From 2abba7b3378422c3acf8d450d7923045f582840f Mon Sep 17 00:00:00 2001 From: mitchellmanware Date: Wed, 25 Sep 2024 11:02:05 -0400 Subject: [PATCH 01/44] common R libraries --- .gitignore | 3 +- _targets.R | 14 +-- inst/targets/targets_calculate_predict.R | 130 +++++++++++--------- inst/targets/targets_start.R | 6 +- inst/targets/template_slurm.tmpl | 5 +- run_interactive.sh | 10 +- run_slurm.sh | 18 ++- tools/targets-old/targets_configuration.csv | 74 +---------- tools/targets-old/targets_lookup.csv | 4 +- 9 files changed, 94 insertions(+), 170 deletions(-) diff --git a/.gitignore b/.gitignore index a9617054..c27ba693 100644 --- a/.gitignore +++ b/.gitignore @@ -95,6 +95,7 @@ _targets # future batchtools outputs .future slurm_error.log +slurm/ # SLURM messages and logs **/*.err @@ -106,4 +107,4 @@ slurm_error.log /doc/ # interactive targets -targets_start.Rout \ No newline at end of file +targets_start.Rout diff --git a/_targets.R b/_targets.R index e90e0308..69c85810 100755 --- a/_targets.R +++ b/_targets.R @@ -3,18 +3,12 @@ library(tarchetypes) library(future) library(future.batchtools) library(dplyr) -library( - beethoven, - lib.loc = "/ddn/gs1/home/manwareme/R/x86_64-pc-linux-gnu-library/4.3" -) +library(beethoven, lib.loc = "/ddn/gs1/tools/set/R432/lib64/R/library") library(tidymodels) library(bonsai) -# library( -# torch, -# lib.loc = "/ddn/gs1/biotools/R/lib64/R/library" -# ) +# library(torch) -Sys.setenv("LD_LIBRARY_PATH" = paste("/ddn/gs1/biotools/R/lib64/R/customlib", Sys.getenv("LD_LIBRARY_PATH"), sep = ":")) +Sys.setenv("LD_LIBRARY_PATH" = paste("/ddn/gs1/set/R432/lib64/R/lib", Sys.getenv("LD_LIBRARY_PATH"), sep = ":")) # replacing yaml file. tar_config_set( @@ -116,7 +110,7 @@ tar_option_set( "future", "future.apply", "future.callr", "callr", "stars", "rlang", "parallelly" ), - library = c("/ddn/gs1/group/set/isong-archive/r-libs"), + library = c("/ddn/gs1/home/manwareme/R/beethoven/packages"), repository = "local", error = "abridge", memory = "transient", diff --git a/inst/targets/targets_calculate_predict.R b/inst/targets/targets_calculate_predict.R index 2fc9b3bc..2d99fa85 100644 --- a/inst/targets/targets_calculate_predict.R +++ b/inst/targets/targets_calculate_predict.R @@ -6,6 +6,14 @@ target_calculate_predict <- list( + targets::tar_target( + default_libPaths, + command = .libPaths() + ), + targets::tar_target( + default_Library, + command = .Library + ), targets::tar_target( df_pred_calc_grid, command = qs::qread( @@ -133,12 +141,12 @@ target_calculate_predict <- # # # description = "List of HMS features" # # # ) # # # , - targets::tar_target( - chr_iter_pred_features, - command = chr_iter_calc_features |> base::setdiff(c("hms", "ecoregions")), - description = "Drop HMS and ecoregions from base features" - ) - , + # targets::tar_target( + # chr_iter_pred_features, + # command = chr_iter_calc_features |> base::setdiff(c("hms", "ecoregions")), + # description = "Drop HMS and ecoregions from base features" + # ) + # , # targets::tar_target( # list_pred_split_calc_base, # command = @@ -271,24 +279,24 @@ target_calculate_predict <- # description = "NLCD feature list (all dt) (pred)" # ) # , - targets::tar_target( - list_pred_split_calc_nasa, - command = - inject_modis_par( - locs = list_pred_calc_grid_DEV[[chr_pred_calc_grid_DEV]], - injection = loadargs(file_prep_calc_args, chr_iter_calc_nasa) - ), - pattern = cross( - file_prep_calc_args, - chr_iter_calc_nasa, - chr_pred_calc_grid_DEV - ), - resources = set_slurm_resource( - ntasks = 1, ncpus = arglist_common$nthreads_nasa, memory = 8 - ), - iteration = "list", - description = "Calculate MODIS/VIIRS features with branched sublists (pred)" - ) + # targets::tar_target( + # list_pred_split_calc_nasa, + # command = + # inject_modis_par( + # locs = list_pred_calc_grid_DEV[[chr_pred_calc_grid_DEV]], + # injection = loadargs(file_prep_calc_args, chr_iter_calc_nasa) + # ), + # pattern = cross( + # file_prep_calc_args, + # chr_iter_calc_nasa, + # chr_pred_calc_grid_DEV + # ), + # resources = set_slurm_resource( + # ntasks = 1, ncpus = arglist_common$nthreads_nasa, memory = 8 + # ), + # iteration = "list", + # description = "Calculate MODIS/VIIRS features with branched sublists (pred)" + # ) # , # targets::tar_target( # name = list_pred_calc_nasa, @@ -360,43 +368,43 @@ target_calculate_predict <- # description = "data.table of GEOS-CF features (pred)" # ) # , - # # # targets::tar_target( - # # # chr_pred_calc_gmted_radii, - # # # command = c(0, 1e3, 1e4, 5e4), - # # # description = "Radii for GMTED features" - # # # ) - # # # , - # # # targets::tar_target( - # # # name = list_pred_split_calc_gmted, - # # # command = inject_gmted( - # # # locs = list_pred_calc_grid[[chr_pred_calc_grid]], - # # # variable = chr_iter_calc_gmted_vars, - # # # radii = chr_pred_calc_gmted_radii, - # # # injection = loadargs(file_prep_calc_args, "gmted") - # # # ), - # # # iteration = "list", - # # # pattern = cross( - # # # file_prep_calc_args, - # # # chr_iter_calc_gmted_vars, - # # # chr_pred_calc_grid, - # # # chr_pred_calc_gmted_radii - # # # ), - # # # resources = set_slurm_resource( - # # # ntasks = 1, - # # # ncpus = arglist_common$nthreads_gmted, - # # # memory = 8 - # # # ), - # # # description = "Calculate GMTED features with branched sublists (pred)" - # # # ) - # # # , - # # # targets::tar_target( - # # # dt_pred_calc_gmted, - # # # command = reduce_merge( - # # # reduce_list(list_pred_split_calc_gmted), - # # # "site_id" - # # # ), - # # # description = "data.table of GMTED features (pred)" - # # # ) + targets::tar_target( + chr_pred_calc_gmted_radii, + command = c(103),# 1e3, 1e4, 5e4), + description = "Radii for GMTED features" + ) + , + targets::tar_target( + name = list_pred_split_calc_gmted, + command = inject_gmted( + locs = list_pred_calc_grid_DEV[[chr_pred_calc_grid_DEV]], + variable = chr_iter_calc_gmted_vars, + radii = chr_pred_calc_gmted_radii, + injection = loadargs(file_prep_calc_args, "gmted") + ), + iteration = "list", + pattern = cross( + file_prep_calc_args, + chr_iter_calc_gmted_vars, + chr_pred_calc_grid_DEV, + chr_pred_calc_gmted_radii + ), + resources = set_slurm_resource( + ntasks = 1, + ncpus = arglist_common$nthreads_gmted, + memory = 8 + ), + description = "Calculate GMTED features with branched sublists (pred)" + ) + , + targets::tar_target( + dt_pred_calc_gmted, + command = reduce_merge( + reduce_list(list_pred_split_calc_gmted), + "site_id" + ), + description = "data.table of GMTED features (pred)" + ) # # # , # # # targets::tar_target( # # # chr_pred_calc_narrmono, diff --git a/inst/targets/targets_start.R b/inst/targets/targets_start.R index a2ecb51c..585069bc 100644 --- a/inst/targets/targets_start.R +++ b/inst/targets/targets_start.R @@ -1,8 +1,4 @@ -# load targets -library( - beethoven, - lib.loc = "/ddn/gs1/home/manwareme/R/x86_64-pc-linux-gnu-library/4.3" -) +library(beethoven, lib.loc = "/ddn/gs1/tools/set/R432/lib64/R/library") library(targets) # assume that the working directory is beethoven git repository directory # only runs after package deployment diff --git a/inst/targets/template_slurm.tmpl b/inst/targets/template_slurm.tmpl index 72405605..443a34fa 100644 --- a/inst/targets/template_slurm.tmpl +++ b/inst/targets/template_slurm.tmpl @@ -42,7 +42,7 @@ error.file = fs::path_expand(resources$error.file) ## this line can be ignored if users' environments are not restricted ## such that GDAL 3.3.3+ is equipped as default # the profile below includes environment variables to link custom build GDAL 3.8.5 -. /ddn/gs1/home/songi2/.profile +# custom build GDAL now in /ddn/gs1/tools/set/R432/lib64/R/lib ## Export value of DEBUGME environemnt var to slave # export DEBUGME=<%= Sys.getenv("DEBUGME") %> @@ -53,5 +53,4 @@ error.file = fs::path_expand(resources$error.file) ## Run R: ## we merge R output with stdout from SLURM, which gets then logged via --output option -# Rscript -e '.libPaths(c("/ddn/gs1/biotools/R/lib64/R/custompkg", "/ddn/gs1/home/songi2/r-libs", .libPaths()));batchtools::doJobCollection("<%= uri %>")' -Rscript -e '.libPaths(c("/ddn/gs1/biotools/R/lib64/R/custompkg", "/ddn/gs1/home/manwareme/R/x86_64-pc-linux-gnu-library/4.3", "/ddn/gs1/home/songi2/r-libs", .libPaths()));batchtools::doJobCollection("<%= uri %>")' +/ddn/gs1/tools/set/R432/bin/Rscript -e '.libPaths(c("/ddn/gs1/tools/set/R432/lib64/R/library"));batchtools::doJobCollection("<%= uri %>")' diff --git a/run_interactive.sh b/run_interactive.sh index d08151cb..a4b92afe 100644 --- a/run_interactive.sh +++ b/run_interactive.sh @@ -1,12 +1,8 @@ #!/bin/bash -export PATH=$PATH:/ddn/gs1/tools/cuda11.8/bin -export LD_LIBRARY_PATH=/ddn/gs1/biotools/R/lib64/R/customlib:/ddn/gs1/tools/cuda11.8/lib64:$LD_LIBRARY_PATH -if [ "$USER" != "songi2" ]; then - export R_LIBS_USER=/ddn/gs1/biotools/R/lib64/R/custompkg:/ddn/gs1/biotools/R/lib64/R/library -else - export R_LIBS_USER=/ddn/gs1/home/songi2/r-libs:$R_LIBS_USER:/ddn/gs1/biotools/R/lib64/R/library -fi +export PATH=/ddn/gs1/tools/set/R432/bin/R:/ddn/gs1/tools/cuda11.8/bin:$PATH +export LD_LIBRARY_PATH=/ddn/gs1/tools/set/R432/lib64/R/lib:/ddn/gs1/tools/cuda11.8/lib64:$LD_LIBRARY_PATH +export R_LIBS_USER=/ddn/gs1/tools/set/R432/lib64/R/library:$R_LIBS_USER # Submit the pipeline as a background process with ./run.sh # module load R # Uncomment if R is an environment module. diff --git a/run_slurm.sh b/run_slurm.sh index 51750dd2..3401c1e4 100644 --- a/run_slurm.sh +++ b/run_slurm.sh @@ -1,8 +1,8 @@ #!/bin/bash -#SBATCH --job-name=pipeline_bench -#SBATCH --output=/ddn/gs1/home/manwareme/beethoven/pipeline/pipeline_out.out -#SBATCH --error=/ddn/gs1/home/manwareme/beethoven/pipeline/pipeline_err.err +#SBATCH --job-name=beethoven +#SBATCH --output=/ddn/gs1/home/manwareme/beethoven/beethoven/slurm/output.out +#SBATCH --error=/ddn/gs1/home/manwareme/beethoven/beethoven/slurm/error.err #SBATCH --mail-type=END,FAIL #SBATCH --ntasks=1 #SBATCH --cpus-per-task=2 @@ -10,17 +10,13 @@ #SBATCH --partition=geo #SBATCH --mail-user=manwareme@nih.gov -export PATH=$PATH:/ddn/gs1/tools/cuda11.8/bin -export LD_LIBRARY_PATH=/ddn/gs1/biotools/R/lib64/R/customlib:/ddn/gs1/tools/cuda11.8/lib64:$LD_LIBRARY_PATH -if [ "$USER" != "songi2" ]; then - export R_LIBS_USER=/ddn/gs1/biotools/R/lib64/R/custompkg:$R_LIBS_USER:/ddn/gs1/biotools/R/lib64/R/library -else - export R_LIBS_USER=/ddn/gs1/home/songi2/r-libs:$R_LIBS_USER:/ddn/gs1/biotools/R/lib64/R/library -fi +export PATH=/ddn/gs1/tools/set/R432/bin/R:/ddn/gs1/tools/cuda11.8/bin:$PATH +export LD_LIBRARY_PATH=/ddn/gs1/tools/set/R432/lib64/R/lib:/ddn/gs1/tools/cuda11.8/lib64:$LD_LIBRARY_PATH +export R_LIBS_USER=/ddn/gs1/tools/set/R432/lib64/R/library:$R_LIBS_USER # modify it into the proper directory path. and output/error paths in the # # SBATCH directives # USER_PROJDIR=/ddn/gs1/home/$USER/projects