From 9e634b2f3e6e15ed75171cba3cef588361c26c5f Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Mon, 16 Dec 2024 14:48:45 +0100 Subject: [PATCH 1/9] Using future instead of pbapply. --- DESCRIPTION | 3 ++- NAMESPACE | 5 +++-- R/flipr-package.R | 3 ++- R/plausibility-class.R | 14 ++++---------- data-raw/alpha.rds | Bin 125 -> 127 bytes data-raw/df_mean.rds | Bin 3153 -> 3157 bytes data-raw/df_sd.rds | Bin 3173 -> 3180 bytes data-raw/exactness-vignette.R | 35 +++++++++++++++++----------------- data-raw/flipr-vignette.R | 1 - data-raw/pfa.rds | Bin 61763 -> 70367 bytes data-raw/pfb.rds | Bin 61763 -> 70370 bytes data-raw/pfc.rds | Bin 61769 -> 70374 bytes man/PlausibilityFunction.Rd | 6 ++++-- man/flipr-package.Rd | 1 + vignettes/exactness.Rmd | 33 ++++++++++++++++---------------- 15 files changed, 50 insertions(+), 51 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 051e9b1..a8128ad 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -35,10 +35,11 @@ Roxygen: list(markdown = TRUE) Imports: cli, dials, + furrr, + future, ggplot2, magrittr, optimParallel, - pbapply, purrr, R6, Rcpp, diff --git a/NAMESPACE b/NAMESPACE index e880ced..17b7086 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -33,8 +33,9 @@ import(ggplot2) import(rlang) importFrom(R6,R6Class) importFrom(Rcpp,sourceCpp) +importFrom(furrr,future_map) +importFrom(furrr,future_map_dbl) +importFrom(future,plan) importFrom(magrittr,"%>%") -importFrom(pbapply,pblapply) -importFrom(pbapply,pbsapply) importFrom(tibble,tibble) useDynLib(flipr, .registration = TRUE) diff --git a/R/flipr-package.R b/R/flipr-package.R index 69f31fa..dbcf81b 100644 --- a/R/flipr-package.R +++ b/R/flipr-package.R @@ -7,8 +7,9 @@ #' density-valued data. #' #' @useDynLib flipr, .registration = TRUE +#' @importFrom future plan +#' @importFrom furrr future_map future_map_dbl #' @import ggplot2 -#' @importFrom pbapply pblapply pbsapply #' @importFrom R6 R6Class #' @importFrom Rcpp sourceCpp #' @import rlang diff --git a/R/plausibility-class.R b/R/plausibility-class.R index 0537b96..1a8fa05 100644 --- a/R/plausibility-class.R +++ b/R/plausibility-class.R @@ -649,18 +649,12 @@ PlausibilityFunction <- R6::R6Class( self$grid <- grid } - cl <- NULL - if (ncores > 1) { - cl <- parallel::makeCluster(ncores) - parallel::clusterEvalQ(cl, { - library(purrr) - }) - } + # Parallelization + future::plan("future::multisession", workers = ncores) + self$grid$pvalue <- self$grid %>% purrr::array_tree(margin = 1) %>% - pbapply::pbsapply(self$get_value, cl = cl) - if (ncores > 1L) - parallel::stopCluster(cl) + furrr::future_map_dbl(self$get_value) }, #' @field seed A numeric value specifying the seed to be used. 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b/data-raw/exactness-vignette.R @@ -2,6 +2,11 @@ library(purrr) library(parallel) +library(furrr) +library(flipr) + +# Parallelization +future::plan("future::multisession", workers = availableCores()) # General setup nreps <- 1e4 @@ -16,21 +21,17 @@ sim <- map(sample.int(.Machine$integer.max, nreps, replace = TRUE), ~ { ) }) -# Cluster setup -cl <- makeCluster(detectCores(logical = FALSE)) -clusterEvalQ(cl, { - library(purrr) - library(flipr) - null_spec <- function(y, parameters) { - map(y, ~ .x - parameters) - } - stat_functions <- list(stat_t) - stat_assignments <- list(delta = 1) - nperms <- 20 - alpha <- 0.05 -}) - -alpha_estimates <- pbapply::pblapply(sim, function(.l) { +null_spec <- function(y, parameters) { + map(y, ~ .x - parameters) +} +stat_functions <- list(stat_t) +stat_assignments <- list(delta = 1) +nperms <- 20 +alpha <- 0.05 + + +# we can add a progress bar with progressr but it slows down computation +alpha_estimates <- furrr::future_map(sim, function(.l) { pf <- PlausibilityFunction$new( null_spec = null_spec, stat_functions = stat_functions, @@ -51,11 +52,11 @@ alpha_estimates <- pbapply::pblapply(sim, function(.l) { upper_bound = pv_upper_bound <= alpha, estimate = pv_estimate <= alpha ) - }, cl = cl) %>% + }, .options = furrr_options(seed = TRUE)) %>% transpose() %>% simplify_all() %>% map(mean) -stopCluster(cl) + alpha_estimates saveRDS(alpha_estimates, "data-raw/alpha.rds") diff --git a/data-raw/flipr-vignette.R b/data-raw/flipr-vignette.R index 4b7dd2b..da63de4 100644 --- a/data-raw/flipr-vignette.R +++ b/data-raw/flipr-vignette.R @@ -3,7 +3,6 @@ # Setup ------------------------------------------------------------------- library(purrr) -library(parallel) library(flipr) n1 <- 10 diff --git a/data-raw/pfa.rds b/data-raw/pfa.rds index 0c426fae28edbe2dfda135a6f200204d2a4f7bda..c145e18c885602eb276247af8050ef3fcb9809d2 100644 GIT binary patch literal 70367 zcmV)cK&ZbTiwFP!000001MGbVfLvE~=$Y*+X^VQZq*3pyUTt+*w%jdO;j*6H9Z4gt 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zBCTVwmwR4|iOmg;s3#*5@F7fd4vWQs98uLt#Ot-XUctn|S4Y${5efK#n1&?=pOn;t z(MQ>H#-h>3$)0C$xV^nG9fpNX4m2(0IN>zc+STfCb1E1!yUgSMShdt_`XlOfW^64v z!kc{Q-y#E{9;r6vUr6$7)AHLMc^^#A%lgPCY|xe)2e{ri@zG&1vgxsH)!H|2wN~rZ zqN|{z8kOW)YTs5LQ?u?znsQ!-ZrESTvnkr!jXiXbUylzF4PqxTfgL9TaqK{@rX3UVvBaYX-*&OiA7VR2V>z2 zul%Ej#h>;LCOWi;_MN+2u&KNtOUY<|#9Z#?h?U0vBu~sS9+oM(KgL>jC z&OG<-oms1qG2g*7A0g_Esf8QLIZnIYZu(Oz z#apUy0oI^@K@&2K2>iAFQAZ!M+Hy9p6fC&504h23M`vK`WEK3bwN0i|4t8nHTENCw ccrIB#_Fk+#{#G~-2Bcm81LL(`Cq9z~0LooOegFUf diff --git a/man/PlausibilityFunction.Rd b/man/PlausibilityFunction.Rd index 7676250..826fff2 100644 --- a/man/PlausibilityFunction.Rd +++ b/man/PlausibilityFunction.Rd @@ -270,8 +270,8 @@ aggregate test statistic values when non-parametric combination is used and \verb{"fisher} for now. Defaults to \code{"tippett"}.} \item{\code{pvalue_formula}}{A string specifying which formula to use for -computing the permutation p-value. Choices are either \code{probability} -(default) or \code{estimator}. The former provides p-values that lead to +computing the permutation p-value. Choices are either \code{exact} +(default), \code{upper_bound} or \code{estimate}. The former provides p-values that lead to exact hypothesis tests while the latter provides an unbiased estimate of the traditional p-value.} @@ -291,6 +291,8 @@ etc. Defaults to \code{NULL}.} \item{\code{grid}}{A tibble storing evaluations of the plausibility function on a regular centered grid of the parameter space. Defaults to \code{NULL}.} + +\item{\code{seed}}{A numeric value specifying the seed to be used. Defaults to \code{1234}.