4a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 6 Jan 2025 13:02:18 +0000 Subject: [PATCH 099/127] * vignettes/irace-package.Rnw: Fix empty plot. --- vignettes/irace-package.Rnw | 26 +++++++++++++++++--------- 1 file changed, 17 insertions(+), 9 deletions(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 7c3f0cf5..6b69cd20 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -2237,7 +2237,7 @@ stderr <- function(x) sqrt(var(x)/length(x)) err <- apply(iraceResults$testing$experiments[, elites], 2L, stderr) plot(fes, values, type = "s", xlab = "Number of runs of the target algorithm", - ylab = "Mean value over testing set", ylim=c(23000000,23500000)) + ylab = "Mean value over testing set", ylim=c(min(values-err),max(values+err))) points(fes, values, pch=19) arrows(fes, values - err, fes, values + err, length=0.05, angle=90, code=3) text(fes, values, elites, pos = 1) @@ -2738,17 +2738,25 @@ the target configuration. This can be used to find new better ``intermediate'' configurations or to analyse the impact of the parameters in the performance. -To perform ablation, you can use the \code{ablation()} \aR function or the -\path{ablation} command-line executable (see more details below). You may -specify the IDs of the source and target configurations. By default, the -source is taken as the first configuration evaluated by \irace and the target -as the best overall configuration found. Use the function \code{plotAblation} to visualize the ablation results -(Fig.~\ref{fig:testAb}). - +To perform ablation, you can use the \code{ablation()} \aR function +% <>= -ablog <- ablation("irace.Rdata", src = 1, target = 60) +ablog <- ablation("irace.Rdata", src = 1) plotAblation(ablog) @ +% +\noindent or the \path{ablation} command-line executable (see more details below). +% +%<>= +\begin{lstlisting}[style=BashInputStyle] +ablation -l irace.Rdata --src 1 --plot plot-ablation.pdf --plot-type rank,boxplot +\end{lstlisting} +%@ + +You may specify the IDs of the source and target configurations. By default, the +source is taken as the first configuration evaluated by \irace and the target +as the best overall configuration found. Use the function \code{plotAblation} to visualize the ablation results +(Fig.~\ref{fig:testAb}). <>= logfile <- system.file(package="irace", "exdata", "log-ablation.Rdata", mustWork=TRUE) From 4cc6a1ab82f72046803220044d82547a6e0e4715 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 6 Jan 2025 16:39:44 +0000 Subject: [PATCH 100/127] * R/race.R: Choose the test function at the start of the race. --- R/race.R | 34 ++++++++++++++++++++-------------- 1 file changed, 20 insertions(+), 14 deletions(-) diff --git a/R/race.R b/R/race.R index 7c997926..3c660d69 100644 --- a/R/race.R +++ b/R/race.R @@ -600,7 +600,6 @@ elitist_race <- function(race_state, maxExp, firstTest = scenario$firstTest) { blockSize <- scenario$blockSize - stat.test <- scenario$testType conf.level <- scenario$confidence firstTest <- blockSize * firstTest eachTest <- blockSize * scenario$eachTest @@ -632,6 +631,18 @@ elitist_race <- function(race_state, maxExp, print_footer <- race_print_footer } + stat_test <- scenario$testType + do_test <- switch(stat_test, + friedman = function(results, alive, which_alive, conf.level = scenario$confidence) + aux_friedman(results, alive, which_alive, conf.level = conf.level), + t.none = function(results, alive, which_alive, conf.level = scenario$confidence) + aux.ttest(results, alive, which_alive, conf.level = conf.level, adjust = "none"), + t.holm = function(results, alive, which_alive, conf.level = scenario$confidence) + aux.ttest(results, alive, which_alive, conf.level = conf.level, adjust = "holm"), + t.bonferroni = function(results, alive, which_alive, conf.level = scenario$confidence) + aux.ttest(results, alive, which_alive, conf.level = conf.level, adjust = "bonferroni")) + do_test <- bytecompile(do_test) + # Create the instance list according to the algorithm selected. if (elitist) { # FIXME: we should sample taking into account the block-size, so we sample blocks, not instances. @@ -821,7 +832,7 @@ elitist_race <- function(race_state, maxExp, tmpResults <- Results[1L, which_alive, drop = FALSE] irace_assert(!anyNA(tmpResults)) # which.min returns only the first minimum. - best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] + best <- which_alive[which.min(get_ranks(tmpResults, test = stat_test))] } } if (is.na(best)) { @@ -937,7 +948,7 @@ elitist_race <- function(race_state, maxExp, tmpResults <- Results[1L, which_alive, drop = FALSE] irace_assert(!anyNA(tmpResults)) # which.min returns only the first minimum. - best <- which_alive[which.min(get_ranks(tmpResults, test = stat.test))] + best <- which_alive[which.min(get_ranks(tmpResults, test = stat_test))] } } if (is.na(best)) { @@ -1062,15 +1073,10 @@ elitist_race <- function(race_state, maxExp, if (current_task >= firstTest && (current_task %% eachTest) == 0L && nb_alive > 1L) { irace_assert(sum(alive) == nb_alive) - test.res <- - switch(stat.test, - friedman = aux_friedman(Results[seq_len(current_task), ], alive, which_alive, conf.level), - t.none = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "none"), - t.holm = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "holm"), - t.bonferroni = aux.ttest(Results[seq_len(current_task), ], alive, which_alive, conf.level, adjust = "bonferroni")) - - race_ranks <- test.res$ranks - test.alive <- test.res$alive + test_res <- do_test(Results[seq_len(current_task), ], alive, which_alive) + # FIXME: This race_ranks is unused. We should check if it matches the one computed below. + race_ranks <- test_res$ranks + test.alive <- test_res$alive test.dropped <- nb_alive > sum(test.alive) test.done <- TRUE } @@ -1117,7 +1123,7 @@ elitist_race <- function(race_state, maxExp, } else { tmpResults <- Results[seq_len(current_task), prev_which_alive, drop = FALSE] irace_assert(!anyNA(tmpResults)) - race_ranks <- get_ranks(tmpResults, test = stat.test) + race_ranks <- get_ranks(tmpResults, test = stat_test) # which.min() returns only the first minimum. best <- prev_which_alive[which.min(race_ranks)] } @@ -1179,7 +1185,7 @@ elitist_race <- function(race_state, maxExp, } } - race_ranks <- overall_ranks(Results[, alive, drop = FALSE], test = stat.test) + race_ranks <- overall_ranks(Results[, alive, drop = FALSE], test = stat_test) if (!scenario$quiet) { old_best <- best # old_best could be NA. best <- which_alive[which.min(race_ranks)] From 20cb922bf994df6b17dcd10eee1e13cfc45e1714 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 7 Jan 2025 15:11:04 +0000 Subject: [PATCH 101/127] * R/parameterAnalysis.R (getConfigurationById): use match instead of %in%. --- NEWS.md | 3 ++ R/ablation.R | 13 +++--- R/parameterAnalysis.R | 65 +++++++++++++++-------------- R/race.R | 8 ++++ R/race_state.R | 17 ++------ man/getConfigurationById.Rd | 7 ++-- man/getConfigurationByIteration.Rd | 2 +- man/getFinalElites.Rd | 2 +- man/get_instanceID_seed_pairs.Rd | 4 +- tests/testthat/test-get-functions.R | 11 +++++ 10 files changed, 73 insertions(+), 59 deletions(-) create mode 100644 tests/testthat/test-get-functions.R diff --git a/NEWS.md b/NEWS.md index 5402bfa0..34812cc3 100644 --- a/NEWS.md +++ b/NEWS.md @@ -25,6 +25,9 @@ (`--capping-after-first-test`). If set to 1, elimination due to capping only happens after `firstTest` instances are seen (issue #78, suggested by Nguyen Dang). + * `getConfigurationById()` now returns configurations in the same order + (including repeated values) of the IDs passed as argument. + ## Fixes * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. diff --git a/R/ablation.R b/R/ablation.R index 7fee40de..d8904d99 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -231,7 +231,7 @@ ab_generate_instances <- function(race_state, scenario, nrep, type, instancesFil scenario$instances <- readInstances(instancesFile = path_rel2abs(instancesFile)) } n_inst <- length(scenario$instances) - if (type == "full" && n_inst * nrep == 1) + if (type == "full" && n_inst * nrep == 1L) stop("'nrep' must be larger than 1 when type == 'full' and a single instance") generateInstances(race_state, scenario, n_inst * nrep) @@ -295,20 +295,22 @@ ablation <- function(iraceResults, src = 1L, target = NULL, type <- match.arg(type) - if (!is.null(ablationLogFile)) + if (!is.null(ablationLogFile)) { file.check(ablationLogFile, writeable = TRUE, text = 'ablationLogFile') + } save_ablog <- function(complete) { ablog <- list(changes = changes, configurations = all_configurations, experiments = results, + state = race_state, instances = race_state$instances_log, scenario = scenario, trajectory = trajectory, best = best_configuration, complete = complete) if (!is.null(ablationLogFile)) save(ablog, file = ablationLogFile, version = 3L) - ablog + invisible(ablog) } # Load the data of the log file. @@ -473,14 +475,13 @@ ablation <- function(iraceResults, src = 1L, target = NULL, # Get the best configuration based on the criterion of irace # MANUEL: Doesn't race_output already give you all this info??? - cranks <- overall_ranks(results[,aconfigurations[[".ID."]],drop=FALSE], test = scenario$testType) + cranks <- overall_ranks(results[,aconfigurations[[".ID."]], drop=FALSE], test = scenario$testType) best_id <- which.min(cranks)[1L] - # cand.mean <- colMeans2(results[,aconfigurations$.ID.,drop=FALSE], na.rm=TRUE) changes[[step]] <- ab_aux$changed_params best_change <- changes[[step]][[best_id]] trajectory <- c(trajectory, aconfigurations[[".ID."]][best_id]) - # Report best + # Report best. # FIXME: This ID does not actually match the configuration ID # The race already reports the best. cat("# Best changed parameters:\n") diff --git a/R/parameterAnalysis.R b/R/parameterAnalysis.R index b79545e3..346b15eb 100644 --- a/R/parameterAnalysis.R +++ b/R/parameterAnalysis.R @@ -1,18 +1,18 @@ #' Return the elite configurations of the final iteration. -#' +#' #' @inheritParams has_testing_data -#' @param n Number of elite configurations to return, if \code{n} is larger than the +#' @param n `integer(1)`\cr Number of elite configurations to return, if \code{n} is larger than the #' number of configurations, then only the existing ones are returned. The default (\code{n=0}) returns all of them. #' @param drop.metadata `logical(1)`\cr Remove metadata, such as the #' configuration ID and the ID of the parent, from the returned #' configurations. See [removeConfigurationsMetaData()]. -#' +#' #' @return A data frame containing the elite configurations required. #' #' @examples #' log_file <- system.file("exdata/irace-acotsp.Rdata", package="irace", mustWork=TRUE) #' print(removeConfigurationsMetaData(getFinalElites(log_file, n=1))) -#' +#' #' @author Manuel López-Ibáñez and Leslie Pérez Cáceres #' @concept analysis #' @export @@ -20,20 +20,20 @@ getFinalElites <- function(iraceResults, n = 0L, drop.metadata = FALSE) { if (missing(iraceResults)) stop("argument 'iraceResults' is missing") iraceResults <- read_logfile(iraceResults) - - last.elites <- iraceResults$allElites[[length(iraceResults$allElites)]] - + + last_elites <- iraceResults$allElites[[length(iraceResults$allElites)]] + if (n == 0L) - n <- length(last.elites) - - if (length(last.elites) < n) { - cat("Only", length(last.elites), "configurations available, reducing n,") - n <- length(last.elites) + n <- length(last_elites) + + if (length(last_elites) < n) { + cat("Only", length(last_elites), "configurations available, reducing n,") + n <- length(last_elites) } - last.elites <- last.elites[seq_len(n)] - + last_elites <- last_elites[seq_len(n)] + configurations <- subset(iraceResults$allConfigurations, - get(".ID.") %in% as.character(last.elites), + get(".ID.") %in% as.character(last_elites), drop = FALSE) if (drop.metadata) configurations <- removeConfigurationsMetaData(configurations) @@ -41,14 +41,15 @@ getFinalElites <- function(iraceResults, n = 0L, drop.metadata = FALSE) } #' Returns the configurations selected by ID. -#' -#' @param ids (`integer()`)\cr The id or a vector of ids of the candidates configurations to obtain. +#' +#' @param ids `integer()`\cr The id or a vector of ids of the candidates configurations to obtain. #' @inheritParams getFinalElites -#' -#' @return A data frame containing the elite configurations required. +#' +#' @return A data frame containing the elite configurations required, in the +#' order and with the repetitions given by `ids`. #' @examples #' log_file <- system.file("exdata/irace-acotsp.Rdata", package="irace", mustWork=TRUE) -#' getConfigurationById(log_file, ids = c(1,2), drop.metadata = TRUE) +#' getConfigurationById(log_file, ids = c(2,1), drop.metadata = TRUE) #' #' @author Manuel López-Ibáñez and Leslie Pérez Cáceres #' @concept analysis @@ -57,7 +58,7 @@ getConfigurationById <- function(iraceResults, ids, drop.metadata = FALSE) { if (missing(iraceResults)) stop("argument 'iraceResults' is missing") iraceResults <- read_logfile(iraceResults) - + if (length(ids) < 1L) stop("You must provide at least one configuration id.") get_configuration_by_id_helper(iraceResults$allConfigurations, ids, drop_metadata = drop.metadata) @@ -65,16 +66,16 @@ getConfigurationById <- function(iraceResults, ids, drop.metadata = FALSE) #' Returns the configurations by the iteration in which they were executed. #' -#' @param iterations (`integer()`)\cr The iteration number or a vector of iteration numbers from where +#' @param iterations `integer()`\cr The iteration number or a vector of iteration numbers from where #' the configurations should be obtained. Negative values start counting from the last iteration. #' @inheritParams getFinalElites -#' +#' #' @return A data frame containing the elite configurations required. #' #' @examples #' log_file <- system.file("exdata/irace-acotsp.Rdata", package="irace", mustWork=TRUE) #' getConfigurationByIteration(log_file, iterations = c(-2, -1), drop.metadata = TRUE) -#' +#' #' @author Manuel López-Ibáñez and Leslie Pérez Cáceres #' @concept analysis #' @export @@ -94,7 +95,7 @@ getConfigurationByIteration <- function(iraceResults, iterations, drop.metadata if (is.null(iraceResults$state$experiment_log) || nrow(iraceResults$state$experiment_log) == 0L) stop("'iraceResults' does not contain experiment_log, maybe the wrong file, an incomplete run or the wrong version of irace?") - + ids <- unique(subset(as.data.frame(iraceResults$state$experiment_log), iteration %in% iterations, select="configuration", drop=TRUE)) @@ -103,11 +104,11 @@ getConfigurationByIteration <- function(iraceResults, iterations, drop.metadata get_configuration_by_id_helper <- function(allConfigurations, ids, drop_metadata) -{ - configurations <- allConfigurations[allConfigurations[[".ID."]] %in% ids, , drop=FALSE] +{ + configurations <- allConfigurations[match(ids, allConfigurations[[".ID."]]), , drop=FALSE] if (nrow(configurations) == 0L) stop("No configuration found with ID:", ids, ".") - + if (drop_metadata) configurations <- removeConfigurationsMetaData(configurations) configurations @@ -117,9 +118,9 @@ get_configuration_by_id_helper <- function(allConfigurations, ids, drop_metadata #' (and optionally the actual instances). #' #' @inheritParams getFinalElites -#' @param index (`integer()`)\cr Indexes of the (instanceID,seed) pairs to be returned. The default returns everything. -#' @param instances (`logical(1)`)\cr Whether to add the actual instances as an additional column (only if the instances are of atomic type). -#' +#' @param index `integer()`\cr Indexes of the (instanceID,seed) pairs to be returned. The default returns everything. +#' @param instances `logical(1)`\cr Whether to add the actual instances as an additional column (only if the instances are of atomic type). +#' #' @return `data.table()`\cr With default arguments, a `data.table` containing two columns #' `"instanceID"` and `"seed"`. With `instances=TRUE` and if the instances #' are of atomic type (see [is.atomic()]) type, another column `instance` is @@ -148,7 +149,7 @@ get_instanceID_seed_pairs <- function(iraceResults, index, instances = FALSE) warning("instances=TRUE requested, but instances are not of atomic type") return(instances_log) } - + instanceID <- instances_log[["instanceID"]] cbind(instances_log, instance = instances[instanceID]) } diff --git a/R/race.R b/R/race.R index 3c660d69..c9a2a14b 100644 --- a/R/race.R +++ b/R/race.R @@ -124,6 +124,14 @@ race_wrapper <- function(race_state, configurations, instance_idx, bounds, target_output } +experiments_output_to_matrix <- function(output, scenario) +{ + if (scenario$capping) + output[["cost"]] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) + as.matrix(dcast(output[, c("instance", "configuration", "cost")], instance ~ configuration, value.var = "cost"), + rownames = "instance") +} + aux2.friedman <- function(y, I, alive, conf.level = 0.95) { dropped.any <- FALSE diff --git a/R/race_state.R b/R/race_state.R index c889e863..d520f7fd 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -88,22 +88,11 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, }, update_experiment_log = function(output, instances, scenario) { + # FIXME: The instances parameter is not needed. + irace_assert(all.equal(rep(instances, each = length(unique(output[["configuration"]]))), output$instance)) # Extract results self$experiment_log <- rbindlist(list(self$experiment_log, output), use.names=TRUE) - - if (scenario$capping) - output[["cost"]] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) - configurations_id <- unique(output[["configuration"]]) - irace_assert(all.equal(rep(instances, each = length(configurations_id)), - output$instance)) - # FIXME: delete old - old <- matrix(output[["cost"]], nrow = length(instances), ncol = length(configurations_id), - byrow = TRUE, - dimnames = list(instances, as.character(configurations_id))) - new <- as.matrix(dcast(output[, c("instance", "configuration", "cost")], instance ~ configuration, value.var = "cost"), - rownames = "instance") - irace_assert(identical(old, new)) - new + experiments_output_to_matrix(output, scenario) }, save_recovery = function(iraceResults, logfile) { diff --git a/man/getConfigurationById.Rd b/man/getConfigurationById.Rd index 318617e0..0845ee63 100644 --- a/man/getConfigurationById.Rd +++ b/man/getConfigurationById.Rd @@ -9,21 +9,22 @@ getConfigurationById(iraceResults, ids, drop.metadata = FALSE) \arguments{ \item{iraceResults}{\code{list()}|\code{character(1)}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}. If a character string is given, then it is interpreted as the path to the log file from which the \code{iraceResults} object will be loaded.} -\item{ids}{(\code{integer()})\cr The id or a vector of ids of the candidates configurations to obtain.} +\item{ids}{\code{integer()}\cr The id or a vector of ids of the candidates configurations to obtain.} \item{drop.metadata}{\code{logical(1)}\cr Remove metadata, such as the configuration ID and the ID of the parent, from the returned configurations. See \code{\link[=removeConfigurationsMetaData]{removeConfigurationsMetaData()}}.} } \value{ -A data frame containing the elite configurations required. +A data frame containing the elite configurations required, in the +order and with the repetitions given by \code{ids}. } \description{ Returns the configurations selected by ID. } \examples{ log_file <- system.file("exdata/irace-acotsp.Rdata", package="irace", mustWork=TRUE) -getConfigurationById(log_file, ids = c(1,2), drop.metadata = TRUE) +getConfigurationById(log_file, ids = c(2,1), drop.metadata = TRUE) } \author{ diff --git a/man/getConfigurationByIteration.Rd b/man/getConfigurationByIteration.Rd index 6f7afe38..5259318c 100644 --- a/man/getConfigurationByIteration.Rd +++ b/man/getConfigurationByIteration.Rd @@ -9,7 +9,7 @@ getConfigurationByIteration(iraceResults, iterations, drop.metadata = FALSE) \arguments{ \item{iraceResults}{\code{list()}|\code{character(1)}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}. If a character string is given, then it is interpreted as the path to the log file from which the \code{iraceResults} object will be loaded.} -\item{iterations}{(\code{integer()})\cr The iteration number or a vector of iteration numbers from where +\item{iterations}{\code{integer()}\cr The iteration number or a vector of iteration numbers from where the configurations should be obtained. Negative values start counting from the last iteration.} \item{drop.metadata}{\code{logical(1)}\cr Remove metadata, such as the diff --git a/man/getFinalElites.Rd b/man/getFinalElites.Rd index ad01f298..9a65bb95 100644 --- a/man/getFinalElites.Rd +++ b/man/getFinalElites.Rd @@ -9,7 +9,7 @@ getFinalElites(iraceResults, n = 0L, drop.metadata = FALSE) \arguments{ \item{iraceResults}{\code{list()}|\code{character(1)}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}. If a character string is given, then it is interpreted as the path to the log file from which the \code{iraceResults} object will be loaded.} -\item{n}{Number of elite configurations to return, if \code{n} is larger than the +\item{n}{\code{integer(1)}\cr Number of elite configurations to return, if \code{n} is larger than the number of configurations, then only the existing ones are returned. The default (\code{n=0}) returns all of them.} \item{drop.metadata}{\code{logical(1)}\cr Remove metadata, such as the diff --git a/man/get_instanceID_seed_pairs.Rd b/man/get_instanceID_seed_pairs.Rd index 276ed05e..7fb7474c 100644 --- a/man/get_instanceID_seed_pairs.Rd +++ b/man/get_instanceID_seed_pairs.Rd @@ -10,9 +10,9 @@ get_instanceID_seed_pairs(iraceResults, index, instances = FALSE) \arguments{ \item{iraceResults}{\code{list()}|\code{character(1)}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}. If a character string is given, then it is interpreted as the path to the log file from which the \code{iraceResults} object will be loaded.} -\item{index}{(\code{integer()})\cr Indexes of the (instanceID,seed) pairs to be returned. The default returns everything.} +\item{index}{\code{integer()}\cr Indexes of the (instanceID,seed) pairs to be returned. The default returns everything.} -\item{instances}{(\code{logical(1)})\cr Whether to add the actual instances as an additional column (only if the instances are of atomic type).} +\item{instances}{\code{logical(1)}\cr Whether to add the actual instances as an additional column (only if the instances are of atomic type).} } \value{ \code{data.table()}\cr With default arguments, a \code{data.table} containing two columns diff --git a/tests/testthat/test-get-functions.R b/tests/testthat/test-get-functions.R new file mode 100644 index 00000000..90c55a57 --- /dev/null +++ b/tests/testthat/test-get-functions.R @@ -0,0 +1,11 @@ +withr::with_output_sink("test-get-functions.Rout", { + + test_that("getConfigurationById()", { + log <- read_logfile(system.file(package="irace", "exdata", "irace-acotsp.Rdata", mustWork=TRUE)) + ids <- sample(log$allConfigurations[[".ID."]], size=3) + ids <- c(ids, rev(ids)) + sel_ids <- getConfigurationById(log, ids = ids)[[".ID."]] + expect_identical(sel_ids, ids) +}) + +}) From 2d19a54642459fdb9b0af55078bd06e7e8f92602 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 9 Jan 2025 13:56:19 +0000 Subject: [PATCH 102/127] * vignettes/irace-package.Rnw: Mention Julia. --- vignettes/irace-package.Rnw | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 6b69cd20..4b467463 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -609,7 +609,7 @@ For setting the tuning budget, see \autoref{sec:budget}. For more information on time (\code{cost [time]}). When the \parameter{maxTime} option is used, returning \code{time} is mandatory. The \code{target-runner} template is written in \proglang{GNU Bash} scripting language, which can be executed easily in GNU/Linux and OS X - systems. However, you may use any other programming language. We provide examples written in \proglang{Python}, \proglang{MATLAB} and other languages in \IRACEHOME{/examples/}. % + systems. However, you may use any other programming language. We provide examples written in \proglang{Python}, \proglang{MATLAB} and other languages in \IRACEHOME{/examples/}. An example using Julia is available at \url{https://github.com/sbomsdorf/An-example-of-irace-using-Julia-code}. % Follow these instructions to adjust the given \code{target-runner} template to your algorithm: \begin{enumerate} From 0f25dcb7f03eb1af7378bc2a4ef0ec1a2a5bb283 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 10 Jan 2025 07:27:12 +0000 Subject: [PATCH 103/127] * DESCRIPTION: Still in development. --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 7b019d06..4bfa154c 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.2.0 +Version: 4.1.0.900 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), From 0126731cecf77faf0feeb96bfaedc6e1524a8152 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 10 Jan 2025 08:11:02 +0000 Subject: [PATCH 104/127] * R/parameters.R: minor edit. --- R/parameters.R | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/R/parameters.R b/R/parameters.R index e752ada7..3203eded 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -223,14 +223,11 @@ Parameter <- function(name, type, domain, label, condition, transf, transf <- transform_domain(transf, domain, type) isFixed <- (type == "c" || type == "o") && (length(domain) == 1L) + param <- list(name = name, type = type, domain = domain, label = label, is_dependent = is.expression(domain), + isFixed = isFixed, transform = transf, condition = condition) + if (type == "r") + param$digits <- digits - if (type == "r") { - param <- list(name = name, type = type, domain = domain, label = label, is_dependent = is.expression(domain), - isFixed = isFixed, transform = transf, condition = condition, digits = digits) - } else { - param <- list(name = name, type = type, domain = domain, label = label, is_dependent = is.expression(domain), - isFixed = isFixed, transform = transf, condition = condition) - } class(param) <- c(cls, "Parameter", class(param)) param } From 551643d50d1c34babaa40a01c65519b2ff10623c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 10 Jan 2025 08:11:56 +0000 Subject: [PATCH 105/127] * R/readConfiguration.R: edit comment. --- R/readConfiguration.R | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/R/readConfiguration.R b/R/readConfiguration.R index bfbea754..0b5e1759 100644 --- a/R/readConfiguration.R +++ b/R/readConfiguration.R @@ -1,18 +1,18 @@ #' Read parameter configurations from a file -#' +#' #' Reads a set of target-algorithm configurations from a file and puts them in #' \pkg{irace} format. The configurations are checked to match the parameters #' description provided. -#' +#' #' @param filename `character(1)`\cr Filename from which the configurations should be read. #' The contents should be readable by `read.table( , header=TRUE)`. #' @param text `character(1)`\cr If \code{file} is not supplied and this is, #' then configurations are read from the value of \code{text} via a text connection. #' @inheritParams readParameters #' @inheritParams printParameters -#' -#' @return A data frame containing the obtained configurations. -#' Each row of the data frame is a candidate configuration, +#' +#' @return A data frame containing the obtained configurations. +#' Each row of the data frame is a candidate configuration, #' the columns correspond to the parameter names in `parameters`. #' #' @details @@ -26,10 +26,10 @@ #' ``` #' The order of the columns does not necessarily have to be the same #' as in the file containing the definition of the parameters. -#' -#' @seealso +#' +#' @seealso #' [readParameters()] to obtain a valid parameter structure from a parameters file. -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export readConfigurationsFile <- function(filename, parameters, debugLevel = 0L, text) @@ -60,7 +60,7 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file irace_error("Configuration number ", k, if (is.null(filename)) "" else paste0(" from file '", filename, "'"), ...) - + if (debugLevel >= 2L) print(configurations, digits=15L) nbConfigurations <- nrow(configurations) namesParameters <- parameters[["names"]] @@ -134,7 +134,7 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file suppressWarnings(as.numeric(configurations[[pname]])), digits = parameters$get(pname)[["digits"]]) } - # Loop over all configurations in configurations. + # Loop over all configurations. # FIXME: Vectorize this loop values <- configurations[[pname]] for (k in seq_len(nbConfigurations)) { @@ -211,7 +211,7 @@ compile_forbidden <- function(x) # When a is NA and we check a == 5, we would get NA, which is # always FALSE, when we actually want to be TRUE, so we test # is.na() first below. - + # We expect that there will be undefined variables, since the expressions # will be evaluated within a data.frame later. expr <- compiler::compile(substitute(is.na(x) | !(x), list(x = x)), From 5493cbd4fed02c7d63ff9505e378c540299b695f Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 10 Jan 2025 18:58:13 +0000 Subject: [PATCH 106/127] * R/irace.R: Update message to be consistent with similar ones. --- R/irace.R | 2 +- tests/testthat/test-capping.R | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/R/irace.R b/R/irace.R index 2a983e59..f608cacb 100644 --- a/R/irace.R +++ b/R/irace.R @@ -746,7 +746,7 @@ irace_run <- function(scenario) if (estimationTime < boundEstimate * nruns) { boundEstimate <- max(ceiling_digits(estimationTime / nruns, scenario$boundDigits), scenario$minMeasurableTime) if (!is.null(scenario$boundMax)) { - irace_warning("boundMax = ", scenario$boundMax, " is too large, using ", boundEstimate, " instead.\n") + irace_warning("boundMax=", scenario$boundMax, " is too large, using ", boundEstimate, " instead.\n") # FIXME: We should not modify the scenario scenario$boundMax <- boundEstimate } diff --git a/tests/testthat/test-capping.R b/tests/testthat/test-capping.R index 7834312a..2cc782f1 100644 --- a/tests/testthat/test-capping.R +++ b/tests/testthat/test-capping.R @@ -23,7 +23,7 @@ test_that("irace_capping_xy maxExperiments = 1000 cappingAfterFirstTest", { test_that("irace_capping_xy maxTime = 1000", { generate_set_seed() expect_warning(irace_capping_xy(maxTime = 1000), - "boundMax = 80 is too large, using 5 instead") + "boundMax=80 is too large, using 5 instead") }) test_that("irace_capping_xy targetRunner = target_runner_reject, maxTime = 1000", { From 0be7d5fcb421f418b35c9429df5f5f46722a1a4b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 10 Jan 2025 18:59:47 +0000 Subject: [PATCH 107/127] * R/main.R: update copyright years. --- R/main.R | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/R/main.R b/R/main.R index 64231fcf..15c37612 100644 --- a/R/main.R +++ b/R/main.R @@ -2,7 +2,7 @@ # irace: An implementation in R of Iterated Race. # ------------------------------------------------------------------------- # -# Copyright (C) 2010-2020 +# Copyright (C) 2010-2025 # Manuel López-Ibáñez # Jérémie Dubois-Lacoste # Leslie Perez Caceres @@ -39,7 +39,7 @@ irace_license <- '#------------------------------------------------------------------------------ # irace: An implementation in R of (Elitist) Iterated Racing # Version: __VERSION__ -# Copyright (C) 2010-2020 +# Copyright (C) 2010-2025 # Manuel Lopez-Ibanez # Jeremie Dubois-Lacoste # Leslie Perez Caceres @@ -54,9 +54,7 @@ irace_license <- #------------------------------------------------------------------------------ ' cat_irace_license <- function() -{ cat(sub("__VERSION__", irace_version, irace_license, fixed=TRUE)) -} #' Higher-level interface to launch irace. #' From 2d72b9851ea86001e738e3b394020d8a80163489 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 11 Jan 2025 00:04:33 +0000 Subject: [PATCH 108/127] Many improvements to ablation. --- NEWS.md | 13 + R/ablation.R | 296 +++++++++--------- R/generation.R | 29 +- .../vignette-example/create-example-file.R | 19 +- man/ablation.Rd | 6 +- man/ablation_cmdline.Rd | 6 +- man/read_ablogfile.Rd | 4 +- tests/testthat/test-ablation.R | 231 +++++++++++++- 8 files changed, 417 insertions(+), 187 deletions(-) diff --git a/NEWS.md b/NEWS.md index 34812cc3..bdf57911 100644 --- a/NEWS.md +++ b/NEWS.md @@ -11,6 +11,11 @@ * Now `blockSize` multiplies `elitistNewInstances`, which should ensure that irace evaluates instances in blocks. + * Several improvements in `ablation()` may result in different ablation + results using this version of irace. Also, the log generated by `ablation()` + has some important changes to record more detailed information and it is + more consistent with the log generated by `irace()`. + ## New features and improvements * When `targetRunner` or `targetEvaluator` are implemented in R, using random @@ -28,6 +33,14 @@ * `getConfigurationById()` now returns configurations in the same order (including repeated values) of the IDs passed as argument. + * `ablation(type="full")` will evaluate all intermediate configurations on all + instances at once. This makes better use of parallel resources but will not + report any information about progress after each instance. + + * `ablation()` now works better with dependent-domain parameters and with + complicated conditions. Ablation will not generate intermediate + configurations that are forbidden. + ## Fixes * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. diff --git a/R/ablation.R b/R/ablation.R index d8904d99..2f3e0b19 100644 --- a/R/ablation.R +++ b/R/ablation.R @@ -18,13 +18,15 @@ scenarioFile 0 p -s --scenario NA 'Scenario fil parallel 0 i '' --parallel NA 'Number of calls to targetRunner to execute in parallel. Values 0 or 1 mean no parallelization.' ") +## __VERSION__ below will be replaced by the version defined in R/version.R +## This avoids constant conflicts within this file. cat_ablation_license <- function() { ablation_license <- '#------------------------------------------------------------------------------ # ablation: An implementation in R of Ablation Analysis # Version: __VERSION__ -# Copyright (C) 2020--2022 +# Copyright (C) 2020--2025 # Manuel Lopez-Ibanez # Leslie Perez Caceres # @@ -54,14 +56,15 @@ cat_ablation_license <- function() #' ``` #' @return A list containing the following elements: #' \describe{ -#' \item{configurations}{Configurations tested in the ablation.