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start.R
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start.R
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#!/usr/bin/env Rscript
# | (C) 2006-2023 Potsdam Institute for Climate Impact Research (PIK)
# | authors, and contributors see CITATION.cff file. This file is part
# | of REMIND and licensed under AGPL-3.0-or-later. Under Section 7 of
# | AGPL-3.0, you are granted additional permissions described in the
# | REMIND License Exception, version 1.0 (see LICENSE file).
# | Contact: [email protected]
library(gms)
library(dplyr, warn.conflicts = FALSE)
library(lucode2)
require(stringr, quietly = TRUE)
helpText <- "
#' Rscript start.R [options] [file]
#'
#' Without [file] argument starts a single REMIND run using the settings from
#' config/default.cfg` and `main.gms`.
#'
#' [file] must be a scenario config .csv file (usually in the config/
#' directory). Using this will start all REMIND runs specified by
#' \"start = 1\" in that file (check the startgroup option to start a specific
#' group).
#'
#' --help, -h: show this help text and exit
#' --debug, -d: start a debug run with cm_nash_mode = debug
#' --gamscompile, -g: compile gms of all selected runs. Combined with
#' --interactive, it stops in case of compilation errors,
#' allowing the user to fix them and rerun gamscompile;
#' combined with --restart, existing runs can be checked.
#' --interactive, -i: interactively select config file and run(s) to be
#' started
#' --quick, -q: starting one fast REMIND run with one region, one
#' iteration and reduced convergence criteria for testing
#' the full model.
#' --reprepare, -R: rewrite full.gms and restart run
#' --restart, -r: interactively restart run(s)
#' --test, -t: test scenario configuration without starting the runs
#' --testOneRegi, -1: starting the REMIND run(s) in testOneRegi mode
#' startgroup=MYGROUP when reading a scenario config .csv file, don't start
#' everything specified by \"start = 1\", instead start everything
#' specified by \"start = MYGROUP\". Use startgroup=* to start all.
#' titletag=MYTAG append \"-MYTAG\" to all titles of all runs that are started
#' slurmConfig=CONFIG use the provided CONFIG as slurmConfig: a string, or an integer <= 16
#' to select one of the options shown when running './start.R -t'.
#' CONFIG is used only for scenarios where no slurmConfig
#' is specified in the scenario config csv file, or
#' for all scenarios if --debug, --quick or --testOneRegi is used.
#'
#' You can combine --reprepare with --debug, --testOneRegi or --quick and the
#' selected folders will be restarted using these settings. Afterwards,
#' using --reprepare alone will restart the runs using their original
#' settings.
"
# Source everything from scripts/start so that all functions are available everywhere
invisible(sapply(list.files("scripts/start", pattern = "\\.R$", full.names = TRUE), source))
# define arguments that are accepted
acceptedFlags <- c("0" = "--reset", "1" = "--testOneRegi", d = "--debug", g = "--gamscompile", i = "--interactive",
r = "--restart", R = "--reprepare", t = "--test", h = "--help", q = "--quick")
startgroup <- "1"
flags <- lucode2::readArgs("startgroup", "titletag", "slurmConfig", .flags = acceptedFlags, .silent = TRUE)
if (exists("slurmConfig") && slurmConfig %in% paste(seq(1:16))) {
slurmConfig <- choose_slurmConfig(identifier = slurmConfig)
}
# initialize config.file
config.file <- NULL
# load command-line arguments
if(!exists("argv")) argv <- commandArgs(trailingOnly = TRUE)
argv <- argv[! grepl("^-", argv) & ! grepl("=", argv)]
# check if user provided any unknown arguments or config files that do not exist
if (length(argv) == 1) {
config.file <- argv
if (! file.exists(config.file)) config.file <- file.path("config", argv)
if (! file.exists(config.file)) config.file <- file.path("config", paste0("scenario_config_", argv, ".csv"))
if (! file.exists(config.file)) stop("Unknown parameter provided: ", paste(argv, collapse = ", "))
} else if (length(argv) > 1) {
stop("You provided more than one file or other command line argument, start.R can only handle one: ",
paste(argv, collapse = ", "))
}
if ("--help" %in% flags) {
message(gsub("#' ?", '', helpText))
q()
}
if ("--reset" %in% flags) {
message("The flag --reset does nothing anymore.")
q()
}
if (any(c("--testOneRegi", "--debug", "--quick") %in% flags) & "--restart" %in% flags & ! "--reprepare" %in% flags) {
message("\nIt is impossible to combine --restart with --debug, --quick or --testOneRegi because full.gms has to be rewritten.\n",
"If this is what you want, use --reprepare instead, or answer with y:")
if (gms::getLine() %in% c("Y", "y")) flags <- c(flags, "--reprepare")
}
ensureRequirementsInstalled()
if ( 'TRUE' != Sys.getenv('ignoreRenvUpdates')
&& !getOption("autoRenvUpdates", FALSE)
&& !is.null(piamenv::showUpdates())) {
message("Consider updating with `piamenv::updateRenv()`.")