} } \if{html}{\out{}} } diff --git a/man/flipr-package.Rd b/man/flipr-package.Rd index c6098f0..00a68fa 100644 --- a/man/flipr-package.Rd +++ b/man/flipr-package.Rd @@ -33,6 +33,7 @@ Authors: Other contributors: \itemize{ \item Juliette Chiapello [contributor] + \item Manon Simonot \email{manon.simonot@univ-nantes.fr} [contributor] } } diff --git a/vignettes/exactness.Rmd b/vignettes/exactness.Rmd index e29e18a..f6b172a 100644 --- a/vignettes/exactness.Rmd +++ b/vignettes/exactness.Rmd @@ -18,6 +18,7 @@ library(ggplot2) library(purrr) library(tidyr) library(flipr) +library(furrr) load("../R/sysdata.rda") ``` @@ -233,6 +234,9 @@ model for both samples is the standard normal distribution. Sample sizes are set to $n_1 = n_2 = 5$. We draw $20$ permutations for each test. We used a significance level of $5\%$. ```{r, eval=FALSE} +# Parallelization +future::plan(multisession, workers = availableCores()) + # General setup nreps <- 1e4 n1 <- 5 @@ -246,21 +250,17 @@ sim <- map(sample.int(.Machine$integer.max, nreps, replace = TRUE), ~ { ) }) -# Cluster setup -cl <- makeCluster(detectCores(logical = FALSE)) -clusterEvalQ(cl, { - library(tidyverse) - library(flipr) - null_spec <- function(y, parameters) { - map(y, ~ .x - parameters) - } - stat_functions <- list(stat_t) - stat_assignments <- list(delta = 1) - nperms <- 20 - alpha <- 0.05 -}) - -alpha_estimates <- pbapply::pblapply(sim, function(.l) { +library(tidyverse) +null_spec <- function(y, parameters) { + map(y, ~ .x - parameters) +} +stat_functions <- list(stat_t) +stat_assignments <- list(delta = 1) +nperms <- 20 +alpha <- 0.05 + + +alpha_estimates <- furrr::future_map(sim, function(.l) { pf <- PlausibilityFunction$new( null_spec = null_spec, stat_functions = stat_functions, @@ -281,11 +281,10 @@ alpha_estimates <- pbapply::pblapply(sim, function(.l) { upper_bound = pv_upper_bound <= alpha, estimate = pv_estimate <= alpha ) - }, cl = cl) %>% + }, .options = furrr_options(seed = TRUE)) %>% transpose() %>% simplify_all() %>% map(mean) -stopCluster(cl) ``` ```{r} From 96e5d7ed24579f3e0ab2b80940410a87cf436d75 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Mon, 16 Dec 2024 16:37:00 +0100 Subject: [PATCH 2/9] Adding progress bars to parallel computation. --- DESCRIPTION | 1 + NAMESPACE | 2 ++ R/flipr-package.R | 1 + R/plausibility-class.R | 15 ++++++++++++--- data-raw/exactness-vignette.R | 18 +++++++++++++----- vignettes/exactness.Rmd | 9 ++++++++- 6 files changed, 37 insertions(+), 9 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index a8128ad..24532c4 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -40,6 +40,7 @@ Imports: ggplot2, magrittr, optimParallel, + progressr, purrr, R6, Rcpp, diff --git a/NAMESPACE b/NAMESPACE index 17b7086..b6c8240 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -37,5 +37,7 @@ importFrom(furrr,future_map) importFrom(furrr,future_map_dbl) importFrom(future,plan) importFrom(magrittr,"%>%") +importFrom(progressr,progressor) +importFrom(progressr,with_progress) importFrom(tibble,tibble) useDynLib(flipr, .registration = TRUE) diff --git a/R/flipr-package.R b/R/flipr-package.R index dbcf81b..dd5eb9f 100644 --- a/R/flipr-package.R +++ b/R/flipr-package.R @@ -10,6 +10,7 @@ #' @importFrom future plan #' @importFrom furrr future_map future_map_dbl #' @import ggplot2 +#' @importFrom progressr with_progress progressor #' @importFrom R6 R6Class #' @importFrom Rcpp sourceCpp #' @import rlang diff --git a/R/plausibility-class.R b/R/plausibility-class.R index 1a8fa05..1b1dcdc 100644 --- a/R/plausibility-class.R +++ b/R/plausibility-class.R @@ -652,9 +652,18 @@ PlausibilityFunction <- R6::R6Class( # Parallelization future::plan("future::multisession", workers = ncores) - self$grid$pvalue <- self$grid %>% - purrr::array_tree(margin = 1) %>% - furrr::future_map_dbl(self$get_value) + progressr::with_progress({ + transformed_grid <- self$grid %>% + purrr::array_tree(margin = 1) + + p <- progressr::progressor(steps = length(transformed_grid)) + + self$grid$pvalue <- transformed_grid %>% + furrr::future_map_dbl({ + p() + self$get_value + }) + }) }, #' @field seed A numeric value specifying the seed to be used. Defaults to `1234`. diff --git a/data-raw/exactness-vignette.R b/data-raw/exactness-vignette.R index 4f49406..2d579a9 100644 --- a/data-raw/exactness-vignette.R +++ b/data-raw/exactness-vignette.R @@ -30,8 +30,14 @@ nperms <- 20 alpha <- 0.05 -# we can add a progress bar with progressr but it slows down computation -alpha_estimates <- furrr::future_map(sim, function(.l) { +progressr::with_progress({ + p <- progressr::progressor(steps = length(sim) / 10) # progress bar set up + ii <- 1 + + alpha_estimates <- furrr::future_map(sim, function(.l) { + if (ii %% 10 == 0) {p()} # progress bar update + ii <<- ii + 1 + pf <- PlausibilityFunction$new( null_spec = null_spec, stat_functions = stat_functions, @@ -53,9 +59,11 @@ alpha_estimates <- furrr::future_map(sim, function(.l) { estimate = pv_estimate <= alpha ) }, .options = furrr_options(seed = TRUE)) %>% - transpose() %>% - simplify_all() %>% - map(mean) + transpose() %>% + simplify_all() %>% + map(mean) +}) + alpha_estimates diff --git a/vignettes/exactness.Rmd b/vignettes/exactness.Rmd index f6b172a..c76c2ed 100644 --- a/vignettes/exactness.Rmd +++ b/vignettes/exactness.Rmd @@ -260,7 +260,13 @@ nperms <- 20 alpha <- 0.05 -alpha_estimates <- furrr::future_map(sim, function(.l) { +progressr::with_progress({ + p <- progressr::progressor(steps = length(sim) / 10) # progress bar set up + ii <- 1 + + alpha_estimates <- furrr::future_map(sim, function(.l) { + if (ii %% 10 == 0) {p()} # progress bar update + ii <<- ii + 1 pf <- PlausibilityFunction$new( null_spec = null_spec, stat_functions = stat_functions, @@ -285,6 +291,7 @@ alpha_estimates <- furrr::future_map(sim, function(.l) { transpose() %>% simplify_all() %>% map(mean) +}) ``` ```{r} From 1f0cf67825fbfb56b92707068a461b4ccb8a7054 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Thu, 19 Dec 2024 13:32:39 +0100 Subject: [PATCH 3/9] Correction for progress bars. --- R/plausibility-class.R | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/R/plausibility-class.R b/R/plausibility-class.R index 1b1dcdc..0240b44 100644 --- a/R/plausibility-class.R +++ b/R/plausibility-class.R @@ -649,19 +649,17 @@ PlausibilityFunction <- R6::R6Class( self$grid <- grid } - # Parallelization - future::plan("future::multisession", workers = ncores) + future::plan("future::multisession", workers = ncores) # parallelization progressr::with_progress({ transformed_grid <- self$grid %>% purrr::array_tree(margin = 1) - p <- progressr::progressor(steps = length(transformed_grid)) + p <- progressr::progressor(steps = length(transformed_grid)) #progress bar set up - self$grid$pvalue <- transformed_grid %>% - furrr::future_map_dbl({ - p() - self$get_value + self$grid$pvalue <- furrr::future_map_dbl(transformed_grid, function(.l) { + p() #progress bar update + self$get_value(.l) }) }) }, From 90bb8161d2f0e78f21fb0330dd3da958043ed107 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Fri, 20 Dec 2024 09:21:13 +0100 Subject: [PATCH 4/9] Deleting parameter ncores and functions setting parallelization to let the user set it. --- DESCRIPTION | 1 - NAMESPACE | 1 - R/flipr-package.R | 1 - R/plausibility-class.R | 30 ++++++---------- R/point-estimation.R | 59 ++++++++++++++++---------------- R/viz.R | 4 +-- data-raw/flipr-vignette.R | 16 ++------- data-raw/plausibility-vignette.R | 35 +++++-------------- man/PlausibilityFunction.Rd | 10 +----- man/plot_pf.Rd | 5 +-- vignettes/plausibility.Rmd | 34 +++++------------- 11 files changed, 61 insertions(+), 135 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 24532c4..a5942ed 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -36,7 +36,6 @@ Imports: cli, dials, furrr, - future, ggplot2, magrittr, optimParallel, diff --git a/NAMESPACE b/NAMESPACE index b6c8240..21bd988 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -35,7 +35,6 @@ importFrom(R6,R6Class) importFrom(Rcpp,sourceCpp) importFrom(furrr,future_map) importFrom(furrr,future_map_dbl) -importFrom(future,plan) importFrom(magrittr,"%>%") importFrom(progressr,progressor) importFrom(progressr,with_progress) diff --git a/R/flipr-package.R b/R/flipr-package.R index dd5eb9f..6c26cae 100644 --- a/R/flipr-package.R +++ b/R/flipr-package.R @@ -7,7 +7,6 @@ #' density-valued data. #' #' @useDynLib flipr, .registration = TRUE -#' @importFrom future plan #' @importFrom furrr future_map future_map_dbl #' @import ggplot2 #' @importFrom progressr with_progress progressor diff --git a/R/plausibility-class.R b/R/plausibility-class.R index 0240b44..7296a4f 100644 --- a/R/plausibility-class.R +++ b/R/plausibility-class.R @@ -371,9 +371,6 @@ PlausibilityFunction <- R6::R6Class( #' @param upper_bound A scalar or numeric vector specifying the lower bounds #' for each parameter under investigation. If it is a scalar, the value is #' used as lower bound for all parameters. Defaults to `10`. - #' @param ncores An integer specifying the number of cores to use for - #' maximizing the plausibility function to get a point estimate of the - #' parameters. Defaults to `1L`. #' @param estimate A boolean specifying whether the rough point estimate #' provided by `val` should serve as initial point for maximizing the #' plausibility function (`estimate = TRUE`) or as final point estimate @@ -401,7 +398,6 @@ PlausibilityFunction <- R6::R6Class( set_point_estimate = function(point_estimate = NULL, lower_bound = -10, upper_bound = 10, - ncores = 1L, estimate = FALSE, overwrite = FALSE) { if (!anyNA(self$point_estimate) && !overwrite) { @@ -424,8 +420,7 @@ PlausibilityFunction <- R6::R6Class( pf = self, guess = point_estimate, lower_bound = lower_bound, - upper_bound = upper_bound, - ncores = ncores + upper_bound = upper_bound ) self$point_estimate <- opt$par names(self$point_estimate) <- names(self$parameters) @@ -611,8 +606,6 @@ PlausibilityFunction <- R6::R6Class( #' #' @param grid A \code{\link[tibble]{tibble}} storing a grid that spans the #' space of parameters under investigation. - #' @param ncores An integer specifying the number of cores to run - #' evaluations in parallel. Defaults to `1L`. #' #' @examples #' x <- rnorm(10) @@ -639,7 +632,7 @@ PlausibilityFunction <- R6::R6Class( #' npoints = 2L #' ) #' pf$evaluate_grid(grid = pf$grid) - evaluate_grid = function(grid, ncores = 1L) { + evaluate_grid = function(grid) { if ("pvalue" %in% names(self$grid) && is_equal(grid, self$grid)) { abort("The current grid has already been evaluated.") } @@ -649,19 +642,16 @@ PlausibilityFunction <- R6::R6Class( self$grid <- grid } - future::plan("future::multisession", workers = ncores) # parallelization + transformed_grid <- self$grid %>% + purrr::array_tree(margin = 1) - progressr::with_progress({ - transformed_grid <- self$grid %>% - purrr::array_tree(margin = 1) + cli::cli_alert_info("Evaluating grid.") + p <- progressr::progressor(steps = length(transformed_grid)) #progress bar set up - p <- progressr::progressor(steps = length(transformed_grid)) #progress bar set up - - self$grid$pvalue <- furrr::future_map_dbl(transformed_grid, function(.l) { - p() #progress bar update - self$get_value(.l) - }) - }) + self$grid$pvalue <- furrr::future_map_dbl(transformed_grid, function(.l) { + p() #progress bar update + self$get_value(.l) + }, .options = furrr::furrr_options(seed = TRUE)) }, #' @field seed A numeric value specifying the seed to be used. Defaults to `1234`. diff --git a/R/point-estimation.R b/R/point-estimation.R index 45d4436..282a10a 100644 --- a/R/point-estimation.R +++ b/R/point-estimation.R @@ -2,32 +2,32 @@ compute_point_estimate <- function(pf, guess = NULL, lower_bound = -10, upper_bound = 10, - ncores = 1L, verbose = FALSE) { nparams <- pf$nparams if (!is.null(guess)) { - if (ncores == 1) { - opt <- stats::optim( - par = guess, - fn = pf$get_value, - method = "L-BFGS-B", - control = list(fnscale = -1) - ) - } else { - parallel_opts <- list( - cl = parallel::makeCluster(ncores), - forward = FALSE, - loginfo = FALSE - ) + #if (ncores == 1) { + # opt <- stats::optim( + # par = guess, + # fn = pf$get_value, + # method = "L-BFGS-B", + # control = list(fnscale = -1) + # ) + #} else { + # parallel_opts <- list( + # cl = parallel::makeCluster(ncores), + # forward = FALSE, + # loginfo = FALSE + # ) + opt <- optimParallel::optimParallel( par = guess, fn = pf$get_value, - control = list(fnscale = -1), - parallel = parallel_opts + control = list(fnscale = -1)#, + #parallel = parallel_opts #here, will use default cluster ) - parallel::stopCluster(parallel_opts$cl) - } + #parallel::stopCluster(parallel_opts$cl) + #} x0 <- opt$par fval <- opt$value } else { @@ -37,15 +37,15 @@ compute_point_estimate <- function(pf, if (length(upper_bound) != nparams) abort("The number of provided upper bounds does not match the number of parameters.") - if (nparams == 1 && ncores == 1) { - opt <- stats::optimise( - f = pf$get_value, - interval = c(lower_bound, upper_bound), - maximum = TRUE - ) - x0 <- opt$maximum - fval <- opt$objective - } else { + # if (nparams == 1 && ncores == 1) { + # opt <- stats::optimise( + # f = pf$get_value, + # interval = c(lower_bound, upper_bound), + # maximum = TRUE + # ) + # x0 <- opt$maximum + # fval <- opt$objective + # } else { opt <- rgenoud::genoud( fn = pf$get_value, nvars = nparams, @@ -56,18 +56,17 @@ compute_point_estimate <- function(pf, wait.generations = 2 * nparams + 1, BFGSburnin = 2 * nparams + 1, print.level = 0, - cluster = if (ncores == 1) FALSE else ncores, + cluster = parallel::getDefaultCluster(), balance = nparams > 2 ) opt <- compute_point_estimate( pf = pf, guess = opt$par, - ncores = ncores, verbose = FALSE ) x0 <- opt$par fval <- opt$value - } + #} } if (verbose) { diff --git a/R/viz.R b/R/viz.R index 6c12950..cd1db33 100644 --- a/R/viz.R +++ b/R/viz.R @@ -10,8 +10,6 @@ #' function will be evaluated. Specifically if `K` is the number of parameters #' under investigation, the grid will be of size `(ngrid + 1)^K`. Defaults to #' `10L`. -#' @param ncores An integer specifying the number of cores to use for -#' parallelized computations. Defaults to `1L`. #' @param subtitle A string for specifying a subtitle to the plot. Defaults to #' `""` leading to no subtitle. #' @@ -42,7 +40,7 @@ #' ) #' pf$evaluate_grid(grid = pf$grid) #' plot_pf(pf) -plot_pf <- function(pf, alpha = 0.05, ngrid = 10, ncores = 1, subtitle = "") { +plot_pf <- function(pf, alpha = 0.05, ngrid = 10, subtitle = "") { if (pf$nparams > 2) abort("Only one- or two-dimensional plausibility functions can currently be plotted.") diff --git a/data-raw/flipr-vignette.R b/data-raw/flipr-vignette.R index da63de4..80bdc23 100644 --- a/data-raw/flipr-vignette.R +++ b/data-raw/flipr-vignette.R @@ -12,7 +12,6 @@ mu2 <- 4 sd1 <- 1 sd2 <- 1 nperms <- 100000 -ncores <- 6 null_spec <- function(y, parameters) { purrr::map(y, ~ .x - parameters[1]) @@ -47,10 +46,7 @@ pfa$set_grid( ) pfa$set_nperms(nperms) -pfa$evaluate_grid( - grid = pfa$grid, - ncores = ncores -) +pfa$evaluate_grid(grid = pfa$grid) saveRDS(pfa, "data-raw/pfa.rds") @@ -81,10 +77,7 @@ pfb$set_grid( ) pfb$set_nperms(nperms) -pfb$evaluate_grid( - grid = pfb$grid, - ncores = ncores -) +pfb$evaluate_grid(grid = pfb$grid) saveRDS(pfb, "data-raw/pfb.rds") @@ -115,9 +108,6 @@ pfc$set_grid( ) pfc$set_nperms(nperms) -pfc$evaluate_grid( - grid = pfc$grid, - ncores = ncores -) +pfc$evaluate_grid(grid = pfb$grid) saveRDS(pfc, "data-raw/pfc.rds") diff --git a/data-raw/plausibility-vignette.R b/data-raw/plausibility-vignette.R index 9712721..5def340 100644 --- a/data-raw/plausibility-vignette.R +++ b/data-raw/plausibility-vignette.R @@ -8,7 +8,6 @@ library(tibble) library(tidyr) library(flipr) -ncores <- 6 ngrid_in <- 10 ngrid_out <- 100 nperms <- 100000 @@ -54,18 +53,12 @@ pf$set_grid( pf$set_nperms(nperms) pf$set_alternative("two_tail") -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- rename(pf$grid, two_tail = pvalue) pf$set_alternative("left_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, left_tail = pvalue) @@ -73,10 +66,7 @@ df <- bind_rows( pf$set_alternative("right_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, right_tail = pvalue) @@ -129,18 +119,12 @@ pf$set_grid( pf$set_nperms(nperms) pf$set_alternative("two_tail") -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- rename(pf$grid, two_tail = pvalue) pf$set_alternative("left_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, left_tail = pvalue) @@ -148,10 +132,7 @@ df <- bind_rows( pf$set_alternative("right_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = ncores -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, right_tail = pvalue) @@ -207,7 +188,7 @@ pf$set_grid( parameters = pf$parameters, npoints = ngrid_in ) -pf$evaluate_grid(grid = pf$grid, ncores = ncores) +pf$evaluate_grid(grid = pf$grid) grid_in <- pf$grid pf$set_grid( parameters = pf$parameters, @@ -235,7 +216,7 @@ pf$set_grid( parameters = pf$parameters, npoints = ngrid_in ) -pf$evaluate_grid(grid = pf$grid, ncores = ncores) +pf$evaluate_grid(grid = pf$grid) grid_in <- pf$grid pf$set_grid( parameters = pf$parameters, diff --git a/man/PlausibilityFunction.Rd b/man/PlausibilityFunction.Rd index 826fff2..bdf557d 100644 --- a/man/PlausibilityFunction.Rd +++ b/man/PlausibilityFunction.Rd @@ -666,7 +666,6 @@ Change the value of the \code{point_estimate} field. point_estimate = NULL, lower_bound = -10, upper_bound = 10, - ncores = 1L, estimate = FALSE, overwrite = FALSE )}\if{html}{\out{}} @@ -686,10 +685,6 @@ used as lower bound for all parameters. Defaults to \code{-10}.} for each parameter under investigation. If it is a scalar, the value is used as lower bound for all parameters. Defaults to \code{10}.} -\item{\code{ncores}}{An integer specifying the number of cores to use for -maximizing the plausibility function to get a point estimate of the -parameters. Defaults to \code{1L}.} - \item{\code{estimate}}{A boolean specifying whether the rough point estimate provided by \code{val} should serve as initial point for maximizing the plausibility function (\code{estimate = TRUE}) or as final point estimate @@ -838,7 +833,7 @@ Updates the \code{grid} field with a \code{pvalue} column storing evaluations of the plausibility function on the regular centered grid of the parameter space. \subsection{Usage}{ -\if{html}{\out{
    }}\preformatted{PlausibilityFunction$evaluate_grid(grid, ncores = 1L)}\if{html}{\out{
    }} +\if{html}{\out{
    }}\preformatted{PlausibilityFunction$evaluate_grid(grid)}\if{html}{\out{