} -#' \item{instances}{A matrix with the instances used in the experiments. First column has the -#' instances IDs from \code{iraceResults$scenario$instances}, second column the seed assigned to the instance.} +#' \item{allConfigurations}{Configurations tested in the ablation.} +#' \item{state}{State of the ablation process.} #' \item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} #' \item{scenario}{Scenario object with the settings used for the experiments.} #' \item{trajectory}{IDs of the best configurations at each step of the ablation.} #' \item{best}{Best configuration found in the experiments.} +#' \item{complete}{`TRUE` if the ablation process was completed.} #' } +#' #' @seealso [plotAblation()] [ablation()] #' @examples #' ablation_cmdline("--help") @@ -142,57 +145,101 @@ ablation_cmdline <- function(argv = commandArgs(trailingOnly = TRUE)) invisible(ablog) } -## This function fixes dependent parameters when a parameter value has been -## changed. -fixDependenciesWithReference <- function(configuration, ref_configuration, parameters) +fix_dependents <- function(parameters, dep_names, new_conf, final_conf, changed) { - # Search parameters that need a value - changed <- c() - for (pname in parameters$names_variable) { - # If dependent parameter has been activated, set the value of the reference. - if (is.na(configuration[[pname]]) && conditionsSatisfied(parameters$conditions[[pname]], configuration)) { - if (!is.null(ref_configuration)) { - configuration[[pname]] <- ref_configuration[[pname]] - } - changed <- c(changed, pname) - # MANUEL: Why do we need to recurse here? - aux <- fixDependenciesWithReference(configuration=configuration, ref_configuration=ref_configuration, parameters) - changed <- c(changed, aux$changed) - configuration <- aux$configuration + # ... check every dependent parameter... + for (dep in dep_names) { + # If the conditions are satisfied and it doesn't have a value but it + # should, then change it. If the conditions are not satisfied and it + # has a value but it shouldn't, then change it. + ok <- conditionsSatisfied(parameters$conditions[[dep]], new_conf) + change <- ok == is.na(new_conf[[dep]]) + dep_param <- parameters$get(dep) + if (change) { + # If it doesn't have a value but it should, take it from final. + if (ok) { + if (dep_param[["is_dependent"]]) { + # If the parameter is domain-dependent, then: + if (anyNA(new_conf[, .SD, .SDcols=all.vars(dep_param$domain)])) { + # If it depends on a parameter that is disabled, then this is disabled, so no need to change. + next + } else if (is.na(final_conf[[dep]]) # If the final value is NA, we cannot fix it, so skip it. + # If parameter X enables dep but dep has domain that depends on + # parameter Y, then Y in new_conf may have a value that makes + # final_conf[[dep]] invalid. We cannot fix this, so skip. + || !is_within_dependent_bound(dep_param, new_conf, value = final_conf[[dep]])) + return(NULL) + } + set(new_conf, j = dep, value = final_conf[[dep]]) + } else { + set(new_conf, j = dep, value = NA) + } + changed <- c(changed, dep) + } else if (dep_param[["is_dependent"]] && !is.na(new_conf[[dep]])) { + # The condition may not have changed but the domain may depend on a parameter that has been changed. + if (anyNA(new_conf[, .SD, .SDcols=all.vars(dep_param$domain)])) { + set(new_conf, j = dep, value = NA) + changed <- c(changed, dep) + } else if (!is_within_dependent_bound(dep_param, new_conf, value = new_conf[[dep]])) { + # If the current value is not within bound and the final value is NA, we cannot fix it, so skip it. + if (is.na(final_conf[[dep]]) + # If parameter X enables dep but dep has domain that depends on + # parameter Y, then Y in new_conf may have a value that makes + # final_conf[[dep]] invalid. We cannot fix this, so skip. + || !is_within_dependent_bound(dep_param, new_conf, value = final_conf[[dep]])) + return(NULL) + set(new_conf, j = dep, value = final_conf[[dep]]) + changed <- c(changed, dep) + } } } - list(configuration=configuration, changed=changed) + changed } ## Function that generates the configurations of the ablation path ## between initial_configuration and final_configuration. ## parameters can be selected by specifying them in para.names. -generateAblation <- function(initial_configuration, final_configuration, - parameters, param_names = NULL) +generate_ablation <- function(initial_configuration, final_configuration, + parameters, param_names) { # Only change variable parameters - if (is.null(param_names)) - param_names <- parameters$names_variable - else - param_names <- setdiff(param_names, parameters$names_fixed) - - configurations <- NULL + param_names <- setdiff(param_names, parameters$names_fixed) + # Follow the hierarchy order. + hierarchy <- sort(parameters$hierarchy) + param_names <- intersect(names(parameters$hierarchy), param_names) + configurations <- list() changed_params <- list() + # skip if the value is the same or NA (not active) + skip <- (initial_configuration[param_names] == final_configuration[param_names]) + skip <- skip[1L, ] # Drop to a vector with names + skip <- skip | is.na(skip) for (pname in param_names) { - # Check if parameter is active. - if (!conditionsSatisfied(parameters$conditions[[pname]], initial_configuration)) next - # Check value is different in the initial and final configuration and if - # so, change the value. - if (initial_configuration[[pname]] == final_configuration[[pname]]) next - new_configuration <- initial_configuration - new_configuration[[pname]] <- final_configuration[[pname]] - # Set newly activated parameters if needed. - aux <- fixDependenciesWithReference(new_configuration, final_configuration, parameters) - new_configuration <- aux[["configuration"]] - changed_params[[length(changed_params) + 1L]] <- c(pname, aux[["changed"]]) - new_configuration[[".PARENT."]] <- initial_configuration[[".ID."]] - configurations <- rbind.data.frame(configurations, new_configuration) + # If parameter is not active, it will only change if its condition becomes true. + if (skip[[pname]]) next + param <- parameters$get(pname) + # If the parameter is domain-dependent, then we can only change its + # value if the new value is within the domain. + if (param[["is_dependent"]] + && !is_within_dependent_bound(param, initial_configuration, value = final_configuration[[pname]])) + next + new_configuration <- as.data.table(initial_configuration) + set(new_configuration, j = pname, value = final_configuration[[pname]]) + changed <- pname + # If other parameters depend on this one then... + if (any(sapply(parameters$depends, function(x) any(pname %in% x)))) { + changed <- fix_dependents(parameters, dep_names = names(hierarchy)[hierarchy > hierarchy[[pname]]], + new_conf = new_configuration, final_conf = final_configuration, changed = changed) + if (is.null(changed)) + next + } + new_configuration <- filter_forbidden(new_configuration, parameters$forbidden) + if (nrow(new_configuration) == 0L) next + changed_params <- c(changed_params, list(changed)) + configurations <- c(configurations, list(new_configuration)) } + configurations <- rbindlist(configurations) + set(configurations, j = ".PARENT.", value = configurations[[".ID."]]) + setDF(configurations) rownames(configurations) <- NULL list(configurations=configurations, changed_params=changed_params) } @@ -301,15 +348,16 @@ ablation <- function(iraceResults, src = 1L, target = NULL, save_ablog <- function(complete) { ablog <- list(changes = changes, - configurations = all_configurations, - experiments = results, - state = race_state, - instances = race_state$instances_log, - scenario = scenario, - trajectory = trajectory, - best = best_configuration, - complete = complete) - if (!is.null(ablationLogFile)) save(ablog, file = ablationLogFile, version = 3L) + # This name must match the one used in the irace log. + allConfigurations = as.data.frame(all_configurations), + experiments = experiments, + state = race_state, + scenario = scenario, + trajectory = trajectory, + best = best_configuration, + complete = complete) + if (!is.null(ablationLogFile)) + save(ablog, file = ablationLogFile, version = 3L) invisible(ablog) } @@ -388,140 +436,101 @@ ablation <- function(iraceResults, src = 1L, target = NULL, param_names <- colnames(src_configuration[,ab_params])[neq_params] # FIXME: Do we really need to override the ID? - src_configuration$.ID. <- best_id <- 1L - best_configuration <- all_configurations <- src_configuration + src_configuration[[".ID."]] <- 1L + target_configuration[[".ID."]] <- 2L + all_configurations <- rbindlist(list(src_configuration, target_configuration), use.names=TRUE) + + race_state$start_parallel(scenario) + on.exit(race_state$stop_parallel(), add = TRUE) # Execute source and target configurations. ## FIXME: We may already have these experiments in the logFile! - experiments <- createExperimentList(configurations = rbind(src_configuration, target_configuration), - parameters = parameters, - instances = scenario$instances, - instances_ID = race_state$instances_log[["instanceID"]], - seeds = race_state$instances_log[["seed"]], - bounds = scenario$boundMax) irace_note("Executing source and target configurations on the given instances * nrep (", nrow(race_state$instances_log), ")...\n") - - race_state$start_parallel(scenario) - on.exit(race_state$stop_parallel(), add = TRUE) - # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. - withr::with_preserve_seed({ - target_output <- execute_experiments(race_state, experiments, scenario) - if (!is.null(scenario$targetEvaluator)) - target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output) - }) - # Save results - output <- unlist_element(target_output, "cost") - results <- matrix(NA_real_, ncol = 1L, nrow = nrow(race_state$instances_log), - dimnames = list(seq_nrow(race_state$instances_log), 1L)) - results[,1L] <- output[seq_nrow(race_state$instances_log)] - lastres <- output[(nrow(race_state$instances_log)+1L):(2L * nrow(race_state$instances_log))] + experiments <- do_experiments(race_state, + configurations = rbind.data.frame(src_configuration, target_configuration), + ninstances = nrow(race_state$instances_log), scenario = scenario, iteration = 0L) + irace_assert(ncol(experiments) == 2L) step <- 1L # Define variables needed trajectory <- 1L names(trajectory) <- "source" # FIXME: changes should only store the changed parameters. changes <- list() - ablog <- save_ablog(complete = FALSE) + best_configuration <- src_configuration + save_ablog(complete = FALSE) while (length(param_names) > 1L) { # Generate ablation configurations cat("# Generating configurations (row number is ID):", param_names, "\n") - ab_aux <- generateAblation(best_configuration, target_configuration, parameters, - param_names) + ab_aux <- generate_ablation(best_configuration, target_configuration, parameters, + param_names) aconfigurations <- ab_aux$configurations - if (is.null(aconfigurations)) { + if (nrow(aconfigurations) == 0L) { cat("# Stopping ablation, no parameter change possible.\n") break } ## FIXME: We may already have these configurations in the logFile! - # New configurations ids - ## FIXME: These should be generated with respect to the logFile to make - ## sure we don't have duplicate IDs. - aconfigurations[[".ID."]] <- max(0L, all_configurations[[".ID."]]) + seq_nrow(aconfigurations) + # New configurations IDs + aconfigurations[[".ID."]] <- max(all_configurations[[".ID."]]) + seq_nrow(aconfigurations) configurations_print(aconfigurations, metadata = FALSE) - all_configurations <- rbind(all_configurations, aconfigurations) - - # Set variables for the racing procedure - if (scenario$capping) { - # For using capping we must set elite data - elite_data <- list(experiments = results[,best_configuration[[".ID."]], drop=FALSE]) - race_conf <- rbind(best_configuration, aconfigurations) - race_state$next_instance <- nrow(race_state$instances_log) + 1L + all_configurations <- rbindlist(list(all_configurations, aconfigurations), use.names=TRUE) + + irace_note("Ablation (", type, ") of ", nrow(aconfigurations), + " configurations on ", nrow(race_state$instances_log), " instances (this may take a while ...).\n") + if (type == "full") { + step_experiments <- do_experiments(race_state, + configurations = aconfigurations, + ninstances = nrow(race_state$instances_log), + scenario = scenario, iteration = step) } else { - #LESLIE: for now we apply the non-elitis irace when type=="racing" - # we should define what is the standard - elite_data <- NULL - race_conf <- aconfigurations - scenario$elitist <- FALSE + # Set variables for the racing procedure + # FIXME: what about blockSize? race_state$next_instance <- 1L + race_output <- elitist_race(race_state, + maxExp = nrow(aconfigurations) * nrow(race_state$instances_log), + minSurvival = 1L, + elite_data = NULL, + configurations = aconfigurations, + scenario = scenario, + elitist_new_instances = 0L) + set(race_output$experiment_log, j = "iteration", value = step) + race_state$experiment_log <- + rbindlist(list(race_state$experiment_log, race_output$experiment_log), + use.names=TRUE) + step_experiments <- race_output$experiments } + experiments <- merge_matrix(experiments, step_experiments) - irace_note("Ablation (", type, ") of ", nrow(aconfigurations), - " configurations on ", nrow(race_state$instances_log), " instances.\n") - # Force the race to see all instances in "full" mode - # FIXME: Full mode should simply evaluate all instances in parallel. - if (type == "full") scenario$firstTest <- nrow(race_state$instances_log) - # FIXME: what about blockSize? - race_output <- elitist_race(race_state, - maxExp = nrow(aconfigurations) * nrow(race_state$instances_log), - minSurvival = 1L, - elite_data = elite_data, - configurations = race_conf, - scenario = scenario, - elitist_new_instances = 0L) - results <- merge_matrix(results, race_output$experiments) - - # Save log - ablog <- save_ablog(complete = FALSE) - + save_ablog(complete = FALSE) # Get the best configuration based on the criterion of irace - # MANUEL: Doesn't race_output already give you all this info??? - cranks <- overall_ranks(results[,aconfigurations[[".ID."]], drop=FALSE], test = scenario$testType) + cranks <- overall_ranks(experiments[, aconfigurations[[".ID."]], drop=FALSE], test = scenario$testType) best_id <- which.min(cranks)[1L] changes[[step]] <- ab_aux$changed_params best_change <- changes[[step]][[best_id]] trajectory <- c(trajectory, aconfigurations[[".ID."]][best_id]) # Report best. - # FIXME: This ID does not actually match the configuration ID - # The race already reports the best. cat("# Best changed parameters:\n") for (i in seq_along(best_change)) { cat("#", best_change[i], ":", best_configuration[,best_change[i]], "->", aconfigurations[best_id, best_change[i]], "\n") } - best_configuration <- aconfigurations[best_id,,drop=FALSE] best_id <- best_configuration[[".ID."]] param_names <- param_names[param_names %not_in% best_change] step <- step + 1L } - # Add last configuration and its results - # FIXME: This may be overriding the ID of an existing configuration!!! - target_configuration[[".ID."]] <- max(all_configurations[[".ID."]]) + 1L - all_configurations <- rbind(all_configurations, target_configuration) - results <- cbind(results, matrix(lastres, ncol = 1L, - dimnames=list(seq_nrow(race_state$instances_log), - target_configuration[[".ID."]]))) trajectory <- c(trajectory, target_configuration[[".ID."]]) - # Get the overall best - cranks <- overall_ranks(results[,trajectory, drop=FALSE], test = scenario$testType) + cranks <- overall_ranks(experiments[,trajectory, drop=FALSE], test = scenario$testType) best_id <- which.min(cranks)[1L] - ## FIXME: At this point, the rownames of all_configurations does not match - ## all_configurations[[".ID."]] That is confusing and a potential source of - ## bugs. Instead of fixing it here, we should not generate the discrepancy - ## ever. - best_configuration <- all_configurations[trajectory[best_id],,drop=FALSE] + setDF(all_configurations, rownames = all_configurations[[".ID."]]) + best_configuration <- all_configurations[trajectory[best_id], , drop=FALSE] irace_note("Final best configuration:\n") configurations_print(best_configuration) # Check for duplicated results: - report_duplicated_results(results, all_configurations) - - # LESLIE: If we use racing we can have a matrix of results that is not - # complete, how should we do the plots? - # MANUEL: Do not plot anything that was discarded + report_duplicated_results(experiments, all_configurations) save_ablog(complete = TRUE) } @@ -596,9 +605,14 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, local_cairo_pdf(pdf_file, width = width, height = height, onefile= TRUE) } - configurations <- ablog$configurations + configurations <- ablog$allConfigurations + # Support irace < 4.2 + if (is.null(configurations)) + configurations <- ablog$configurations + trajectory <- ablog$trajectory - if (n > 0L) trajectory <- trajectory[seq_len(n+1L)] + if (n > 0L) + trajectory <- trajectory[seq_len(n+1L)] # Generate labels labels <- ablation_labels(trajectory, configurations) if (!is.null(rename_labels)) @@ -645,9 +659,9 @@ plotAblation <- function (ablog, pdf_file = NULL, width = 20, #' Read the log file (`log-ablation.Rdata`) produced by [irace::ablation()]. #' -#' @param filename Filename that contains the log file saved by [ablation()]. Example: `log-ablation.Rdata`. +#' @param filename `character(1)`\cr Filename that contains the log file saved by [ablation()]. Example: `log-ablation.Rdata`. #' -#' @return (`list()`) +#' @return `list()` #' @concept ablation #' @export read_ablogfile <- function(filename) read_logfile(filename, name = "ablog") diff --git a/R/generation.R b/R/generation.R index dadeded1..ad7572f3 100644 --- a/R/generation.R +++ b/R/generation.R @@ -27,6 +27,15 @@ repairConfigurations <- function(x, parameters, repair) x } +is_within_dependent_bound <- function(param, configuration, value) +{ + domain <- unlist(lapply(param[["domain"]], eval, configuration)) + # Value gets truncated (defined from robotics initial requirements) + if (param[["type"]] == "i") + domain <- as.integer(domain) + domain[[1L]] <= value && value <= domain[[2L]] +} + ## Calculates the parameter bounds when parameters domain is dependent getDependentBound <- function(param, configuration) { @@ -87,12 +96,12 @@ generate_sobol <- function(parameters, n, repair = NULL) # FIXME: How to do this faster using data.table? for (x in nodep_names) set(confs, j = x, value = param_quantile(parameters$get(x), confs[[x]])) - + for (x in parameters$names_fixed) set(confs, j = x, value = parameters$domains[[x]]) - + setcolorder(confs, parameters$names) - + max_level <- max(hierarchy) if (max_level > 1L) { .NEWVALUE <- .DOMAIN <- NULL # To silence CRAN warnings. @@ -136,7 +145,7 @@ sampleSobol <- function(parameters, n, repair = NULL) { newConfigurations <- generate_sobol(parameters, n, repair) newConfigurations <- unique(newConfigurations) - forbidden <- parameters$forbidden + forbidden <- parameters$forbidden newConfigurations <- filter_forbidden(newConfigurations, forbidden) have <- nrow(newConfigurations) if (have < n) { @@ -190,7 +199,7 @@ generate_uniform <- function(parameters, nbConfigurations, repair = NULL) sampleUniform <- function(parameters, nbConfigurations, repair = NULL) { newConfigurations <- generate_uniform(parameters, nbConfigurations, repair) - forbidden <- parameters$forbidden + forbidden <- parameters$forbidden if (!is.null(forbidden)) { retries <- 100L repeat { @@ -219,7 +228,7 @@ sample_from_model <- function(parameters, eliteConfigurations, model, print(utils::str(ids_elites)) print(utils::str(eliteConfigurations[[".ID."]])) }) - + newConfigurations <- configurations_alloc(parameters$names, nrow = nbNewConfigurations, parameters) idx_elites <- sample.int(n = length(ids_elites), size = nbNewConfigurations, prob = eliteConfigurations[[".WEIGHT."]], replace = TRUE) @@ -286,11 +295,3 @@ sampleModel <- function(parameters, eliteConfigurations, model, } newConfigurations } - - - - - - - - diff --git a/devel-examples/vignette-example/create-example-file.R b/devel-examples/vignette-example/create-example-file.R index 7cdd5d7c..47c16ce3 100644 --- a/devel-examples/vignette-example/create-example-file.R +++ b/devel-examples/vignette-example/create-example-file.R @@ -22,12 +22,11 @@ parameters <- readParameters(text = parameters_table) ## configuration on a single instance. For simplicity, we restrict to ## three-dimensional functions and we set the maximum number of ## iterations of SANN to 5000. - target_runner <- function(experiment, scenario) { instance <- experiment$instance configuration <- experiment$configuration - D <- 3 + D <- 3L par <- runif(D, min=-1, max=1) fn <- function(x) { # Functions to be optimized: @@ -39,7 +38,7 @@ target_runner <- function(experiment, scenario) } f_rastrigin <- function (x) sum(x * x - 10 * cos(2 * pi * x) + 10) - + (instance * f_rastrigin(x) + (1 - instance) * f_rosenbrock(x)) } res <- stats::optim(par,fn, method="SANN", @@ -79,10 +78,6 @@ save(iraceResults, file="sann.rda", version = 3L) ### ACOTSP example -iracebin <- system.file(package="irace", "bin/irace") -if (0 != file.access(iracebin, mode=1)) - stop("Error: ", iracebin, " is not executable or not found!") - download_uncompress <- function(url, exdir, flat = FALSE) { exts <- c(".tar.bz2", ".tar.gz", ".tgz", ".tar.xz", ".zip") fileext <- exts[endsWith(url, exts)] @@ -132,11 +127,14 @@ setup_acotsp <- function() { setup_tsp_rue_2000() setup_acotsp() +iracebin <- system.file(package="irace", "bin/irace") +if (0 != file.access(iracebin, mode=1)) + stop("Error: ", iracebin, " is not executable or not found!") system(paste0("nice -n 19 ", iracebin, " --parallel 2 | tee irace-acotsp-stdout.txt 2>&1")) # Create log-ablation.Rdata cat('**** Running ablation("irace-acotsp.Rdata")\n') -ablation("irace-acotsp.Rdata", parallel = 1) +ablation("irace-acotsp.Rdata", parallel = 2L) iraceResults <- read_logfile("irace-acotsp.Rdata") @@ -171,7 +169,7 @@ experiment <- list ( id_instance = res[["instanceID"]], seed = res[["seed"]], configuration = getConfigurationById(iraceResults, 1L, drop.metadata = TRUE), - instance = res[["instance"]], + instance = res[["instance"]], switches = iraceResults$scenario$parameters$switches) # Output @@ -182,6 +180,3 @@ output <- list( # save in the folder save(experiment, output, file="examples.Rdata", version = 3L) - - - diff --git a/man/ablation.Rd b/man/ablation.Rd index d0ff6b3e..97ec197e 100644 --- a/man/ablation.Rd +++ b/man/ablation.Rd @@ -39,13 +39,13 @@ ablation( \value{ A list containing the following elements: \describe{ -\item{configurations}{Configurations tested in the ablation.} -\item{instances}{A matrix with the instances used in the experiments. First column has the -instances IDs from \code{iraceResults$scenario$instances}, second column the seed assigned to the instance.} +\item{allConfigurations}{Configurations tested in the ablation.} +\item{state}{State of the ablation process.} \item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} \item{scenario}{Scenario object with the settings used for the experiments.} \item{trajectory}{IDs of the best configurations at each step of the ablation.} \item{best}{Best configuration found in the experiments.} +\item{complete}{\code{TRUE} if the ablation process was completed.} } } \description{ diff --git a/man/ablation_cmdline.Rd b/man/ablation_cmdline.Rd index d5281ec0..61d28d88 100644 --- a/man/ablation_cmdline.Rd +++ b/man/ablation_cmdline.Rd @@ -14,13 +14,13 @@ provided on the R command line as a character vector, e.g., \value{ A list containing the following elements: \describe{ -\item{configurations}{Configurations tested in the ablation.} -\item{instances}{A matrix with the instances used in the experiments. First column has the -instances IDs from \code{iraceResults$scenario$instances}, second column the seed assigned to the instance.} +\item{allConfigurations}{Configurations tested in the ablation.} +\item{state}{State of the ablation process.} \item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} \item{scenario}{Scenario object with the settings used for the experiments.} \item{trajectory}{IDs of the best configurations at each step of the ablation.} \item{best}{Best configuration found in the experiments.} +\item{complete}{\code{TRUE} if the ablation process was completed.} } } \description{ diff --git a/man/read_ablogfile.Rd b/man/read_ablogfile.Rd index 08de85cc..0e643a6d 100644 --- a/man/read_ablogfile.Rd +++ b/man/read_ablogfile.Rd @@ -7,10 +7,10 @@ read_ablogfile(filename) } \arguments{ -\item{filename}{Filename that contains the log file saved by \code{\link[=ablation]{ablation()}}. Example: \code{log-ablation.Rdata}.} +\item{filename}{\code{character(1)}\cr Filename that contains the log file saved by \code{\link[=ablation]{ablation()}}. Example: \code{log-ablation.Rdata}.} } \value{ -(\code{list()}) +\code{list()} } \description{ Read the log file (\code{log-ablation.Rdata}) produced by \code{\link[=ablation]{ablation()}}. diff --git a/tests/testthat/test-ablation.R b/tests/testthat/test-ablation.R index b0b487d7..bac394bb 100644 --- a/tests/testthat/test-ablation.R +++ b/tests/testthat/test-ablation.R @@ -1,28 +1,235 @@ withr::with_output_sink("test-ablation.Rout", { skip_on_cran() withr::local_options(warn=2) - logfile <- system.file(package="irace", mustWork = TRUE, "exdata", "sann.rda") + + test_that("generateAblation", { + parameters <- parametersNew(param_cat(name = "algorithm", values = c("as", "mmas", "ras", "acs")), + param_real(name = "alpha", lower = 0.0, upper=5.0), + param_real(name = "beta", lower = 0.0, upper = 10.0), + param_int(name = "ants", lower = 2, upper = 100), + param_real(name = "q0", lower=0.0, upper=1.0, condition = expression(algorithm == "acs")), + param_int(name = "rasrank", lower=1, upper=quote(min(ants, 10)), condition = 'algorithm == "ras"'), + param_int(name = "eants", lower=0, upper=expression(rasrank)), + param_cat(name = "dlb", values = c(0,1), condition = "localsearch == 1"), + param_int(name = "nnls", lower = 5, upper = 50, condition = expression(dlb == 1)), + param_ord(name = "localsearch", values = c("0", "1")), + param_cat(name = "fixed", values = "0"), + forbidden = "(alpha == 0) & (beta == 0)") + + confs <- readConfigurationsFile(parameters = parameters, text =' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch +ras 1 0 5 NA 5 5 1 5 1 +ras 0.5 0 5 NA 2 2 1 5 1 +ras 0.5 0 4 NA 2 2 1 5 1 +acs 0 1 2 0.5 NA NA NA NA 0 +mmas 1 1 6 NA NA NA 0 NA 1 +') + confs[[".ID."]] <- seq_len(nrow(confs)) + colClasses <- c(localsearch="character", q0="numeric", + rasrank="integer", eants="integer", dlb="character", nnls="integer") + + check_generate_ablation <- function(src, target, configurations_table, changed) { + aux <- irace:::generate_ablation(confs[src, , drop=FALSE], confs[target, , drop=FALSE], + parameters, param_names = parameters$names_variable) + configurations <- read.table(header=TRUE, colClasses=colClasses, text=configurations_table) + configurations[["fixed"]] <- "0" + configurations[[".ID."]] <- src + configurations[[".PARENT."]] <- src + expect_equal(aux, list(configurations=configurations, changed_params = changed)) + } + + check_generate_ablation(1L, 2L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + ras 0.5 0 5 NA 5 5 1 5 1 + ras 1.0 0 5 NA 2 2 1 5 1 + ras 1.0 0 5 NA 5 2 1 5 1 +', changed = list("alpha", c("rasrank", "eants"), "eants")) + + check_generate_ablation(1L, 3L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + ras 0.5 0 5 NA 5 5 1 5 1 + ras 1.0 0 4 NA 2 2 1 5 1 + ras 1.0 0 5 NA 2 2 1 5 1 + ras 1.0 0 5 NA 5 2 1 5 1 +', changed = list("alpha", c("ants", "rasrank", "eants"), c("rasrank", "eants"),"eants")) + + check_generate_ablation(1L, 4L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + acs 1.0 0 5 0.5 NA NA 1 5 1 + ras 1.0 1.0 5 NA 5 5 1 5 1 + ras 1.0 0 5 NA 5 5 NA NA 0 +', changed = list(c("algorithm", "q0", "rasrank", "eants"), "beta", + c("localsearch", "dlb", "nnls"))) + + check_generate_ablation(1L, 5L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + mmas 1.0 0 5 NA NA NA 1 5 1 + ras 1.0 1.0 5 NA 5 5 1 5 1 + ras 1 0 6 NA 5 5 1 5 1 + ras 1.0 0 5 NA 5 5 0 NA 1 +', changed = list(c("algorithm", "rasrank", "eants"), "beta", "ants", c("dlb", "nnls"))) + + check_generate_ablation(2L, 1L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + ras 1.0 0 5 NA 2 2 1 5 1 + ras 0.5 0 5 NA 5 2 1 5 1 +', changed = list("alpha", c("rasrank"))) + + check_generate_ablation(3L, 1L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + ras 1.0 0 4 NA 2 2 1 5 1 + ras 0.5 0 5 NA 2 2 1 5 1 +', changed = list("alpha", c("ants"))) + + check_generate_ablation(4L, 1L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + acs 1 1 2 0.5 NA NA NA NA 0 + acs 0 1 5 0.5 NA NA NA NA 0 + acs 0 1 2 0.5 NA NA 1 5 1 +', changed = list("alpha", "ants", c("localsearch", "dlb", "nnls"))) + + check_generate_ablation(5L, 1L, ' +algorithm alpha beta ants q0 rasrank eants dlb nnls localsearch + ras 1 1 6 NA 5 5 0 NA 1 + mmas 1 0 6 NA NA NA 0 NA 1 + mmas 1 1 5 NA NA NA 0 NA 1 + mmas 1 1 6 NA NA NA 1 5 1 +', changed = list(c("algorithm", "rasrank", "eants"), "beta", "ants", c("dlb", "nnls"))) + + }) + + test_that("--help", { + expect_output(ablation_cmdline("--help")) + }) + outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") - - test_that("ablation('sann.rda')", { + logfile <- withr::local_tempfile(pattern = "irace", fileext = ".Rdata") + + parameters <- parametersNew( + param_cat("cat", values = c("0", "1", "2", "3", "4")), + param_real("real", lower = 0.0, upper=1.0), + param_int("int", lower = 100, upper = 500), + param_cat("bool", values = c("0", "1"))) + + default <- data.frame(cat="4", real=1.0, int=500L, bool = "1") + + target_runner <- function(experiment, scenario) { + conf <- experiment$configuration + instance <- experiment$instance + seed <- experiment$seed + k <- if (as.logical(as.integer(conf[["bool"]]))) 1000 else 100 + list(cost = instance + 1/seed + k * (conf[["int"]] + as.integer(conf[["cat"]]) + (conf[["real"]]-0.5)^2)) + } + + check_log <- function(log) { + instances_log <- log$state$instances_log + instances_log[, instance:=.I] + experiment_log <- log$state$experiment_log[instances_log, on="instance"] + experiment_log[["instance_value"]] <- log$scenario$instances[experiment_log[["instanceID"]]] + experiment_log <- experiment_log[log$allConfigurations, on = c(configuration=".ID.")] + experiments <- log$experiments + experiments = data.table( + instance = rep(seq_len(nrow(experiments)), ncol(experiments)), + configuration = rep(seq_len(ncol(experiments)), each = nrow(experiments)), + cost3 = c(experiments) + ) + experiments <- experiments[!is.na(experiments$cost3),] + experiment_log <- experiment_log[experiments, on=.NATURAL] + experiment_log[, cost2:=instance_value + 1/seed + fifelse(as.logical(as.integer(bool)), 1000, 100) * (int + as.integer(cat) + (real - 0.5)^2)] + if ("bound" %in% colnames(experiment_log)) { + experiment_log[, cost2 := pmin.int(cost2, bound)] + experiment_log[, cost3 := pmin.int(cost3, bound)] + } + expect_equal(experiment_log[["cost"]], experiment_log[["cost2"]]) + expect_equal(experiment_log[["cost"]], experiment_log[["cost3"]]) + } + + src_file <- withr::local_tempfile(pattern="src", fileext=".txt", + lines=c("cat real int bool", "4 1.0 500 1")) + target_file <- withr::local_tempfile(pattern="target", fileext=".txt", + lines=c("cat real int bool", "0 0.0 100 0")) + + test_that("ablation maxTime", { + target_runner_time <- function(experiment, scenario) + list(cost = target_runner(experiment, scenario)$cost, + time = runif(1, min=0.1, max=1)) + + scenario <- list(targetRunner = target_runner_time, + instances = seq(1000, 10000, 1000), + seed = 42, + maxTime = 1000, + initConfigurations = default, + logFile = logfile, + parameters = parameters) + scenario <- checkScenario (scenario) + irace(scenario = scenario) + check_log(read_logfile(logfile)) res <- ablation(logfile, ablationLogFile = outfile) + check_log(res) expect_true(res$complete) - }) - - test_that("ablation('sann.rda') src,target as character", { - src_file <- withr::local_tempfile(pattern="src", fileext=".txt", lines=c("tmax temp", "1 1")) - target_file <- withr::local_tempfile(pattern="target", fileext=".txt", lines=c("tmax temp", "100 100")) + res <- ablation(logfile, ablationLogFile = outfile, type = "racing") + check_log(res) + expect_true(res$complete) + res <- ablation(logfile, ablationLogFile = outfile, src = src_file, target = target_file) + check_log(res) expect_true(res$complete) + }) - test_that("--help", { - expect_output(ablation_cmdline("--help")) + test_that("ablation capping", { + target_runner_capping <- function(experiment, scenario) { + cost <- min(experiment$bound, target_runner(experiment, scenario)$cost) + list(cost = cost, time = cost) + } + + boundMax <- 1000 + (1000 * 505) + scenario <- list(targetRunner = target_runner_capping, + instances = seq(1000, 10000, 1000), + seed = 42, + maxTime = 100 * boundMax, boundMax = boundMax, + initConfigurations = default, + logFile = logfile, + parameters = parameters) + scenario <- checkScenario(scenario) + expect_warning(irace(scenario = scenario), "is too large") + check_log(read_logfile(logfile)) + + res <- ablation(logfile, ablationLogFile = outfile) + check_log(res) + expect_true(res$complete) + + res <- ablation(logfile, ablationLogFile = outfile, type = "racing") + check_log(res) + expect_true(res$complete) }) - - test_that("--log-file=sann.rda", { + + test_that("ablation maxExperiments", { + scenario <- list(targetRunner = target_runner, + instances = seq(1000, 10000, 1000), + maxExperiments = 1000, seed = 42, + initConfigurations = default, + logFile = logfile, + parameters = parameters) + scenario <- checkScenario (scenario) + irace(scenario = scenario) + check_log(read_logfile(logfile)) + + res <- ablation(logfile, ablationLogFile = outfile) + check_log(res) + expect_true(res$complete) + + res <- ablation(logfile, ablationLogFile = outfile, type = "racing") + check_log(res) + expect_true(res$complete) + + res <- ablation(logfile, ablationLogFile = outfile, src = src_file, target = target_file) + check_log(res) + expect_true(res$complete) + plotfile <- withr::local_tempfile(pattern = "ablation", fileext = ".pdf") res <- ablation_cmdline(paste0("--log-file=", logfile, " -o ", outfile, " -p ", plotfile)) + check_log(res) expect_true(res$complete) }) From ef2c9fe83f503065230eff257c8ee03d57866c83 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 11 Jan 2025 10:50:07 +0000 Subject: [PATCH 109/127] * R/utils.R (get_log_clean_version): Handle unknown version. --- R/utils.R | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/R/utils.R b/R/utils.R index 16a25486..09849e75 100644 --- a/R/utils.R +++ b/R/utils.R @@ -555,7 +555,9 @@ get_log_clean_version <- function(iraceResults) if (is.null(log_version)) log_version <- iraceResults$irace.version if (is.null(log_version)) - return(package_version("0")) + return(package_version("0.0.0")) + if (log_version == "unknown") # This may happen during development. + return(package_version("1000.0.0")) if (length(gregexpr("\\.", log_version)[[1L]]) > 3L || grepl("[a-z]", log_version)) log_version <- sub("\\.