Sys.sleep(1)
}
# initialize madrat settings
invisible(madrat::getConfig(verbose = FALSE))
errorsfound <- 0 # counts ignored errors in --test mode
startedRuns <- 0
waitingRuns <- 0
modeltestRunsUsed <- 0
###################### Choose submission type #########################
testOneRegi_region <- ""
# Save whether model is locked before runs are started
model_was_locked <- if (exists("is_model_locked")) is_model_locked() else file.exists(".lock")
# Restart REMIND in existing results folder (if required by user)
if (any(c("--reprepare", "--restart") %in% flags)) {
# choose results folder from list
searchforfile <- if ("--reprepare" %in% flags) "config.Rdata" else "full.gms"
possibledirs <- basename(dirname(Sys.glob(file.path("output", "*", searchforfile))))
# DK: The following outcommented lines are specially made for listing results of coupled runs
# runs <- lucode2::findCoupledruns("./output/")
# possibledirs <- sub("./output/", "", lucode2::findIterations(runs, modelpath = "./output", latest = TRUE))
outputdirs <- gms::chooseFromList(sort(unique(possibledirs)), returnBoolean = FALSE,
type = paste0("runs to be re", ifelse("--reprepare" %in% flags, "prepared", "started")))
if ("--gamscompile" %in% flags) {
for (outputdir in outputdirs) {
load(file.path("output", outputdir, "config.Rdata"))
if (file.exists(file.path("output", outputdir, "main.gms"))) {
gcresult <- runGamsCompile(file.path("output", outputdir, "main.gms"), cfg, interactive = "--interactive" %in% flags)
errorsfound <- errorsfound + ! gcresult
startedRuns <- startedRuns + 1
} else {
message(file.path("output", outputdir, "main.gms"), " not found. Skipping this folder.")
}
}
} else {
message("\nAlso restart subsequent runs? Enter y, else leave empty:")
restart_subsequent_runs <- gms::getLine() %in% c("Y", "y")
if ("--testOneRegi" %in% flags) testOneRegi_region <- selectTestOneRegiRegion()
filestomove <- c("abort.gdx" = "abort_beforeRestart.gdx",
"non_optimal.gdx" = "non_optimal_beforeRestart.gdx",
"log.txt" = "log_beforeRestart.txt",
"full.lst" = "full_beforeRestart.lst",
if ("--reprepare" %in% flags) c("full.gms" = "full_beforeRestart.gms",
"fulldata.gdx" = "fulldata_beforeRestart.gdx")
)
message("\n", paste(names(filestomove), collapse = ", "), " will be moved and get a postfix '_beforeRestart'.\n")
if(! exists("slurmConfig")) {
slurmConfig <- choose_slurmConfig(flags = flags)
}
if ("--quick" %in% flags && ! slurmConfig == "direct") slurmConfig <- combine_slurmConfig(slurmConfig, "--time=60")
message()
for (outputdir in outputdirs) {
message("Restarting ", outputdir)
load(file.path("output", outputdir, "config.Rdata")) # read config.Rdata from results folder
cfg$restart_subsequent_runs <- restart_subsequent_runs
# for debug, testOneRegi, quick: save original settings to cfg$backup; restore them from there if not set.
if ("--debug" %in% flags) {
if (is.null(cfg[["backup"]][["cm_nash_mode"]])) cfg$backup$cm_nash_mode <- cfg$gms$cm_nash_mode
cfg$gms$cm_nash_mode <- "debug"
} else {
if (! is.null(cfg[["backup"]][["cm_nash_mode"]])) cfg$gms$cm_nash_mode <- cfg$backup$cm_nash_mode
}
cfg$gms$cm_quick_mode <- if ("--quick" %in% flags) "on" else "off"
if (any(c("--quick", "--testOneRegi") %in% flags)) {
if (is.null(cfg[["backup"]][["optimization"]])) cfg$backup$optimization <- cfg$gms$optimization
cfg$gms$optimization <- "testOneRegi"
if (testOneRegi_region != "") cfg$gms$c_testOneRegi_region <- testOneRegi_region
} else {
if (! is.null(cfg[["backup"]][["optimization"]])) cfg$gms$optimization <- cfg$backup$optimization
}
if ("--quick" %in% flags) {
if (is.null(cfg[["backup"]][["cm_iteration_max"]])) cfg$backup$cm_iteration_max <- cfg$gms$cm_iteration_max
cfg$gms$cm_iteration_max <- 1
} else {
if (! is.null(cfg[["backup"]][["cm_iteration_max"]])) cfg$gms$cm_iteration_max <- cfg$backup$cm_iteration_max
}
if (! "--test" %in% flags) {
filestomove_exists <- file.exists(file.path("output", outputdir, names(filestomove)))
file.rename(file.path("output", outputdir, names(filestomove[filestomove_exists])),
file.path("output", outputdir, filestomove[filestomove_exists]))
}
cfg$slurmConfig <- combine_slurmConfig(cfg$slurmConfig, slurmConfig) # update the slurmConfig setting to what the user just chose
cfg$remind_folder <- getwd() # overwrite remind_folder: run to be restarted may have been moved from other repository
cfg$results_folder <- paste0("output/",outputdir) # overwrite results_folder in cfg with name of the folder the user wants to restart, because user might have renamed the folder before restarting
save(cfg,file=paste0("output/",outputdir,"/config.Rdata"))
startedRuns <- startedRuns + 1
if (! '--test' %in% flags) {
submit(cfg, restart = TRUE)
} else {
message(" If this wasn't --test mode, I would have restarted ", cfg$title, ".")