    }} } \subsection{Arguments}{ @@ -846,9 +841,6 @@ of the parameter space. \describe{ \item{\code{grid}}{A \code{\link[tibble]{tibble}} storing a grid that spans the space of parameters under investigation.} - -\item{\code{ncores}}{An integer specifying the number of cores to run -evaluations in parallel. Defaults to \code{1L}.} } \if{html}{\out{}} } diff --git a/man/plot_pf.Rd b/man/plot_pf.Rd index a0d0a45..510f2c7 100644 --- a/man/plot_pf.Rd +++ b/man/plot_pf.Rd @@ -4,7 +4,7 @@ \alias{plot_pf} \title{Visualization of Plausibility Functions} \usage{ -plot_pf(pf, alpha = 0.05, ngrid = 10, ncores = 1, subtitle = "") +plot_pf(pf, alpha = 0.05, ngrid = 10, subtitle = "") } \arguments{ \item{pf}{A \code{\link{PlausibilityFunction}} object.} @@ -17,9 +17,6 @@ function will be evaluated. Specifically if \code{K} is the number of parameters under investigation, the grid will be of size \code{(ngrid + 1)^K}. Defaults to \code{10L}.} -\item{ncores}{An integer specifying the number of cores to use for -parallelized computations. Defaults to \code{1L}.} - \item{subtitle}{A string for specifying a subtitle to the plot. Defaults to \code{""} leading to no subtitle.} } diff --git a/vignettes/plausibility.Rmd b/vignettes/plausibility.Rmd index c443cbc..6cd87e7 100644 --- a/vignettes/plausibility.Rmd +++ b/vignettes/plausibility.Rmd @@ -75,18 +75,12 @@ pf$set_grid( ) pf$set_alternative("two_tail") -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- rename(pf$grid, two_tail = pvalue) pf$set_alternative("left_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, left_tail = pvalue) @@ -94,10 +88,7 @@ df <- bind_rows( pf$set_alternative("right_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, right_tail = pvalue) @@ -174,18 +165,12 @@ pf$set_grid( ) pf$set_alternative("two_tail") -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- rename(pf$grid, two_tail = pvalue) pf$set_alternative("left_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, left_tail = pvalue) @@ -193,10 +178,7 @@ df <- bind_rows( pf$set_alternative("right_tail") pf$grid$pvalue <- NULL -pf$evaluate_grid( - grid = pf$grid, - ncores = 1 -) +pf$evaluate_grid(grid = pf$grid) df <- bind_rows( df, rename(pf$grid, right_tail = pvalue) @@ -301,7 +283,7 @@ pf$set_grid( parameters = pf$parameters, npoints = ngrid_in ) -pf$evaluate_grid(grid = pf$grid, ncores = 1) +pf$evaluate_grid(grid = pf$grid) grid_in <- pf$grid pf$set_grid( parameters = pf$parameters, @@ -327,7 +309,7 @@ pf$set_grid( parameters = pf$parameters, npoints = ngrid_in ) -pf$evaluate_grid(grid = pf$grid, ncores = 1) +pf$evaluate_grid(grid = pf$grid) grid_in <- pf$grid pf$set_grid( parameters = pf$parameters, From bbea7bb4bd8046ccc951714038eebebedb8a1635 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Fri, 20 Dec 2024 10:29:15 +0100 Subject: [PATCH 5/9] Adding a vignette on parallelization. --- vignettes/parallelization.Rmd | 74 +++++++++++++++++++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 vignettes/parallelization.Rmd diff --git a/vignettes/parallelization.Rmd b/vignettes/parallelization.Rmd new file mode 100644 index 0000000..69b6a74 --- /dev/null +++ b/vignettes/parallelization.Rmd @@ -0,0 +1,74 @@ +--- +title: "Parallel processing" +output: rmarkdown::html_vignette +vignette: > + %\VignetteIndexEntry{parallelization} + %\VignetteEngine{knitr::rmarkdown} + %\VignetteEncoding{UTF-8} +--- + +```{r, include = FALSE} +knitr::opts_chunk$set( + collapse = TRUE, + comment = "#>" +) +``` + +The [**flipr**](https://lmjl-alea.github.io/flipr/) package uses functions contained in the [**furrr**](https://future.futureverse.org/index.html) package for parallel processing. The setting of parallelization has to be done on the user side. We illustrate here how to achieve asynchronous evaluation. We use the [**future**](https://future.futureverse.org/index.html) package to set the plan, the **parallel** package to define a default cluster, and the [**progressr**](https://progressr.futureverse.org/index.html) package to report progress updates. + +By setting the desired number of cores, we define the number of background R sessions that will be used to evaluate expressions in parallel. This number is used to set the multisession plan with the function `future::plan()` and to define a default cluster with `parallel::setDefaultCluster()`. Then, to enable the visualization of evaluation progress, we can put the code in the `progressr::with_progress()` function, or more simply set it for all the following code with the `progressr::handlers()` function. After these settings, [**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown in this example. + +```{r setup} +library(flipr) +``` + +```{r, eval=FALSE} +ncores <- 3 +future::plan(multisession, workers = ncores) +cl <- parallel::makeCluster(ncores) +parallel::setDefaultCluster(cl) +progressr::handlers(global = TRUE) + +set.seed(1234) +x <- rnorm(10, 1, 1) +y <- rnorm(10, 4, 1) + +null_spec <- function(y, parameters) { + purrr::map(y, ~ .x - parameters[1]) +} +stat_functions <- list(stat_t) +stat_assignments <- list(delta = 1) + +pf <- PlausibilityFunction$new( + null_spec = null_spec, + stat_functions = stat_functions, + stat_assignments = stat_assignments, + x, y +) + +pf$set_point_estimate(mean(y) - mean(x), overwrite = TRUE) +pf$set_parameter_bounds( + point_estimate = pf$point_estimate, + conf_level = pf$max_conf_level +) +pf$set_grid( + parameters = pf$parameters, + npoints = 50L +) +pf$evaluate_grid(grid = pf$grid) + +parallel::stopCluster(cl) +``` + +It is good practice to shut down the workers with the `parallel::stopCluster()` function at the end of the code. + +Finally, to return to a sequential plan with no progress updates, the following code can be used. + +```{r, eval=FALSE} +future::plan(sequential) +parallel::setDefaultCluster(NULL) +progressr::handlers(global = FALSE) +``` + + + From 554d84c7fb2e41be606fbf2add334dac43a294a9 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Mon, 6 Jan 2025 09:54:52 +0100 Subject: [PATCH 6/9] Cleaning point estimation file --- R/point-estimation.R | 78 +++++++++++++++----------------------------- 1 file changed, 26 insertions(+), 52 deletions(-) diff --git a/R/point-estimation.R b/R/point-estimation.R index 282a10a..cffdcab 100644 --- a/R/point-estimation.R +++ b/R/point-estimation.R @@ -6,28 +6,12 @@ compute_point_estimate <- function(pf, nparams <- pf$nparams if (!is.null(guess)) { - #if (ncores == 1) { - # opt <- stats::optim( - # par = guess, - # fn = pf$get_value, - # method = "L-BFGS-B", - # control = list(fnscale = -1) - # ) - #} else { - # parallel_opts <- list( - # cl = parallel::makeCluster(ncores), - # forward = FALSE, - # loginfo = FALSE - # ) - - opt <- optimParallel::optimParallel( - par = guess, - fn = pf$get_value, - control = list(fnscale = -1)#, - #parallel = parallel_opts #here, will use default cluster - ) - #parallel::stopCluster(parallel_opts$cl) - #} + # uses user default cluster + opt <- optimParallel::optimParallel( + par = guess, + fn = pf$get_value, + control = list(fnscale = -1) + ) x0 <- opt$par fval <- opt$value } else { @@ -37,36 +21,26 @@ compute_point_estimate <- function(pf, if (length(upper_bound) != nparams) abort("The number of provided upper bounds does not