[^.]*$", "", log_version) From 8f10fffc636c43515a8230e436e28e344a14ad88 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 11 Jan 2025 10:29:28 +0000 Subject: [PATCH 110/127] * R/configurations.R (configurations_print): Handle data.table. --- R/configurations.R | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/R/configurations.R b/R/configurations.R index 4acea5c6..5c0ed9e4 100644 --- a/R/configurations.R +++ b/R/configurations.R @@ -78,61 +78,61 @@ which_satisfied <- function(configurations, condition) #' with a period. This function should be used before printing the #' configurations to output only the values for the parameters of the #' configuration without metadata possibly useless to the user. -#' +#' #' @param configurations `data.frame`\cr Parameter configurations of the #' target algorithm (one per row). -#' +#' #' @return The same data frame without "metadata". -#' -#' @seealso +#' +#' @seealso #' [configurations_print_command()] to print the configurations as command lines. #' [configurations_print()] to print the configurations as a data frame. -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export removeConfigurationsMetaData <- function(configurations) configurations[, !startsWith(colnames(configurations), "."), drop = FALSE] #' Print configurations as a data frame -#' +#' #' @inheritParams removeConfigurationsMetaData -#' +#' #' @param metadata `logical(1)`\cr whether to print the metadata or #' not. The metadata are data for the configurations (additionally to the #' value of each parameter) used by \pkg{irace}. -#' +#' #' @return None. #' #' @seealso #' [configurations_print_command()] to print the configurations as command-line strings. -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export configurations_print <- function(configurations, metadata = FALSE) { - if (!is.data.frame(configurations)) + if (is.data.table(configurations) || !is.data.frame(configurations)) configurations <- as.data.frame(configurations, stringsAsFactors = FALSE) rownames(configurations) <- configurations[[".ID."]] if (!metadata) configurations <- removeConfigurationsMetaData(configurations) - + print.data.frame(configurations, digits = 15L) } #' Print configurations as command-line strings. -#' +#' #' Prints configurations after converting them into a representation for the #' command-line. -#' +#' #' @inheritParams removeConfigurationsMetaData #' @inheritParams printParameters -#' +#' #' @return None. #' #' @seealso #' [configurations_print()] to print the configurations as a data frame. -#' +#' #' @author Manuel López-Ibáñez and Jérémie Dubois-Lacoste #' @export configurations_print_command <- function(configurations, parameters) From bfb2f47e27921ca3d7dd5bf26d5bebdf703a623b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 12 Jan 2025 07:23:20 +0000 Subject: [PATCH 111/127] Fix bug in sampleSobol. --- NEWS.md | 2 ++ R/parameters.R | 20 ++++++++++++++++---- R/readConfiguration.R | 3 ++- tests/testthat/helper-common.R | 9 +++++++++ tests/testthat/test-ablation.R | 1 + tests/testthat/test-sobol.R | 28 ++++++++++++++++++++++++---- 6 files changed, 54 insertions(+), 9 deletions(-) diff --git a/NEWS.md b/NEWS.md index bdf57911..b433f8c6 100644 --- a/NEWS.md +++ b/NEWS.md @@ -54,6 +54,8 @@ * Handle the case when all elites are rejected before starting the race and `sum(alive) <= minSurvival`. + * Fix bug in `sampleSobol()` with parameters whose domain depends on a conditional parameter. + # irace 4.1 diff --git a/R/parameters.R b/R/parameters.R index 3203eded..e30ad967 100644 --- a/R/parameters.R +++ b/R/parameters.R @@ -415,12 +415,12 @@ ParameterSpace <- R6::R6Class("ParameterSpace", cloneable = TRUE, lock_class = T #' @rdname parameters #' @export param_cat <- function(name = name, values, label = "", condition = TRUE) - Parameter(name = name, type = "c", domain = values, label = label, condition = condition, transf = "") + Parameter(name = name, type = "c", domain = as.character(values), label = label, condition = condition, transf = "") #' @rdname parameters #' @export param_ord <- function(name, values, label = "", condition = TRUE) - Parameter(name = name, type = "o", domain = values, label = label, condition = condition, transf = "") + Parameter(name = name, type = "o", domain = as.character(values), label = label, condition = condition, transf = "") #' @param lower,upper Lower and upper limits of the valid domain. #' @param transf `character(1)`\cr If `"log"`, then the parameter is sampled in a logarithmic scale. @@ -602,6 +602,11 @@ sample_unif.ParamInt <- function(param, n, domain = param[["domain"]]) #' @exportS3Method param_quantile.ParamInt <- function(param, probs, domain = param[["domain"]]) { + # Dependent domains could be not available because of inactivity of parameters + # on which they are depedent. In this case, the dependent parameter becomes + # not active and we return NA. + if (anyNA(domain)) + return(NA_integer_) lower <- domain[1L] upper <- domain[2L] probs <- as.numeric(probs) @@ -620,7 +625,8 @@ sample_model.ParamReal <- function(param, n, model, domain = param[["domain"]]) # Dependent domains could be not available because of inactivity of parameters # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. - if (anyNA(domain)) return(NA) + if (anyNA(domain)) + return(NA_real_) lower <- domain[[1L]] upper <- domain[[2L]] transf <- param[["transform"]] @@ -640,7 +646,8 @@ sample_unif.ParamReal <- function(param, n, domain = param[["domain"]]) # Dependent domains could be not available because of inactivity of parameters # on which they are depedent. In this case, the dependent parameter becomes # not active and we return NA. - if (anyNA(domain)) return(NA) + if (anyNA(domain)) + return(NA_real_) lower <- domain[[1L]] upper <- domain[[2L]] x <- sample_numeric_unif(n, lower, upper, transf = param[["transform"]]) @@ -652,6 +659,11 @@ sample_unif.ParamReal <- function(param, n, domain = param[["domain"]]) #' @exportS3Method param_quantile.ParamReal <- function(param, probs, domain = param[["domain"]]) { + # Dependent domains could be not available because of inactivity of parameters + # on which they are depedent. In this case, the dependent parameter becomes + # not active and we return NA. + if (anyNA(domain)) + return(NA_real_) lower <- domain[1L] upper <- domain[2L] probs <- as.numeric(probs) diff --git a/R/readConfiguration.R b/R/readConfiguration.R index 0b5e1759..b7b32d35 100644 --- a/R/readConfiguration.R +++ b/R/readConfiguration.R @@ -61,7 +61,8 @@ fix_configurations <- function(configurations, parameters, debugLevel = 0L, file if (is.null(filename)) "" else paste0(" from file '", filename, "'"), ...) - if (debugLevel >= 2L) print(configurations, digits=15L) + if (debugLevel >= 2L) + print(configurations, digits=15L) nbConfigurations <- nrow(configurations) namesParameters <- parameters[["names"]] # This ignores fixed parameters unless they are given with a different value. diff --git a/tests/testthat/helper-common.R b/tests/testthat/helper-common.R index eb1ebe42..b8986e88 100644 --- a/tests/testthat/helper-common.R +++ b/tests/testthat/helper-common.R @@ -25,6 +25,15 @@ skip_on_coverage <- function() { system_os_is_windows <- function() .Platform$OS.type == "windows" +expect_valid_configurations <- function(configurations, parameters) +{ + configurations <- irace:::removeConfigurationsMetaData(as.data.frame(configurations)) + output <- capture.output(print(configurations, width=5000L, row.names = FALSE)) + output <- paste0(output, "\n", collapse="") + confs2 <- readConfigurationsFile(text=output, parameters=parameters) + expect_equal(configurations, confs2) +} + ## Functions ########################################################## f_ackley <- function (x,y, nsize = 0.01) { # Transformation of parameter values diff --git a/tests/testthat/test-ablation.R b/tests/testthat/test-ablation.R index bac394bb..111351f6 100644 --- a/tests/testthat/test-ablation.R +++ b/tests/testthat/test-ablation.R @@ -31,6 +31,7 @@ mmas 1 1 6 NA NA NA 0 NA 1 check_generate_ablation <- function(src, target, configurations_table, changed) { aux <- irace:::generate_ablation(confs[src, , drop=FALSE], confs[target, , drop=FALSE], parameters, param_names = parameters$names_variable) + expect_valid_configurations(aux$configurations, parameters) configurations <- read.table(header=TRUE, colClasses=colClasses, text=configurations_table) configurations[["fixed"]] <- "0" configurations[[".ID."]] <- src diff --git a/tests/testthat/test-sobol.R b/tests/testthat/test-sobol.R index e099445d..8a36d9c7 100644 --- a/tests/testthat/test-sobol.R +++ b/tests/testthat/test-sobol.R @@ -1,8 +1,26 @@ withr::with_output_sink("test-sobol.Rout", { + test_that("bug with conditional dependent", { + parameters <- parametersNew(param_cat(name = "algorithm", values = c("as", "mmas", "ras", "acs")), + param_real(name = "alpha", lower = 0.0, upper=5.0), + param_real(name = "beta", lower = 0.0, upper = 10.0), + param_int(name = "ants", lower = 2, upper = 100), + param_real(name = "q0", lower=0.0, upper=1.0, condition = expression(algorithm == "acs")), + param_int(name = "rasrank", lower=1, upper=quote(min(ants, 10)), condition = 'algorithm == "ras"'), + param_int(name = "eants", lower=0, upper=expression(rasrank)), + param_cat(name = "dlb", values = c(0,1), condition = "localsearch == 1"), + param_int(name = "nnls", lower = 5, upper = 50, condition = expression(dlb == 1)), + param_ord(name = "localsearch", values = c("0", "1")), + param_cat(name = "fixed", values = "0")) + + confs <- irace:::sampleSobol(parameters, 1000L) + expect_equal(nrow(confs), 1000L) + expect_valid_configurations(confs, parameters) + }) + test_that("bug with dependent fixed", { params <- readParameters(text=' -ROOT "ROOT=" c ("SimpleAlgorithm") +ROOT "ROOT=" c ("SimpleAlgorithm") ROOT_SimpleAlgorithm.constructive "ROOT_SimpleAlgorithm.constructive=" c ("FasterInvertedConstructive", "SlowConstructive") | ROOT %in% c("SimpleAlgorithm") ROOT_SimpleAlgorithm.constructive_FasterInvertedConstructive.sumThis "ROOT_SimpleAlgorithm.constructive_FasterInvertedConstructive.sumThis=" r (-50.0, 50.0) | ROOT_SimpleAlgorithm.constructive %in% c("FasterInvertedConstructive") ROOT_SimpleAlgorithm.constructive_SlowConstructive.sumThis "ROOT_SimpleAlgorithm.constructive_SlowConstructive.sumThis=" i (-10, 10) | ROOT_SimpleAlgorithm.constructive %in% c("SlowConstructive") @@ -10,12 +28,13 @@ ROOT_SimpleAlgorithm.improver "ROOT_SimpleAlgorithm.improver=" c ("FlippyFlop ROOT_SimpleAlgorithm.improver_FlippyFlopImprover.enabled "ROOT_SimpleAlgorithm.improver_FlippyFlopImprover.enabled=" c ("true", "false") | ROOT_SimpleAlgorithm.improver %in% c("FlippyFlopImprover") ROOT_SimpleAlgorithm.improver_FlippyFlopImprover.sleepy "ROOT_SimpleAlgorithm.improver_FlippyFlopImprover.sleepy=" c ("8", "6", "12", "11", "7", "5", "4", "10", "1", "9", "2", "3", "13") | ROOT_SimpleAlgorithm.improver %in% c("FlippyFlopImprover") ') - confs <- irace:::sampleSobol(params, 10) - expect_equal(nrow(confs), 10) + confs <- irace:::sampleSobol(params, 10L) + expect_equal(nrow(confs), 10L) + expect_valid_configurations(confs, params) }) test_that("bug with dependent fixed #2", { params <- readParameters(text=' -ROOT "ROOT=" c ("SimpleAlgorithm", "ComplexAlgorithms") +ROOT "ROOT=" c ("SimpleAlgorithm", "ComplexAlgorithms") ROOT_SimpleAlgorithm.constructive "ROOT_SimpleAlgorithm.constructive=" c ("FasterInvertedConstructive", "SlowConstructive") | ROOT %in% c("SimpleAlgorithm") ROOT_SimpleAlgorithm.constructive_FasterInvertedConstructive.sumThis "ROOT_SimpleAlgorithm.constructive_FasterInvertedConstructive.sumThis=" r (-50.0, 50.0) | ROOT_SimpleAlgorithm.constructive %in% c("FasterInvertedConstructive") ROOT_SimpleAlgorithm.constructive_SlowConstructive.sumThis "ROOT_SimpleAlgorithm.constructive_SlowConstructive.sumThis=" i (-10, 10) | ROOT_SimpleAlgorithm.constructive %in% c("SlowConstructive") @@ -25,6 +44,7 @@ ROOT_SimpleAlgorithm.improver_FlippyFlopImprover.sleepy "ROOT_SimpleAlgorithm.i ') confs <- irace:::sampleSobol(params, 10) expect_equal(nrow(confs), 10) + expect_valid_configurations(confs, params) }) }) From 3e196d4d9430c755668f8d504cd1842cfc5a9405 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sun, 12 Jan 2025 20:15:25 +0000 Subject: [PATCH 112/127] Use correct type for NA values and use set() instead of [.data.table as much as possible. --- R/configurations.R | 24 +++++++++--------------- R/generation.R | 26 ++++++++++---------------- 2 files changed, 19 insertions(+), 31 deletions(-) diff --git a/R/configurations.R b/R/configurations.R index 5c0ed9e4..ccef9213 100644 --- a/R/configurations.R +++ b/R/configurations.R @@ -1,22 +1,16 @@ +.param_na_value_type <- list(i = NA_integer_, r = NA_real_, c = NA_character_, o = NA_character_) + # Returns a data.table configurations_alloc <- function(colnames, nrow, parameters) { - parameter_type <- function(type) { - switch(type, - i = NA_integer_, - r = NA_real_, - c = NA_character_, - o = NA_character_, - irace_internal_error("Unknown type '", type, "'")) + column_type <- function(x, n, types) { + what <- switch(x, + .ID. = NA_integer_, + .PARENT. = NA_integer_, + .WEIGHT. = NA_real_, + .param_na_value_type[[ types[x] ]]) + rep_len(what, n) } - - column_type <- function(x, n, types) - rep(switch(x, - .ID. = NA_integer_, - .PARENT. = NA_integer_, - .WEIGHT. = NA_real_, - parameter_type(types[x])), n) - x <- sapply(colnames, column_type, n=nrow, types = parameters[["types"]], simplify=FALSE, USE.NAMES=TRUE) setDT(x) diff --git a/R/generation.R b/R/generation.R index ad7572f3..3a58a795 100644 --- a/R/generation.R +++ b/R/generation.R @@ -101,7 +101,6 @@ generate_sobol <- function(parameters, n, repair = NULL) set(confs, j = x, value = parameters$domains[[x]]) setcolorder(confs, parameters$names) - max_level <- max(hierarchy) if (max_level > 1L) { .NEWVALUE <- .DOMAIN <- NULL # To silence CRAN warnings. @@ -110,29 +109,24 @@ generate_sobol <- function(parameters, n, repair = NULL) dep_names <- names(hierarchy)[hierarchy == k+1L] for (p in dep_names) { param <- parameters$get(p) - idx_satisfied <- which_satisfied(confs, param[["condition"]]) if (param$isFixed) { - # If somehow this fixed parameter was not satisfied sometimes, just set its value to NA. - confs[!idx_satisfied, (p):= NA ] - } else if (length(idx_satisfied)) { + if (!isTRUE(param[["condition"]])) + # If somehow this fixed parameter was not satisfied sometimes, just set its value to NA. + set(confs, which(!eval(param[["condition"]], confs)), j = p, value = NA_character_) + next + } + idx_satisfied <- which_satisfied(confs, param[["condition"]]) + if (length(idx_satisfied)) { if (param[["is_dependent"]]) { confs[idx_satisfied, let(.DOMAIN = list(get_dependent_domain(param, .SD))), by=.I, .SDcols=prev_names] confs[idx_satisfied, .NEWVALUE := param_quantile(param, .SD, domain = unlist(.DOMAIN)), by=.I, .SDcols=p] - confs[, (p):=.NEWVALUE] - confs[, let(.NEWVALUE=NULL, .DOMAIN=NULL)] + set(confs, j = ".DOMAIN", value = NULL) } else { confs[idx_satisfied, .NEWVALUE := param_quantile(param, unlist(.SD)), .SDcols=p] - confs[, (p):=.NEWVALUE] - confs[, let(.NEWVALUE=NULL)] } + set(confs, j = c(p, ".NEWVALUE"), value = list(confs[[".NEWVALUE"]], NULL)) } else { - na_value <- switch(param[["type"]], - i = NA_integer_, - r = NA_real_, - c = NA_character_, - o = NA_character_, - irace_internal_error("Unknown type '", param[["type"]], "'")) - set(confs, j = p, value = na_value) + set(confs, j = p, value = .param_na_value_type[[ param[["type"]] ]]) } } } From bec0cb81e4f66bbd8ad949d7d8eb766d382f2a73 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 20 Jan 2025 15:34:34 +0000 Subject: [PATCH 113/127] * R/generation.R: Use set instead of := --- R/generation.R | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/R/generation.R b/R/generation.R index 3a58a795..f6b53832 100644 --- a/R/generation.R +++ b/R/generation.R @@ -67,13 +67,15 @@ get_dependent_domain <- function(param, configuration) deps <- all.vars(domain) # FIXME: This function should not be called if the parent is disabled. # If it depends on a parameter that is disabled, then this is disabled. - if (anyNA(configuration[deps])) return(NA) + if (anyNA(configuration[deps])) + return(NA) irace_assert(is.expression(domain)) domain <- sapply(domain, eval, configuration, USE.NAMES=FALSE) irace_assert(all(is.finite(domain))) # Value gets truncated (defined from robotics initial requirements) - if (param[["type"]] == "i") domain <- as.integer(domain) + if (param[["type"]] == "i") + domain <- as.integer(domain) if (domain[[1L]] > domain[[2L]]) { # FIXME: Add test for this error. irace_error ("Invalid domain (", paste0(domain, collapse=", "), @@ -259,7 +261,7 @@ sample_from_model <- function(parameters, eliteConfigurations, model, c(pname) := list(sample_model(param, .N, this_model[[ .BY[[1L]] ]])), by = .PARENT.] } - newConfigurations[, .PARENT. := as.integer(.PARENT.)] + set(newConfigurations, j = ".PARENT.", value = as.integer(newConfigurations[[".PARENT."]])) repairConfigurations(newConfigurations, parameters, repair) newConfigurations } From 9ba10f1f5d0f859d96b7c624ff1137a9cc614bc7 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Fri, 24 Jan 2025 13:30:40 +0000 Subject: [PATCH 114/127] Update whereami.c and whereami.h to https://github.com/gpakosz/whereami/commit/dcb52a058dc14530ba9ae05e4339bd3ddfae0e0e --- src/iracebin/whereami.c | 27 +++++++++++++++++++-------- src/iracebin/whereami.h | 6 ++++-- 2 files changed, 23 insertions(+), 10 deletions(-) diff --git a/src/iracebin/whereami.c b/src/iracebin/whereami.c index f497259d..cbe81631 100644 --- a/src/iracebin/whereami.c +++ b/src/iracebin/whereami.c @@ -68,7 +68,13 @@ extern "C" { #if defined(_MSC_VER) #pragma warning(pop) #endif +#if (_MSC_VER >= 1900) #include +#else +#define bool int +#define false 0 +#define true 1 +#endif static int WAI_PREFIX(getModulePath_)(HMODULE module, char* out, int capacity, int* dirname_length) { @@ -169,7 +175,7 @@ int WAI_PREFIX(getModulePath)(char* out, int capacity, int* dirname_length) return length; } -#elif defined(__linux__) || defined(__CYGWIN__) || defined(__sun) || defined(WAI_USE_PROC_SELF_EXE) || defined(__wasm__) +#elif defined(__linux__) || defined(__CYGWIN__) || defined(__sun) || defined(WAI_USE_PROC_SELF_EXE) #include #include @@ -243,6 +249,11 @@ int WAI_PREFIX(getExecutablePath)(char* out, int capacity, int* dirname_length) #endif #endif +#if !defined(WAI_STRINGIZE) +#define WAI_STRINGIZE(s) +#define WAI_STRINGIZE_(s) #s +#endif + #if defined(__ANDROID__) || defined(ANDROID) #include #include @@ -264,20 +275,20 @@ int WAI_PREFIX(getModulePath)(char* out, int capacity, int* dirname_length) for (;;) { - char buffer[PATH_MAX < 1024 ? 1024 : PATH_MAX]; - uint64_t low, high; + char buffer[128 + PATH_MAX]; + uintptr_t low, high; char perms[5]; uint64_t offset; - uint32_t major, minor; - char path[PATH_MAX]; - uint32_t inode; + uint32_t major, minor, inode; + char path[PATH_MAX + 1]; if (!fgets(buffer, sizeof(buffer), maps)) break; - if (sscanf(buffer, "%" PRIx64 "-%" PRIx64 " %s %" PRIx64 " %x:%x %u %s\n", &low, &high, perms, &offset, &major, &minor, &inode, path) == 8) + if (sscanf(buffer, "%" SCNxPTR "-%" SCNxPTR " %s %" SCNx64 " %x:%x %u %" WAI_STRINGIZE(PATH_MAX) "[^\n]\n", &low, &high, perms, &offset, &major, &minor, &inode, path) == 8) { - uint64_t addr = (uintptr_t)WAI_RETURN_ADDRESS(); + void* _addr = WAI_RETURN_ADDRESS(); + uintptr_t addr = (uintptr_t)_addr; if (low <= addr && addr <= high) { char* resolved; diff --git a/src/iracebin/whereami.h b/src/iracebin/whereami.h index 670db54c..8e58c818 100644 --- a/src/iracebin/whereami.h +++ b/src/iracebin/whereami.h @@ -31,7 +31,8 @@ extern "C" { * @param out destination buffer, optional * @param capacity destination buffer capacity * @param dirname_length optional recipient for the length of the dirname part - * of the path. + * of the path. Available only when `capacity` is large enough to retrieve the + * path. * * @return the length of the executable path on success (without a terminal NUL * character), otherwise `-1` @@ -52,7 +53,8 @@ int WAI_PREFIX(getExecutablePath)(char* out, int capacity, int* dirname_length); * @param out destination buffer, optional * @param capacity destination buffer capacity * @param dirname_length optional recipient for the length of the dirname part - * of the path. + * of the path. Available only when `capacity` is large enough to retrieve the + * path. * * @return the length of the module path on success (without a terminal NUL * character), otherwise `-1` From 64cf031c7647949639ca0c334ff42a8f2f744af1 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Thu, 23 Jan 2025 11:29:23 +0000 Subject: [PATCH 115/127] * src/iracebin/irace.h. Better handling of paths in Windows. Fixes #79. * tests/testthat/test-target-runner-dummy.R: Run more tests on Windows. --- NEWS.md | 2 + src/iracebin/irace.h | 86 +++++++++++++++++------ tests/testthat/test-target-runner-dummy.R | 28 ++++---- 3 files changed, 83 insertions(+), 33 deletions(-) diff --git a/NEWS.md b/NEWS.md index b433f8c6..dfec04f9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -43,6 +43,8 @@ ## Fixes + * Fix #79: irace.exe did not encode the `libPath` correctly in R >= 4.0 on Windows, producing 'unrecognized escape in character string'. Fixed by replacing backslashes with forward slashes and quoting the arguments that may contain spaces. + * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. * Fixed documentation of `psRace()`. diff --git a/src/iracebin/irace.h b/src/iracebin/irace.h index 558d29c9..5cc353c4 100644 --- a/src/iracebin/irace.h +++ b/src/iracebin/irace.h @@ -5,45 +5,89 @@ #include #include "whereami.h" -#define max_path_length 1024 +#define MAX_PATH_LENGTH 1024 + char *get_install_path(const char * package_path) { - char fullpath[max_path_length - 1] = "\0"; - int dirname_length = 0; - int res = wai_getExecutablePath(fullpath, max_path_length, &dirname_length); - if (res <= 0) - return NULL; - if (res <= dirname_length) + char fullpath[MAX_PATH_LENGTH - 1] = "\0"; + int fullpath_length = 0; + int res = wai_getExecutablePath(fullpath, MAX_PATH_LENGTH, &fullpath_length); + if (res <= 0 || res <= fullpath_length) return NULL; - dirname_length -= strlen(package_path); - char * path = (char*) malloc(dirname_length+1); - memcpy(path, fullpath, dirname_length); - path[dirname_length] = '\0'; + // printf("fullpath: %s (%d)\n", fullpath, fullpath_length); +#ifdef WIN32 + for (size_t i = 0; i < fullpath_length; ++i) { + if (fullpath[i] == '\\') { + fullpath[i] = '/'; + } + } +#endif + // Remove package_path and everything after it from fullpath. + size_t package_path_len = strlen(package_path); + char *pos = strstr(fullpath, package_path); + char * last_found = NULL; + if (pos == NULL) { + printf("Error: irace is installed at an unexpected path: %s\n", fullpath); + exit(EXIT_FAILURE); + } + // Search the last occurrence in case fullpath is something like + // /irace/bin/R/x86_64-pc-linux-gnu-library/4.1/irace/bin/irace . + do { + last_found = pos; + pos = strstr(pos + package_path_len, package_path); + } while (pos != NULL); + *last_found = '\0'; + fullpath_length = strlen(fullpath); + char * path = (char*) malloc((fullpath_length + 1) * sizeof(char)); + memcpy(path, fullpath, fullpath_length + 1); + // printf("path: %s (%d)\n", fullpath, fullpath_length); return path; } +#undef MAX_PATH_LENGTH int exec_R(int argc, char *argv[], const char * user_code) { + const char * path = get_install_path("/irace/bin/"); + if (path == NULL) + path = ""; + +#define _libpath_str ".libPaths(c(r'{%s}', .libPaths()));%s" #ifdef WIN32 -# define EXE_EXT ".exe" +// Windows execvp() does not pass command-line arguments correctly if they +// contain space, tab, backslash, or double-quote characters. +#define libpath_str "\"" _libpath_str "\"" #else -# define EXE_EXT "" +#define libpath_str _libpath_str #endif - const char file[] = "R" EXE_EXT; - const char * path = get_install_path("/irace/bin"); - if (path == NULL) path = ""; -#define libpath_str ".libPaths(c('%s', .libPaths()));%s" + // -4 because of two times %s. char * r_code = malloc(sizeof(char) * (strlen(libpath_str) - 4 + strlen(path) + strlen(user_code) + 1)); sprintf(r_code, libpath_str, path, user_code); - //printf("%s\n", libpath); - +#undef _libpath_str +#undef libpath_str + // printf("%s\n", r_code); + char * const extra_argv[] = { "--vanilla", "--slave", "-e", r_code, "--args"}; int extra_argc = sizeof(extra_argv) / sizeof(char *); - char **cmd_args = calloc(extra_argc + argc + 1, sizeof(char *)); + char **cmd_args = malloc((extra_argc + argc + 1) * sizeof(char *)); cmd_args[0] = argv[0]; for (int i = 0; i < extra_argc; i++) cmd_args[i+1] = extra_argv[i]; for (int i = 1; i < argc; i++) cmd_args[extra_argc + i] = argv[i]; - return execvp(file, cmd_args); + cmd_args[extra_argc + argc] = NULL; + // for (int i = 0; i < extra_argc + argc; i++) + // printf("%d: %s\n", i, cmd_args[i]); + +#ifdef WIN32 +# define EXE_EXT ".exe" +#else +# define EXE_EXT "" +#endif + const char file[] = "R" EXE_EXT; +#undef EXE_EXT + if (execvp(file, cmd_args) == -1) { + perror("Error executing R"); + return EXIT_FAILURE; + } + return EXIT_SUCCESS; } diff --git a/tests/testthat/test-target-runner-dummy.R b/tests/testthat/test-target-runner-dummy.R index de16143a..e07b0666 100644 --- a/tests/testthat/test-target-runner-dummy.R +++ b/tests/testthat/test-target-runner-dummy.R @@ -33,10 +33,12 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { skip_if_not(nzchar(iraceexe), "Not run because 'irace' is not installed") expect_true(file.exists(iraceexe)) # FIXME: For some reason, this does not generate any output on Windows - output <- expect_silent(system2(iraceexe, "--help", stdout = TRUE, stderr = TRUE)) - skip_on_os("windows") - expect_match(paste(collapse="", output), - "irace: An implementation in R of.*called with: --help") + output <- expect_silent(runexe(iraceexe, "--help")) + ## cat("irace --help\n") + ## print(output) + expected_output <- if (system_os_is_windows()) "^$" + else "irace: An implementation in R.*called with: --help" + expect_match(paste(collapse="", output), expected_output) }) test_that("ablation exe works", { @@ -44,10 +46,12 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { skip_if_not(nzchar(ablationexe), "Not run because 'ablation' is not installed") expect_true(file.exists(ablationexe)) # FIXME: For some reason, this does not generate any output on Windows - output <- expect_silent(system2(ablationexe, "--help", stdout = TRUE, stderr = TRUE)) - skip_on_os("windows") - expect_match(paste(collapse="", output), - "ablation: An implementation in R of Ablation Analysis.*called with: --help") + output <- expect_silent(runexe(ablationexe, "--help")) + ## cat("ablation --help\n") + ## print(output) + expected_output <- if (system_os_is_windows()) "^$" + else "ablation: An implementation in R of Ablation Analysis.*called with: --help" + expect_match(paste(collapse="", output), expected_output) }) run_cmdline <- function(parameters, args) { @@ -65,7 +69,7 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { target_runner_dummy <- get_executable("target-runner-dummy") skip_if_not(nzchar(target_runner_dummy), "Not run because 'target-runner-dummy' is not installed") expect_true(file.exists(target_runner_dummy)) - + test_that("--check", { expect_warning( run_cmdline(paste0('p_int "--p_int " i (1, 10)\n', @@ -91,7 +95,7 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { 'capping "--opt-time " c (1)\n'), '--max-time 1000 --bound-max 100 --capping 1'), "is too large"), - "No scenario file given") + "No scenario file given") }) test_that("--capping", { expect_warning( @@ -120,7 +124,7 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { 'capping "--opt-time " c (1)\n'), '--max-time 500 --bound-max 1 --capping 1 '), "With the current settings and estimated time per run"), - "No scenario file given") + "No scenario file given") }) test_that("Error cost time", { expect_error( @@ -151,5 +155,5 @@ withr::with_output_sink("test-target-runner-dummy.Rout", { '--min-experiments 50'), "No scenario file given")) }) - + }) # withr::with_output_sink() From cc7ba0dca130becabbeb2902bef888473d91158a Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 27 Jan 2025 11:15:37 +0000 Subject: [PATCH 116/127] * Makefile: Use compact-vignettes=both in check_win(). --- Makefile | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Makefile b/Makefile index 18b28e4d..be2c5bc8 100644 --- a/Makefile +++ b/Makefile @@ -63,7 +63,7 @@ pkgdown: gendoc $(Reval) 'pkgdown::build_site()' @$(MAKE) clean -build: +build: @$(MAKE) genoptions $(MAKE) releasevignette @if grep -q @ $(PACKAGEDIR)/vignettes/$(PACKAGE)-package.bib; then true; \ @@ -120,7 +120,7 @@ else _R_CHECK_FORCE_SUGGESTS_=false NOT_CRAN=true $(Reval) 'testthat::test_local(stop_on_failure = TRUE)' endif -clean: +clean: cd $(PACKAGEDIR) && (./cleanup; make -C src -f Makevars clean) ## FIXME: building the vignettes is a bit complicated and sometimes fails. @@ -180,8 +180,8 @@ macbuild: releasebuild $(Reval) "rhub::check(platform='macos-highsierra-release-cran', $(RHUB_COMMON_ARGS))" winbuild: releasebuild - $(Reval) "devtools::check_win_release()" - $(Reval) "devtools::check_win_devel()" + $(Reval) "devtools::check_win_release(args = '--compact-vignettes=both')" + $(Reval) "devtools::check_win_devel(args = '--compact-vignettes=both')" $(Reval) "rhub::check_on_windows($(RHUB_COMMON_ARGS))" examples: quick-install From c69ea6aaad8cb4387397a6da5d058775410d127e Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 27 Jan 2025 16:32:03 +0000 Subject: [PATCH 117/127] * vignettes/irace-package.bib: Add missing entries. --- vignettes/irace-package.bib | 35 ++++++++++++++++++++++++++++++++++- 1 file changed, 34 insertions(+), 1 deletion(-) diff --git a/vignettes/irace-package.bib b/vignettes/irace-package.bib index 82e1397a..a1b329fb 100644 --- a/vignettes/irace-package.bib +++ b/vignettes/irace-package.bib @@ -12,8 +12,12 @@ @string{add-cham @string{add-heidelberg = { Heidelberg }} +@string{add-ny = { New York, NY }} + @string{aaaip-pub = {{AAAI} Press}} +@string{acm-pub = {ACM Press}} + @string{ieeep = {IEEE Press}} @string{ieeep-ad = {Piscataway, NJ}} @@ -32,6 +36,10 @@ @string{cec @string{cec2006 = proc_of_the # {2006} # cec # { 2006)}} +@string{gecco = proc_of_the # {Genetic and Evolutionary Computation Conference, GECCO }} + +@string{gecco2013 = gecco # {2013}} + @string{icml = { International Conference on Machine Learning, {ICML} }} @string{icml2014 = proc_of_the # {31st} # icml # {2014}} @@ -48,6 +56,8 @@ @string{orp @string{telo = {ACM Transactions on Evolutionary Learning and Optimization}} +@string{alba_e = { Alba, Enrique }} + @string{balaprakash = { Prasanna Balaprakash }} @string{bartz-beielstein = { Thomas Bartz-Beielstein }} @@ -58,6 +68,8 @@ @string{biedenkapp @string{birattari = { Mauro Birattari }} +@string{blum = { Christian Blum }} + @string{branke = { J{\"u}rgen Branke }} @string{chiarandini = { Marco Chiarandini }} @@ -76,6 +88,8 @@ @string{hoos @string{hutter = { Frank Hutter }} +@string{lau_hc = { Hoong Chuin Lau }} + @string{leyton-brown = { Kevin Leyton-Brown }} @string{lindauer_m = { Marius Thomas Lindauer }} @@ -84,6 +98,8 @@ @string{lopez-ibanez @string{mcgeoch_cc = { Catherine C. McGeoch }} +@string{montesdeoca = { Marco A. {Montes de Oca} }} + @string{paquete = { Lu{\'i}s Paquete }} @string{pardalos = { Panos M. Pardalos }} @@ -360,6 +376,13 @@ @incollection{SchHoo2012quanti doi = {10.1007/978-3-642-34413-8_14} } +@incollection{YuaStuMonLauBir13, + author = yuan_z # and # montesdeoca # and # stuetzle # and # lau_hc # and # birattari, + title = {An Analysis of Post-selection in Automatic Configuration}, + pages = {1557--1564}, + crossref = {GECCO2013} +} + @book{AAAI2017, booktitle = aaai, editor = {Satinder P. Singh and Shaul Markovitch}, @@ -393,6 +416,17 @@ @proceedings{CEC2006 address = ieeep-ad } +@book{GECCO2013, + title = {Genetic and Evolutionary Computation Conference, GECCO 2013, + Proceedings, Amsterdam, The Netherlands, July 6-10, 2013}, + booktitle = gecco2013, + editor = blum # and # alba_e, + year = 2013, + publisher = acm-pub, + address = add-ny, + isbn = {978-1-4503-1963-8} +} + @proceedings{ICML2014, editor = {Xing, Eric P. and Jebara, Tony}, title = {Proceedings of the 31st International Conference on Machine @@ -441,4 +475,3 @@ @book{LION2017 publisher = springer, address = add-cham } - From 25fd487ba58b30f708ab616826e92997d8345a70 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 27 Jan 2025 16:50:53 +0000 Subject: [PATCH 118/127] Prepare for 4.2 