USER_PROJDIR=/ddn/gs1/home/manwareme/beethoven/ -nohup nice -4 Rscript $USER_PROJDIR/beethoven/inst/targets/targets_start.R +nohup nice -4 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--git a/tools/targets-old/targets_lookup.csv b/tools/targets-old/targets_lookup.csv index a9fadc82..1cfcdb8f 100644 --- a/tools/targets-old/targets_lookup.csv +++ b/tools/targets-old/targets_lookup.csv @@ -1 +1,3 @@ -"target","description" +version https://git-lfs.github.com/spec/v1 +oid sha256:4dfd0967ceb612d6feacc355f2b17395a141f60112654202b5ccae6e4d656002 +size 23 From f0fccce8e0d9d34a03786e1e300b977d64358123 Mon Sep 17 00:00:00 2001 From: mitchellmanware Date: Mon, 30 Sep 2024 16:05:46 -0400 Subject: [PATCH 02/44] initiate development 09/30 --- _targets.R | 2 +- dev/branch/_targets.R | 238 +++++++++++++++++++++++ dev/branch/calc_spec.qs | Bin 0 -> 2027259 bytes dev/branch/crew.R | 20 ++ dev/branch/run.sh | 18 ++ inst/targets/targets_calculate_predict.R | 11 +- 6 files changed, 283 insertions(+), 6 deletions(-) create mode 100644 dev/branch/_targets.R create mode 100644 dev/branch/calc_spec.qs create mode 100644 dev/branch/crew.R create mode 100644 dev/branch/run.sh diff --git a/_targets.R b/_targets.R index 69c85810..cb147572 100755 --- a/_targets.R +++ b/_targets.R @@ -110,7 +110,7 @@ tar_option_set( "future", "future.apply", "future.callr", "callr", "stars", "rlang", "parallelly" ), - library = c("/ddn/gs1/home/manwareme/R/beethoven/packages"), + library = c("/ddn/gs1/tools/set/R432/lib64/R/library"), repository = "local", error = "abridge", memory = "transient", diff --git a/dev/branch/_targets.R b/dev/branch/_targets.R new file mode 100644 index 00000000..d402fd0d --- /dev/null +++ b/dev/branch/_targets.R @@ -0,0 +1,238 @@ +################################################################################ +##### libraries +library(targets) +library(tarchetypes) +library(crew) +library(crew.cluster) +library(beethoven) +library(dplyr) + +Sys.setenv( + "LD_LIBRARY_PATH" = paste( + "/ddn/gs1/tools/set/R432/lib64/R/lib", + Sys.getenv("LD_LIBRARY_PATH"), + sep = ":" + ) +) + +################################################################################ +##### controllers +script_lines <- paste0(" +#SBATCH --mail-type=END,FAIL +#SBATCH --mail-user=manwareme@nih.gov + +export PATH=/ddn/gs1/tools/set/R432/bin/R:/ddn/gs1/tools/cuda11.8/bin:$PATH +export LD_LIBRARY_PATH=/ddn/gs1/tools/set/R432/lib64/R/lib:/ddn/gs1/tools/cuda11.8/lib64:$LD_LIBRARY_PATH +export R_LIBS_USER=/ddn/gs1/tools/set/R432/lib64/R/library:$R_LIBS_USER + +module load /ddn/gs1/tools/set/R432/bin/R +" +) + +default_controller <- crew_controller_slurm( + name = "default_controller", + workers = 4, + seconds_idle = 30, + slurm_partition = "geo", + slurm_memory_gigabytes_per_cpu = 4, + slurm_cpus_per_task = 2, + script_lines = script_lines +) +calc_controller <- crew_controller_slurm( + name = "calc_controller", + workers = 32, + seconds_idle = 30, + slurm_partition = "geo", + slurm_memory_gigabytes_per_cpu = 4, + slurm_cpus_per_task = 2, + script_lines = script_lines +) +dt_controller <- crew_controller_slurm( + name = "dt_controller", + workers = 1, + seconds_idle = 30, + slurm_partition = "geo", + slurm_memory_gigabytes_per_cpu = 32, + slurm_cpus_per_task = 1, + script_lines = script_lines +) + +################################################################################ +##### targets options +tar_option_set( + packages = c( + "beethoven", "targets", "tarchetypes", "dplyr", + "data.table", "sf", "crew", "crew.cluster" + ), + library = c("/ddn/gs1/tools/set/R432/lib64/R/library"), + repository = "local", + error = "continue", + memory = "transient", + format = "qs", + storage = "worker", + deployment = "worker", + garbage_collection = TRUE, + seed = 202401L, + controller = crew_controller_group( + default_controller, + calc_controller, + dt_controller + ), + resources = tar_resources( + crew = tar_resources_crew( + controller = "default_controller" + ) + ) +) + +################################################################################ +##### pipeline +list( + tar_target( + sf_locs, + command = sf::read_sf( + system.file("shape/nc.shp", package = "sf") + ) + ), + tar_target( + sf_locs_sample, + command = sf::st_as_sf( + sf::st_sample(sf_locs, 100000) + ) + ), + tar_target( + sf_locs_scale, + command = cbind( + site_id = sprintf( + "A_%06d", + seq_len(nrow(sf_locs_sample)) + ), + sf_locs_sample + ) + ), + tar_target( + list_dates, + command = beethoven::split_dates( + dates = c("2018-01-01", "2022-12-31"), + n = 50 + ) + ), + tar_target( + chr_dates, + command = names(list_dates) + ), + tar_target( + list_geos, + command = beethoven::inject_geos( + locs = sf_locs_scale, + injection = list( + path = paste0( + "/ddn/gs1/group/set/Projects/NRT-AP-Model/input/geos/", + "aqc_tavg_1hr_g1440x721_v1" + ), + date = fl_dates(list_dates[[chr_dates]]), + nthreads = 1 + ) + ), + pattern = map(chr_dates), + iteration = "list", + resources = tar_resources( + crew = tar_resources_crew( + controller = "calc_controller" + ) + ) + ), + targets::tar_target( + dt_geos, + command = reduce_merge(list(reduce_list(list_geos)[[1]])), + resources = tar_resources( + crew = tar_resources_crew( + controller = "dt_controller" + ) + ) + ) + # tar_target( + # chr_narr, + # command = c("weasd", "air.sfc") + # ), + # tar_target( + # list_narr, + # command = beethoven::par_narr( + # domain = chr_narr, + # path = amadeus::download_sanitize_path( + # paste0( + # "/ddn/gs1/group/set/Projects/NRT-AP-Model/input/narr/", + # chr_narr + # ) + # ), + # date = fl_dates(list_dates[[chr_dates]]), + # locs = sf_locs_scale, + # nthreads = 1 + # ), + # pattern = cross(chr_dates, chr_narr), + # iteration = "list", + # resources = tar_resources( + # crew = tar_resources_crew( + # controller = "base_controller" + # ) + # ) + # ), + # targets::tar_target( + # dt_narr, + # command = reduce_merge( + # lapply( + # list(list_narr), + # function(x) reduce_merge(reduce_list(lapply(x, "[[", 1))) + # ), + # by = c("site_id", "time") + # ), + # resources = tar_resources( + # crew = tar_resources_crew( + # controller = "dt_controller" + # ) + # ) + # ), + # targets::tar_target( + # chr_nasa, + # command = c( + # "mod11"#, "mod06", "mod13", "mcd19_1km", "mcd19_5km", "mod09", "viirs" + # ) + # ), + # targets::tar_target( + # list_nasa, + # command = beethoven::inject_modis_par( + # locs = sf_locs_scale, + # injection = loadargs("./calc_spec.qs", chr_nasa) + # ), + # pattern = map(chr_nasa), + # iteration = "list", + # resources = tar_resources( + # crew = tar_resources_crew( + # controller = "nasa_controller" + # ) + # ) + # ), + # targets::tar_target( + # dt_nasa, + # command = reduce_merge(reduce_list(list_nasa)) + # ), + # targets::tar_target( + # dt_pred, + # command = { + # Sys.sleep(60) + # Reduce( + # post_calc_autojoin, + # list( + # dt_geos, + # dt_narr + # # dt_nasa + # ) + # ) + # }, + # resources = tar_resources( + # crew = tar_resources_crew( + # controller = "dt_controller" + # ) + # ) + # ) +) diff --git a/dev/branch/calc_spec.qs b/dev/branch/calc_spec.qs new file mode 100644 index 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