match the number of parameters.") - # if (nparams == 1 && ncores == 1) { - # opt <- stats::optimise( - # f = pf$get_value, - # interval = c(lower_bound, upper_bound), - # maximum = TRUE - # ) - # x0 <- opt$maximum - # fval <- opt$objective - # } else { - opt <- rgenoud::genoud( - fn = pf$get_value, - nvars = nparams, - Domains = cbind(lower_bound, upper_bound), - max = TRUE, - pop.size = 20 * nparams, - max.generations = 10 * nparams, - wait.generations = 2 * nparams + 1, - BFGSburnin = 2 * nparams + 1, - print.level = 0, - cluster = parallel::getDefaultCluster(), - balance = nparams > 2 - ) - opt <- compute_point_estimate( - pf = pf, - guess = opt$par, - verbose = FALSE - ) - x0 <- opt$par - fval <- opt$value - #} + opt <- rgenoud::genoud( + fn = pf$get_value, + nvars = nparams, + Domains = cbind(lower_bound, upper_bound), + max = TRUE, + pop.size = 20 * nparams, + max.generations = 10 * nparams, + wait.generations = 2 * nparams + 1, + BFGSburnin = 2 * nparams + 1, + print.level = 0, + cluster = parallel::getDefaultCluster(), + balance = nparams > 2 + ) + opt <- compute_point_estimate( + pf = pf, + guess = opt$par, + verbose = FALSE + ) + x0 <- opt$par + fval <- opt$value } if (verbose) { From efab186352fdd6710357476fbd55184d63e20916 Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Mon, 6 Jan 2025 13:03:37 +0100 Subject: [PATCH 7/9] Benchmark computation time with parallelization. --- R/parallelization-vignette.R | 91 ++++++++++++++++++++++++++++++++ R/sysdata.rda | Bin 238664 -> 269567 bytes data-raw/build-sysdata.R | 2 + data-raw/df_parallelization.rds | Bin 0 -> 566 bytes vignettes/parallelization.Rmd | 61 +++++++++++++++++++-- 5 files changed, 151 insertions(+), 3 deletions(-) create mode 100644 R/parallelization-vignette.R create mode 100644 data-raw/df_parallelization.rds diff --git a/R/parallelization-vignette.R b/R/parallelization-vignette.R new file mode 100644 index 0000000..be3c291 --- /dev/null +++ b/R/parallelization-vignette.R @@ -0,0 +1,91 @@ +## code to prepare `parallelization-vignette` dataset goes here + +# Setup ------------------------------------------------------------------- + +library(flipr) +library(future) +library(parallel) +library(progressr) +library(tictoc) + +ngrid_in <- 50L +nperms <- 5000 +n1 <- 10 +set.seed(1234) +x <- rnorm(n1, mean = 1, sd = 1) +y <- rnorm(n1, mean = 4, sd = 1) + +null_spec <- function(y, parameters) { + purrr::map(y, ~ .x - parameters[1]) +} + +stat_functions <- list(stat_t) + +stat_assignments <- list(delta = 1) + +# Inference on the mean without parallelization -------------------------------- + +pf <- PlausibilityFunction$new( + null_spec = null_spec, + stat_functions = stat_functions, + stat_assignments = stat_assignments, + x, y +) + +pf$set_point_estimate(mean(y) - mean(x)) + +pf$set_nperms(nperms) +pf$set_parameter_bounds( + point_estimate = pf$point_estimate, + conf_level = pf$max_conf_level +) + +pf$set_grid( + parameters = pf$parameters, + npoints = ngrid_in +) + +tic() +pf$evaluate_grid(grid = pf$grid) +time_without_parallelization <- toc()$callback_msg + +# Inference on the mean with parallelization ----------------------------------- + +ncores <- 4 +plan(multisession, workers = ncores) +cl <- makeCluster(ncores) +setDefaultCluster(cl) +progressr::handlers(global = TRUE) + +pf <- PlausibilityFunction$new( + null_spec = null_spec, + stat_functions = stat_functions, + stat_assignments = stat_assignments, + x, y +) + +pf$set_point_estimate(mean(y) - mean(x)) + +pf$set_nperms(nperms) +pf$set_parameter_bounds( + point_estimate = pf$point_estimate, + conf_level = pf$max_conf_level +) + +pf$set_grid( + parameters = pf$parameters, + npoints = ngrid_in +) + +tic() +pf$evaluate_grid(grid = pf$grid) +time_with_parallelization <- toc()$callback_msg + +df_parallelization <- list( + delta = pf$grid$delta, + time_par = time_with_parallelization, + time_without_par = time_without_parallelization +) + +saveRDS(df_parallelization, "data-raw/df_parallelization.rds") + diff --git a/R/sysdata.rda b/R/sysdata.rda index b998cc9ae7c670c327c07aea9f7d1abe7bdc1322..2270f2238f4ef220f6aa09e4216297bd3df3a516 100644 GIT binary patch literal 269567 zcmagFbx>Pf7dJ|2p?HDd)?y*SiUgMy2#`R6JCp}^cWa*(4;}~-tObI*7H@I4;O;Ih 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z{|k05K6Y`V5|~C4x0<(Wv*s}e3`e22pStwm)@VTj0JxxiQnJ@W(jy?dyxq}0S)?Ez zG8tE*dFF9sGN%cbQIc&_5-~f@o9<7=>c=ZK$Uh^fi}Dza{2Y%W?=|)vp(b`0R`}A9 zNZvjlCS@v4l+ukNnQ?a8o~W+&>2Z>>PoPXdL~i)()07kzKh=&(vVH#al`oxclfXTf4D{HJxUs0Qx=oaiCnC-W5CovY ww!~*eY&^JUkL*GPv_JX%VbI=qtkguB(3dWk?`?2rE!az!{$kVXvHk7)iKG5`Po diff --git a/data-raw/build-sysdata.R b/data-raw/build-sysdata.R index b54d5a6..16f9918 100644 --- a/data-raw/build-sysdata.R +++ b/data-raw/build-sysdata.R @@ -6,11 +6,13 @@ df_mean <- readRDS("data-raw/df_mean.rds") df_sd <- readRDS("data-raw/df_sd.rds") df_fisher <- readRDS("data-raw/df_fisher.rds") df_tippett <- readRDS("data-raw/df_tippett.rds") +df_parallelization <- readRDS("data-raw/df_parallelization.rds") usethis::use_data( alpha_estimates, pfa, pfb, pfc, df_mean, df_sd, df_fisher, df_tippett, + df_parallelization, overwrite = TRUE, internal = TRUE ) diff --git a/data-raw/df_parallelization.rds b/data-raw/df_parallelization.rds new file mode 100644 index 0000000000000000000000000000000000000000..0c46cc2f2b6875f1d1caec4083659ddc1511593a GIT binary patch literal 566 zcmV-60?GX!iwFP!000001B>8dU|?WoU}0fmU}gm}8CXL@+;lA%7?^~?5)2G{Ky2*5 z5R&5*xaf@o!;Up&x&Ct;7-in9>iFa1z}TpBZ^?>34vbH8g${(Sc3|>c>vo4J+JR~9 z+p6#DxgD5=bk_?A;@w{*Ci- zPY3p+1`6@TKOHzU3qqZs?eHHo}49d?q zF1d}7tPK(lToYIeSFzbSa5F}B`Sm0_a2Ksz^jWCWf%^&L?&&kuIq-yrUa^t8;=prk z<(mgfemU@(|6^^{mUrM?86>B<(ba)ZYMI$N^DGCx?qB{zdnY*X{q@Tbci!f}pSP%C z_sQE1{P(}jObB3f5YSi}$&@YZAdu*v8nRB!L15<3!et*V9Rw~duKj7^;~>cG+vQyz z=OF0(ecIezg${x>3m3ir+u|U&)qA~@!