release. --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 4bfa154c..7b019d06 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.1.0.900 +Version: 4.2.0 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), From c9d441b48ea688bf2d61e69c6a685a62e6673ff0 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Mon, 27 Jan 2025 16:32:19 +0000 Subject: [PATCH 119/127] Regenerate examples. --- inst/exdata/irace-acotsp.Rdata | Bin 188573 -> 197945 bytes inst/exdata/log-ablation.Rdata | Bin 147552 -> 296455 bytes inst/exdata/sann.rda | Bin 176822 -> 175479 bytes vignettes/irace-acotsp-stdout.txt | 524 +++++++++++++++--------------- 4 files changed, 267 insertions(+), 257 deletions(-) diff --git a/inst/exdata/irace-acotsp.Rdata b/inst/exdata/irace-acotsp.Rdata index 10634da41cbc2fde8796de6d72dee6d64d021338..1096fab814ad8e22e6f2a313b7eaba89f54f1308 100644 GIT binary patch literal 197945 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K{qiF!1pokFBl8*n diff --git a/vignettes/irace-acotsp-stdout.txt b/vignettes/irace-acotsp-stdout.txt index c3bae766..bb7ce669 100644 --- a/vignettes/irace-acotsp-stdout.txt +++ b/vignettes/irace-acotsp-stdout.txt @@ -1,6 +1,6 @@ #------------------------------------------------------------------------------ # irace: An implementation in R of (Elitist) Iterated Racing -# Version: 4.0.3037934 +# Version: 4.1.38b59f7 # Copyright (C) 2010-2020 # Manuel Lopez-Ibanez # Jeremie Dubois-Lacoste @@ -16,10 +16,10 @@ #------------------------------------------------------------------------------ # installed at: /home/manu/R/x86_64-pc-linux-gnu-library/4.1/irace # called with: --parallel 2 -# 2024-11-25 19:54:46 GMT: Reading parameter file '/home/manu/work/irace/git/devel-examples/vignette-example/parameters.txt'. -# 2024-11-25 19:54:46 GMT: 1 expression(s) specifying forbidden configurations read. -# 2024-11-25 19:54:46 GMT: Read 1 configuration(s) from file '/home/manu/work/irace/git/devel-examples/vignette-example/default.txt' -# 2024-11-25 19:54:46 GMT: Initialization +# 2024-12-13 10:37:30 GMT: Reading parameter file '/home/manu/work/irace/git/devel-examples/vignette-example/parameters.txt'. +# 2024-12-13 10:37:30 GMT: 1 expression(s) specifying forbidden configurations read. +# 2024-12-13 10:37:30 GMT: Read 1 configuration(s) from file '/home/manu/work/irace/git/devel-examples/vignette-example/default.txt' +# 2024-12-13 10:37:30 GMT: Initialization # Elitist race # Elitist new instances: 1 # Elitist limit: 2 @@ -32,7 +32,7 @@ # mu: 5 # deterministic: FALSE -# 2024-11-25 19:54:46 GMT: Iteration 1 of 5 +# 2024-12-13 10:37:30 GMT: Iteration 1 of 5 # experimentsUsedSoFar: 0 # remainingBudget: 1000 # currentBudget: 200 @@ -48,27 +48,25 @@ +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 1| 33| 3| 32651716.00| 33|00:01:34| NA| NA| NA| -|x| 2| 33| 3| 32758597.50| 66|00:01:35|+0.96|0.98|0.0011| -|x| 3| 33| 3| 32897333.67| 99|00:01:43|+0.96|0.97|0.0010| -|x| 4| 33| 3| 32873388.50| 132|00:01:34|+0.97|0.97|0.0018| -|-| 5| 3| 3| 32913189.20| 165|00:01:33|+0.40|0.52|0.1580| +|x| 1| 33| 31| 33745195.00| 33|00:01:42| NA| NA| NA| +|x| 2| 33| 31| 33244474.00| 66|00:01:36|+0.96|0.98|0.0093| +|x| 3| 33| 9| 33268783.67| 99|00:01:34|+0.98|0.98|0.0067| +|x| 4| 33| 31| 33289312.75| 132|00:01:37|+0.97|0.98|0.0059| +|-| 5| 1| 31| 33252153.00| 165|00:01:38| NA| NA| NA| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 3 mean value: 32913189.20 +Best-so-far configuration: 31 mean value: 33252153.00 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -3 3 ras 3 2.4626 3.3474 0.794 6 7 NA 0 86 NA 5 NA + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +31 31 acs 3 4.2717 0.2871 0.9362 6 17 0.918 1 NA NA 5 NA -# 2024-11-25 20:02:48 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 -16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 -25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 -# 2024-11-25 20:02:48 GMT: Iteration 2 of 5 +# 2024-12-13 10:45:39 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +31 acs 3 4.2717 0.2871 0.9362 6 17 0.918 1 NA NA 5 +# 2024-12-13 10:45:39 GMT: Iteration 2 of 5 # experimentsUsedSoFar: 165 # remainingBudget: 835 # currentBudget: 208 -# nbConfigurations: 31 +# nbConfigurations: 30 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -80,27 +78,28 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 6| 31| 3| 33345656.00| 31|00:01:27| NA| NA| NA| -|x| 3| 31| 3| 33260231.00| 59|00:01:17|+0.95|0.97|0.0031| -|x| 4| 31| 3| 33107338.33| 87|00:01:17|+0.96|0.97|0.0020| -|x| 5| 31| 3| 33098601.75| 115|00:01:17|+0.94|0.96|0.0020| -|-| 2| 4| 3| 33051977.20| 143|00:01:17|+0.56|0.65|0.2056| +|x| 6| 30| 31| 32959028.00| 30|00:01:23| NA| NA| NA| +|x| 2| 30| 31| 32851390.50| 59|00:01:22|+0.94|0.97|0.0032| +|x| 1| 30| 31| 33149325.33| 88|00:01:22|+0.93|0.95|0.0046| +|x| 5| 30| 31| 33137872.50| 117|00:01:23|+0.93|0.95|0.0038| +|-| 4| 4| 54| 33164082.00| 146|00:01:24|-0.16|0.07|0.8796| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 3 mean value: 32985267.00 +Best configuration for the instances in this race: 54 +Best-so-far configuration: 31 mean value: 33203298.83 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -3 3 ras 3 2.4626 3.3474 0.794 6 7 NA 0 86 NA 5 NA + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +31 31 acs 3 4.2717 0.2871 0.9362 6 17 0.918 1 NA NA 5 NA -# 2024-11-25 20:09:25 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 -16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 -25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 -54 ras 3 4.9498 3.8076 0.3574 55 49 NA 1 94 NA 5 -# 2024-11-25 20:09:26 GMT: Iteration 3 of 5 -# experimentsUsedSoFar: 308 -# remainingBudget: 692 -# currentBudget: 230 +# 2024-12-13 10:52:36 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +31 acs 3 4.2717 0.2871 0.9362 6 17 0.918 1 NA NA 5 +54 ras 3 4.7668 8.4060 0.9256 19 43 NA 1 65 NA 5 +60 ras 3 2.6770 1.9122 0.6916 24 7 NA 1 54 NA 5 +61 mmas 3 3.2587 1.0293 0.4843 27 39 NA 1 NA NA 5 +# 2024-12-13 10:52:36 GMT: Iteration 3 of 5 +# experimentsUsedSoFar: 311 +# remainingBudget: 689 +# currentBudget: 229 # nbConfigurations: 31 # Markers: x No test is performed. @@ -113,26 +112,26 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 7| 31| 68| 32571532.00| 31|00:01:26| NA| NA| NA| -|x| 3| 31| 68| 32772911.50| 58|00:01:15|+0.95|0.98|0.0013| -|x| 5| 31| 68| 32832489.00| 85|00:01:15|+0.91|0.94|0.0019| -|x| 4| 31| 68| 32788167.00| 112|00:01:15|+0.91|0.94|0.0024| -|-| 1| 9| 68| 32794658.80| 140|00:01:16|+0.74|0.79|0.2719| -|-| 2| 8| 68| 32781380.17| 145|00:00:16|+0.76|0.80|0.2452| -|-| 6| 2| 68| 32830235.57| 149|00:00:10|+0.43|0.51|0.2857| +|x| 7| 31| 68| 32960020.00| 31|00:01:28| NA| NA| NA| +|x| 6| 31| 68| 32867730.50| 58|00:01:20|+0.96|0.98|0.0064| +|x| 1| 31| 68| 33046955.33| 85|00:01:22|+0.95|0.96|0.0053| +|x| 4| 31| 68| 33011285.50| 112|00:01:20|+0.94|0.96|0.0049| +|-| 2| 7| 68| 32927007.40| 139|00:01:18|+0.74|0.79|0.1985| +|-| 3| 6| 68| 32983036.50| 145|00:00:16|+0.66|0.71|0.2753| +|-| 5| 2| 68| 33007217.29| 147|00:00:05|+0.05|0.18|0.4762| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 68 mean value: 32830235.57 +Best-so-far configuration: 68 mean value: 33007217.29 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -68 68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 3 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +68 68 as 3 4.6367 2.6281 0.735 15 25 NA 1 NA NA 5 31 -# 2024-11-25 20:16:23 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 -87 acs 3 2.0186 5.6584 0.4271 24 9 0.7578 1 NA NA 5 -# 2024-11-25 20:16:23 GMT: Iteration 4 of 5 -# experimentsUsedSoFar: 457 -# remainingBudget: 543 +# 2024-12-13 10:59:49 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +68 as 3 4.6367 2.6281 0.7350 15 25 NA 1 NA NA 5 +88 as 3 3.9594 1.0464 0.9144 10 16 NA 1 NA NA 5 +# 2024-12-13 10:59:49 GMT: Iteration 4 of 5 +# experimentsUsedSoFar: 458 +# remainingBudget: 542 # currentBudget: 271 # nbConfigurations: 31 # Markers: @@ -146,31 +145,33 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 8| 31| 117| 33016677.00| 31|00:01:26| NA| NA| NA| -|x| 2| 31| 68| 32892019.00| 60|00:01:21|+0.76|0.88|0.1885| -|x| 5| 31| 68| 32911894.00| 89|00:01:21|+0.77|0.85|0.1793| -|x| 3| 31| 68| 32927493.25| 118|00:01:21|+0.78|0.83|0.1633| -|-| 1| 10| 117| 32848072.80| 147|00:01:21|-0.05|0.16|0.9827| -|=| 7| 10| 117| 32789721.00| 155|00:00:21|+0.08|0.23|0.8746| -|=| 4| 10| 117| 32767407.86| 163|00:00:21|+0.11|0.24|0.8319| -|-| 6| 4| 117| 32819256.38| 171|00:00:21|+0.16|0.26|0.6176| +|x| 8| 31| 111| 32795830.00| 31|00:01:27| NA| NA| NA| +|x| 6| 31| 112| 32789052.50| 60|00:01:21|+0.86|0.93|0.0058| +|x| 7| 31| 105| 32828203.00| 89|00:01:21|+0.83|0.88|0.0056| +|x| 1| 31| 111| 32944793.25| 118|00:01:21|+0.84|0.88|0.0050| +|-| 2| 6| 111| 32871068.80| 147|00:01:21|+0.07|0.25|0.7820| +|=| 3| 6| 111| 32922788.33| 151|00:00:10|+0.06|0.22|0.7868| +|=| 4| 6| 111| 32921158.71| 155|00:00:10|+0.04|0.18|0.7920| +|=| 5| 6| 111| 32931485.75| 159|00:00:10|+0.08|0.20|0.7857| +|=| 9| 6| 111| 32935464.78| 165|00:00:16|+0.01|0.12|0.8208| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 117 mean value: 32819256.38 +Best-so-far configuration: 111 mean value: 32935464.78 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -117 117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 68 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +111 111 as 3 4.237 2.4678 0.8228 7 25 NA 1 NA NA 5 68 -# 2024-11-25 20:24:19 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-12-13 11:07:32 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 -68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 -91 ras 3 4.7331 4.1876 0.9110 9 10 NA 0 96 NA 5 -106 as 3 3.4140 1.0941 0.7369 7 7 NA 0 NA NA 5 -# 2024-11-25 20:24:19 GMT: Iteration 5 of 5 -# experimentsUsedSoFar: 628 -# remainingBudget: 372 -# currentBudget: 372 -# nbConfigurations: 40 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +112 as 3 3.9909 0.2085 0.8455 11 15 NA 1 NA NA 5 +105 as 3 4.9145 1.1523 0.8970 14 26 NA 1 NA NA 5 +117 as 3 4.7700 3.4140 0.6394 5 15 NA 1 NA NA 5 +68 as 3 4.6367 2.6281 0.7350 15 25 NA 1 NA NA 5 +# 2024-12-13 11:07:32 GMT: Iteration 5 of 5 +# experimentsUsedSoFar: 623 +# remainingBudget: 377 +# currentBudget: 377 +# nbConfigurations: 42 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -182,35 +183,35 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 9| 40| 147| 32585740.00| 40|00:01:48| NA| NA| NA| -|x| 3| 40| 119| 32748624.50| 76|00:01:38|+0.55|0.77|0.1937| -|x| 4| 40| 131| 32758998.67| 112|00:01:38|+0.59|0.73|0.2454| -|x| 8| 40| 117| 32802313.25| 148|00:01:38|+0.61|0.70|0.2144| -|-| 7| 12| 117| 32741443.00| 184|00:01:37|+0.06|0.25|0.8276| -|=| 5| 12| 117| 32773486.83| 192|00:00:21|+0.13|0.28|0.7858| -|=| 1| 12| 117| 32741222.29| 200|00:00:21|+0.10|0.23|0.7986| -|=| 2| 12| 117| 32751764.75| 208|00:00:21|+0.07|0.19|0.8084| -|-| 6| 7| 119| 32793972.00| 216|00:00:21|-0.04|0.08|0.8971| -|=| 10| 7| 119| 32768735.40| 223|00:00:21|-0.02|0.08|0.8756| -|=| 11| 7| 147| 32799507.73| 230|00:00:21|-0.00|0.09|0.8670| +|x| 10| 42| 112| 32966330.00| 42|00:01:55| NA| NA| NA| +|x| 3| 42| 112| 33051661.50| 79|00:01:42|+0.57|0.79|0.0713| +|x| 4| 42| 134| 32977694.33| 116|00:01:43|+0.54|0.69|0.0935| +|x| 9| 42| 134| 32969490.50| 153|00:01:42|+0.51|0.63|0.1170| +|-| 8| 17| 134| 32934070.40| 190|00:01:42|+0.00|0.20|0.9172| +|=| 6| 17| 134| 32908282.83| 202|00:00:32|+0.00|0.17|0.9259| +|=| 1| 17| 134| 32971566.71| 214|00:00:32|+0.03|0.17|0.8950| +|-| 7| 11| 134| 32961960.00| 226|00:00:32|-0.00|0.12|0.9007| +|=| 5| 11| 134| 32963148.67| 232|00:00:16|+0.03|0.14|0.8575| +|=| 2| 11| 134| 32936020.50| 238|00:00:16|+0.01|0.11|0.8914| +|=| 11| 11| 139| 32930846.27| 249|00:00:32|-0.02|0.08|0.9086| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 147 mean value: 32799507.73 +Best-so-far configuration: 139 mean value: 32930846.27 Description of the best-so-far configuration: .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -147 147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 68 +139 139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 111 -# 2024-11-25 20:34:50 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-12-13 11:19:01 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 -119 ras 3 3.2040 1.9474 0.9529 6 13 NA 1 92 NA 5 -117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 -136 as 3 4.3730 2.0798 0.7698 6 15 NA 1 NA NA 5 -135 as 3 4.3055 2.2303 0.9918 8 25 NA 1 NA NA 5 -# 2024-11-25 20:34:50 GMT: Iteration 6 of 6 -# experimentsUsedSoFar: 858 -# remainingBudget: 142 -# currentBudget: 142 -# nbConfigurations: 16 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +134 as 3 3.9507 2.6450 0.7168 7 22 NA 1 NA NA 5 +112 as 3 3.9909 0.2085 0.8455 11 15 NA 1 NA NA 5 +129 as 3 4.7369 0.8967 0.9519 12 37 NA 1 NA NA 5 +# 2024-12-13 11:19:01 GMT: Iteration 6 of 6 +# experimentsUsedSoFar: 872 +# remainingBudget: 128 +# currentBudget: 128 +# nbConfigurations: 15 # Markers: x No test is performed. c Configurations are discarded only due to capping. @@ -222,33 +223,36 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 12| 16| 164| 32578069.00| 16|00:00:43| NA| NA| NA| -|x| 11| 16| 136| 32804120.00| 27|00:00:32|+0.56|0.78|0.1723| -|x| 9| 16| 163| 32750180.67| 38|00:00:32|+0.47|0.65|0.1754| -|x| 4| 16| 163| 32712367.50| 49|00:00:32|+0.53|0.65|0.1543| -|-| 7| 9| 158| 32663765.20| 60|00:00:32|+0.04|0.23|0.8661| -|=| 3| 9| 158| 32731779.50| 64|00:00:10|+0.02|0.18|0.9066| -|=| 8| 9| 158| 32769338.86| 68|00:00:10|+0.04|0.18|0.8696| -|=| 2| 9| 158| 32757442.12| 72|00:00:10|+0.06|0.18|0.8679| -|=| 5| 9| 158| 32772018.44| 76|00:00:10|+0.09|0.19|0.8699| -|=| 10| 9| 158| 32747585.80| 80|00:00:10|+0.09|0.18|0.8630| -|-| 6| 8| 158| 32774930.00| 84|00:00:10|+0.13|0.21|0.8195| -|-| 1| 3| 158| 32755603.83| 87|00:00:10|+0.18|0.25|0.5087| +|x| 12| 15| 111| 32711817.00| 15|00:00:43| NA| NA| NA| +|x| 1| 15| 139| 33063308.00| 25|00:00:27|+0.57|0.79|0.1025| +|x| 10| 15| 139| 33049788.33| 35|00:00:27|+0.32|0.55|0.1518| +|x| 11| 15| 158| 32929362.25| 45|00:00:27|+0.32|0.49|0.1492| +|-| 8| 9| 111| 32923183.20| 55|00:00:27|-0.01|0.19|0.8548| +|=| 5| 9| 111| 32936615.17| 59|00:00:10|-0.03|0.14|0.8854| +|=| 2| 9| 111| 32885123.14| 63|00:00:10|-0.05|0.10|0.9170| +|=| 7| 9| 111| 32878238.00| 67|00:00:10|-0.05|0.08|0.9070| +|=| 3| 9| 111| 32911921.11| 71|00:00:10|-0.04|0.07|0.9026| +|=| 6| 9| 111| 32901158.60| 75|00:00:10|-0.02|0.08|0.8939| +|=| 9| 9| 158| 32888854.27| 79|00:00:10|-0.04|0.05|0.9086| +|=| 4| 9| 111| 32907522.00| 83|00:00:10|-0.03|0.06|0.8965| +|=| 13| 9| 111| 32893188.77| 92|00:00:27|-0.00|0.08|0.8652| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 158 mean value: 32755603.83 +Best-so-far configuration: 111 mean value: 32893188.77 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +111 111 as 3 4.237 2.4678 0.8228 7 25 NA 1 NA NA 5 68 -# 2024-11-25 20:38:58 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-12-13 11:23:16 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 -162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 -# 2024-11-25 20:38:58 GMT: Iteration 7 of 7 -# experimentsUsedSoFar: 945 -# remainingBudget: 55 -# currentBudget: 55 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +158 as 3 4.0814 1.8930 0.8547 8 15 NA 1 NA NA 5 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 +134 as 3 3.9507 2.6450 0.7168 7 22 NA 1 NA NA 5 +161 as 3 3.7278 2.5374 0.7533 6 21 NA 1 NA NA 5 +# 2024-12-13 11:23:16 GMT: Iteration 7 of 7 +# experimentsUsedSoFar: 964 +# remainingBudget: 36 +# currentBudget: 36 # nbConfigurations: 7 # Markers: x No test is performed. @@ -261,75 +265,50 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 13| 7| 158| 32668525.00| 7|00:00:21| NA| NA| NA| -|x| 5| 7| 165| 32770884.50| 11|00:00:10|-0.14|0.43|1.0742| -|x| 11| 7| 158| 32832573.67| 15|00:00:10|+0.14|0.43|0.6575| -|x| 7| 7| 158| 32741618.00| 19|00:00:10|+0.21|0.41|0.5624| -|-| 8| 4| 158| 32792233.40| 23|00:00:10|+0.24|0.39|0.6167| +|x| 14| 7| 158| 32594875.00| 7|00:00:21| NA| NA| NA| +|x| 2| 7| 158| 32603472.50| 9|00:00:05|-0.54|0.23|1.2621| +|x| 13| 7| 158| 32634819.00| 11|00:00:05|-0.13|0.25|0.8751| +|x| 11| 7| 158| 32621675.25| 13|00:00:05|+0.06|0.29|0.7722| +|=| 5| 7| 158| 32709142.80| 15|00:00:05|-0.07|0.15|0.9028| +|=| 9| 7| 158| 32711185.33| 17|00:00:05|+0.02|0.18|0.8269| +|=| 12| 7| 158| 32733346.29| 19|00:00:05|+0.02|0.16|0.8338| +|=| 3| 7| 158| 32784803.88| 21|00:00:05|-0.03|0.09|0.8922| +|=| 6| 7| 158| 32783744.67| 23|00:00:05|-0.03|0.09|0.8717| +|=| 8| 7| 158| 32788286.80| 25|00:00:05|-0.02|0.09|0.8551| +|=| 1| 7| 158| 32833472.55| 27|00:00:05|-0.00|0.09|0.8441| +|=| 10| 7| 158| 32845980.08| 29|00:00:05|+0.02|0.10|0.8367| +|=| 7| 7| 158| 32851521.85| 31|00:00:05|-0.02|0.06|0.8597| +|=| 4| 7| 158| 32866276.64| 33|00:00:05|-0.04|0.04|0.8760| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 158 mean value: 32748905.46 +Best-so-far configuration: 158 mean value: 32866276.64 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 as 3 4.0814 1.893 0.8547 8 15 NA 1 NA NA 5 111 -# 2024-11-25 20:40:03 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-12-13 11:24:48 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 -162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 -165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 -# 2024-11-25 20:40:03 GMT: Iteration 8 of 8 -# experimentsUsedSoFar: 968 -# remainingBudget: 32 -# currentBudget: 32 -# nbConfigurations: 6 -# Markers: - x No test is performed. - c Configurations are discarded only due to capping. - - The test is performed and some configurations are discarded. - = The test is performed but no configuration is discarded. - ! The test is performed and configurations could be discarded but elite configurations are preserved. - . All alive configurations are elite and nothing is discarded. - -+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -| | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| -+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|x| 14| 6| 162| 32971446.00| 6|00:00:16| NA| NA| NA| -|x| 2| 6| 163| 32848903.00| 9|00:00:10|+0.49|0.74|0.4589| -|x| 10| 6| 158| 32757737.33| 12|00:00:10|+0.22|0.48|0.6308| -|x| 13| 6| 158| 32735434.25| 14|00:00:05|+0.25|0.44|0.6030| -|=| 3| 6| 158| 32802717.60| 17|00:00:10|+0.19|0.36|0.6280| -|-| 12| 5| 158| 32781360.83| 20|00:00:10|+0.13|0.28|0.6631| -+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 158 mean value: 32771937.57 -Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 - -# 2024-11-25 20:41:08 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 -162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 -165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 -170 as 3 3.0328 2.9667 0.7722 8 14 NA 1 NA NA 5 -# 2024-11-25 20:41:08 GMT: Stopped because there is not enough budget left to race more than the minimum (5). +158 as 3 4.0814 1.8930 0.8547 8 15 NA 1 NA NA 5 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 +161 as 3 3.7278 2.5374 0.7533 6 21 NA 1 NA NA 5 +134 as 3 3.9507 2.6450 0.7168 7 22 NA 1 NA NA 5 +# 2024-12-13 11:24:48 GMT: Stopped because there is not enough budget left to race more than the minimum (5). # You may either increase the budget or set 'minNbSurvival' to a lower value. -# Iteration: 9 -# nbIterations: 9 -# experimentsUsedSoFar: 988 +# Iteration: 8 +# nbIterations: 8 +# experimentsUsedSoFar: 997 # timeUsed: 0 -# remainingBudget: 12 -# currentBudget: 12 +# remainingBudget: 3 +# currentBudget: 3 # number of elites: 5 # nbConfigurations: 5 -# Total CPU user time: 5336.052, CPU sys time: 69.72, Wall-clock time: 2782.256 -# 2024-11-25 20:41:08 GMT: Starting post-selection: -# Configurations selected: 158, 163, 162, 147, 119, 117. -# Pending instances: 0, 0, 0, 2, 2, 2. +# Total CPU user time: 5414.816, CPU sys time: 81.82, Wall-clock time: 2838.16 +# 2024-12-13 11:24:48 GMT: Starting post-selection: +# Configurations selected: 158, 111, 139. +# Pending instances: 0, 0, 0. # Seed: 687542627 -# Configurations: 6 -# Available experiments: 12 +# Configurations: 3 +# Available experiments: 3 # minSurvival: 1 # Markers: x No test is performed. @@ -342,263 +321,113 @@ Description of the best-so-far configuration: +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ | | Instance| Alive| Best| Mean best| Exp so far| W time| rho|KenW| Qvar| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -|.| 11| 6| 158| 32940567.00| 0|00:00:00| NA| NA| NA| -|x| 14| 6| 147| 32970515.00| 3|00:00:10|-0.54|0.23|1.3561| -|.| 8| 6| 147| 33039789.67| 3|00:00:00|-0.14|0.24|1.1387| -|x| 13| 6| 158| 32918785.50| 6|00:00:10|+0.07|0.30|0.9632| -|.| 3| 6| 158| 32949398.60| 6|00:00:00|-0.10|0.12|0.9770| -|.| 7| 6| 158| 32869290.67| 6|00:00:00|-0.08|0.10|0.9234| -|.| 4| 6| 158| 32828238.71| 6|00:00:00|+0.01|0.15|0.8705| -|.| 10| 6| 158| 32790670.38| 6|00:00:00|-0.01|0.11|0.8821| -|.| 1| 6| 158| 32763153.22| 6|00:00:00|+0.02|0.13|0.8619| -|.| 5| 6| 158| 32775700.80| 6|00:00:00|+0.06|0.16|0.8431| -|.| 12| 6| 158| 32766507.73| 6|00:00:00|+0.07|0.15|0.8384| -|.| 9| 6| 158| 32757049.08| 6|00:00:00|+0.04|0.12|0.8418| -|.| 6| 6| 158| 32779458.54| 6|00:00:00|+0.05|0.12|0.8413| -|.| 2| 6| 158| 32771937.57| 6|00:00:00|+0.09|0.16|0.8113| -|-| 15| 2| 158| 32784288.73| 12|00:00:16|+0.05|0.11|0.4762| +|.| 8| 3| 111| 32795830.00| 0|00:00:00| NA| NA| NA| +|.| 5| 3| 111| 32899802.50| 0|00:00:00|-0.50|0.25|1.0017| +|.| 7| 3| 111| 32876549.00| 0|00:00:00|+0.00|0.33|0.6475| +|.| 9| 3| 111| 32899236.00| 0|00:00:00|+0.00|0.25|0.7697| +|.| 12| 3| 111| 32861752.20| 0|00:00:00|+0.10|0.28|0.6746| +|.| 3| 3| 111| 32915024.50| 0|00:00:00|+0.10|0.25|0.6681| +|.| 2| 3| 111| 32866616.86| 0|00:00:00|+0.14|0.27|0.6090| +|.| 11| 3| 111| 32846257.62| 0|00:00:00|+0.14|0.25|0.6298| +|.| 6| 3| 111| 32841595.22| 0|00:00:00|+0.00|0.11|0.6984| +|.| 1| 3| 111| 32892336.20| 0|00:00:00|-0.03|0.07|0.6978| +|.| 13| 3| 111| 32876777.45| 0|00:00:00|+0.01|0.10|0.6670| +|.| 4| 3| 111| 32879661.08| 0|00:00:00|-0.04|0.05|0.6854| +|.| 14| 3| 111| 32862618.00| 0|00:00:00|-0.04|0.04|0.6967| +|.| 10| 3| 111| 32876396.79| 0|00:00:00|-0.03|0.05|0.6903| +|=| 15| 3| 158| 32878230.53| 3|00:00:10|-0.05|0.02|0.7018| +-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+ -Best-so-far configuration: 158 mean value: 32784288.73 +Best-so-far configuration: 158 mean value: 32878230.53 Description of the best-so-far configuration: - .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. -158 158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 119 + .ID. algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time .PARENT. +158 158 as 3 4.0814 1.893 0.8547 8 15 NA 1 NA NA 5 111 -# 2024-11-25 20:41:58 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): +# 2024-12-13 11:24:59 GMT: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 -# Total CPU user time: 5406.506, CPU sys time: 71.314, Wall-clock time: 2832.477 +158 as 3 4.0814 1.8930 0.8547 8 15 NA 1 NA NA 5 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 +# Total CPU user time: 5430.848, CPU sys time: 81.992, Wall-clock time: 2848.956 # Best configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks): algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 +158 as 3 4.0814 1.8930 0.8547 8 15 NA 1 NA NA 5 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 # Best configurations as commandlines (first number is the configuration ID; listed from best to worst according to the sum of ranks): -158 --ras --localsearch 3 --alpha 2.3916 --beta 1.0655 --rho 0.7257 --ants 9 --nnls 10 --dlb 1 --rasranks 82 --time 5 -163 --as --localsearch 3 --alpha 3.0685 --beta 2.0363 --rho 0.7901 --ants 9 --nnls 12 --dlb 1 --time 5 +158 --as --localsearch 3 --alpha 4.0814 --beta 1.893 --rho 0.8547 --ants 8 --nnls 15 --dlb 1 --time 5 +111 --as --localsearch 3 --alpha 4.237 --beta 2.4678 --rho 0.8228 --ants 7 --nnls 25 --dlb 1 --time 5 +139 --as --localsearch 3 --alpha 2.9692 --beta 1.2846 --rho 0.8017 --ants 7 --nnls 12 --dlb 1 --time 5 # Testing of elite configurations: 5 # Testing iteration configurations: TRUE -# 2024-11-25 20:41:59 GMT: Testing configurations (in no particular order): 3 16 25 54 68 87 117 91 106 147 119 136 135 158 163 162 165 170 - algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time -3 ras 3 2.4626 3.3474 0.7940 6 7 NA 0 86 NA 5 -16 acs 3 0.9001 7.7224 0.2372 16 10 0.7089 0 NA NA 5 -25 ras 3 4.8064 5.5349 0.0825 45 49 NA 1 65 NA 5 -54 ras 3 4.9498 3.8076 0.3574 55 49 NA 1 94 NA 5 -68 as 3 4.4752 2.0938 0.8087 6 16 NA 0 NA NA 5 -87 acs 3 2.0186 5.6584 0.4271 24 9 0.7578 1 NA NA 5 -117 as 3 3.8799 2.5467 0.9491 5 16 NA 1 NA NA 5 -91 ras 3 4.7331 4.1876 0.9110 9 10 NA 0 96 NA 5 -106 as 3 3.4140 1.0941 0.7369 7 7 NA 0 NA NA 5 -147 ras 3 3.7898 2.8028 0.6867 5 16 NA 0 81 NA 5 -119 ras 3 3.2040 1.9474 0.9529 6 13 NA 1 92 NA 5 -136 as 3 4.3730 2.0798 0.7698 6 15 NA 1 NA NA 5 -135 as 3 4.3055 2.2303 0.9918 8 25 NA 1 NA NA 5 -158 ras 3 2.3916 1.0655 0.7257 9 10 NA 1 82 NA 5 -163 as 3 3.0685 2.0363 0.7901 9 12 NA 1 NA NA 5 -162 as 3 4.9169 3.9196 0.8228 5 19 NA 1 NA NA 5 -165 as 3 4.9286 3.4619 0.8553 5 18 NA 1 NA NA 5 -170 as 3 3.0328 2.9667 0.7722 8 14 NA 1 NA NA 5 -# 2024-11-25 23:25:07 GMT: Testing results (column number is configuration ID in no particular order): - seeds 3 16 25 54 68 87 117 91 106 147 119 136 135 158 163 162 165 170 -1t 2102888981 33038703 33210450 33197215 33123566 32910890 32833215 32790987 32924214 32909015 32882904 32821827 32828921 32857601 32825807 32823567 32992382 32882530 32846969 -2t 1373895548 32826546 32868347 32936877 32869167 32624174 32689448 32641747 32643971 32719554 32842719 32648073 32528251 32680593 32585924 32506011 32570995 32497569 32588425 -3t 737168275 33263371 33361627 33367816 33346995 33112700 33234481 33127815 33030897 33095600 33046975 33009633 33112738 33103012 32961811 33094750 32973878 33139288 33149564 -4t 1746854571 32989521 33132403 33092369 33125274 32900111 32878571 32887939 32797137 32822275 32838583 32804693 32832932 32806554 32796337 32697020 32860947 32799402 32856848 -5t 138389571 32838591 33067819 33220556 33134342 32801520 32915718 32848386 32893736 32782406 32877116 32778155 32824632 32863179 32783936 32786920 32889240 32832076 32727551 -6t 786192030 32762995 33040031 32833200 32906000 32855991 32871604 32576206 32679420 32714514 32635050 32644831 32719519 32551692 32702853 32591806 32705428 32648085 32709565 -7t 1178378408 32988662 33266114 33312415 33072790 33007492 33114622 32929590 32901202 32927288 32991040 32984877 32904976 33022101 32881336 32912696 32936862 32838966 32998861 -8t 1091144016 33233782 33173476 33263436 33111162 33133010 32931182 32791745 32971069 32851928 33028676 32870363 32950316 32948519 32841456 32836317 32889165 32926502 33004821 -9t 487896768 33105732 33189429 33276723 33233416 33009362 33048057 32936535 32928492 32914799 32955356 32863927 32938271 32895526 32829362 32814855 32916962 32969567 32858883 -10t 947627276 32896170 32964601 33066887 33037373 32776358 32892243 32822586 32754490 32806029 32862203 32786524 32826282 32921051 32700440 32746960 32748835 32751656 32677123 -11t 1244452644 32923676 32939408 32978789 32910829 32746586 32834798 32818140 32794081 32872132 32689494 32641707 32778300 32732494 32768835 32670244 32909463 32927859 32660614 -12t 16831254 32784366 33033690 33077305 33092155 32931737 32793969 32854368 32811314 32768101 32766950 32789508 32769457 32687085 32602851 32713229 32764342 32731378 32864351 -13t 1096983435 33206700 33387763 33436444 33365937 33328987 33171934 33189468 33120410 33148927 33247547 33123469 33121931 33033844 33004010 32997761 33051422 33155544 33030999 -14t 945727373 33060973 33218435 33184801 33106470 33029238 32960623 32905906 32888551 32855335 32880054 32846583 32907219 32885836 32837339 32806372 32879113 32799427 32771248 -15t 496130080 33166941 33220666 33280307 33253955 32971439 32930800 32937933 32955289 33049419 32982147 32859892 32897300 32899533 32832704 32919281 33008357 32920845 32964483 -16t 461233007 32797571 32956667 32916825 32862351 32621355 32623956 32497202 32424314 32691248 32678949 32500118 32505872 32609490 32479914 32626722 32542801 32640142 32578028 -17t 608196975 32931334 33128016 33098168 33088625 32868160 32810604 32890631 32851486 32855187 32819224 32778126 32708719 32694860 32770742 32814354 32737048 32841801 32714341 -18t 1606584204 32831688 32899725 32960081 32909228 32656821 32633442 32590724 32717882 32605197 32524007 32521751 32639273 32563701 32587039 32616497 32580742 32705777 32579802 -19t 521504677 32944271 33159671 33079853 33104326 32917181 32875636 32860227 32883040 32796984 32986070 32760283 32855854 32821698 32702435 32824596 32825610 32805092 32844194 -20t 1431690252 32966988 32977020 33140445 33098661 32793694 32917364 32724034 32819488 32798914 32847972 32626343 32850948 32770973 32794000 32713121 32736796 32691512 32748379 -21t 529426667 33168840 33076254 33094865 33122180 32935360 32908403 32847629 32818217 33019918 32889617 32727284 32895744 32847560 32807547 32763322 32824006 32839595 32921956 -22t 1789253406 32861107 33186847 33126009 33027808 32834772 32843447 32861419 32814064 32887242 32939757 32799212 32837724 32763760 32710954 32736086 32804362 32866591 32729084 -23t 1075199038 32796360 32909290 32873717 32835387 32630655 32707085 32632067 32652033 32672573 32537363 32486111 32540810 32660929 32524910 32511082 32677718 32630429 32543675 -24t 212980354 32880210 33026120 33104366 33120366 32887775 32916351 32780689 32820695 32680739 32834052 32780286 32764874 32795808 32733216 32721861 32747507 32673548 32783609 -25t 1053133819 32970467 33288737 33282554 33269982 32910512 33010224 32851243 32968286 33052463 32979485 32950498 32965038 32901310 33017929 32916575 32987635 32888635 32844112 -26t 1241062382 32992892 33146513 33222813 33192971 32922817 33122902 32830006 32998031 32915930 32986305 32989363 32895619 32928638 32904952 32895388 32927334 32954405 32892729 -27t 699613509 33264382 33357116 33337360 33313169 33118978 33109715 33004475 33124237 33110487 33088529 33011869 33176961 33004143 33073829 32937829 33030864 32993530 33021785 -28t 792559700 32901992 32906898 33119831 33023159 32784069 32879636 32705243 32835696 32716251 32774961 32641984 32826894 32670128 32739398 32748376 32688115 32641559 32741664 -29t 1968946615 32972637 33135352 33131620 33152147 32987724 32829349 32757116 32867621 32817385 32863392 32789435 32837260 32759538 32845772 32737556 32804577 32829438 32826573 -30t 153013166 33040299 33075287 33131918 33087965 32808668 32739020 32797403 32781089 32781690 32784193 32711203 32672881 32722046 32861372 32769743 32666669 32767243 32712441 -31t 275111045 32992349 33087780 33201967 33113209 32772137 32926380 32789415 32653591 32864274 32862562 32705521 32796043 32747271 32707416 32787500 32826750 32735448 32796719 -32t 2064313849 33155387 33055083 33158723 33155576 33030373 32976933 32909107 32987990 33002899 32955037 33020525 32879747 32955729 32922223 32771293 32897685 32946818 32954257 -33t 1834264287 32825563 32885651 32928450 32973675 32611243 32790726 32598400 32665346 32660427 32539935 32518891 32640941 32562508 32461524 32629409 32589760 32673309 32559411 -34t 900370477 32813990 33000143 33075408 32962461 32670285 32605058 32703468 32792472 32795626 32788121 32609227 32664142 32662125 32551600 32553967 32644957 32741005 32658954 -35t 2075000813 32830554 33006227 32993599 32916346 32670828 32742699 32615125 32673889 32718573 32683042 32629415 32680598 32679491 32782373 32611435 32661334 32653414 32575524 -36t 949056843 32973931 33077502 33008674 33029675 32859035 32829651 32729024 32820944 32830225 32780749 32918426 32779438 32641469 32764964 32668913 32693989 32824762 32723684 -37t 1293439853 33177011 33230178 33307832 33168250 32992385 33088864 32828793 32982789 32973022 32932215 32859528 32936209 32928801 32983786 32956939 32948398 32990658 32947290 -38t 1382645237 33374921 33441677 33517977 33506821 33286319 33271704 33082391 33113790 33190834 33347009 33162093 33342828 33074357 33219203 33248058 33147282 33316729 33169687 -39t 1992954192 32722390 32856025 32856881 32808252 32633047 32513872 32519392 32493604 32591315 32586550 32513276 32605877 32418616 32468004 32536482 32569199 32521530 32646972 -40t 1221484178 33166452 33241530 33240870 33344384 33000623 33107487 32925090 32927541 32973027 33107771 32940967 32993696 33003291 32973255 32992315 33105169 32960935 32979683 -41t 854308369 33334294 33385797 33370637 33325028 33081916 33073207 33105467 33119958 32983146 33101170 32952703 33153494 33020820 32965260 32950043 32994327 33078070 33113226 -42t 1131908672 32715319 33059430 33045491 33035400 32870719 32923965 32711042 32838841 32897911 32804846 32714765 32866415 32668852 32749635 32748632 32783674 32719487 32659830 -43t 1725861088 32806128 33093236 33004727 33050147 32938023 32706779 32646345 32725686 32757441 32778606 32708573 32849655 32686597 32751507 32716920 32639519 32767986 32711244 -44t 792373773 32902925 33071485 33105353 33006103 32806905 32867805 32714588 32739221 32682157 32699927 32865924 32780141 32842751 32609311 32739253 32854991 32862522 32680752 -45t 1599641910 33279920 33380374 33333662 33403257 33122175 33273456 33069725 33178116 33167457 33152273 33061724 33091598 33193665 33116107 33035037 33190223 33126125 33011192 -46t 276520080 33090806 33287365 33333530 33270710 32884761 33032582 33002168 32957661 32906569 33028097 32949773 32942687 33057334 32892567 33065212 33000238 33054963 32927513 -47t 1396259076 33010731 33291748 33317082 33329815 32960273 33121431 32889066 32978246 32985069 33041902 32803089 32992093 32889478 32993423 32862895 32958519 32979340 32924736 -48t 1341093643 32650053 32833708 32946704 32897712 32613550 32635809 32582945 32575299 32560392 32740574 32551002 32616114 32588293 32722428 32553160 32504024 32567508 32511630 -49t 1365056851 32573296 32872127 32702523 32745193 32583567 32576887 32430751 32573677 32512420 32585607 32488016 32473577 32461521 32488567 32358938 32361801 32461703 32466543 -50t 992822221 33086491 33173417 33223544 33229069 32924439 33072724 32894041 32913464 32910841 32982102 32897963 32885370 32968540 32920213 32824817 32951590 33073157 32848187 -51t 628348915 33044473 33126681 33275879 