}
}
}
} else {
if (is.null(config.file) & "--interactive" %in% flags) {
possiblecsv <- Sys.glob(c(file.path("./config/scenario_config*.csv"), file.path("./config","*","scenario_config*.csv")))
possiblecsv <- possiblecsv[! grepl(".*scenario_config_coupled.*csv$", possiblecsv)]
config.file <- gms::chooseFromList(possiblecsv, type = "one config file", returnBoolean = FALSE, multiple = FALSE)
}
if (all(c("--testOneRegi", "--interactive") %in% flags)) testOneRegi_region <- selectTestOneRegiRegion()
###################### Load csv if provided ###########################
# If a scenario_config.csv file was provided, set cfg according to it.
if (! length(config.file) == 0) {
cat(paste("\nReading config file", config.file, "\n"))
# Read-in the switches table, use first column as row names
settings <- readCheckScenarioConfig(config.file, ".")
scenarios <- selectScenarios(settings = settings, interactive = "--interactive" %in% flags, startgroup = startgroup)
} else {
# if no csv was provided create dummy list with default/testOneRegi as the only scenario
if (any(c("--quick", "--testOneRegi") %in% flags)) {
scenarios <- data.frame("testOneRegi" = "testOneRegi", row.names = "testOneRegi")
} else {
scenarios <- data.frame("default" = "default", row.names = "default")
}
}
# Append titletag to scenario names in the scenario title and titles of reference scenarios
if (exists("titletag")) {
scenarios <- addTitletag(titletag = titletag, scenarios = scenarios)
}
###################### Loop over scenarios ###############################
# ask for slurmConfig if not specified for every run
if ("--gamscompile" %in% flags) {
slurmConfig <- "direct"
message("\nTrying to compile ", nrow(scenarios), " selected runs...")
lockID <- gms::model_lock()
}
if (! exists("slurmConfig") & (any(c("--debug", "--quick", "--testOneRegi") %in% flags)
| ! "slurmConfig" %in% names(scenarios) || any(is.na(scenarios$slurmConfig)))) {
slurmConfig <- choose_slurmConfig(flags = flags)
if ("--quick" %in% flags) slurmConfig <- combine_slurmConfig(slurmConfig, "--time=60")
if (any(c("--debug", "--quick", "--testOneRegi") %in% flags) && ! length(config.file) == 0) {
message("\nYour slurmConfig selection will overwrite the settings in your scenario_config file.")
}
}
# Modify and save cfg for all runs
for (scen in rownames(scenarios)) {
#source cfg file for each scenario to avoid duplication of gdx entries in files2export
cfg <- readDefaultConfig(".")