*mD1w_kTpXJ(L@0-&Br`WPz96v($`=6h%QH(d@=Hs=;tUM`02Vo%=UD;( E0GAjUH2?qr literal 0 HcmV?d00001 diff --git a/vignettes/parallelization.Rmd b/vignettes/parallelization.Rmd index 69b6a74..7ae24ed 100644 --- a/vignettes/parallelization.Rmd +++ b/vignettes/parallelization.Rmd @@ -12,18 +12,64 @@ knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) +load("../R/sysdata.rda") +time_without_parallelization <- df_parallelization$time_without_par +time_with_parallelization <- df_parallelization$time_par ``` The [**flipr**](https://lmjl-alea.github.io/flipr/) package uses functions contained in the [**furrr**](https://future.futureverse.org/index.html) package for parallel processing. The setting of parallelization has to be done on the user side. We illustrate here how to achieve asynchronous evaluation. We use the [**future**](https://future.futureverse.org/index.html) package to set the plan, the **parallel** package to define a default cluster, and the [**progressr**](https://progressr.futureverse.org/index.html) package to report progress updates. -By setting the desired number of cores, we define the number of background R sessions that will be used to evaluate expressions in parallel. This number is used to set the multisession plan with the function `future::plan()` and to define a default cluster with `parallel::setDefaultCluster()`. Then, to enable the visualization of evaluation progress, we can put the code in the `progressr::with_progress()` function, or more simply set it for all the following code with the `progressr::handlers()` function. After these settings, [**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown in this example. - ```{r setup} library(flipr) ``` +## Computation without parallel processing + +To show the benefit of parallel processing, we compare here the processing times necessary to evaluate a grid with a plausibility function. First, here is the computation without parallelization. + +```{r, eval=FALSE} +set.seed(1234) +x <- rnorm(10, 1, 1) +y <- rnorm(10, 4, 1) + +null_spec <- function(y, parameters) { + purrr::map(y, ~ .x - parameters[1]) +} +stat_functions <- list(stat_t) +stat_assignments <- list(delta = 1) + +pf <- PlausibilityFunction$new( + null_spec = null_spec, + stat_functions = stat_functions, + stat_assignments = stat_assignments, + x, y +) + +pf$set_point_estimate(mean(y) - mean(x), overwrite = TRUE) +pf$set_parameter_bounds( + point_estimate = pf$point_estimate, + conf_level = pf$max_conf_level +) +pf$set_grid( + parameters = pf$parameters, + npoints = 50L +) + +tictoc::tic() +pf$evaluate_grid(grid = pf$grid) +time_without_parallelization <- tictoc::toc() +``` + +```{r} +time_without_parallelization +``` + +## Computation with parallel processing + +By setting the desired number of cores, we define the number of background R sessions that will be used to evaluate expressions in parallel. This number is used to set the multisession plan with the function `future::plan()` and to define a default cluster with `parallel::setDefaultCluster()`. Then, to enable the visualization of evaluation progress, we can put the code in the `progressr::with_progress()` function, or more simply set it for all the following code with the `progressr::handlers()` function. After these settings, [**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown in this example. + ```{r, eval=FALSE} -ncores <- 3 +ncores <- 4 future::plan(multisession, workers = ncores) cl <- parallel::makeCluster(ncores) parallel::setDefaultCluster(cl) @@ -55,13 +101,22 @@ pf$set_grid( parameters = pf$parameters, npoints = 50L ) + +tictoc::tic() pf$evaluate_grid(grid = pf$grid) +time_with_parallelization <- tictoc::toc() parallel::stopCluster(cl) ``` It is good practice to shut down the workers with the `parallel::stopCluster()` function at the end of the code. +```{r} +time_with_parallelization +``` + +This experiment proves that we can save a lot of computation time when using parallel processing, as we gained approximately 33 seconds in this example to evaluate the plausibility function. + Finally, to return to a sequential plan with no progress updates, the following code can be used. ```{r, eval=FALSE} From b4c5289cc1e785105b308bec61314db77a24adaa Mon Sep 17 00:00:00 2001 From: Manon Simonot Date: Mon, 6 Jan 2025 13:15:58 +0100 Subject: [PATCH 8/9] Correction in file location. --- {R => data-raw}/parallelization-vignette.R | 2 +- vignettes/parallelization.Rmd | 5 +---- 2 files changed, 2 insertions(+), 5 deletions(-) rename {R => data-raw}/parallelization-vignette.R (100%) diff --git a/R/parallelization-vignette.R b/data-raw/parallelization-vignette.R similarity index 100% rename from R/parallelization-vignette.R rename to data-raw/parallelization-vignette.R index be3c291..79c04ce 100644 --- a/R/parallelization-vignette.R +++ b/data-raw/parallelization-vignette.R @@ -2,11 +2,11 @@ # Setup ------------------------------------------------------------------- -library(flipr) library(future) library(parallel) library(progressr) library(tictoc) +library(flipr) ngrid_in <- 50L nperms <- 5000 diff --git a/vignettes/parallelization.Rmd b/vignettes/parallelization.Rmd index 7ae24ed..76a7ebb 100644 --- a/vignettes/parallelization.Rmd +++ b/vignettes/parallelization.Rmd @@ -12,6 +12,7 @@ knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) +library(flipr) load("../R/sysdata.rda") time_without_parallelization <- df_parallelization$time_without_par time_with_parallelization <- df_parallelization$time_par @@ -19,10 +20,6 @@ time_with_parallelization <- df_parallelization$time_par The [**flipr**](https://lmjl-alea.github.io/flipr/) package uses functions contained in the [**furrr**](https://future.futureverse.org/index.html) package for parallel processing. The setting of parallelization has to be done on the user side. We illustrate here how to achieve asynchronous evaluation. We use the [**future**](https://future.futureverse.org/index.html) package to set the plan, the **parallel** package to define a default cluster, and the [**progressr**](https://progressr.futureverse.org/index.html) package to report progress updates. -```{r setup} -library(flipr) -``` - ## Computation without parallel processing To show the benefit of parallel processing, we compare here the processing times necessary to evaluate a grid with a plausibility function. First, here is the computation without parallelization. From 3df3189a15ac5ff1273ab63b8492eb446610252a Mon Sep 17 00:00:00 2001 From: Aymeric Stamm Date: Mon, 6 Jan 2025 14:49:42 +0100 Subject: [PATCH 9/9] Remove export of with_progress and format vignette. --- DESCRIPTION | 2 +- NAMESPACE | 1 - R/flipr-package.R | 2 +- flipr.Rproj | 1 + vignettes/exactness.Rmd | 1 - vignettes/parallelization.Rmd | 50 ++++++++++++++++++++++++++--------- 6 files changed, 41 insertions(+), 16 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index a5942ed..582b829 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -30,7 +30,7 @@ Description: A flexible permutation framework for making data or density-valued data. License: GPL (>= 