33237276 33028077 33000132 32910956 32944515 32945969 32929278 32795389 32863373 32806900 32891612 32843140 32751226 32888929 32910742 -52t 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32970314 32988183 33018641 33061378 33048949 33011136 32930200 33009141 -170t 1289090481 32854588 33192591 33108997 33076374 32870335 32938895 32934416 32781088 32958200 33072626 32692249 32943497 32719154 32810994 32735528 32846948 32736534 32832408 -171t 5620582 33246621 33252046 33285742 33315980 33107991 32997495 32959633 33040159 33049930 33037305 32852104 32996959 33029152 32795733 32970956 33038251 32971065 32978839 -172t 934856202 32961549 33123816 33056776 33038321 32759464 32822281 32806865 32745259 32639285 32778017 32662774 32625821 32782432 32750675 32723239 32666577 32755603 32764196 -173t 491565145 32996179 33013922 33031152 33068796 32746939 32794870 32786721 32738223 32782076 32802303 32753602 32707701 32697572 32745595 32625937 32807554 32817308 32824152 -174t 167509626 33226836 33415408 33347776 33323141 33096926 33094912 33018274 33073647 33172239 33001589 33137659 32945408 32996641 33031802 32949029 33116713 33021505 33081460 -175t 779494849 33111220 33206291 33156534 33182978 32933010 32991399 32915564 33027166 32805936 32921227 32880729 32836173 32899041 32899886 32929460 32813449 32852508 32863099 -176t 1604133301 33249636 33250036 33329737 33253722 32989223 32897345 33009985 32975589 32934455 33001515 32958183 32963760 32915866 32827757 32827915 33017291 33063027 32903071 -177t 275015508 33008891 33084590 33201920 33156212 32797028 32934242 32828626 32874689 32977760 32849596 32884044 32942630 32902629 32928383 32747505 32806537 32872467 32796907 -178t 1229007180 32878805 33020799 33093322 33084925 32795968 32752628 32740078 32820648 32703312 32785730 32617057 32719205 32684900 32863584 32665306 32738230 32711670 32599282 -179t 2137191717 32646503 32845084 32745854 32824332 32632114 32629080 32521357 32505781 32539103 32505840 32498442 32478205 32428373 32450931 32443789 32522926 32443388 32524216 -180t 582176268 32674825 32873071 32862944 32759745 32534136 32541751 32516383 32490405 32665397 32590672 32456949 32593415 32583922 32424074 32526721 32430979 32540734 32534197 -181t 1597734639 32850319 32950066 32866053 32968706 32763688 32756827 32738199 32646796 32701185 32725309 32727456 32757054 32760084 32689496 32621323 32769537 32719730 32629381 -182t 991015576 33218253 33308463 33219559 33278453 33025261 33076222 32908127 32973317 33024508 33067941 32997920 32921794 32986721 32981070 32937722 32941509 32948932 32958315 -183t 112871509 32697662 33006884 33036142 32953937 32596810 32710933 32754289 32690495 32740161 32651812 32714399 32634990 32674339 32650092 32544302 32707069 32698156 32575462 -184t 409269595 32862478 33023048 32914798 32938656 32685321 32785372 32781088 32769449 32691254 32766680 32702737 32775397 32629050 32635692 32654858 32680668 32662385 32683234 -185t 1912347056 32595761 32801929 32860092 32779297 32607240 32667733 32570536 32514658 32597414 32595217 32603976 32481790 32565845 32528324 32651996 32539142 32564446 32585327 -186t 280108552 32966334 33039338 33047835 33065588 32823377 32881674 32805092 32655616 32892452 32833308 32706015 32738881 32777400 32712625 32690809 32602380 32753344 32749287 -187t 195538207 33098549 33369202 33281551 33318871 33097823 33164848 33107920 33130737 32983070 32964461 32953968 33086109 33053737 32969755 32960693 33074978 33098062 32992022 -188t 1297690789 33280082 33275116 33166120 33176402 32988730 33071291 32864527 32978460 32858319 33097832 32999418 32955414 33015782 32915192 32935945 32855854 32904026 33004423 -189t 628268213 32668250 32818660 32799327 32808254 32532122 32684430 32559146 32628924 32579456 32590757 32526647 32611510 32427237 32417185 32628482 32556307 32493073 32505253 -190t 1327172460 32541976 32771214 32678680 32819969 32374080 32519709 32443986 32316302 32384059 32315501 32384301 32486575 32333557 32277231 32381894 32380896 32377659 32432010 -191t 432898400 32746826 32895023 32898392 32871802 32724602 32569206 32600537 32627651 32587379 32639907 32503882 32635559 32506095 32534472 32546415 32743536 32661613 32528793 -192t 1239162891 32948246 33122775 33153405 33252871 32941934 32949618 32916466 33041858 32829126 32909371 32912866 32833432 32886504 32854363 32878447 32911611 32827318 32880504 -193t 1065354274 33100179 33195435 33217470 33259674 32952051 32962538 32825110 32948783 32961098 32896445 32822553 32862416 32858768 32883479 32915702 32826546 32859399 32840517 -194t 1597708233 32717978 32934358 32894919 32849614 32680648 32624933 32575092 32649524 32721832 32551332 32517280 32595698 32484519 32517033 32508866 32660784 32641787 32605386 -195t 1918246550 32870460 33147094 33058335 33120929 32767121 32891678 32929044 32858988 32862323 32972196 32729199 32823109 32827964 32857745 32741920 32773797 32829703 32848321 -196t 2136562957 33105193 33348233 33344388 33389375 33101543 33222801 33074403 33053088 33109692 33174450 33017199 33054344 33030277 32992571 33096728 33094829 32966562 33008693 -197t 1356069411 33529421 33750244 33674918 33766472 33490986 33511014 33417700 33436446 33493198 33384892 33468010 33404456 33353053 33228914 33447525 33385435 33466437 33365536 -198t 1394989400 32751437 32947364 33033499 33047464 32569876 32749116 32691772 32624442 32558015 32776274 32532653 32610337 32543988 32562350 32623459 32577273 32640498 32597290 -199t 192068973 32615383 32761385 32897447 32856877 32666471 32523476 32505884 32682410 32640441 32624976 32488399 32510136 32540766 32390400 32494719 32452478 32508466 32544772 -200t 1171789662 33199053 33265199 33187423 33202350 33033979 33083991 32939322 32996175 33033523 32989113 32876829 32889121 32935379 32958837 32825910 32956914 32923798 32913778 -# 2024-11-25 23:25:07 GMT: Finished testing +# 2024-12-13 11:24:59 GMT: Testing configurations (in no particular order): 31 54 60 61 68 88 111 112 105 117 139 134 129 158 161 + algorithm localsearch alpha beta rho ants nnls q0 dlb rasrank elitistants time +31 acs 3 4.2717 0.2871 0.9362 6 17 0.918 1 NA NA 5 +54 ras 3 4.7668 8.4060 0.9256 19 43 NA 1 65 NA 5 +60 ras 3 2.6770 1.9122 0.6916 24 7 NA 1 54 NA 5 +61 mmas 3 3.2587 1.0293 0.4843 27 39 NA 1 NA NA 5 +68 as 3 4.6367 2.6281 0.7350 15 25 NA 1 NA NA 5 +88 as 3 3.9594 1.0464 0.9144 10 16 NA 1 NA NA 5 +111 as 3 4.2370 2.4678 0.8228 7 25 NA 1 NA NA 5 +112 as 3 3.9909 0.2085 0.8455 11 15 NA 1 NA NA 5 +105 as 3 4.9145 1.1523 0.8970 14 26 NA 1 NA NA 5 +117 as 3 4.7700 3.4140 0.6394 5 15 NA 1 NA NA 5 +139 as 3 2.9692 1.2846 0.8017 7 12 NA 1 NA NA 5 +134 as 3 3.9507 2.6450 0.7168 7 22 NA 1 NA NA 5 +129 as 3 4.7369 0.8967 0.9519 12 37 NA 1 NA NA 5 +158 as 3 4.0814 1.8930 0.8547 8 15 NA 1 NA NA 5 +161 as 3 3.7278 2.5374 0.7533 6 21 NA 1 NA NA 5 +# 2024-12-13 11:58:48 GMT: Testing results (column number is configuration ID in no particular order): + seeds 31 54 60 61 68 88 111 112 105 117 139 134 129 158 161 +1t 970167052 33071103 33041870 32939864 33161675 32973181 32806902 32877080 32812825 32852835 32858142 32762360 32826345 32896266 32957183 32865797 +2t 367988162 32616274 32889140 32691248 32833971 32608706 32556311 32597594 32635160 32596290 32635693 32592476 32669625 32697114 32558589 32562163 +3t 311957681 33290804 33239720 33207793 33161753 33072036 33125054 33050442 32973913 33094435 33162917 33040437 32946790 33045481 33116092 33061224 +4t 1953515952 32799631 33002457 32967213 32912353 32827325 32753879 32870057 32810992 32814579 32749728 32783404 32853703 32760008 32827014 32817593 +5t 1442559780 32929864 33053225 32838365 32906202 32733460 32745356 32769996 32763790 32840376 32815517 32790703 32788088 32797173 32738927 32722723 +6t 1672370688 32702162 32793184 32756083 32834483 32659635 32651668 32642610 32585589 32575335 32738752 32622965 32662170 32633831 32639067 32634530 +7t 1259178808 32922611 33138447 32951098 33081263 32882186 32874484 32990287 32956852 32942740 32952580 32893221 32911073 32912097 32908259 32888950 +8t 320112194 32984812 33085477 32982870 33161704 32788508 32943490 32969290 32866728 32922207 32882975 32910243 32878678 32925232 32867154 32979247 +9t 920203612 33015321 33103983 33055551 33030519 33029194 32869976 32935021 32970984 32855102 32954984 32765541 32950233 32858399 32982332 32920931 +10t 1581935708 32864785 32837325 32773621 32763205 32661004 32698094 32718217 32747306 32725925 32743524 32738034 32825266 32744458 32762339 32753868 +11t 2050856270 32930422 33008982 33125000 33131453 32983025 32810847 32831111 32792162 32828111 32944172 32789599 32759072 32787529 32885462 32898487 +12t 124128353 32569533 32768817 32633349 32676143 32604951 32709707 32608061 32593099 32629058 32671223 32690303 32678189 32708637 32607496 32601220 +13t 1475363490 32903507 32972925 32771768 32790014 32797119 32602123 32666146 32698095 32706578 32693169 32708421 32649321 32623121 32632366 32622834 +14t 1986478844 32744258 32879311 32699284 32968475 32696940 32658516 32617302 32642047 32653598 32579233 32670562 32646941 32659938 32738750 32557739 +15t 635764558 32974679 32869668 32877726 32913599 32764659 32805111 32667822 32705154 32657751 32775782 32780815 32750511 32745657 32769118 32792818 +16t 2018927617 33107224 33182908 33199005 33240310 32891093 32924256 32899590 32937178 32976707 32890337 32921434 32857227 32895127 32912446 33003789 +17t 1736421458 33277224 33400520 33243455 33255684 33216426 33329446 33089977 33110514 33067216 33231572 33089952 33187349 33149924 33169403 33126105 +18t 1828952358 32675196 32753829 32900795 32784317 32595740 32480483 32511351 32545798 32436559 32536924 32499006 32581330 32560317 32547537 32591690 +19t 1530093410 33109070 33285680 33382213 33009699 32958120 32934980 32932045 32923313 32970902 32900601 32978045 32834440 33043983 33053633 32989275 +20t 1928089170 32847656 32908001 32826505 32986096 32776457 32660094 32798423 32809488 32780290 32763176 32665602 32753904 32702251 32721427 32762089 +21t 680468367 32877126 32843378 32784111 32854317 32738922 32650890 32662324 32608352 32755867 32831914 32703490 32638743 32776809 32666262 32639275 +22t 471709667 32824084 33053565 32960195 33038995 33003462 32848561 32792518 32865379 32785949 32770555 32829871 32733854 32796165 32755568 32820485 +23t 514864949 32907466 32986888 33072024 33130071 32748752 32782759 32776495 32869906 32903022 32745611 32799771 32826269 32697122 32883020 32765440 +24t 936759198 32914271 33078853 33087050 33000911 32887467 32939593 32934574 32878098 32920182 32877710 32960389 32911122 32888047 32756717 32870650 +25t 1717288402 33062235 33169820 33050429 33188645 32997903 32922282 32944746 32833386 32937501 32993331 32949636 32917043 32917422 32987542 32917546 +26t 1943879183 33135959 33205984 32984978 33335468 33060306 32932645 32968772 32956665 32971869 33008345 32961477 33008094 32908847 32998154 33031215 +27t 275713830 32789018 33059831 32948337 32843928 32804898 32737107 32827222 32774100 32823992 32791829 32666269 32834003 32735529 32791368 32753863 +28t 1968203523 32845151 32990992 32899709 32951277 32888687 32819293 32799428 32733054 32866537 32749758 32775014 32789543 32692054 32784141 32673150 +29t 364400052 33177767 33380462 33321733 33354256 33167384 33087614 33065907 33048620 33115199 33100249 33033428 33061058 33111920 33058280 33087292 +30t 1098513466 32871816 32964433 32907620 33044937 32801858 32712816 32732921 32767750 32833861 32819325 32783978 32742135 32932055 32817475 32699391 +31t 438333542 33173505 33249294 33261918 33358409 33113600 33035938 32991265 33107769 32975772 33031915 33140173 33085307 33090775 33094795 33025861 +32t 1434441680 33012769 33043641 32994081 33082917 32851482 32726913 32866203 32929719 32890566 32973178 32833600 32861913 32845034 32867537 32850908 +33t 1852341620 32827838 33003061 32952739 33026878 32871525 32806233 32738885 32788779 32818262 32792279 32842413 32740064 32909001 32810278 32823548 +34t 889630843 32718520 32929821 32796717 32922851 32687808 32702727 32722840 32716181 32597783 32758750 32742701 32674049 32725914 32616957 32736054 +35t 1302847768 32508254 32604280 32516915 32633206 32345861 32428564 32445328 32448888 32518396 32459694 32413708 32468088 32428012 32394057 32353275 +36t 2021245493 32636581 32701503 32836244 32737017 32601928 32425787 32415482 32528426 32706191 32485822 32482233 32647110 32605722 32570110 32461190 +37t 186733722 32437613 32429112 32597589 32695213 32404420 32319102 32338248 32342703 32380350 32509182 32409668 32425922 32431490 32394560 32312874 +38t 1238461641 32787086 32898301 32821845 32852491 32736901 32822367 32761711 32760174 32813645 32828856 32676388 32744923 32695437 32797188 32836579 +39t 383944006 32913046 32961695 32880422 33042960 32785673 32863641 32830975 32793734 32831432 32871225 32706111 32904208 32826240 32688943 32793368 +40t 926235110 32476705 32597141 32464567 32594641 32440437 32312904 32388987 32337892 32277444 32434609 32376848 32409901 32353244 32349198 32388057 +41t 1369839541 33176035 33202135 33157144 33116605 33029643 32994425 32984684 32991260 33022116 33036360 32938902 32997596 33040972 32989913 33063300 +42t 1835306082 32943256 33168583 32971251 33181477 32954689 32904476 32947527 32948645 32880607 32972665 32909501 32893674 32917596 32827182 33011150 +43t 907256236 32652948 32709571 32727255 32725077 32602462 32433946 32531746 32520879 32397047 32558554 32504074 32544774 32572361 32503464 32530118 +44t 1911388112 32678227 32747483 32778717 32800611 32739138 32694322 32662340 32568847 32656759 32727653 32673231 32722016 32669989 32577051 32707662 +45t 699029447 32920391 33018412 32801707 33022133 32783479 32894494 32778554 32781661 32787098 32761522 32757448 32803960 32862086 32695095 32811660 +46t 2062883112 32944916 32903713 32688687 33068868 32699751 32667133 32689299 32651585 32673584 32732068 32646626 32802466 32768785 32696634 32696273 +47t 1982203086 32806466 32847248 32678606 32830471 32660231 32547971 32526892 32507016 32670077 32447932 32634702 32533044 32572454 32546117 32583293 +48t 159797540 32692542 32761656 32673407 32883235 32597271 32612328 32657258 32655797 32557379 32591872 32679341 32569800 32560181 32510410 32545626 +49t 823700790 33314971 33338690 33284821 33320998 33200930 33138800 33105733 33222799 33156224 33195519 33135899 33112337 33133496 33167056 33183391 +50t 1379681089 32521471 32702639 32571527 32758411 32366402 32458511 32482313 32453346 32509096 32526018 32446472 32564194 32530798 32504809 32573186 +# 2024-12-13 11:58:48 GMT: Finished testing From 8606b49fc61abd141ec56d30b917dce911b57306 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 16:23:36 +0100 Subject: [PATCH 046/127] * R/race.R: Minor edits and remove old comments. --- R/race.R | 76 +++++++++++++++----------------------------------------- 1 file changed, 20 insertions(+), 56 deletions(-) diff --git a/R/race.R b/R/race.R index 8d9a33fd..628a8329 100644 --- a/R/race.R +++ b/R/race.R @@ -242,7 +242,7 @@ aux.ttest <- function(results, alive, which_alive, conf.level, } pvals <- p.adjust(pvals, method = adjust) dropj <- which_alive[pvals < 1.0 - conf.level] - dropped_any <- length(dropj) > 0 + dropped_any <- length(dropj) > 0L irace.assert(all(alive[dropj])) alive[dropj] <- FALSE list(ranks = means, alive = alive, dropped.any = dropped_any, p.value = min(pvals)) @@ -250,17 +250,15 @@ aux.ttest <- function(results, alive, which_alive, conf.level, table_hline <- function(widths) { s <- "+" - for (w in widths) { + for (w in widths) s <- paste0(s, strrep("-", w), "+") - } paste0(s, "\n") } table_sprint <- function(text, widths) { s <- "|" - for (i in seq_along(text)) { + for (i in seq_along(text)) s <- paste0(s, sprintf("%*s", widths[i], text[i]), "|") - } paste0(s, "\n") } .nocap_table_fields_width <- as.integer(c(1, 11, 11, 11, 16, 11, 8, 5, 4, 6)) @@ -331,7 +329,7 @@ race_print_footer <- function(bestconf, mean_best, break_msg, debug_level, cappi { cat(sep = "", if (capping) capping_hline else nocap_hline, - if (debug_level >= 1) paste0("# Stopped because ", break_msg, "\n"), + if (debug_level >= 1L) paste0("# Stopped because ", break_msg, "\n"), if (!is.null(old_best_id)) paste0("Best configuration for the instances in this race: ", old_best_id, "\n"), sprintf("Best-so-far configuration: %11d", bestconf[[".ID."]][1L]), " mean value: ", @@ -403,7 +401,7 @@ dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) # When there are no protected elites left, select the best configurations to # calculate the bounds. This is quite aggressive and another alternative # would be to disable dom_elim when elites == 0. - if (length(elites) == 0) { + if (length(elites) == 0L) { # In the case we have only two alive configurations only one can be elite. if (sum(alive) <= 2L) elites <- which_alive[which.min(cmeans)] @@ -812,58 +810,24 @@ elitist_race <- function(race_state, maxExp, minSurvival, ")") break } - # LESLIE: FIXME: Stopping deactivated by Thomas suggestion. Remove second - # condition to restore. - # LESLIE: Should we keep the early termination disabled? The difference between keeping it or - # not is that elite configurations could be eliminated later - # LESLIE: I think we should remove this ## We continue running if (1) we have not reached the first.test or (2) ## there are instances previously seen that have not been evaluated on any - ## alive configuration. - if (current_task > first.test) { - #if ((current_task > first.test && !capping) - # MANUEL: This is new and I'm not sure what it does. - # LESLIE: When using capping, we dont finish any race until all - # previous instances have been executed (this makes sure that all non-elite - # configurations execute all the previous instances) - # || (capping && (current_task > elite_safe))) { - # MANUEL: How is this even possible? - # LESLIE: It can be that the capping eliminate all but one configuration - # (which should be an elite one) after we finish the new instances to be evaluated, - # we allow the race to be finished. Maybe it wold be better: sum(is_elite) == sum(alive) - # instead of nbAlive == 1, - # LESLIE:Removing this because now is ponitless because of the elite candidates previos - # execution - # || (current_task > elitist_new_instances && nbAlive == 1)))) { - # If we just did a test, check that we have enough budget to reach the - # next test. - if (maxExp && ( (current_task - 1L) %% each.test) == 0L - && experiments_used + length(which_exe) * each.test > maxExp - && all_elite_instances_evaluated()) { - break_msg <- paste0("experiments for next test (", - experiments_used + length(which_exe) * each.test, - ") > max experiments (", maxExp, ")") - break - } + ## alive configuration. If we just did a test, check that we have enough + ## budget to reach the next test. + if (current_task > first.test && ( (current_task - 1L) %% each.test) == 0L + && experiments_used + length(which_exe) * each.test > maxExp + && all_elite_instances_evaluated()) { + break_msg <- paste0("experiments for next test (", + experiments_used + length(which_exe) * each.test, + ") > max experiments (", maxExp, ")") + break } - if (elitist) { - if (scenario$elitistLimit != 0L && no_elimination >= scenario$elitistLimit - && all_elite_instances_evaluated()) { - break_msg <- paste0("tests without elimination (", no_elimination, - ") >= elitistLimit (", scenario$elitistLimit, ")") - break - } -## This is not needed anymore... -# else if (current_task > initial.tests && nbAlive <= minSurvival) { -# # We can stop the race ONLY when we pass the elite_safe -# # this is because how we are recovering the data from -# # previous runs (based on iteration). -# break_msg <- paste0("number of alive configurations (", nbAlive, -# ") less or equal than minimum number (", -# minSurvival, ")") -# break -# } + if (elitist && scenario$elitistLimit != 0L && no_elimination >= scenario$elitistLimit + && all_elite_instances_evaluated()) { + break_msg <- paste0("tests without elimination (", no_elimination, + ") >= elitistLimit (", scenario$elitistLimit, ")") + break } @@ -879,7 +843,7 @@ elitist_race <- function(race_state, maxExp, start_time <- Sys.time() # Calculate bounds for executing if needed. - which_elite_exe <- intersect(which_exe, which(is_elite > 0)) + which_elite_exe <- intersect(which_exe, which(is_elite > 0L)) irace.assert(setequal(which_elite_exe, which(is_elite & is.na(Results[current_task,])))) if (capping) { # Pre-execute elite configurations that are not yet executed in the current instance. From e10651b822e4ab9a71b4be2a503e46e8c34983d9 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 16:29:21 +0100 Subject: [PATCH 047/127] Bump to development version. Do not suggest ParamHelpers. --- DESCRIPTION | 3 +-- NEWS.md | 12 +++++++++++- 2 files changed, 12 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 58372bf1..2c00bb63 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,7 @@ Description: Iterated race is an extension of the Iterated F-race method for settings given a set of instances of an optimization problem. M. López-Ibáñez, J. Dubois-Lacoste, L. Pérez Cáceres, T. Stützle, and M. Birattari (2016) . -Version: 4.1 +Version: 4.1.0.9000 Authors@R: c(person("Manuel", "López-Ibáñez", role = c("aut", "cre"), email = "manuel.lopez-ibanez@manchester.ac.uk", comment = c(ORCID = "0000-0001-9974-1295")), @@ -30,7 +30,6 @@ Imports: spacefillr, withr Suggests: - ParamHelpers, Rmpi (>= 0.6.0), highr, knitr, diff --git a/NEWS.md b/NEWS.md index 6ae61cce..cb633454 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,14 @@ **If you are viewing this file on CRAN, please check [latest news on GitHub](https://github.com/MLopez-Ibanez/irace/blob/master/NEWS.md) where the formatting is also better.** +# irace development version + +## Major breaking changes + +## New features and improvements + +## Fixes + + # irace 4.1 ## Major breaking changes @@ -30,7 +39,8 @@ * Fixed several bugs in post-selection including `Error in if (any(left >= 0L)) { : missing value where TRUE/FALSE needed`. * Fix bug in `ablation()` not calling `stop_parallel()`. - + + # irace 4.0 ## Major breaking changes From eb50d433ad8a4387cf589012541e779aa1c5103d Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 20:14:13 +0100 Subject: [PATCH 048/127] * Makefile: Faster quick-install. --- Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Makefile b/Makefile index 83d8d3dd..18b28e4d 100644 --- a/Makefile +++ b/Makefile @@ -48,7 +48,7 @@ install: build cd $(BINDIR) && R CMD INSTALL $(INSTALL_FLAGS) $(PACKAGE)_$(PACKAGEVERSION).tar.gz quick-install: - cd $(BINDIR) && R CMD build $(BUILD_FLAGS) $(NO_BUILD_VIGNETTES) $(PACKAGEDIR) && R CMD INSTALL $(INSTALL_FLAGS) $(PACKAGE)_$(PACKAGEVERSION).tar.gz + R CMD INSTALL $(INSTALL_FLAGS) --no-docs $(PACKAGEDIR) genoptions: R/irace-options.R vignettes/section/irace-options.tex From d56e8e1e7a93905d3f4f726f3b7a9f9eb74718dd Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 24 Dec 2024 00:13:17 +0100 Subject: [PATCH 049/127] * cleanup: Remove irace.Rdata in root. --- cleanup | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cleanup b/cleanup index c06eb860..021bfd93 100755 --- a/cleanup +++ b/cleanup @@ -1,5 +1,5 @@ #!/bin/sh -rm -f irace-Ex.R config.* confdefs.h \ +rm -f irace.Rdata irace-Ex.R config.* confdefs.h \ src/*.so src/*.o src/*/*.o src/*.gcno src/*/*.gcno src/*.gcov src/config.h src/symbols.rds \ inst/doc/*.blg inst/doc/*.bbl \ tests/testthat/*.log tests/testthat/*.Rout tests/testthat/Rplots.pdf tests/testthat/iracedump.rda tests/testthat/irace.Rdata \ From e236d5c7aa75a1f85d219d7f986b666460513042 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 25 Dec 2024 21:22:04 +0100 Subject: [PATCH 050/127] * inst/examples/slurm/: Refresh example. --- inst/examples/slurm/job.sh | 11 +++++++++++ inst/examples/slurm/run_irace.R | 31 ++++++++++++++++++++++++------- 2 files changed, 35 insertions(+), 7 deletions(-) diff --git a/inst/examples/slurm/job.sh b/inst/examples/slurm/job.sh index 384087db..5465c456 100644 --- a/inst/examples/slurm/job.sh +++ b/inst/examples/slurm/job.sh @@ -28,5 +28,16 @@ # To load some software (you can show the list with 'module avail'): module load r # You may need to load more modules depending on your application. + +## Option 1. Call the irace executable: +~/bin/irace --exec-dir=~/local/irace-execdir/ --parallel $((SLURM_NTASKS_PER_NODE)) +# I usually add a symbolic link from the location where the irace executable is installed to ~/bin/irace. Otherwise, replace ~/bin/irace with the path to the irace executable. It will be something like: ~/local/R_libs/4.1/irace/bin/irace. How to find this path is explained in the user guide and in the quick-install intro: https://mlopez-ibanez.github.io/irace/#installing-the-irace-package +# You can add additional irace options to the line above (see the user-guide), for example --scenario "tuning-scenario.txt". I added --exec-dir above but you can define the execDir in the scenario file instead. It is important that it is a location that is available for writing from the computing nodes. You may also want to redirect the output of job.sh to some file you can read later. How to do that should be explained in the documentation of your cluster. Also, make sure that you are using the same R version when installing irace than the version that you are loading within job.sh. Otherwise, you may get strange errors. + +# MPI: If you want to use mpi, you may need to add something like: +mpirun -np 1 ~/bin/irace --exec-dir=~/local/irace-execdir/ --parallel $((SLURM_NTASKS-1)) --mpi 1 +# $SLURM_NTASKS is expanded automatically to the value you give to --ntasks=. We subtract one from that value because irace itself consumes one task. + +## Option 2: Using an R script cd /path_to_irace_R_script Rscript ./run_irace.R diff --git a/inst/examples/slurm/run_irace.R b/inst/examples/slurm/run_irace.R index f2d77e3a..8e11ee4f 100644 --- a/inst/examples/slurm/run_irace.R +++ b/inst/examples/slurm/run_irace.R @@ -1,25 +1,42 @@ +# This is an example of launching irace from an R script. library(irace) -# initial set up +# Initial set up. Please check in the documentation of your cluster whether +# $SLURM_NTASKS_PER_NODE is the correct environment variable to get the number +# of tasks that can be run in parallel. ncores <- as.numeric(Sys.getenv("SLURM_NTASKS_PER_NODE", parallel::detectCores())) -parameter_table <- '...' +# This needs to be customized by the user. Instead of defining +# 'parameter_table' you could use a file 'parameters.txt'. +parameter_table <- ' +param1 "--param1 " i (1,100) +param2 "--param2=" c (0,1) +' parameters <- readParameters(text = parameter_table) +# This needs to be customized by the user. Instead of defining targetRunner as +# an R function 'my_target_runner' you could use an executable file +# 'my_target_runner'. my_target_runner <- function(experiment, scenario) { instance <- experiment$instance configuration <- experiment$configuration seed <- experiment$seed - return(list(cost = my_algorithm(instance, configuration, seed))) + cost <- my_algorithm(instance, configuration, seed) + # You could also return 'time' if you are using 'maxTime' in the scenario. + return(list(cost = cost)) } -instances <- load_instances() # Some function that loads or defines the instances. You could also use trainInstancesFile or trainInstancesDir in the scenario. + + +# Some function that loads or defines the instances. You could also use +# trainInstancesFile or trainInstancesDir in the scenario. +instances <- load_instances() scenario <- list(targetRunner = my_target_runner, instances = instances, maxExperiments = 200, - parallel = ncores) + parallel = ncores, parameters = parameters) # check if the scenario is valid (comment out if taking too much time) -checkIraceScenario(scenario, parameters = parameters) +checkIraceScenario(scenario) # run irace -irace.main(scenario = scenario, parameters = parameters) +irace_main(scenario = scenario) From 016f52b552edfe8a587800bee4e964abe6cf6e5e Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 20:15:05 +0100 Subject: [PATCH 051/127] * R/irace.R: Use rbindlist. --- R/irace.R | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/R/irace.R b/R/irace.R index d38908e7..6ec8a7dc 100644 --- a/R/irace.R +++ b/R/irace.R @@ -354,8 +354,9 @@ generateInstances <- function(race_state, scenario, n, update = FALSE) sindex <- rep.int(seq_along(instances), ntimes) } # Sample seeds. - race_state$instances_log <- rbind(race_state$instances_log, - data.table(instanceID = sindex, seed = runif_integer(length(sindex)))) + race_state$instances_log <- rbindlist(use.names = TRUE, list( + race_state$instances_log, + data.table(instanceID = sindex, seed = runif_integer(length(sindex))))) race_state$instances_log } From f44f86146062f5132f14f90d6d472f326a32aea8 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 20:43:23 +0100 Subject: [PATCH 052/127] * tests/: Minor improvements. --- tests/testthat/test-dependencies.R | 18 ++++++++++-------- tests/testthat/test-maxTime.R | 10 +++++----- tests/testthat/test-repair.R | 2 +- 3 files changed, 16 insertions(+), 14 deletions(-) diff --git a/tests/testthat/test-dependencies.R b/tests/testthat/test-dependencies.R index 148dd446..0e6f7cf3 100644 --- a/tests/testthat/test-dependencies.R +++ b/tests/testthat/test-dependencies.R @@ -94,13 +94,11 @@ p1 p2 p3 ') }) -test_that("checkDependencies", { - -test.checkDependencies <- function(parameterFile, ...) +test_checkDependencies <- function(parameterFile, ...) { args <- list(...) - target.runner <- function(experiment, scenario) { + target_runner <- function(experiment, scenario) { configuration <- experiment$configuration tmax <- configuration[["real"]] stopifnot(is.numeric(tmax)) @@ -115,8 +113,8 @@ test.checkDependencies <- function(parameterFile, ...) weights <- rnorm(200, mean = 0.9, sd = 0.02) parameters <- readParameters(parameterFile) - scenario <- list(targetRunner = target.runner, instances = weights, seed = 1234567, maxExperiments=200, - parameters = parameters) + scenario <- list(targetRunner = target_runner, instances = weights, + seed = 1234567, maxExperiments = 200, parameters = parameters) scenario <- modifyList(scenario, args) scenario <- checkScenario (scenario) @@ -139,8 +137,12 @@ test.checkDependencies <- function(parameterFile, ...) checkConditionalAndDependency(confs[i,], parameters) } } - test.checkDependencies(parameterFile="dependencies.txt") - test.checkDependencies(parameterFile="dependencies2.txt") + +test_that("checkDependencies", { + test_checkDependencies(parameterFile="dependencies.txt") +}) +test_that("checkDependencies2", { + test_checkDependencies(parameterFile="dependencies2.txt") }) }) # withr::with_output_sink() diff --git a/tests/testthat/test-maxTime.R b/tests/testthat/test-maxTime.R index 7a7980d2..fd5f524a 100644 --- a/tests/testthat/test-maxTime.R +++ b/tests/testthat/test-maxTime.R @@ -1,6 +1,6 @@ withr::with_output_sink("test-maxTime.Rout", { -target.runner <- function(experiment, scenario) +target_runner <- function(experiment, scenario) { configuration <- experiment$configuration tmax <- configuration[["tmax"]] @@ -11,7 +11,7 @@ target.runner <- function(experiment, scenario) list(cost = time, time = time, call = toString(experiment)) } -time.irace <- function(...) +time_irace <- function(...) { args <- list(...) weights <- rnorm(200, mean = 0.9, sd = 0.02) @@ -21,7 +21,7 @@ time.irace <- function(...) temp "" r (0, 10) dummy "" c ("dummy") ') - scenario <- list(targetRunner = target.runner, + scenario <- list(targetRunner = target_runner, instances = weights, testInstances = test_weights, seed = 1234567, @@ -49,13 +49,13 @@ time.irace <- function(...) test_that("maxTime=500 testNbElites=2 testIterationElites=FALSE", { generate_set_seed() - time.irace(maxTime = 500, testNbElites=2) + time_irace(maxTime = 500, testNbElites=2) }) test_that("maxTime=1111 testNbElites=3 testIterationElites=TRUE", { skip_on_cran() generate_set_seed() - time.irace(maxTime = 1111, testNbElites=3, testIterationElites=TRUE) + time_irace(maxTime = 1111, testNbElites=3, testIterationElites=TRUE) }) }) # withr::with_output_sink() diff --git a/tests/testthat/test-repair.R b/tests/testthat/test-repair.R index 332da160..7652c0a2 100644 --- a/tests/testthat/test-repair.R +++ b/tests/testthat/test-repair.R @@ -16,7 +16,7 @@ repair_irace <- function(targetRunner, repair) seed = 1234567, parameters = parameters) scenario <- checkScenario (scenario) - irace:::checkTargetFiles(scenario = scenario) + expect_true(irace:::checkTargetFiles(scenario = scenario)) confs <- irace(scenario = scenario) expect_gt(nrow(confs), 0L) confs From 3db038f7f3d0b964e62d5300bb071dc77d5b7086 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 20:43:59 +0100 Subject: [PATCH 053/127] * R/utils.R: rename irace_save_logfile to save_irace_logfile. --- R/irace.R | 11 ++++++----- R/main.R | 2 +- R/psRace.R | 2 +- R/utils.R | 18 ++++++++++++++---- man/save_irace_logfile.Rd | 20 ++++++++++++++++++++ 5 files changed, 42 insertions(+), 11 deletions(-) create mode 100644 man/save_irace_logfile.Rd diff --git a/R/irace.R b/R/irace.R index 6ec8a7dc..e63ae876 100644 --- a/R/irace.R +++ b/R/irace.R @@ -668,7 +668,7 @@ irace_run <- function(scenario) # FIXME: Do we need to clone? race_state$completed <- reason iraceResults$state <- race_state - irace_save_logfile(iraceResults, scenario) + save_irace_logfile(iraceResults, logfile = scenario$logFile) # FIXME: Handle scenario$maxTime > 0 if (scenario$postselection && scenario$maxTime == 0 && floor(remainingBudget / max(scenario$blockSize, scenario$eachTest)) > 1L) psRace(iraceResults, max_experiments = remainingBudget, iteration_elites = TRUE) @@ -772,6 +772,7 @@ irace_run <- function(scenario) value = max(0L, vlast(allConfigurations[[".ID."]])) + seq_nrow(newConfigurations)) setcolorder(newConfigurations, ".ID.", before=1L) setDF(newConfigurations) + # FIXME: use rbindlist(use.names=TRUE) allConfigurations <- rbind(allConfigurations, newConfigurations) rownames(allConfigurations) <- allConfigurations[[".ID."]] # We may have generated less than the number requested if there were duplicates. @@ -910,11 +911,11 @@ irace_run <- function(scenario) ## Save to the log file. iraceResults$allConfigurations <- allConfigurations iraceResults$state <- race_state - irace_save_logfile(iraceResults, scenario) + save_irace_logfile(iraceResults, logfile = scenario$logFile) - # Consistency checks - # With elitist=TRUE we should never re-run the same configuration on the same (instance,seed) pair - if (scenario$elitist) + # With elitist=TRUE and without targetEvaluator we should never re-run the + # same configuration on the same (instance,seed) pair. + if (scenario$elitist && is.null(scenario$targetEvaluator)) irace.assert(sum(!is.na(iraceResults$experiments)) == nrow(race_state$experiment_log)) if (remainingBudget <= 0) { diff --git a/R/main.R b/R/main.R index ba28748c..e09b225f 100644 --- a/R/main.R +++ b/R/main.R @@ -228,7 +228,7 @@ testing_common <- function(configurations, scenario, iraceResults) verbose <- !scenario$quiet if (verbose) configurations_print(configurations) iraceResults$testing <- testConfigurations(configurations, scenario) - irace_save_logfile(iraceResults, scenario) + save_irace_logfile(iraceResults, logfile = scenario$logFile) irace.note ("Testing results (column number is configuration ID in no particular order):\n") if (verbose) print(cbind(seeds = iraceResults$testing$seeds, as.data.frame(iraceResults$testing$experiments))) diff --git a/R/psRace.R b/R/psRace.R index c982ddd0..c50a45ce 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -236,7 +236,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli iraceResults$allElites[[indexIteration]] <- elite_configurations[[".ID."]] race_state$elite_configurations <- elite_configurations iraceResults$state <- race_state - irace_save_logfile(iraceResults, scenario) + save_irace_logfile(iraceResults, logfile = scenario$logFile) } # FIXME: This log should contain only information of what was done in the diff --git a/R/utils.R b/R/utils.R index dc36665b..1df4f730 100644 --- a/R/utils.R +++ b/R/utils.R @@ -480,17 +480,27 @@ is.sub.path <- function(x, dir, n = nchar(dir)) substr(x, 1L, n) == dir # Same as !