# Have the log output written in a file (not on the screen)
cfg$logoption <- 2
start_now <- TRUE
# testOneRegi settings
if (any(c("--quick", "--testOneRegi") %in% flags) & length(config.file) == 0) {
cfg$title <- "testOneRegi"
cfg$description <- "A REMIND run with default settings using testOneRegi"
cfg$gms$optimization <- "testOneRegi"
cfg$output <- NA
cfg$results_folder <- "output/testOneRegi"
# delete existing Results directory
cfg$force_replace <- TRUE
if (testOneRegi_region != "") cfg$gms$c_testOneRegi_region <- testOneRegi_region
}
if ("--quick" %in% flags) {
cfg$gms$cm_quick_mode <- "on"
cfg$gms$cm_iteration_max <- 1
}
if (! "--gamscompile" %in% flags || "--interactive" %in% flags) {
message("\n", if (length(config.file) == 0) cfg$title else scen)
}
# configure cfg according to settings from csv if provided
if (! length(config.file) == 0) {
cfg <- configureCfg(cfg, scen, scenarios,
verboseGamsCompile = ! "--gamscompile" %in% flags || "--interactive" %in% flags)
errorsfound <- sum(errorsfound, cfg$errorsfoundInConfigureCfg)
cfg$errorsfoundInConfigureCfg <- NULL
# set optimization mode to testOneRegi, if specified as command line argument
if (any(c("--quick", "--testOneRegi") %in% flags)) {
cfg$description <- paste("testOneRegi:", cfg$description)
cfg$gms$optimization <- "testOneRegi"
cfg$output <- NA
# overwrite slurmConfig settings provided in scenario config file with those selected by user
cfg$slurmConfig <- slurmConfig
if (testOneRegi_region != "") cfg$gms$c_testOneRegi_region <- testOneRegi_region
}
# Make sure all python requirements are installed
if (cfg$pythonEnabled == "on") {
piamenv::updatePythonVirtualEnv()
}
# Directly start runs that have a gdx file location given as path_gdx... or where this field is empty
gdx_specified <- grepl(".gdx", cfg$files2export$start[path_gdx_list], fixed = TRUE)
gdx_na <- is.na(cfg$files2export$start[path_gdx_list])
start_now <- all(gdx_specified | gdx_na)
if (start_now && (! "--gamscompile" %in% flags || "--interactive" %in% flags)) {
message(" Run can be started using ", sum(gdx_specified), " specified gdx file(s).")
if (sum(gdx_specified) > 0) message(" ", paste0(path_gdx_list[gdx_specified], ": ", cfg$files2export$start[path_gdx_list][gdx_specified], collapse = "\n "))
}
}
if ("--debug" %in% flags) {
cfg$gms$cm_nash_mode <- "debug"
cfg$slurmConfig <- slurmConfig
}
if (cfg$slurmConfig %in% c(NA, "")) {
if(! exists("slurmConfig")) slurmConfig <- choose_slurmConfig(flags = flags)
cfg$slurmConfig <- slurmConfig
}
# abort on too long paths ----
cfg$gms$cm_CES_configuration <- calculate_CES_configuration(cfg, check = TRUE)
cfg <- checkFixCfg(cfg, testmode = "--test" %in% flags)
if ("errorsfoundInCheckFixCfg" %in% names(cfg)) {
errorsfound <- errorsfound + cfg$errorsfoundInCheckFixCfg
}
# save the cfg object for the later automatic start of subsequent runs (after preceding run finished)
if (! any(c("--test", "--gamscompile") %in% flags)) {
filename <- paste0(cfg$title,".RData")
message(" Writing cfg to file ", filename)
save(cfg, file=filename)
}
startedRuns <- startedRuns + start_now
waitingRuns <- waitingRuns + 1 - start_now
if ("--test" %in% flags && start_now) {
message(" If this wasn't --test mode, I would submit ", scen, ".")
} else if ("--gamscompile" %in% flags) {
gcresult <- runGamsCompile(if (is.null(cfg$model)) "main.gms" else cfg$model, cfg, interactive = "--interactive" %in% flags)
errorsfound <- errorsfound + ! gcresult
} else if (start_now) {
if (errorsfound == 0) {
submit(cfg)
} else {
message(" Not started, as errors were found.")
}
}
# print names of runs to be waited and subsequent runs if there are any
if (! "--gamscompile" %in% flags || "--interactive" %in% flags) {
if (! start_now) {
message(" Waiting for: ", paste(unique(cfg$files2export$start[path_gdx_list][! gdx_specified & ! gdx_na]), collapse = ", "))
}
if (length(rownames(cfg$RunsUsingTHISgdxAsInput)) > 0) {
message(" Subsequent runs: ", paste(rownames(cfg$RunsUsingTHISgdxAsInput), collapse = ", "))
}
}
}
message("")
if (exists("lockID")) gms::model_unlock(lockID)
}
warnings()
message("\nFinished: ", startedRuns, " runs started. ", waitingRuns, " runs are waiting. ",
if (modeltestRunsUsed > 0) paste0(modeltestRunsUsed, " GDX files from modeltests selected."))
if ("--gamscompile" %in% flags) {
message("To investigate potential FAILs, run: less -j 4 --pattern='^\\*\\*\\*\\*' filename.lst")
} else if ("--test" %in% flags) {
message("You are in --test mode: no runs were started. ", errorsfound, " errors were identified.")
} else if (model_was_locked & (! "--restart" %in% flags | "--reprepare" %in% flags)) {
message("The model was locked before runs were started, so they will have to queue.")
}
# make sure we have a non-zero exit status if there were any errors
if (0 < errorsfound) {
stop(errorsfound, " errors were identified, check logs above for details.")
}