3) Encoding: UTF-8 -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.2 Roxygen: list(markdown = TRUE) Imports: cli, diff --git a/NAMESPACE b/NAMESPACE index 21bd988..3e30c48 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -37,6 +37,5 @@ importFrom(furrr,future_map) importFrom(furrr,future_map_dbl) importFrom(magrittr,"%>%") importFrom(progressr,progressor) -importFrom(progressr,with_progress) importFrom(tibble,tibble) useDynLib(flipr, .registration = TRUE) diff --git a/R/flipr-package.R b/R/flipr-package.R index 6c26cae..e9840e9 100644 --- a/R/flipr-package.R +++ b/R/flipr-package.R @@ -9,7 +9,7 @@ #' @useDynLib flipr, .registration = TRUE #' @importFrom furrr future_map future_map_dbl #' @import ggplot2 -#' @importFrom progressr with_progress progressor +#' @importFrom progressr progressor #' @importFrom R6 R6Class #' @importFrom Rcpp sourceCpp #' @import rlang diff --git a/flipr.Rproj b/flipr.Rproj index cba1b6b..a6749ed 100644 --- a/flipr.Rproj +++ b/flipr.Rproj @@ -1,4 +1,5 @@ Version: 1.0 +ProjectId: bf8dffc9-fb15-4cc1-b2cb-51260a920c79 RestoreWorkspace: No SaveWorkspace: No diff --git a/vignettes/exactness.Rmd b/vignettes/exactness.Rmd index c76c2ed..bdbee25 100644 --- a/vignettes/exactness.Rmd +++ b/vignettes/exactness.Rmd @@ -259,7 +259,6 @@ stat_assignments <- list(delta = 1) nperms <- 20 alpha <- 0.05 - progressr::with_progress({ p <- progressr::progressor(steps = length(sim) / 10) # progress bar set up ii <- 1 diff --git a/vignettes/parallelization.Rmd b/vignettes/parallelization.Rmd index 76a7ebb..646bdef 100644 --- a/vignettes/parallelization.Rmd +++ b/vignettes/parallelization.Rmd @@ -18,11 +18,28 @@ time_without_parallelization <- df_parallelization$time_without_par time_with_parallelization <- df_parallelization$time_par ``` -The [**flipr**](https://lmjl-alea.github.io/flipr/) package uses functions contained in the [**furrr**](https://future.futureverse.org/index.html) package for parallel processing. The setting of parallelization has to be done on the user side. We illustrate here how to achieve asynchronous evaluation. We use the [**future**](https://future.futureverse.org/index.html) package to set the plan, the **parallel** package to define a default cluster, and the [**progressr**](https://progressr.futureverse.org/index.html) package to report progress updates. - -## Computation without parallel processing - -To show the benefit of parallel processing, we compare here the processing times necessary to evaluate a grid with a plausibility function. First, here is the computation without parallelization. +The [**flipr**](https://lmjl-alea.github.io/flipr/) package uses functions +contained in the [**furrr**](https://future.futureverse.org/index.html) package +for parallel processing. The setting of parallelization has to be done on the +user side. We illustrate here how to achieve asynchronous evaluation. We use the +[**future**](https://future.futureverse.org/index.html) package to set the plan, +the **parallel** package to define a default cluster, and the +[**progressr**](https://progressr.futureverse.org/index.html) package to report +progress updates. + +By setting the desired number of cores, we define the number of background R +sessions that will be used to evaluate expressions in parallel. This number is +used to set the multisession plan with the function `future::plan()` and to +define a default cluster with `parallel::setDefaultCluster()`. Then, to enable +the visualization of evaluation progress, we can put the code in the +`progressr::with_progress()` function, or more simply set it for all the +following code with the `progressr::handlers()` function. After these settings, +[**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown +in this example. + +To show the benefit of parallel processing, we compare here the processing times +necessary to evaluate a grid with a plausibility function. First, here is the +computation without parallelization. ```{r, eval=FALSE} set.seed(1234) @@ -63,7 +80,15 @@ time_without_parallelization ## Computation with parallel processing -By setting the desired number of cores, we define the number of background R sessions that will be used to evaluate expressions in parallel. This number is used to set the multisession plan with the function `future::plan()` and to define a default cluster with `parallel::setDefaultCluster()`. Then, to enable the visualization of evaluation progress, we can put the code in the `progressr::with_progress()` function, or more simply set it for all the following code with the `progressr::handlers()` function. After these settings, [**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown in this example. +By setting the desired number of cores, we define the number of background R +sessions that will be used to evaluate expressions in parallel. This number is +used to set the multisession plan with the function `future::plan()` and to +define a default cluster with `parallel::setDefaultCluster()`. Then, to enable +the visualization of evaluation progress, we can put the code in the +`progressr::with_progress()` function, or more simply set it for all the +following code with the `progressr::handlers()` function. After these settings, +[**flipr**](https://lmjl-alea.github.io/flipr/) functions can be used, as shown +in this example. ```{r, eval=FALSE} ncores <- 4 @@ -106,21 +131,22 @@ time_with_parallelization <- tictoc::toc() parallel::stopCluster(cl) ``` -It is good practice to shut down the workers with the `parallel::stopCluster()` function at the end of the code. +It is good practice to shut down the workers with the `parallel::stopCluster()` +function at the end of the code. ```{r} time_with_parallelization ``` -This experiment proves that we can save a lot of computation time when using parallel processing, as we gained approximately 33 seconds in this example to evaluate the plausibility function. +This experiment proves that we can save a lot of computation time when using +parallel processing, as we gained approximately 33 seconds in this example to +evaluate the plausibility function. -Finally, to return to a sequential plan with no progress updates, the following code can be used. +Finally, to return to a sequential plan with no progress updates, the following +code can be used. ```{r, eval=FALSE} future::plan(sequential) parallel::setDefaultCluster(NULL) progressr::handlers(global = FALSE) ``` - - -