(x %in% table). Package data.table has %notin%. "%not_in%" <- function(x, table) is.na(match(x, table)) -irace_save_logfile <- function(iraceResults, scenario) +#' Save the log generated by \pkg{{irace}} to a file (by default `irace.Rdata`). +#' +#' This function may be useful if you are manually editing the log data generated by a run of \pkg{irace}. +#' +#' @param iraceResults `list()`\cr Object created by \pkg{irace} and typically saved in the log file `irace.Rdata`. +#' +#' @param logfile `character(1)`\cr Filename to save `iraceResults`. Usually, this is given by `scenario$logFile`. If `NULL` or `""`, no data is saved. +#' +#' @seealso [read_logfile()] +#' @concept analysis +save_irace_logfile <- function(iraceResults, logfile) { - # FIXME: Raul Santa Maria proposed to only save if sufficient times (>= 1 + # FIXME: Raul Santa Maria proposed to only save if sufficient time (>= 1 # minute) has passed since the last save. We would need an option to force # saving the last one. - if (is.null.or.empty(scenario$logFile)) return(invisible()) + if (is.null.or.empty(logfile)) return(invisible()) # Files produced by `saveRDS` (or `serialize` to a file connection) are not # suitable as an interchange format between machines, for example to download # from a website. The files produced by `save` have a header identifying the # file type and so are better protected against erroneous use. - save(iraceResults, file = scenario$logFile, version = 3L) + save(iraceResults, file = logfile, version = 3L) } valid_iracelog <- function(x) diff --git a/man/save_irace_logfile.Rd b/man/save_irace_logfile.Rd new file mode 100644 index 00000000..ed2bb168 --- /dev/null +++ b/man/save_irace_logfile.Rd @@ -0,0 +1,20 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/utils.R +\name{save_irace_logfile} +\alias{save_irace_logfile} +\title{Save the log generated by \pkg{{irace}} to a file (by default \code{irace.Rdata}).} +\usage{ +save_irace_logfile(iraceResults, logfile) +} +\arguments{ +\item{iraceResults}{\code{list()}\cr Object created by \pkg{irace} and typically saved in the log file \code{irace.Rdata}.} + +\item{logfile}{\code{character(1)}\cr Filename to save \code{iraceResults}. Usually, this is given by \code{scenario$logFile}. If \code{NULL} or \code{""}, no data is saved.} +} +\description{ +This function may be useful if you are manually editing the log data generated by a run of \pkg{irace}. +} +\seealso{ +\code{\link[=read_logfile]{read_logfile()}} +} +\concept{analysis} From 226c92f972741afae63ebdb506024b89fbbfb0b6 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 20:56:35 +0100 Subject: [PATCH 054/127] Improve docs. --- R/main.R | 18 +++++++++--------- man/irace_cmdline.Rd | 8 ++++---- man/testing_fromlog.Rd | 8 ++++---- 3 files changed, 17 insertions(+), 17 deletions(-) diff --git a/R/main.R b/R/main.R index e09b225f..23801de9 100644 --- a/R/main.R +++ b/R/main.R @@ -87,17 +87,17 @@ cat_irace_license <- function() irace_main <- function(scenario, output.width = 9999L) irace_common(scenario = scenario, simple=FALSE, output.width = output.width) -#' Test configurations given in `.Rdata` file +#' Test configurations given in the logfile (typically `irace.Rdata`) produced by \pkg{irace}. #' #' `testing_fromlog` executes the testing of the target algorithm configurations #' found by an \pkg{irace} execution. #' -#' @param logFile Path to the `.Rdata` file produced by \pkg{irace}. +#' @param logFile `character(1)`\cr Path to the logfile (typically `irace.Rdata`) produced by \pkg{irace}. #' #' @param testNbElites Number of (final) elite configurations to test. Overrides #' the value found in `logFile`. #' -#' @param testIterationElites (`logical(1)`) If `FALSE`, only the final +#' @param testIterationElites `logical(1)`\cr If `FALSE`, only the final #' `testNbElites` configurations are tested; otherwise, also test the best #' configurations of each iteration. Overrides the value found in `logFile`. #' @@ -107,7 +107,7 @@ irace_main <- function(scenario, output.width = 9999L) #' #' @param testInstances Character vector of the instances to be used in the `targetRunner` when executing the testing. #' -#' @return Boolean. `TRUE` if the testing ended successfully otherwise, `FALSE`. +#' @return `logical(1)`\cr `TRUE` if the testing ended successfully otherwise, `FALSE`. #' #' @details The function `testing_fromlog` loads the `logFile` and obtains the #' testing setup and configurations to be tested. Within the `logFile`, the @@ -299,18 +299,18 @@ init <- function() #' Calls [irace_main()] using command-line options, maybe parsed from the #' command line used to invoke R. #' -#' @param argv (\code{character()}) \cr The arguments +#' @param argv `character()`\cr The arguments #' provided on the R command line as a character vector, e.g., -#' \code{c("--scenario", "scenario.txt", "-p", "parameters.txt")}. +#' `c("--scenario", "scenario.txt", "-p", "parameters.txt")`. #' Using the default value (not providing the parameter) is the -#' easiest way to call \code{irace_cmdline}. +#' easiest way to call [irace_cmdline()]. #' #' @details The function reads the parameters given on the command line #' used to invoke R, finds the name of the scenario file, #' initializes the scenario from the file (with the function -#' \code{\link{readScenario}}) and possibly from parameters passed in +#' [readScenario()]) and possibly from parameters passed in #' the command line. It finally starts \pkg{irace} by calling -#' \code{\link{irace_main}}. +#' [irace_main()]. #' #' List of command-line options: #' ```{r echo=FALSE,comment=NA} diff --git a/man/irace_cmdline.Rd b/man/irace_cmdline.Rd index a7a365fa..4fa800d2 100644 --- a/man/irace_cmdline.Rd +++ b/man/irace_cmdline.Rd @@ -10,11 +10,11 @@ irace_cmdline(argv = commandArgs(trailingOnly = TRUE)) irace.cmdline(argv = commandArgs(trailingOnly = TRUE)) } \arguments{ -\item{argv}{(\code{character()}) \cr The arguments +\item{argv}{\code{character()}\cr The arguments provided on the R command line as a character vector, e.g., \code{c("--scenario", "scenario.txt", "-p", "parameters.txt")}. Using the default value (not providing the parameter) is the -easiest way to call \code{irace_cmdline}.} +easiest way to call \code{\link[=irace_cmdline]{irace_cmdline()}}.} } \value{ (\code{invisible(data.frame)}) @@ -89,9 +89,9 @@ command line used to invoke R. The function reads the parameters given on the command line used to invoke R, finds the name of the scenario file, initializes the scenario from the file (with the function -\code{\link{readScenario}}) and possibly from parameters passed in +\code{\link[=readScenario]{readScenario()}}) and possibly from parameters passed in the command line. It finally starts \pkg{irace} by calling -\code{\link{irace_main}}. +\code{\link[=irace_main]{irace_main()}}. List of command-line options: diff --git a/man/testing_fromlog.Rd b/man/testing_fromlog.Rd index 9cd8af6a..fc0c207a 100644 --- a/man/testing_fromlog.Rd +++ b/man/testing_fromlog.Rd @@ -2,7 +2,7 @@ % Please edit documentation in R/main.R \name{testing_fromlog} \alias{testing_fromlog} -\title{Test configurations given in \code{.Rdata} file} +\title{Test configurations given in the logfile (typically \code{irace.Rdata}) produced by \pkg{irace}.} \usage{ testing_fromlog( logFile, @@ -14,12 +14,12 @@ testing_fromlog( ) } \arguments{ -\item{logFile}{Path to the \code{.Rdata} file produced by \pkg{irace}.} +\item{logFile}{\code{character(1)}\cr Path to the logfile (typically \code{irace.Rdata}) produced by \pkg{irace}.} \item{testNbElites}{Number of (final) elite configurations to test. Overrides the value found in \code{logFile}.} -\item{testIterationElites}{(\code{logical(1)}) If \code{FALSE}, only the final +\item{testIterationElites}{\code{logical(1)}\cr If \code{FALSE}, only the final \code{testNbElites} configurations are tested; otherwise, also test the best configurations of each iteration. Overrides the value found in \code{logFile}.} @@ -30,7 +30,7 @@ configurations of each iteration. Overrides the value found in \code{logFile}.} \item{testInstances}{Character vector of the instances to be used in the \code{targetRunner} when executing the testing.} } \value{ -Boolean. \code{TRUE} if the testing ended successfully otherwise, \code{FALSE}. +\code{logical(1)}\cr \code{TRUE} if the testing ended successfully otherwise, \code{FALSE}. } \description{ \code{testing_fromlog} executes the testing of the target algorithm configurations From 25cd275657f90ab9751aa2bce2316f2ed46e9ec9 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 21:52:53 +0100 Subject: [PATCH 055/127] * R/race-wrapper.R, R/race.R: Minor improvements. --- R/race-wrapper.R | 9 ++++----- R/race.R | 10 +++++----- 2 files changed, 9 insertions(+), 10 deletions(-) diff --git a/R/race-wrapper.R b/R/race-wrapper.R index cd7fb7a7..4b3eb4ff 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -45,17 +45,16 @@ buildCommandLine <- function(values, switches) # numeric vector. parse_output <- function(outputRaw, verbose) { - if (verbose) { cat (outputRaw, sep = "\n") } - + if (verbose) cat(outputRaw, sep = "\n") # Initialize output as raw. If it is empty stays like this. output <- outputRaw # strsplit crashes if outputRaw == character(0) - if (length(outputRaw) > 0) { + if (length(outputRaw)) { outputRaw <- paste0(outputRaw, collapse = "\n") - output <- strsplit(trim(outputRaw), "[[:space:]]+")[[1]] + output <- strsplit(trim(outputRaw), "[[:space:]]+")[[1L]] } # suppressWarnings to avoid messages about NAs introduced by coercion - suppressWarnings (as.numeric (output)) + suppressWarnings(as.numeric(output)) } target_error <- function(err_msg, output, scenario, target_runner_call, diff --git a/R/race.R b/R/race.R index 628a8329..3d6e5edc 100644 --- a/R/race.R +++ b/R/race.R @@ -99,13 +99,13 @@ aux2.friedman <- function(y, I, alive, conf.level = 0.95) r <- rowRanks(y, cols = I, ties.method = "average") R <- colSums2(r) o <- order(R) - best <- I[o[1]] + best <- I[o[1L]] TIES <- tapply(c(r), row(r), table) STATISTIC <- ((12 * sum((R - n * (k + 1) / 2)^2)) / (n * k * (k + 1) - (sum(unlist(lapply(TIES, function (u) {u^3 - u}))) / (k - 1)))) - PARAMETER <- k - 1 + PARAMETER <- k - 1L PVAL <- pchisq(STATISTIC, PARAMETER, lower.tail = FALSE) #names(STATISTIC) <- "Friedman chi-squared" #names(PARAMETER) <- "df" @@ -115,8 +115,8 @@ aux2.friedman <- function(y, I, alive, conf.level = 0.95) # This formula for multiple comparisons comes from Conover, "Practical # Nonparametric Statistics", 1999, pages 369-371. A <- sum(as.vector(r)^2) - t <- qt(1 - alpha / 2, df = (n - 1) * (k - 1)) * - (2 * (n * A - sum(R^2)) / ((n - 1) * (k - 1)))^(1 / 2) + t <- qt(1 - alpha / 2, df = (n - 1L) * (k - 1L)) * + (2 * (n * A - sum(R^2)) / ((n - 1L) * (k - 1L)))^(1 / 2) J <- best for (j in 2L:k) { if (abs(R[o[j]] - R[o[1L]]) > t) { @@ -411,7 +411,7 @@ dom_elim <- function(results, elites, alive, scenario, minSurvival, eps = 1e-5) bound <- executionBound(results[, elites, drop = FALSE], type = scenario$cappingType) alive[which_alive] <- ((bound + eps) >= cmeans) - return (alive) + return(alive) } ## This function applies PARX (X=boundPar) to all experiments From 52978e794938e917ca9b85742f365fc2ff905089 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 22:04:43 +0100 Subject: [PATCH 056/127] * R/race.R: Reimplement generateTimeMatrix(). --- R/race.R | 33 +++++++++++++++------------------ 1 file changed, 15 insertions(+), 18 deletions(-) diff --git a/R/race.R b/R/race.R index 3d6e5edc..28829256 100644 --- a/R/race.R +++ b/R/race.R @@ -50,7 +50,7 @@ createExperimentList <- function(configurations, parameters, } configurations <- .mapply(list, dots = dots, MoreArgs = NULL) instances <- instances[instances_ID] - n_instances <- length(instances) + n_instances <- length(instances_ID) instances <- .mapply(list, dots = list(id_instance = instances_ID, seed = seeds, instance = instances), MoreArgs = NULL) @@ -536,19 +536,16 @@ update_elite_safe <- function(Results, is_elite) generateTimeMatrix <- function(elite_ids, experiment_log) { - # FIXME: experiment_log is already data.table, so this could be done faster. - is_elite <- experiment_log[["configuration"]] %in% elite_ids + # Silence CRAN warnings + configuration <- bound <- NULL # Remove everything that we don't need. - experiment_log <- experiment_log[is_elite, c("configuration", "instance", "time", "bound")] - experiment_log[["time"]] <- pmin(experiment_log[["time"]], experiment_log[["bound"]]) - # FIXME: It would be better to use spread() from tidyr. - resultsTime <- reshape(as.data.frame(experiment_log), direction = "wide", - idvar = "instance", timevar = "configuration", - drop = "bound") - rownames(resultsTime) <- resultsTime$instance - resultsTime <- resultsTime[order(resultsTime$instance), , drop = FALSE] - colnames(resultsTime) <- substring(colnames(resultsTime), nchar("time.") + 1L) - as.matrix(resultsTime[, as.character(elite_ids), drop = FALSE]) + experiment_log <- experiment_log[(configuration %in% elite_ids) & !is.na(time), + c("configuration", "instance", "time", "bound")] + experiment_log[, time := pmin.int(time, bound)] + time_matrix <- dcast(experiment_log[ , -"bound"], instance ~ configuration, + value.var = "time") + setcolorder(time_matrix, neworder = as.character(elite_ids)) + as.matrix(time_matrix, rownames = "instance") } race <- function(race_state, maxExp, @@ -671,7 +668,7 @@ elitist_race <- function(race_state, maxExp, irace.assert(elitist_new_instances %% blockSize == 0L) # FIXME: This should go into its own function. n_elite <- ncol(elite.data) - which_elites <- which(rep_len(TRUE, n_elite)) + which_elites <- seq_len(n_elite) irace.note("Preliminary execution of ", n_elite, " elite configuration(s) over ", elitist_new_instances, " instance(s).\n") for (k in seq_len(elitist_new_instances)) { @@ -1006,10 +1003,10 @@ elitist_race <- function(race_state, maxExp, irace.assert(!any(is.infinite(Results[, alive, drop=FALSE]))) # Variables required to produce output of elimination test. - cap.done <- FALSE #if dominance elimination was performed - test.done <- FALSE #if statistical test elimination was performed - cap.dropped <- FALSE #if capping has drop any configuration - test.dropped <- FALSE #if any candidates has been eliminated by testing + cap.done <- FALSE # if dominance elimination was performed + test.done <- FALSE # if statistical test elimination was performed + cap.dropped <- FALSE # if capping has drop any configuration + test.dropped <- FALSE # if any candidates has been eliminated by testing cap.alive <- test.alive <- alive ## Dominance elimination (Capping only). From 0ff611b4156fe84484f7b6c3cdf0ec84642844a7 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 21:52:08 +0100 Subject: [PATCH 057/127] Various fixes to psRace. --- NEWS.md | 11 +++++- R/psRace.R | 77 ++++++++++++++++++++---------------- R/race.R | 5 ++- man/psRace.Rd | 42 ++++++++++++-------- tests/testthat/test-psrace.R | 34 ++++++++++++++++ vignettes/irace-package.Rnw | 56 ++++++++++++++------------ 6 files changed, 146 insertions(+), 79 deletions(-) create mode 100644 tests/testthat/test-psrace.R diff --git a/NEWS.md b/NEWS.md index cb633454..84e259bb 100644 --- a/NEWS.md +++ b/NEWS.md @@ -5,9 +5,16 @@ ## Major breaking changes ## New features and improvements - + + * `psRace()` gains a `psrace_logFile` argument to avoid overwriting `scenario$logFile`. + ## Fixes + * Fixed documentation of `psRace()`. + + * Fix `psRace()` not saving `psrace_log` in `scenario$logFile`. + + * Fix bug in `psRace()` using more budget than the maximum given. # irace 4.1 @@ -24,7 +31,7 @@ * Conditions that are always true because they depend on fixed parameters are replaced by a `TRUE` value to speed up their evaluation. This speed-up is only - measurable with very large and complicated parameter space. + measurable with very large and complicated parameter spaces. * The options `src` and `target` of `ablation()` (or `--src` and `--target` of the command-line `ablation` tool) now accept a character string that points diff --git a/R/psRace.R b/R/psRace.R index c50a45ce..b6fdc202 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -1,6 +1,6 @@ -#' Postselection race +#' Post-selection race #' -#' \code{psRace} performs a postselection race of a set of configurations. +#' \code{psRace} performs a post-selection race of a set of configurations. #' #' @inheritParams has_testing_data #' @@ -9,36 +9,46 @@ #' fraction of the total budget given by #' `iraceResults$scenario$maxExperiments` or `iraceResults$scenario$maxTime / #' iraceResults$state$boundEstimate`. -#' @param conf_ids IDs of the configurations in iraceResults$allConfigurations to be used for ablation. -#' If NULL, the `iteration_best` argument will be to decide. -#' @param iteration_elites If TRUE, only select the best configuration of each iteration. -#' If FALSE, select from all elite configurations of all iterations. `max_experiments` +#' @param conf_ids IDs of the configurations in `iraceResults$allConfigurations` to be used for the post-selection. +#' If `NULL`, then the configurations are automatically selected. +#' @param iteration_elites If `FALSE`, give priority to selecting the configurations that were elite in the last iteration. +#' If `TRUE`, select from all elite configurations of all iterations. This parameter only has an effect when `conf_ids` is not `NULL`. +#' @param psrace_logFile `character(1)`\cr Log file to save the post-selection race log. If `NULL`, the log is saved in `iraceResults$scenario$logFile`. #' -#' @return If iraceLogFile is NULL, it returns a list with the following elements: +#' @return The elite configurations after the post-selection. In addition, if `iraceResults$scenario$logFile` is defined, +#' it saves an updated copy of `iraceResults` in that file, where `iraceResults$psrace_log` is a list with the following elements: #' \describe{ -#' \item{configurations}{Configurations used in the race.} -#' \item{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.} -#' \item{maxExperiments}{Maximum number of experiments set for the race.} -#' \item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} +#' \item{configurations}{Configurations used in the post-selection race.} +#' \item{instances}{Data frame with the instances used in the post-selection race. First column has the +#' instances IDs from `iraceResults$scenario$instances`, second column the seed assigned to the instance.} +#' \item{max_experiments}{Configuration budget assigned to the post-selection race.} +#' \item{experiments}{Matrix of results generated by the post-selection race, in the same format as the matrix \code{iraceResults$experiments}. Column names are the configuration IDs and row names are the instance IDs.} #' \item{elites}{Best configurations found in the experiments.} #' } -#' If `iraceLogFile` is provided this list object will be saved in `iraceResults$psrace_log`. #' #' @examples #' \donttest{ -#' logfile <- system.file(package="irace", "exdata", "sann.rda") -#' # Execute the postselection after the execution of irace. Use 10% of the total budget. -#' psRace(logfile, max_experiments=0.1) +#' irace_log <- read_logfile(system.file(package="irace", "exdata", "sann.rda")) +#' # Use a temporary file to not change the original "sann.rda". +#' psrace_logFile <- withr::local_tempfile(fileext = ".Rdata") +#' # Execute the post-selection after the execution of irace. Use 10% of the total budget. +#' psRace(irace_log, max_experiments=0.1, psrace_logFile = psrace_logFile) +#' # Print psrace_log +#' irace_log <- read_logfile(psrace_logFile) +#' str(irace_log$psrace_log) #' } #' @author Leslie Pérez Cáceres and Manuel López-Ibáñez #' @export -psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_elites = FALSE) +psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_elites = FALSE, + psrace_logFile = NULL) { irace.note("Starting post-selection:\n") if (missing(iraceResults)) stop("argument 'iraceResults' is missing.") iraceResults <- read_logfile(iraceResults) - scenario <- iraceResults$scenario + scenario <- iraceResults$scenario + if (!is.null(psrace_logFile)) + scenario$logFile <- psrace_logFile + race_state <- iraceResults$state race_state$initialize(scenario, new = FALSE) # Restores the random seed if (max_experiments <= 0) stop("'max_experiments' must be positive.") @@ -128,10 +138,10 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli combs <- combs[left >= 0] n <- sapply(combs, sum, USE.NAMES=FALSE) winner <- which.max(n) - conf_needs <- conf_needs[combs[[winner]]] - conf_ids <- names(conf_needs) + conf_needs_new <- conf_needs_new[combs[[winner]]] + conf_ids <- names(conf_needs_new) cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs_new), ".\n") return(conf_ids) } } @@ -149,8 +159,8 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli winner <- which.max(n) conf_needs <- c(conf_needs_zero, conf_needs[combs[[winner]]]) conf_ids <- names(conf_needs) - cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), - ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") + cat(sep="", "# Configurations selected: ", paste0(collapse=", ", conf_ids), + ".\n# Pending instances: ", paste0(collapse=", ", conf_needs), ".\n") return(conf_ids) } conf_ids <- get_confs_for_psrace(iraceResults, iteration_elites, max_experiments, @@ -202,6 +212,8 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli "\n# Available experiments: ", max_experiments, "\n# minSurvival: 1\n") + # We do not want to stop because of this limit. + scenario$elitistLimit <- 0L # FIXME: elitist_race should not require setting this, but it currently does. scenario$elitist <- TRUE raceResults <- elitist_race(race_state, @@ -229,23 +241,22 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli indexIteration <- 1L + max(race_state$experiment_log[["iteration"]]) # We add indexIteration as an additional column. set(raceResults$experiment_log, j = "iteration", value = indexIteration) - race_state$experiment_log <- rbind(race_state$experiment_log, raceResults$experiment_log) + race_state$experiment_log <- rbindlist(list(race_state$experiment_log, raceResults$experiment_log), fill=TRUE, use.names=TRUE) # Merge new results. iraceResults$experiments <- merge_matrix(iraceResults$experiments, raceResults$experiments) iraceResults$iterationElites[indexIteration] <- elite_configurations[[".ID."]][1L] iraceResults$allElites[[indexIteration]] <- elite_configurations[[".ID."]] race_state$elite_configurations <- elite_configurations + iraceResults$scenario <- scenario iraceResults$state <- race_state + # FIXME: This log should contain only information of what was done in the + # psRace and avoid duplicating info from iraceResults. + iraceResults$psrace_log <- list(configurations = elite_configurations, + instances = race_state$instances_log[seq_len(nrow(raceResults$experiments)), , drop = FALSE], + max_experiments = max_experiments, + experiments = raceResults$experiments, + elites = elite_configurations[[".ID."]]) save_irace_logfile(iraceResults, logfile = scenario$logFile) } - - # FIXME: This log should contain only information of what was done in the - # psRace and avoid duplicating info from iraceResults. - psrace_log <- list(configurations = elite_configurations, - instances = race_state$instances_log[seq_nrow(iraceResults$experiments), , drop = FALSE], - max_experiments = max_experiments, - experiments = iraceResults$experiments, - elites = elite_configurations[[".ID."]]) - iraceResults$psrace_log <- psrace_log elite_configurations } diff --git a/R/race.R b/R/race.R index 28829256..bb2c7897 100644 --- a/R/race.R +++ b/R/race.R @@ -811,6 +811,8 @@ elitist_race <- function(race_state, maxExp, ## there are instances previously seen that have not been evaluated on any ## alive configuration. If we just did a test, check that we have enough ## budget to reach the next test. + # FIXME: In post-selection racing, we want to consume all budget, so we + # should discard configurations until we have 2. if (current_task > first.test && ( (current_task - 1L) %% each.test) == 0L && experiments_used + length(which_exe) * each.test > maxExp && all_elite_instances_evaluated()) { @@ -1142,8 +1144,7 @@ elitist_race <- function(race_state, maxExp, mean_best <- mean(Results[, best]) print_footer(bestconf = configurations[best, , drop = FALSE], # FIXME: This is the mean of the best, but perhaps it - # should be the sum of ranks in the case of test == - # friedman? + # should be the sum of ranks in the case of test == friedman? mean_best = mean_best, break_msg = break_msg, debug_level = scenario$debugLevel, capping = capping, diff --git a/man/psRace.Rd b/man/psRace.Rd index d5166bcc..2daa6137 100644 --- a/man/psRace.Rd +++ b/man/psRace.Rd @@ -2,13 +2,14 @@ % Please edit documentation in R/psRace.R \name{psRace} \alias{psRace} -\title{Postselection race} +\title{Post-selection race} \usage{ psRace( iraceResults, max_experiments, conf_ids = NULL, - iteration_elites = FALSE + iteration_elites = FALSE, + psrace_logFile = NULL ) } \arguments{ @@ -19,32 +20,39 @@ post-selection race. If it is equal to or smaller than 1, then it is a fraction of the total budget given by \code{iraceResults$scenario$maxExperiments} or \code{iraceResults$scenario$maxTime / iraceResults$state$boundEstimate}.} -\item{conf_ids}{IDs of the configurations in iraceResults$allConfigurations to be used for ablation. -If NULL, the \code{iteration_best} argument will be to decide.} +\item{conf_ids}{IDs of the configurations in \code{iraceResults$allConfigurations} to be used for the post-selection. +If \code{NULL}, then the configurations are automatically selected.} -\item{iteration_elites}{If TRUE, only select the best configuration of each iteration. -If FALSE, select from all elite configurations of all iterations. \code{max_experiments}} +\item{iteration_elites}{If \code{FALSE}, give priority to selecting the configurations that were elite in the last iteration. +If \code{TRUE}, select from all elite configurations of all iterations. This parameter only has an effect when \code{conf_ids} is not \code{NULL}.} + +\item{psrace_logFile}{\code{character(1)}\cr Log file to save the post-selection race log. If \code{NULL}, the log is saved in \code{iraceResults$scenario$logFile}.} } \value{ -If iraceLogFile is NULL, it returns a list with the following elements: +The elite configurations after the post-selection. In addition, if \code{iraceResults$scenario$logFile} is defined, +it saves an updated copy of \code{iraceResults} in that file, where \code{iraceResults$psrace_log} is a list with the following elements: \describe{ -\item{configurations}{Configurations used in the race.} -\item{instances}{A matrix with the instances used in the experiments. First column has the -instances ids from iraceResults$scenario$instances, second column the seed assigned to the instance.} -\item{maxExperiments}{Maximum number of experiments set for the race.} -\item{experiments}{A matrix with the results of the experiments (columns are configurations, rows are instances).} +\item{configurations}{Configurations used in the post-selection race.} +\item{instances}{Data frame with the instances used in the post-selection race. First column has the +instances IDs from \code{iraceResults$scenario$instances}, second column the seed assigned to the instance.} +\item{max_experiments}{Configuration budget assigned to the post-selection race.} +\item{experiments}{Matrix of results generated by the post-selection race, in the same format as the matrix \code{iraceResults$experiments}. Column names are the configuration IDs and row names are the instance IDs.} \item{elites}{Best configurations found in the experiments.} } -If \code{iraceLogFile} is provided this list object will be saved in \code{iraceResults$psrace_log}. } \description{ -\code{psRace} performs a postselection race of a set of configurations. +\code{psRace} performs a post-selection race of a set of configurations. } \examples{ \donttest{ - logfile <- system.file(package="irace", "exdata", "sann.rda") - # Execute the postselection after the execution of irace. Use 10\% of the total budget. - psRace(logfile, max_experiments=0.1) + irace_log <- read_logfile(system.file(package="irace", "exdata", "sann.rda")) + # Use a temporary file to not change the original "sann.rda". + psrace_logFile <- withr::local_tempfile(fileext = ".Rdata") + # Execute the post-selection after the execution of irace. Use 10\% of the total budget. + psRace(irace_log, max_experiments=0.1, psrace_logFile = psrace_logFile) + # Print psrace_log + irace_log <- read_logfile(psrace_logFile) + str(irace_log$psrace_log) } } \author{ diff --git a/tests/testthat/test-psrace.R b/tests/testthat/test-psrace.R new file mode 100644 index 00000000..11910ac3 --- /dev/null +++ b/tests/testthat/test-psrace.R @@ -0,0 +1,34 @@ +withr::with_output_sink("test-psrace.Rout", { + +test_that("max_experiments=0.1", { + skip_on_cran() + generate_set_seed() + irace_log <- read_logfile(system.file(package="irace", "exdata", "sann.rda")) + # Use a temporary file to not change the original "sann.rda". + psrace_logFile <- withr::local_tempfile(fileext = ".Rdata") + # Execute the post-selection after the execution of irace. Use 10% of the total budget. + psRace(irace_log, max_experiments=0.1, psrace_logFile = psrace_logFile) + irace_log <- read_logfile(psrace_logFile) + budget <- nrow(irace_log$state$experiment_log[iteration == max(iteration)]) + expect_gt(budget, 50L) + # It should be equal but elitist_race sometimes fails to consume all the budget. + expect_lte(budget, irace_log$psrace_log$max_experiments) +}) + +test_that("max_experiments=101", { + skip_on_cran() + generate_set_seed() + irace_log <- read_logfile(system.file(package="irace", "exdata", "sann.rda")) + conf_ids <- unlist(tail(irace_log$allElites, n=1L)) + # Use a temporary file to not change the original "sann.rda". + psrace_logFile <- withr::local_tempfile(fileext = ".Rdata") + # Execute the post-selection after the execution of irace. + psRace(irace_log, max_experiments=101, conf_ids = conf_ids, psrace_logFile = psrace_logFile) + irace_log <- read_logfile(psrace_logFile) + budget <- nrow(irace_log$state$experiment_log[iteration == max(iteration)]) + expect_gt(budget, 10L) + # It should be equal but elitist_race sometimes fails to consume all the budget. + expect_lte(budget, irace_log$psrace_log$max_experiments) +}) + +}) # withr::with_output_sink() diff --git a/vignettes/irace-package.Rnw b/vignettes/irace-package.Rnw index 10dcb502..8ec671f5 100644 --- a/vignettes/irace-package.Rnw +++ b/vignettes/irace-package.Rnw @@ -130,6 +130,7 @@ \emph{default:}~\texttt{#4} \\ } \newcommand{\parameter}[1]{\hyperlink{opt:#1}{\code{#1}}} +\newcommand{\iracefun}[1]{\href{https://mlopez-ibanez.github.io/irace/reference/#1.html}{\code{#1()}}} %\usepackage{showlabels} %\showlabels{hypertarget} @@ -2767,40 +2768,45 @@ We also provide a command-line executable (\path{ablation.exe} in Windows) that ablation_cmdline("--help") @ -\subsection{Postselection race}\label{sec:postselection} +\subsection{Post-selection race}\label{sec:postselection} -After the configuration process is finished it is possible perform a -postselection race by specifying the \irace option \parameter{postselection} -with value larger than $0$. This option will perform a post-selection race of -the set of best configurations of each iteration. The budget assigned for this -race is obtained using the \parameter{postselection} option which defines a -percentage of the \irace configuration budget. This budget is not considered in -the total configuration budget that is, these evaluations are extra -computation. +At the end of the configuration process, \irace will automatically run a +post-selection race \citep{YuaStuMonLauBir13} to try to consume any remaining +budget. This post-selection race will not generate new configurations. It will +only do additional runs on configurations already evaluated in the current run +of \irace. First, it will try to evaluate the best configurations found in new +instances not seen yet. If this is not possible due to the budget available, +then it will evaluate configurations that have been evaluated on fewer +instances than the best configuration found. Currently, this automatic +post-selection is not supported when the budget is measured in runtime +(\parameter{maxTime}. The automatic post-selection can be disabled using the +option \parameter{postselection}. -The execution of the postselection race adds an element (\code{psrace_log}) to -the \code{iraceResults} list saved in the \irace log file. The postselection log -consists of a list with the following elements: -\begin{description} - \item \code{configurations}: Configurations used in the postselection race. - \item \code{instances}: Instances used in the in the postselection race. - \item \code{maxExperiments}: Configuration budget assigned for the postselection race. - \item \code{experiments}: Matrix of experiments in the same format as the - \code{iraceResults$experiments} matrix. The column names indicate the candidate - configuration identifier and the row names contain the name of the instances. - \item \code{elites}: Elite configurations obtained in the postselection race. -\end{description} +It is also possible to manually run a post-selection race after completing a run of \irace using the R function \iracefun{psRace}. -Optionally, it is possible to perform a postselection race with all -elite configurations of the iterations or selecting a set of configurations -from \code{iraceResults$allConfigurations}. <>= # Execute all elite configurations in the iterations -psRace("irace.Rdata", max_experiments = 0.5, elites=TRUE) +psRace("irace.Rdata", max_experiments = 0.5, iteration_elites=TRUE) # Execute a set of configurations IDs providing budget psRace("irace.Rdata", conf_ids = c(34, 87, 102, 172, 293), max_experiments = 500) @ +The execution of the post-selection race adds an element (\code{psrace_log}) to +the \code{iraceResults} object saved in the \irace log file +(\parameter{logFile}). The post-selection log consists of a list with the +following elements: +\begin{description} +\item\code{configurations}: Configurations used in the post-selection race. +\item\code{instances}: Data frame with the instances and seeds used in the post-selection race. +\item \code{max_experiments}: Configuration budget assigned to the post-selection race. +\item \code{experiments}: Matrix of results generated by the post-selection + race, in the same format as the matrix + \code{iraceResults$experiments}. Column names are the configuration IDs and + row names are the instance IDs. +\item \code{elites}: Best configuration(s) found in the post-selection race. +\end{description} + + \subsection[Parameter importance analysis using PyImp]{Parameter importance analysis using \PyImp} The \PyImp\footnote{\url{https://github.com/automl/ParameterImportance}} tool developed by the AutoML group\footnote{\url{https://www.automl.org/}} From fd7abcc720e2131d5e97edffdcdf9ea9247aa981 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Wed, 25 Dec 2024 23:07:46 +0100 Subject: [PATCH 058/127] * R/timer.R (wallclock): New. --- R/timer.R | 3 +++ 1 file changed, 3 insertions(+) diff --git a/R/timer.R b/R/timer.R index 22128bdd..5510e226 100644 --- a/R/timer.R +++ b/R/timer.R @@ -10,6 +10,9 @@ Timer <- R6::R6Class("Timer", cloneable = TRUE, lock_class = TRUE, lock_objects if (!is.na(x[[5L]])) x[[2L]] <- x[[2L]] + x[[5L]] c(user=x[[1L]], system=x[[2L]], wallclock=x[[3L]]) + }, + wallclock = function() { + proc.time()[[3L]] - self$start[[3L]] }) ) From ecae93575f5113fb2e1d01b18a61c80b2243ff35 Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 24 Dec 2024 01:01:15 +0100 Subject: [PATCH 059/127] * devel-examples/vignette-example/create-example-file.R: Create sann.rda first. --- .../vignette-example/create-example-file.R | 151 +++++++++--------- 1 file changed, 77 insertions(+), 74 deletions(-) diff --git a/devel-examples/vignette-example/create-example-file.R b/devel-examples/vignette-example/create-example-file.R index 90e676e7..7cdd5d7c 100644 --- a/devel-examples/vignette-example/create-example-file.R +++ b/devel-examples/vignette-example/create-example-file.R @@ -2,6 +2,83 @@ library(irace) library(fs) library(withr) +###### Create sann.rda +cat('**** Creating sann.rda\n') +## We generate 50 instances (in this case, weights): +weights <- rnorm(50, mean = 0.9, sd = 0.02) + +## On this set of instances, we are interested in optimizing two +## parameters of the SANN algorithm: tmax and temp. We setup the +## parameter space as follows: +parameters_table <- ' +tmax "" i (1, 5000) +temp "" r (0, 100) +' + +## We use the irace function readParameters to read this table: +parameters <- readParameters(text = parameters_table) + +## Next, we define the function that will evaluate each candidate +## configuration on a single instance. For simplicity, we restrict to +## three-dimensional functions and we set the maximum number of +## iterations of SANN to 5000. + +target_runner <- function(experiment, scenario) +{ + instance <- experiment$instance + configuration <- experiment$configuration + D <- 3 + par <- runif(D, min=-1, max=1) + fn <- function(x) { + # Functions to be optimized: + f_rosenbrock <- function (x) { + z <- x + 1 + hz <- z[-length(z)] + tz <- z[-1L] + sum(100 * (hz^2 - tz)^2 + (hz - 1)^2) + } + f_rastrigin <- function (x) + sum(x * x - 10 * cos(2 * pi * x) + 10) + + (instance * f_rastrigin(x) + (1 - instance) * f_rosenbrock(x)) + } + res <- stats::optim(par,fn, method="SANN", + control=list(maxit=5000 + , tmax = as.numeric(configuration[["tmax"]]) + , temp = as.numeric(configuration[["temp"]]) + )) + ## New output interface in irace 2.0. This list may also contain: + ## - 'time' if irace is called with 'maxTime' + ## - 'error' is a string used to report an error + ## - 'outputRaw' is a string used to report the raw output of calls to + ## an external program or function. + ## - 'call' is a string used to report how target.runner called the + ## external program or function. + list(cost = res$value) +} + +## We define a configuration scenario by setting targetRunner to the +## function define above, instances to the first 50 random weights, and +## a maximum budget of 1000 calls to targetRunner. +scenario <- list(targetRunner = target_runner, + instances = weights, + maxExperiments = 1000, + logFile = "./sann.rda", + execDir = "./", + parameters = parameters) + +## We are now ready to launch irace. We do it by means of the irace +## function. The function will print information about its +## progress. This may require a few minutes, so it is not run by default. +irace(scenario = scenario) + +iraceResults <- read_logfile("sann.rda") +iraceResults$scenario$execDir <- "./" +iraceResults$scenario$logFile <- "./sann.rda" +save(iraceResults, file="sann.rda", version = 3L) + +### ACOTSP example + iracebin <- system.file(package="irace", "bin/irace") if (0 != file.access(iracebin, mode=1)) stop("Error: ", iracebin, " is not executable or not found!") @@ -106,79 +183,5 @@ output <- list( # save in the folder save(experiment, output, file="examples.Rdata", version = 3L) -## Create sann.rda -cat('**** Creating sann.rda\n') -## We generate 200 instances (in this case, weights): -weights <- rnorm(200, mean = 0.9, sd = 0.02) - -## On this set of instances, we are interested in optimizing two -## parameters of the SANN algorithm: tmax and temp. We setup the -## parameter space as follows: -parameters_table <- ' -tmax "" i (1, 5000) -temp "" r (0, 100) -' - -## We use the irace function readParameters to read this table: -parameters <- readParameters(text = parameters_table) - -## Next, we define the function that will evaluate each candidate -## configuration on a single instance. For simplicity, we restrict to -## three-dimensional functions and we set the maximum number of -## iterations of SANN to 5000. - -target.runner <- function(experiment, scenario) -{ - instance <- experiment$instance - configuration <- experiment$configuration - D <- 3 - par <- runif(D, min=-1, max=1) - fn <- function(x) { - # Functions to be optimized: - f_rosenbrock <- function (x) { - z <- x + 1 - hz <- z[-length(z)] - tz <- z[-1L] - sum(100 * (hz^2 - tz)^2 + (hz - 1)^2) - } - f_rastrigin <- function (x) - sum(x * x - 10 * cos(2 * pi * x) + 10) - - (instance * f_rastrigin(x) + (1 - instance) * f_rosenbrock(x)) - } - res <- stats::optim(par,fn, method="SANN", - control=list(maxit=5000 - , tmax = as.numeric(configuration[["tmax"]]) - , temp = as.numeric(configuration[["temp"]]) - )) - ## New output interface in irace 2.0. This list may also contain: - ## - 'time' if irace is called with 'maxTime' - ## - 'error' is a string used to report an error - ## - 'outputRaw' is a string used to report the raw output of calls to - ## an external program or function. - ## - 'call' is a string used to report how target.runner called the - ## external program or function. - list(cost = res$value) -} - -## We define a configuration scenario by setting targetRunner to the -## function define above, instances to the first 100 random weights, and -## a maximum budget of 1000 calls to targetRunner. -scenario <- list(targetRunner = target.runner, - instances = weights[1:100], - maxExperiments = 1000, - logFile = "./sann.rda", - execDir = "./", - parameters = parameters) - -## We are now ready to launch irace. We do it by means of the irace -## function. The function will print information about its -## progress. This may require a few minutes, so it is not run by default. -irace(scenario = scenario) - -iraceResults <- read_logfile("sann.rda") -iraceResults$scenario$execDir <- "./" -iraceResults$scenario$logFile <- "./sann.rda" -save(iraceResults, file="sann.rda", version = 3L) From ccb5c1f87442f4f889a2d974a52adf368b5edd2c Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Tue, 24 Dec 2024 18:19:40 +0100 Subject: [PATCH 060/127] * tests/testthat/test-ablation-cmdline.R: move contents to... * tests/testthat/test-ablation.R: ... here. Avoid 'empty test'. --- tests/testthat/test-ablation-cmdline.R | 15 -------------- tests/testthat/test-ablation.R | 27 +++++++++++++++++++------- 2 files changed, 20 insertions(+), 22 deletions(-) delete mode 100644 tests/testthat/test-ablation-cmdline.R diff --git a/tests/testthat/test-ablation-cmdline.R b/tests/testthat/test-ablation-cmdline.R deleted file mode 100644 index 83ecb525..00000000 --- a/tests/testthat/test-ablation-cmdline.R +++ /dev/null @@ -1,15 +0,0 @@ -withr::with_output_sink("test-ablation-cmdline.Rout", { - skip_on_cran() - - test_that("--help", { - expect_no_warning(ablation_cmdline("--help")) - }) - - test_that("--log-file=sann.rda", { - logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) - outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") - plotfile <- withr::local_tempfile(pattern = "ablation", fileext = ".pdf") - expect_no_warning( - ablation_cmdline(paste0("--log-file=", logfile, " -o ", outfile, " -p ", plotfile))) - }) -}) # withr::with_output_sink() diff --git a/tests/testthat/test-ablation.R b/tests/testthat/test-ablation.R index efa35b0e..b0b487d7 100644 --- a/tests/testthat/test-ablation.R +++ b/tests/testthat/test-ablation.R @@ -1,16 +1,29 @@ withr::with_output_sink("test-ablation.Rout", { skip_on_cran() - + withr::local_options(warn=2) + logfile <- system.file(package="irace", mustWork = TRUE, "exdata", "sann.rda") + outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") + test_that("ablation('sann.rda')", { - logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) - outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") - expect_no_warning(res <- ablation(logfile, ablationLogFile = outfile)) + res <- ablation(logfile, ablationLogFile = outfile) + expect_true(res$complete) }) + test_that("ablation('sann.rda') src,target as character", { - logfile <- system.file(package="irace", mustWork = TRUE, file.path("exdata","sann.rda")) - outfile <- withr::local_tempfile(pattern = "log-ablation", fileext = ".Rdata") src_file <- withr::local_tempfile(pattern="src", fileext=".txt", lines=c("tmax temp", "1 1")) target_file <- withr::local_tempfile(pattern="target", fileext=".txt", lines=c("tmax temp", "100 100")) - expect_no_warning(res <- ablation(logfile, ablationLogFile = outfile, src = src_file, target = target_file)) + res <- ablation(logfile, ablationLogFile = outfile, src = src_file, target = target_file) + expect_true(res$complete) + }) + + test_that("--help", { + expect_output(ablation_cmdline("--help")) + }) + + test_that("--log-file=sann.rda", { + plotfile <- withr::local_tempfile(pattern = "ablation", fileext = ".pdf") + res <- ablation_cmdline(paste0("--log-file=", logfile, " -o ", outfile, " -p ", plotfile)) + expect_true(res$complete) }) + }) # withr::with_output_sink() From a2bb7d806b7472d49b3e93a1e30fe13578854d4b Mon Sep 17 00:00:00 2001 From: MLopez-Ibanez <2620021+MLopez-Ibanez@users.noreply.github.com> Date: Sat, 21 Dec 2024 23:06:58 +0100 Subject: [PATCH 061/127] Fix #76: Completely new implementation of recovery. --- NEWS.md | 6 + R/aaa.R | 4 + R/irace.R | 410 +++++++++++++++---------------- R/irace_summarise.R | 1 + R/psRace.R | 4 +- R/race-wrapper.R | 84 ++++--- R/race.R | 203 ++++++++------- R/race_state.R | 140 +++++++---- R/utils.R | 6 +- inst/exdata/sann.rda | Bin 160393 -> 166644 bytes tests/testthat/helper-common.R | 30 ++- tests/testthat/test-blocksize.R | 10 +- tests/testthat/test-maxTime.R | 12 +- tests/testthat/test-recovery.R | 102 ++++++++ tests/testthat/test-targeteval.R | 104 ++++++-- 15 files changed, 701 insertions(+), 415 deletions(-) create mode 100644 tests/testthat/test-recovery.R diff --git a/NEWS.md b/NEWS.md index 84e259bb..a954735a 100644 --- a/NEWS.md +++ b/NEWS.md @@ -4,12 +4,18 @@ ## Major breaking changes + * Recovery (`--recover-file`) has been completely re-implemented. This + version of irace cannot recover files generated by previous versions and + vice versa. + ## New features and improvements * `psRace()` gains a `psrace_logFile` argument to avoid overwriting `scenario$logFile`. ## Fixes + * Fix #76: Recovery (`--recover-file`) is working again with a completely new implementation. + * Fixed documentation of `psRace()`. * Fix `psRace()` not saving `psrace_log` in `scenario$logFile`. diff --git a/R/aaa.R b/R/aaa.R index 06805958..3297a941 100644 --- a/R/aaa.R +++ b/R/aaa.R @@ -22,3 +22,7 @@ update_package_version <- function() update_package_version() # We define this tentatively to avoid: undefined exports: irace_version irace_version <- "unknown" + +.irace_tolerance <- sqrt(.Machine$double.eps) +.irace_minimum_saving_time <- 60 # seconds + diff --git a/R/irace.R b/R/irace.R index e63ae876..e85872f3 100644 --- a/R/irace.R +++ b/R/irace.R @@ -1,6 +1,3 @@ -# Sets irace variables from a recovery file. It is executed in the -# parent environment which must be irace(). -# # FIXME: Restoring occurs after reading the command-line/scenario file. At # least for the irace command-line parameters (scenario), it should occur # before. We would need to: @@ -16,31 +13,23 @@ # # A work-around is to modify the recovery file (you can load it in R, # modify scenario then save it again). -recoverFromFile <- function(filename) +recoverFromFile <- function(filename, scenario = list()) { - # substitute() is needed to evaluate filename here. - eval.parent(substitute({ - iraceResults <- read_logfile(filename) - if (iraceResults$irace_version != irace::irace_version) - irace.error("Recovery file '", filename, "' was generated by a version of irace (", - iraceResults$irace_version, ") different from this version of irace (", - irace::irace_version, ").") - # These variables are not state, but they are used directly by irace. - for (name in c("allConfigurations")) - assign(name, iraceResults[[name]]) - # Restore part of scenario but not all. - for (name in .irace.params.recover) - scenario[[name]] <- iraceResults$scenario[[name]] - # We call checkScenario again to fix any inconsistencies in the recovered - # data. - # FIXME: Do not call checkScenario earlier and instead do the minimum to check recoveryFile. - scenario <- checkScenario(scenario) - race_state <- iraceResults$state$clone() - race_state$recover() - firstRace <- FALSE - options(.race.debug.level = scenario$debugLevel) - options(.irace.debug.level = scenario$debugLevel) - })) + iraceResults <- read_logfile(filename) + if (iraceResults$irace_version != irace::irace_version) + irace.error("Recovery file '", filename, "' was generated by a version of irace (", + iraceResults$irace_version, ") different from this version of irace (", + irace::irace_version, ").") + + # Restore part of scenario but not all. + for (name in .irace.params.recover) + scenario[[name]] <- iraceResults$scenario[[name]] + # We call checkScenario() again to fix any inconsistencies in the recovered data. + # FIXME: Do not call checkScenario earlier and instead do the minimum to check recoveryFile. + scenario <- checkScenario(scenario) + race_state <- iraceResults$state$clone() + race_state$initialize(scenario, recover = TRUE) + race_state } ## @@ -363,12 +352,11 @@ generateInstances <- function(race_state, scenario, n, update = FALSE) do_experiments <- function(race_state, configurations, ninstances, scenario, iteration) { instances <- seq_len(ninstances) - output <- race_wrapper(race_state = race_state, + output <- race_wrapper_helper(race_state = race_state, configurations = configurations, instance_idx = instances, bounds = rep(scenario$boundMax, nrow(configurations)), - which_exps = seq_nrow(configurations), - scenario = scenario) + is_exe = rep_len(TRUE, nrow(configurations) * ninstances), scenario = scenario) Results <- race_state$update_experiment_log(output, instances = instances, configurations_id = configurations[[".ID."]], @@ -644,6 +632,14 @@ irace_common <- function(scenario, simple, output.width = 9999L) irace_run <- function(scenario) { + # Recover state from file? + if (is.null.or.empty(scenario$recoveryFile)) { + race_state <- RaceState$new(scenario) + } else { + irace.note ("Recovering from file: '", scenario$recoveryFile,"'\n") + race_state <- recoverFromFile(scenario$recoveryFile, scenario = scenario) + } + quiet <- scenario$quiet catInfo <- if (quiet) do_nothing else function(..., verbose = TRUE) { irace.note (..., "\n") @@ -673,101 +669,94 @@ irace_run <- function(scenario) if (scenario$postselection && scenario$maxTime == 0 && floor(remainingBudget / max(scenario$blockSize, scenario$eachTest)) > 1L) psRace(iraceResults, max_experiments = remainingBudget, iteration_elites = TRUE) else - race_state$elite_configurations + elite_configurations } debugLevel <- scenario$debugLevel + # Set options controlling debug level. + # FIXME: This should be the other way around, the options set the debugLevel. + options(.race.debug.level = debugLevel) + options(.irace.debug.level = debugLevel) - # Recover state from file? - if (!is.null.or.empty(scenario$recoveryFile)) { - irace.note ("Resuming from file: '", scenario$recoveryFile,"'\n") - recoverFromFile(scenario$recoveryFile) - race_state$start_parallel(scenario) - on.exit(race_state$stop_parallel(), add = TRUE) - } else { # Do not recover - firstRace <- TRUE - race_state <- RaceState$new(scenario) - # Set options controlling debug level. - # FIXME: This should be the other way around, the options set the debugLevel. - options(.race.debug.level = debugLevel) - options(.irace.debug.level = debugLevel) - # Create a data frame of all configurations ever generated. - allConfigurations <- allConfigurationsInit(scenario) - irace.assert(is.integer(allConfigurations[[".ID."]])) - nbUserConfigurations <- nrow(allConfigurations) + firstRace <- TRUE + # Create a data frame of all configurations ever generated. + allConfigurations <- allConfigurationsInit(scenario) + irace.assert(is.integer(allConfigurations[[".ID."]])) + nbUserConfigurations <- nrow(allConfigurations) - # To save the logs - iraceResults <- list( - scenario = scenario, - irace_version = irace_version, - iterationElites = c(), - allElites = list(), - experiments = matrix(nrow = 0L, ncol = 0L)) - blockSize <- scenario$blockSize - model <- NULL - nbConfigurations <- 0L - elite_configurations <- data.frame(stringsAsFactors=FALSE) - - nbIterations <- if (scenario$nbIterations == 0) - computeNbIterations(scenario$parameters$nbVariable) - else scenario$nbIterations - nbIterations <- floor(nbIterations) + # To save the logs + iraceResults <- list( + scenario = scenario, + irace_version = irace_version, + iterationElites = c(), + allElites = list(), + experiments = matrix(nrow = 0L, ncol = 0L)) + model <- NULL + nbConfigurations <- 0L + elite_configurations <- data.frame(stringsAsFactors=FALSE) + + nbIterations <- if (scenario$nbIterations == 0) + computeNbIterations(scenario$parameters$nbVariable) + else scenario$nbIterations + nbIterations <- floor(nbIterations) + + minSurvival <- if (scenario$minNbSurvival == 0) + computeTerminationOfRace(scenario$parameters$nbVariable) + else scenario$minNbSurvival + minSurvival <- floor(minSurvival) + # FIXME: Do this initialization within race_state. + race_state$minSurvival <- minSurvival + + # Generate initial instance + seed list + generateInstances(race_state, scenario, + n = if (scenario$maxExperiments != 0) ceiling(scenario$maxExperiments / minSurvival) + else max(scenario$firstTest, length(scenario$instances))) + indexIteration <- 1L + timeUsed <- 0 + boundEstimate <- NA + + race_state$start_parallel(scenario) + on.exit(race_state$stop_parallel(), add = TRUE) - minSurvival <- if (scenario$minNbSurvival == 0) - computeTerminationOfRace(scenario$parameters$nbVariable) - else scenario$minNbSurvival - minSurvival <- floor(minSurvival) - - # Generate initial instance + seed list - generateInstances(race_state, scenario, - n = if (scenario$maxExperiments != 0) ceiling(scenario$maxExperiments / minSurvival) - else max(scenario$firstTest, length(scenario$instances))) - indexIteration <- 1L - timeUsed <- 0 - boundEstimate <- NA - - race_state$start_parallel(scenario) - on.exit(race_state$stop_parallel(), add = TRUE) + if (scenario$maxTime == 0) { + if (is.na(scenario$minExperiments)) { + remainingBudget <- scenario$maxExperiments + } else { + remainingBudget <- max(scenario$minExperiments, + computeMinimumBudget(scenario, minSurvival, nbIterations, + race_state$elitist_new_instances)) + } + } else { ## Estimate time when maxTime is defined. + ## IMPORTANT: This is firstTest because these configurations will be + ## considered elite later, thus preserved up to firstTest, which is + ## fine. If a larger number of instances is used, it would prevent + ## discarding these configurations. + # Get the number of instances to be used. + ninstances <- round_to_next_multiple(scenario$firstTest, scenario$blockSize) + estimationTime <- ceiling(scenario$maxTime * scenario$budgetEstimation) + irace.note("Estimating execution time using ", 100 * scenario$budgetEstimation, + "% of ", scenario$maxTime, " = ", estimationTime, "\n") - if (scenario$maxTime == 0) { - if (is.na(scenario$minExperiments)) { - remainingBudget <- scenario$maxExperiments - } else { - remainingBudget <- max(scenario$minExperiments, - computeMinimumBudget(scenario, minSurvival, nbIterations, - race_state$elitist_new_instances)) - } - } else { ## Estimate time when maxTime is defined. - ## IMPORTANT: This is firstTest because these configurations will be - ## considered elite later, thus preserved up to firstTest, which is - ## fine. If a larger number of instances is used, it would prevent - ## discarding these configurations. - # Get the number of instances to be used. - ninstances <- round_to_next_multiple(scenario$firstTest, scenario$blockSize) - estimationTime <- ceiling(scenario$maxTime * scenario$budgetEstimation) - irace.note("Estimating execution time using ", 100 * scenario$budgetEstimation, - "% of ", scenario$maxTime, " = ", estimationTime, "\n") - - # Estimate the number of configurations to be used - nconfigurations <- max(2L, floor(scenario$parallel / ninstances)) - next_configuration <- 1L - nruns <- nconfigurations * ninstances - boundEstimate <- if (is.null(scenario$boundMax)) 1.0 else scenario$boundMax - if (estimationTime < boundEstimate * nruns) { - boundEstimate <- max(ceiling_digits(estimationTime / nruns, scenario$boundDigits), scenario$minMeasurableTime) - if (!is.null(scenario$boundMax)) { + # Estimate the number of configurations to be used + nconfigurations <- max(2L, floor(scenario$parallel / ninstances)) + next_configuration <- 1L + nruns <- nconfigurations * ninstances + boundEstimate <- if (is.null(scenario$boundMax)) 1.0 else scenario$boundMax + if (estimationTime < boundEstimate * nruns) { + boundEstimate <- max(ceiling_digits(estimationTime / nruns, scenario$boundDigits), scenario$minMeasurableTime) + if (!is.null(scenario$boundMax)) { irace.warning("boundMax = ", scenario$boundMax, " is too large, using ", boundEstimate, " instead.\n") # FIXME: We should not modify the scenario scenario$boundMax <- boundEstimate - } } - - repeat { - # Sample new configurations if needed + } + + repeat { + # Sample new configurations if needed if (nrow(allConfigurations) < nconfigurations) { newConfigurations <- sampleSobol(scenario$parameters, - nconfigurations - nrow(allConfigurations), - repair = scenario$repairConfiguration) + nconfigurations - nrow(allConfigurations), + repair = scenario$repairConfiguration) set(newConfigurations, j = ".ID.", value = max(0L, vlast(allConfigurations[[".ID."]])) + seq_nrow(newConfigurations)) setcolorder(newConfigurations, ".ID.", before=1L) @@ -778,94 +767,93 @@ irace_run <- function(scenario) # We may have generated less than the number requested if there were duplicates. nconfigurations <- nrow(allConfigurations) } - # Estimate the mean execution time. - # FIXME: Shouldn't we pass the bounds? - experiments <- do_experiments(race_state, - configurations = allConfigurations[next_configuration:nconfigurations, ], - ninstances = ninstances, scenario = scenario, - # These experiments are assigned iteration 0. - iteration = 0L) - # FIXME: Here we should check if everything timed out and increase the bound dynamically. - iraceResults$experiments <- merge_matrix(iraceResults$experiments, experiments) - rownames(iraceResults$experiments) <- seq_nrow(iraceResults$experiments) - # For the used time, we count the time reported in all configurations - # including rejected ones. - timeUsed <- sum(race_state$experiment_log[["time"]], na.rm = TRUE) - # User should return time zero for rejected_ids. - boundEstimate <- timeUsed / nrow(race_state$experiment_log) - boundEstimate <- max(ceiling_digits(boundEstimate, scenario$boundDigits), scenario$minMeasurableTime) - next_configuration <- nconfigurations + 1L - - # Calculate how many new configurations: - # 1. We do not want to overrun estimationTime - new_conf <- floor(((estimationTime - timeUsed) / boundEstimate) / ninstances) - # 2. But there is no point in executing more configurations than those - # that we can execute in parallel. - new_conf <- min(new_conf, max(1L, floor(scenario$parallel / ninstances))) - if (timeUsed >= estimationTime || new_conf == 0L || nconfigurations == 1024L) - break - else - nconfigurations <- min(1024L, nconfigurations + new_conf) - } # end of repeat - - if (length(race_state$rejected_ids)) - irace.note ("Immediately rejected configurations: ", - paste0(race_state$rejected_ids, collapse = ", ") , "\n") + # Estimate the mean execution time. + # FIXME: Shouldn't we pass the bounds? + experiments <- do_experiments(race_state, + configurations = allConfigurations[next_configuration:nconfigurations, ], + ninstances = ninstances, scenario = scenario, + # These experiments are assigned iteration 0. + iteration = 0L) + # FIXME: Here we should check if everything timed out and increase the bound dynamically. + iraceResults$experiments <- merge_matrix(iraceResults$experiments, experiments) + rownames(iraceResults$experiments) <- seq_nrow(iraceResults$experiments) + # For the used time, we count the time reported in all configurations + # including rejected ones. + timeUsed <- sum(race_state$experiment_log[["time"]], na.rm = TRUE) + # User should return time zero for rejected_ids. + boundEstimate <- timeUsed / nrow(race_state$experiment_log) + boundEstimate <- max(ceiling_digits(boundEstimate, scenario$boundDigits), scenario$minMeasurableTime) + next_configuration <- nconfigurations + 1L - # Update budget - remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) - elite_configurations <- allConfigurations[allConfigurations[[".ID."]] %not_in% race_state$rejected_ids, , drop = FALSE] - irace.assert(is.integer(elite_configurations[[".ID."]])) - # Without elitist, the racing does not re-use the results computed during - # the estimation. This means that the time used during estimation needs - # to be spent again during racing, thus leaving less time for racing. We - # want to avoid having less time for racing, and this is an - # implementation detail, thus we assume that the time was not actually - # wasted. - if (!scenario$elitist) timeUsed <- 0 - irace.note("Estimated execution time is ", boundEstimate, " based on ", - next_configuration - 1L, " configurations and ", - ninstances," instances. Used time: ", timeUsed, - ", remaining time: ", (scenario$maxTime - timeUsed), - ", remaining budget (experiments): ", remainingBudget, "\n") - if (!is.null(scenario$boundMax) && 2 * boundEstimate < scenario$boundMax) { - irace.warning("boundMax=", scenario$boundMax, " is much larger than estimated execution time, using ", - 2 * boundEstimate, " instead.\n") - scenario$boundMax <- 2 * boundEstimate - } - } # end of time estimation - - # Compute the total initial budget, that is, the maximum number of - # experiments that we can perform. - currentBudget <- if (scenario$nbExperimentsPerIteration == 0L) - computeComputationalBudget(remainingBudget, indexIteration, - nbIterations) - else scenario$nbExperimentsPerIteration - - # Check that the budget is enough. For the time estimation case we reduce - # the number of iterations. - warn_msg <- NULL - while (!checkMinimumBudget(scenario, remainingBudget, minSurvival, nbIterations, - boundEstimate, timeUsed, race_state$elitist_new_instances)) - { - if (is.null(warn_msg)) - warn_msg <- - paste0("With the current settings and estimated time per run (", - boundEstimate, - ") irace will not have enough budget to execute the minimum", - " number of iterations (", nbIterations, "). ", - "Execution will continue by assuming that the estimated time", - " is too high and reducing the minimum number of iterations,", - " however, if the estimation was correct or too low,", - " results might not be better than random sampling.\n") - nbIterations <- nbIterations - 1L - scenario$nbConfigurations <- if (scenario$nbConfigurations > 0L) - min(minSurvival * 2L, scenario$nbConfigurations) - else minSurvival * 2L - } - if (!is.null(warn_msg)) irace.warning(warn_msg) + # Calculate how many new configurations: + # 1. We do not want to overrun estimationTime + new_conf <- floor(((estimationTime - timeUsed) / boundEstimate) / ninstances) + # 2. But there is no point in executing more configurations than those + # that we can execute in parallel. + new_conf <- min(new_conf, max(1L, floor(scenario$parallel / ninstances))) + if (timeUsed >= estimationTime || new_conf == 0L || nconfigurations == 1024L) + break + else + nconfigurations <- min(1024L, nconfigurations + new_conf) + } # end of repeat + + if (length(race_state$rejected_ids)) + irace.note ("Immediately rejected configurations: ", + paste0(race_state$rejected_ids, collapse = ", ") , "\n") - } #end of do not recover + # Update budget + remainingBudget <- round((scenario$maxTime - timeUsed) / boundEstimate) + elite_configurations <- allConfigurations[allConfigurations[[".ID."]] %not_in% race_state$rejected_ids, , drop = FALSE] + irace.assert(is.integer(elite_configurations[[".ID."]])) + # Without elitist, the racing does not re-use the results computed during + # the estimation. This means that the time used during estimation needs + # to be spent again during racing, thus leaving less time for racing. We + # want to avoid having less time for racing, and this is an + # implementation detail, thus we assume that the time was not actually + # wasted. + if (!scenario$elitist) timeUsed <- 0 + irace.note("Estimated execution time is ", boundEstimate, " based on ", + next_configuration - 1L, " configurations and ", + ninstances," instances. Used time: ", timeUsed, + ", remaining time: ", (scenario$maxTime - timeUsed), + ", remaining budget (experiments): ", remainingBudget, "\n") + if (!is.null(scenario$boundMax) && 2 * boundEstimate < scenario$boundMax) { + irace.warning("boundMax=", scenario$boundMax, " is much larger than estimated execution time, using ", + 2 * boundEstimate, " instead.\n") + scenario$boundMax <- 2 * boundEstimate + } + } # end of time estimation + + # Compute the total initial budget, that is, the maximum number of + # experiments that we can perform. + currentBudget <- if (scenario$nbExperimentsPerIteration == 0L) + computeComputationalBudget(remainingBudget, indexIteration, + nbIterations) + else scenario$nbExperimentsPerIteration + + # Check that the budget is enough. For the time estimation case we reduce + # the number of iterations. + warn_msg <- NULL + while (!checkMinimumBudget(scenario, remainingBudget, minSurvival, nbIterations, + boundEstimate, timeUsed, race_state$elitist_new_instances)) + { + if (is.null(warn_msg)) + warn_msg <- + paste0("With the current settings and estimated time per run (", + boundEstimate, + ") irace will not have enough budget to execute the minimum", + " number of iterations (", nbIterations, "). ", + "Execution will continue by assuming that the estimated time", + " is too high and reducing the minimum number of iterations,", + " however, if the estimation was correct or too low,", + " results might not be better than random sampling.\n") + nbIterations <- nbIterations - 1L + scenario$nbConfigurations <- + if (scenario$nbConfigurations > 0L) + min(minSurvival * 2L, scenario$nbConfigurations) + else minSurvival * 2L + } + if (!is.null(warn_msg)) irace.warning(warn_msg) catInfo("Initialization\n", if (scenario$elitist) @@ -894,20 +882,11 @@ irace_run <- function(scenario) paste0("# boundMax: ", scenario$boundMax, "\n"), verbose = FALSE) + blockSize <- scenario$blockSize repeat { - # Save recovery info. - race_state$save_recovery(currentBudget = currentBudget, - elite_configurations = elite_configurations, - experimentsUsedSoFar = nrow(race_state$experiment_log), - indexIteration = indexIteration, - minSurvival = minSurvival, - model = model, - nbConfigurations = nbConfigurations, - nbIterations = nbIterations, - remainingBudget = remainingBudget, - timeUsed = timeUsed, - boundEstimate = boundEstimate) + # FIXME: We could directly use race_state$timeUsed everywhere. + race_state$timeUsed <- timeUsed ## Save to the log file. iraceResults$allConfigurations <- allConfigurations iraceResults$state <- race_state @@ -1173,10 +1152,17 @@ irace_run <- function(scenario) minSurvival = minSurvival, elite.data = elite_data, elitist_new_instances = if (firstRace) 0L - else race_state$elitist_new_instances) + else race_state$elitist_new_instances) # We add indexIteration as an additional column. set(raceResults$experiment_log, j = "iteration", value = indexIteration) - race_state$experiment_log <- rbind(race_state$experiment_log, raceResults$experiment_log) + # FIXME: There is a chance that the process stops after we remove + # race_experiment_log in elitist_race(), but before we update + # race_state$experiment_log here. Doing the two steps in a different order + # would be more robust but would need a smarter recovery routine that + # checks for duplicates. + withr::local_options(warn=2) + race_state$experiment_log <- rbindlist(list(race_state$experiment_log, raceResults$experiment_log), + use.names=TRUE) # Merge new results. iraceResults$experiments <- merge_matrix(iraceResults$experiments, raceResults$experiments) diff --git a/R/irace_summarise.R b/R/irace_summarise.R index 0a9fa9ba..02aeb629 100644 --- a/R/irace_summarise.R +++ b/R/irace_summarise.R @@ -37,6 +37,7 @@ irace_summarise <- function(iraceResults) if (is.null(version)) version <- iraceResults$irace.version + # Here to support older versions of irace. time_targetrunner <- iraceResults$state$recovery_info$timeUsed if (is.null(time_targetrunner)) time_targetrunner <- iraceResults$state$timeUsed diff --git a/R/psRace.R b/R/psRace.R index b6fdc202..14c20c66 100644 --- a/R/psRace.R +++ b/R/psRace.R @@ -225,8 +225,7 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli elitist_new_instances = 0L) elite_configurations <- extractElites(raceResults$configurations, - nbElites = race_state$recovery_info$minSurvival, - debugLevel = scenario$debugLevel) + nbElites = race_state$minSurvival, debugLevel = scenario$debugLevel) irace.note("Elite configurations (first number is the configuration ID;", " listed from best to worst according to the ", test.type.order.str(scenario$testType), "):\n") @@ -246,7 +245,6 @@ psRace <- function(iraceResults, max_experiments, conf_ids = NULL, iteration_eli iraceResults$experiments <- merge_matrix(iraceResults$experiments, raceResults$experiments) iraceResults$iterationElites[indexIteration] <- elite_configurations[[".ID."]][1L] iraceResults$allElites[[indexIteration]] <- elite_configurations[[".ID."]] - race_state$elite_configurations <- elite_configurations iraceResults$scenario <- scenario iraceResults$state <- race_state # FIXME: This log should contain only information of what was done in the diff --git a/R/race-wrapper.R b/R/race-wrapper.R index 4b3eb4ff..5d8f4108 100644 --- a/R/race-wrapper.R +++ b/R/race-wrapper.R @@ -88,7 +88,8 @@ target_error <- function(err_msg, output, scenario, target_runner_call, "\n", .irace_msg_prefix, advice_txt) } -check_output_target_evaluator <- function (output, scenario, target_runner_call = NULL, bound = NULL) +check_output_target_evaluator <- function (output, scenario, target_runner_time, + target_runner_call, bound) { if (!is.list(output)) { output <- list() @@ -104,15 +105,21 @@ check_output_target_evaluator <- function (output, scenario, target_runner_call } else if (is_na_nowarn(output$cost)) { err_msg <- "The output of targetEvaluator is not numeric!" } - if (scenario$batchmode != 0 && scenario$maxTime > 0) { - if (is.null (output$time)) { - err_msg <- "When batchmode != 0 and maxTime > 0, the output of targetEvaluator must be two numbers 'cost time'!" + if (scenario$maxTime > 0 || scenario$capping) { + if (scenario$batchmode != 0) { + if (is.null (output$time)) + err_msg <- "When batchmode != 0 and maxTime > 0, the output of targetEvaluator must be two numbers 'cost time'!" + # With scenario$capping == TRUE, we may have pre-executed targetRunner + # (which_elite_exe) that already have recorded the time, so when we + # reach this point, we may not have 'time'. + } else if (!scenario$capping && is.null(target_runner_time) && is.null(output$time)) { + err_msg <- "Either targetRunner or targetEvaluator must return 'time' !" } } - if (is.null(output$time)) { - output$time <- NA_real_ - } else { - if (is_na_nowarn(output$time)) { + if (!is.null(output$time)) { + if (!is.null(target_runner_time)) { + err_msg <- "Both targetRunner and targetEvaluator cannot return 'time' !" + } else if (is_na_nowarn(output$time)) { err_msg <- "The time returned by targetEvaluator is not numeric!" } else if (is.infinite(output$time)) { err_msg <- "The time returned by targetEvaluator is not finite!" @@ -125,13 +132,17 @@ check_output_target_evaluator <- function (output, scenario, target_runner_call err_msg <- paste0("The time returned by targetEvaluator (", output$time, ") does not respect the given bound of ", bound, "!") } } + } else { + output$time <- target_runner_time } } - if (!is.null(err_msg)) { + if (is.null(err_msg)) { + output$error <- NULL + } else { target_error (err_msg, output, scenario, - target_runner_call = target_runner_call, - target_evaluator_call = output$call) + target_runner_call = target_runner_call, + target_evaluator_call = output$call) } output } @@ -239,27 +250,25 @@ check_output_target_runner <- function(output, scenario, bound = NULL) err_msg <- output$error if (is.null(err_msg)) { - if (!is.null (output$cost)) { - if (is_na_or_empty(output$cost)) { - err_msg <- "The cost returned by targetRunner is not numeric!" - } + if (is.null(output$cost)) { + output$cost <- NULL # make sure to delete it. + } else if (is_na_or_empty(output$cost)) { + err_msg <- "The cost returned by targetRunner is not numeric!" } if (is.null(output$time)) { - output$time <- NA_real_ + output$time <- NULL # make sure to delete it. + } else if (is.na(output$time)) { + err_msg <- paste0("The time returned by targetRunner is not numeric!") + } else if (is.infinite(output$time)) { + err_msg <- paste0("The time returned by targetRunner is not finite!") + } else if (output$time <= 0) { + err_msg <- paste0("The value of time (", output$time, ") returned by targetRunner must be strictly positive!") } else { - if (is.na(output$time)) { - err_msg <- paste0("The time returned by targetRunner is not numeric!") - } else if (is.infinite(output$time)) { - err_msg <- paste0("The time returned by targetRunner is not finite!") - } else if (output$time <= 0) { - err_msg <- paste0("The value of time (", output$time, ") returned by targetRunner must be strictly positive!") - } else { - # Fix time. - output$time <- max(output$time, scenario$minMeasurableTime) - if (!is.null(bound) && !is.na(bound) && bound > 0 && bound + scenario$minMeasurableTime < output$time) { - err_msg <- paste0("The time returned by targetRunner (", output$time, ") does not respect the given bound of ", bound, "!") - } + # Fix time. + output$time <- max(output$time, scenario$minMeasurableTime) + if (!is.null(bound) && !is.na(bound) && bound > 0 && bound + scenario$minMeasurableTime < output$time) { + err_msg <- paste0("The time returned by targetRunner (", output$time, ") does not respect the given bound of ", bound, "!") } } if (is.null(err_msg)) { @@ -268,15 +277,15 @@ check_output_target_runner <- function(output, scenario, bound = NULL) # unless using batchmode, in that case targetRunner returns neither the # time nor the cost. if (scenario$batchmode != 0) { - if (!is.na(output$time) || !is.null(output$cost)) { + if (!is.null(output$time) || !is.null(output$cost)) { err_msg <- "When batchmode != 0, the output of targetRunner must not contain a cost nor a time!" } - } else if (scenario$maxTime > 0 && is.na(output$time)) { + } else if (scenario$maxTime > 0 && is.null(output$time)) { err_msg <- "The output of targetRunner must be one number 'time'!" } else if (!is.null(output$cost)) { err_msg <- "The output of targetRunner must be empty or just one number 'time'!" } - } else if (scenario$maxTime > 0 && (is.null(output$cost) || is.na(output$time))) { + } else if (scenario$maxTime > 0 && (is.null(output$cost) || is.null(output$time))) { err_msg <- "The output of targetRunner must be two numbers 'cost time'!" } else if (scenario$maxExperiments > 0 && is.null(output$cost)) { err_msg <- "The output of targetRunner must be one number 'cost'!" @@ -284,7 +293,9 @@ check_output_target_runner <- function(output, scenario, bound = NULL) } } - if (!is.null(err_msg)) { + if (is.null(err_msg)) { + output$error <- NULL + } else { target_error (err_msg, output, scenario, target_runner_call = output$call) } output @@ -602,6 +613,8 @@ execute_evaluator <- function(target_evaluator, experiments, scenario, target_ou ## FIXME: We do not need the configurations_id argument: irace.assert(isTRUE(all.equal(configurations_id, unique(sapply(experiments, getElement, "id_configuration"))))) + configurations_id <- unique(unlist(lapply(experiments, getElement, "id_configuration"), + recursive = FALSE, use.names = FALSE)) nconfs <- length(configurations_id) # Evaluate configurations sequentially. for (k in seq_along(experiments)) { @@ -610,12 +623,13 @@ execute_evaluator <- function(target_evaluator, experiments, scenario, target_ou output <- target_evaluator(experiment = experiment, num_configurations = nconfs, all_conf_id = configurations_id, scenario = scenario, target_runner_call = target_runner_call) - output <- check_output_target_evaluator(output, scenario, target_runner_call = target_runner_call, bound = experiment$bound) + output <- check_output_target_evaluator(output, scenario, target_runner_time = target_output[[k]]$time, + target_runner_call = target_runner_call, bound = experiment$bound) target_output[[k]]$cost <- output$cost + # targetEvaluator may return time, for example for batchmode != 0. + target_output[[k]]$time <- output$time if (is.null(target_output[[k]]$call)) target_output[[k]]$call <- output$call - if (is.null(target_output[[k]]$time) || !is.null.or.na(output$time)) - target_output[[k]]$time <- output$time } target_output } diff --git a/R/race.R b/R/race.R index bb2c7897..ff9728fa 100644 --- a/R/race.R +++ b/R/race.R @@ -59,17 +59,10 @@ createExperimentList <- function(configurations, parameters, rep(configurations, times = n_instances)), MoreArgs = NULL) } -## Executes a list of configurations in a particular instance -## configurations: description having the id of the configuration -## instance.idx: index of the instance,seed pair in race_state$instances_log -## bounds: execution bounds (NULL if not needed). -## which_exps: Which experiments really need to be executed. -race_wrapper <- function(race_state, configurations, instance_idx, bounds, - which_exps, - # FIXME: race_state already contains scenario but it is not update with scenario$instances - scenario) + +race_wrapper_helper <- function(race_state, configurations, instance_idx, bounds, + is_exe, scenario) { - # Experiment list to execute experiments <- createExperimentList(configurations, parameters = scenario$parameters, instances = scenario$instances, @@ -77,17 +70,59 @@ race_wrapper <- function(race_state, configurations, instance_idx, bounds, seeds = race_state$instances_log[["seed"]][instance_idx], bounds = bounds) - target_output <- vector("list", length(experiments)) - # Execute commands - if (length(which_exps)) - target_output[which_exps] <- execute_experiments(race_state, experiments[which_exps], scenario) + irace.assert(length(is_exe) == length(experiments)) + instance_idx <- rep(instance_idx, each = nrow(configurations)) + if (race_state$recovery_mode) { + # With targetEvaluator or if everything is executed, we recover everything. + if (!is.null(scenario$targetEvaluator) || all(is_exe)) { + configuration_id <- unlist_element(experiments, "id_configuration") + target_output <- race_state$recover_output(instance_idx, configuration_id) + } else { + irace.assert(any(is_exe)) + configuration_id <- unlist_element(experiments[is_exe], "id_configuration") + target_output <- race_state$recover_output(instance_idx[is_exe], configuration_id) + } + } else { # !recovery_mode + # We cannot let targetRunner or targetEvaluator modify our random seed, so we save it. + withr::local_preserve_seed() + target_output <- vector("list", length(experiments)) + # Execute experiments for which is_exe is TRUE: + if (any(is_exe)) + target_output[is_exe] <- execute_experiments(race_state, experiments[is_exe], scenario) - # targetEvaluator may be NULL. If so, target_output must contain the right - # output already. Otherwise, targetEvaluator always re-evaluates. - if (!is.null(scenario$targetEvaluator)) - target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output, - configurations_id = configurations[[".ID."]]) - + # If targetEvaluator is NULL, then target_output must contain the right + # output already. Otherwise, targetEvaluator considers all experiments. + if (!is.null(scenario$targetEvaluator)) { + target_output <- execute_evaluator(race_state$target_evaluator, experiments, scenario, target_output, + configurations_id = configurations[[".ID."]]) + } else if (any(!is_exe)) { + experiments <- experiments[is_exe] + instance_idx <- instance_idx[is_exe] + } + withr::local_options(warn=2) + target_output <- rbindlist(target_output, fill=TRUE, use.names=TRUE) + set(target_output, j = setdiff(colnames(target_output), c("cost", "time")), value = NULL) + if ("time" %notin% colnames(target_output)) + set(target_output, j = "time", value = NA) + set(target_output, j = "configuration", value = unlist_element(experiments, "id_configuration")) + set(target_output, j = "instance", value = instance_idx) + if (!is.null(bounds)) + set(target_output, j = "bound", value = unlist_element(experiments, "bound")) + } + target_output +} + +## Executes a list of configurations in a particular instance +## configurations: description having the id of the configuration +## instance.idx: index of the instance,seed pair in race_state$instances_log +## bounds: execution bounds (NULL if not needed). +## is_exe: Boolean vector that determines which experiments need to executed. +race_wrapper <- function(race_state, configurations, instance_idx, bounds, + is_exe, scenario) +{ + target_output <- race_wrapper_helper(race_state, configurations, instance_idx, + bounds, is_exe, scenario) + race_state$update_race_experiment_log(target_output, scenario) target_output } @@ -542,8 +577,8 @@ generateTimeMatrix <- function(elite_ids, experiment_log) experiment_log <- experiment_log[(configuration %in% elite_ids) & !is.na(time), c("configuration", "instance", "time", "bound")] experiment_log[, time := pmin.int(time, bound)] - time_matrix <- dcast(experiment_log[ , -"bound"], instance ~ configuration, - value.var = "time") + experiment_log[, bound := NULL] + time_matrix <- dcast(experiment_log, instance ~ configuration, value.var = "time") setcolorder(time_matrix, neworder = as.character(elite_ids)) as.matrix(time_matrix, rownames = "instance") } @@ -574,7 +609,6 @@ elitist_race <- function(race_state, maxExp, elitist <- scenario$elitist capping <- scenario$capping n_configurations <- nrow(configurations) - experiment_log <- data.table(instance=integer(0), configuration=integer(0), time=numeric(0), bound=numeric(0)) alive <- rep_len(TRUE, n_configurations) is_rejected <- logical(n_configurations) @@ -679,25 +713,23 @@ elitist_race <- function(race_state, maxExp, # which_exe values are within 1:nbConfigurations, whereas experiments # indices are within 1:length(which_alive). The following line converts # from one to the other. - which_exps = seq_along(which_elites), scenario = scenario) + is_exe = rep_len(TRUE, n_elite), scenario = scenario) # Extract results: # FIXME: check what would happen in case of having the target evaluator # MANUEL: Note how similar is this to what we do in do.experiments(), # perhaps we can create a function that takes output and experiment_log # and returns experiment_log. # LESLIE: Yes you are right, Ill do it once we figure out the rest! - vcost <- unlist(lapply(output, "[[", "cost")) - irace.assert(length(vcost) == n_elite) - vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - Results[k, seq_len(n_elite)] <- vcost - vtimes <- unlist(lapply(output, "[[", "time")) + irace.assert(length(output[["cost"]]) == n_elite) + Results[k, seq_len(n_elite)] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) + vtimes <- output[["time"]] irace.assert(length(vtimes) == n_elite) - experimentsTime[k, which_elites] <- vtimes # capping is enabled - experiment_log <- update_experiment_log(experiment_log, - instance=race_instances[k], - configuration = configurations[[".ID."]][which_elites], - time = vtimes, bound = scenario$boundMax) - experiments_used <- experiments_used + n_elite + irace.assert(!anyNA(vtimes)) + experimentsTime[k, which_elites] <- output[["time"]] # capping is enabled + irace.assert(all.equal(configurations[[".ID."]][which_elites], output[["configuration"]])) + irace.assert(all.equal(output[["bound"]], rep(scenario$boundMax, n_elite))) + irace.assert(all.equal(unique(output[["instance"]]), race_instances[k])) + experiments_used <- experiments_used + n_elite # We remove elite configurations that are rejected given that # is not possible to calculate the bounds. @@ -853,22 +885,16 @@ elitist_race <- function(race_state, maxExp, instance_idx = race_instances[current_task], # FIXME: What if we already have a bound for this instance? bounds = rep(scenario$boundMax, length(which_elite_exe)), - # MANUEL: How does this work for target-evaluator? - # We are telling race_wrapper that only some elites are alive! - which_exps = seq_along(which_elite_exe), - scenario = scenario) + is_exe = rep_len(TRUE, length(which_elite_exe)), scenario = scenario) # Extract results - vcost <- unlist(lapply(output, "[[", "cost")) - irace.assert(length(vcost) == length(which_elite_exe)) - vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - Results[current_task, which_elite_exe] <- vcost - vtimes <- unlist(lapply(output, "[[", "time")) + irace.assert(length(output[["cost"]]) == length(which_elite_exe)) + Results[current_task, which_elite_exe] <- applyPAR(output[["cost"]], boundMax = scenario$boundMax, boundPar = scenario$boundPar) + vtimes <- output[["time"]] irace.assert(length(vtimes) == length(which_elite_exe)) + irace.assert(!anyNA(vtimes)) + irace.assert(all.equal(configurations[which_elite_exe, ".ID."], output[["configuration"]])) experimentsTime[current_task, which_elite_exe] <- vtimes - experiment_log <- update_experiment_log(experiment_log, - instance = race_instances[current_task], - configuration = configurations[which_elite_exe, ".ID."], - time = vtimes, bound = scenario$boundMax) + irace.assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_elite_exe) # We remove elite configurations that are rejected given that @@ -920,7 +946,6 @@ elitist_race <- function(race_state, maxExp, next } } - all_bounds <- final_execution_bound(experimentsTime, elites = which(is_elite > 0L), current_task, which_alive, @@ -936,50 +961,44 @@ elitist_race <- function(race_state, maxExp, output <- race_wrapper(race_state, configurations = configurations[which_alive, , drop = FALSE], instance_idx = race_instances[current_task], bounds = final_bounds, - which_exps = which(which_alive %in% which_exe), + is_exe = which_alive %in% which_exe, scenario = scenario) - # Extract results - vcost <- unlist(lapply(output, "[[", "cost")) # Set max execution bound to timed out executions which have execution # times smaller than boundMax and implement parX if required. + vcost <- output[["cost"]] + # Output is not indexed in the same way as configurations. + which_has_time <- which(which_alive %in% which_exe) if (capping) { vcost <- applyPAR(vcost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) if (scenario$boundAsTimeout) { - timeout_bounds <- if (is.null(scenario$targetEvaluator)) - final_bounds[which(which_alive %in% which_exe)] + timeout_bounds <- if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] else final_bounds + irace.assert(all.equal(output[["bound"]], timeout_bounds)) # We do not want to change Inf or -Inf because those represent rejection. vcost[is.finite(vcost) & (vcost >= timeout_bounds) & (vcost < scenario$boundMax)] <- scenario$boundMax } - } - ## Currently, targetEvaluator always re-evaluates, which implies that the - ## value may change without counting as an evaluation. We do this to allow online normalization. - which_exps <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive - irace.assert(length(vcost) == length(which_exps)) - Results[current_task, which_exps] <- vcost - # Output is not indexed in the same way as configurations. - which_exps <- which(which_alive %in% which_exe) - irace.assert(length(which_exps) == length(which_exe)) - vtimes <- unlist(lapply(output[which_exps], "[[", "time")) - final_bounds <- final_bounds[which_exps] - irace.assert(length(vtimes) == length(which_exps)) - if (capping) { + # If targetEvaluator was used, we do not update the times because no + # evaluation actually happened, only the cost values possibly changed. + vtimes <- if (is.null(scenario$targetEvaluator)) output[["time"]] else output[["time"]][which_has_time] + irace.assert(length(which_has_time) == length(which_exe)) + irace.assert(length(vtimes) == length(which_has_time)) # Correct higher execution times. - experimentsTime[current_task, which_exps] <- pmin(vtimes, final_bounds) + irace.assert(all.equal(if (is.null(scenario$targetEvaluator)) output[["bound"]] else output[["bound"]][which_has_time], final_bounds[which_has_time])) + experimentsTime[current_task, which_has_time] <- pmin(vtimes, final_bounds[which_has_time]) } - experiment_log <- update_experiment_log(experiment_log, - instance = race_instances[current_task], - configuration = configurations[which_exe, ".ID."], - # FIXME: Do not store a column bounds if bounds are NULL. - time = vtimes, bound = if (is.null(final_bounds)) NA_real_ else final_bounds) + ## Currently, targetEvaluator always re-evaluates, which implies that the + ## value may change without counting as an evaluation. We do this to allow online normalization. + which_has_cost <- if (is.null(scenario$targetEvaluator)) which_exe else which_alive + irace.assert(all.equal(configurations[[".ID."]][which_has_cost], output[["configuration"]])) + irace.assert(length(output[["cost"]]) == length(which_has_cost)) + Results[current_task, which_has_cost] <- vcost - irace.assert(anyDuplicated(experiment_log[, c("instance", "configuration")]) == 0L, - eval_after = { - print(experiment_log) - print(mget(ls())) - }) + # With !is.null(scenario$targetEvaluator) we will have duplicated (instance, configuration) in output. + irace.assert(all.equal(output[["bound"]], if (is.null(scenario$targetEvaluator)) final_bounds[which_has_time] + else final_bounds)) + irace.assert(all.equal(unique(output[["instance"]]), race_instances[current_task])) experiments_used <- experiments_used + length(which_exe) # We update the elites that have been executed. is_elite <- update_is_elite(is_elite, which_elite_exe) @@ -1015,7 +1034,7 @@ elitist_race <- function(race_state, maxExp, # The second condition can be false if we eliminated via immediate # rejection. The third condition ensures that we see the block before capping. if (capping && sum(alive) > minSurvival && (current_task %% blockSize) == 0L) { - irace.assert(!any(is_elite > 0) == (current_task >= elite_safe)) + irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) cap.alive <- dom_elim(Results[seq_len(current_task), , drop = FALSE], # Get current elite configurations. elites = which(is_elite > 0L), @@ -1105,8 +1124,8 @@ elitist_race <- function(race_state, maxExp, if (elitist) { # Compute number of statistical tests without eliminations. - irace.assert(!any(is_elite > 0) == (current_task >= elite_safe)) - if (!any(is_elite > 0) + irace.assert(!any(is_elite > 0L) == (current_task >= elite_safe)) + if (!any(is_elite > 0L) && current_task > first.test && (current_task %% each.test) == 0L) { if (length(which_alive) == length(prev_alive)) { no_elimination <- no_elimination + 1L @@ -1167,16 +1186,24 @@ elitist_race <- function(race_state, maxExp, irace.note ("Memory used in race():\n") race_state$print_mem_used() } + withr::local_options(warn=2) + local_experiment_log <- race_state$reset_race_experiment_log() + # nrow(Results) may be smaller, equal or larger than current_task. - irace.assert(nrow(experiment_log) == experiments_used) + if (is.null(scenario$targetEvaluator)) { + # With targetEvaluator, we may have the recorded a new cost value but not + # counted it as an experiment used if targetRunner was not called. + # If this assert fails, use debug-level 3 to trigger the expensive check above. + irace.assert(anyDuplicated(local_experiment_log[, c("instance", "configuration")]) == 0L, + eval_after = { + print(local_experiment_log) + print(mget(ls())) + }) + irace.assert(nrow(local_experiment_log) == experiments_used) + } list(experiments = Results, - experiment_log = experiment_log, + experiment_log = local_experiment_log, experimentsUsed = experiments_used, configurations = configurations) } - -update_experiment_log <- function(experiment_log, instance, configuration, time, bound) - rbind(experiment_log, - data.table(instance = instance, configuration = configuration, time = time, bound = bound)) - diff --git a/R/race_state.R b/R/race_state.R index b45e2ef5..0afcc183 100644 --- a/R/race_state.R +++ b/R/race_state.R @@ -5,22 +5,25 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, completed = "Incomplete", elapsed = 0L, elapsed_recovered = 0L, - elite_configurations = NULL, elitist_new_instances = 0L, experiment_log = NULL, instances_log = NULL, - model = NULL, + minSurvival = NULL, next_instance = -1L, + race_experiment_log = NULL, recovery_info = NULL, + recovery_mode = FALSE, rejected_ids = NULL, rng = NULL, seed = NULL, session_info = NULL, target_evaluator = NULL, target_runner = NULL, + timeUsed = 0, + time_last_save = 0, timer = NULL, # Methods. - initialize = function(scenario, new = TRUE) { + initialize = function(scenario, new = TRUE, recover = FALSE) { self$timer <- Timer$new() self$target_runner <- if (is.function(scenario$targetRunner)) bytecompile(scenario$targetRunner) @@ -34,55 +37,115 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, else target_evaluator_default } - if (is.null(self$experiment_log)) { - self$experiment_log <- data.table(iteration=integer(0), instance=integer(0), - configuration=integer(0), time=numeric(0), bound=numeric(0)) - } - + irace.assert(new || !recover) if (new) { - seed <- scenario$seed - if (is.na(seed)) - seed <- trunc(runif(1, 1, .Machine$integer.max)) - set_random_seed(seed) - self$seed <- seed - self$rng <- get_random_seed() self$elitist_new_instances <- round_to_next_multiple(scenario$elitistNewInstances, scenario$blockSize) - } else { + # We cannot recover if we did not get to initialize self$rng. + if (recover && !is.null(self$rng)) { + restore_random_seed(self$rng) + self$recovery_mode <- TRUE + set(self$experiment_log, j = "iteration", value = NULL) + self$recovery_info <- rbindlist(c(list(self$experiment_log), self$race_experiment_log), use.names = TRUE) + # Reinitialize some state. + self$completed = "Incomplete" + self$elapsed = 0L + self$elapsed_recovered = 0L + self$experiment_log = NULL + self$next_instance = -1L + self$race_experiment_log = NULL + self$rejected_ids = NULL + self$timeUsed = 0 + self$time_last_save = 0 + # Just in case anything is still running. + self$stop_parallel() + } else { + seed <- scenario$seed + if (is.na(seed)) + seed <- trunc(runif(1, 1, .Machine$integer.max)) + set_random_seed(seed) + self$seed <- seed + self$rng <- get_random_seed() + } + } else { # !new self$elapsed_recovered <- self$elapsed restore_random_seed(self$rng) } + + if (is.null(self$experiment_log)) { + self$experiment_log <- data.table(iteration=integer(0), instance=integer(0), + configuration=integer(0), cost = numeric(0), time = numeric(0), + bound = if (is.null(scenario$boundMax)) NULL else numeric(0)) + } + if (scenario$debugLevel >= 3L) { irace.note("RNGkind: ", paste0(self$rng$rng_kind, collapse = " "), "\n", "# .Random.seed: ", paste0(self$rng$random_seed, collapse = ", "), "\n") } - # We do this here it is available even if we crash. + # We do this here, so it is available even if we crash. self$session_info <- sessionInfo() invisible(self) }, update_experiment_log = function(output, instances, configurations_id, scenario, iteration) { + irace.assert(all.equal(unique(output[["configuration"]]), configurations_id)) + irace.assert(all.equal(rep(instances, each = length(configurations_id)), + output$instance)) # Extract results - costs <- unlist(lapply(output, "[[", "cost")) - times <- unlist(lapply(output, "[[", "time")) - if (scenario$capping) - costs <- applyPAR(costs, boundMax = scenario$boundMax, boundPar = scenario$boundPar) + set(output, j = "iteration", value = iteration) + if (!is.null(scenario$boundMax)) + set(output, j = "bound", value = scenario$boundMax) + self$experiment_log <- rbindlist(list(self$experiment_log, output), use.names=TRUE) - self$experiment_log <- rbind(self$experiment_log, - data.table(iteration = iteration, instance = rep(instances, each = length(configurations_id)), - configuration = rep(configurations_id, times = length(instances)), - time = times, bound = if (is.null(scenario$boundMax)) NA else scenario$boundMax)) + cost <- output[["cost"]] + if (scenario$capping) + cost <- applyPAR(cost, boundMax = scenario$boundMax, boundPar = scenario$boundPar) - matrix(costs, nrow = length(instances), ncol = length(configurations_id), + matrix(cost, nrow = length(instances), ncol = length(configurations_id), byrow = TRUE, dimnames = list(instances, as.character(configurations_id))) }, - - save_recovery = function(elite_configurations, model, ...) { - self$time_elapsed() - self$rng <- get_random_seed() - self$elite_configurations <- elite_configurations - self$model <- model - self$recovery_info <- list(...) + + update_race_experiment_log = function(experiment_log, scenario) { + self$race_experiment_log <- c(self$race_experiment_log, list(experiment_log)) + now <- self$timer$wallclock() + # Do not save to disk too frequently. + if (now > self$time_last_save) { + irace.note("Saving recovery info.\n") + iraceResults <- list( + scenario = scenario, + irace_version = irace_version, + state = self) + save_irace_logfile(iraceResults, logfile = scenario$logFile) + self$time_last_save <- now + .irace_minimum_saving_time + } + invisible() + }, + + reset_race_experiment_log = function() { + res <- rbindlist(self$race_experiment_log, use.names=TRUE) + self$race_experiment_log <- NULL + res + }, + + recover_output = function(instance_idx, configuration_id) { + search <- data.table(instance = instance_idx, configuration = configuration_id) + res <- self$recovery_info[search, on = .(instance,configuration), mult="first", nomatch=NULL, which=TRUE] + irace.assert(length(res) == 0L || length(res) == nrow(search)) + if (length(res) == 0L) { + irace.note("Cannot find the following in recovery info:") + print(search[!self$recovery_info, on = .(instance,configuration)]) + irace.error("Recovery terminated.") + } + # Get the rows. + output <- self$recovery_info[res] + # Delete those rows. + self$recovery_info <- self$recovery_info[-res] + if (nrow(self$recovery_info) == 0L) { + irace.note("Recovery completed.\n") + self$recovery_mode <- FALSE + self$recovery_info <- NULL + } + output }, update_rejected = function(rejected_ids, configurations) { @@ -91,19 +154,6 @@ RaceState <- R6Class("RaceState", lock_class = TRUE, configurations[configurations[[".ID."]] %in% rejected_ids, , drop = FALSE] }, - recover = function(scenario) { - self$initialize(scenario, new = FALSE) - restore_random_seed(self$rng) - envir <- parent.frame() - # FIXME: This is a bit annoying, it would be better to keep these within RaceState all the time. - for (name in setdiff(names(formals(self$save_recovery)), "...")) - assign(name, self[[name]], envir = envir) - for (name in names(self$recovery_info)) - assign(name, self$recovery_info[[name]], envir = envir) - self$stop_parallel() - invisible(self) - }, - time_elapsed = function() { self$elapsed <- self$timer$elapsed() + self$elapsed_recovered self$elapsed diff --git a/R/utils.R b/R/utils.R index 1df4f730..17711902 100644 --- a/R/utils.R +++ b/R/utils.R @@ -576,8 +576,6 @@ has_testing_data <- function(iraceResults) do_nothing <- function(...) invisible() -.irace_tolerance <- sqrt(.Machine$double.eps) - seq_nrow <- function(x) seq_len(nrow(x)) clamp <- function(x, lower, upper) pmax.int(lower, pmin.int(x, upper)) @@ -606,3 +604,7 @@ vlast <- function(x) # between machines. runif_integer <- function(size) sample.int(min(2147483647L, .Machine$integer.max), size = size, replace = TRUE) + +unlist_element <- function(x, element) + unlist(lapply(x, "[[", element, exact=TRUE), recursive=FALSE, use.names=FALSE) + diff --git a/inst/exdata/sann.rda b/inst/exdata/sann.rda index e9838b8bb28050baab6de9322bdf85130e874b5f..0d8acdab94472233107ea574b6f825e74f753bf1 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