From 2ff5cb364d9e97d1ddcfe626ca448c3155c81655 Mon Sep 17 00:00:00 2001 From: choisant Date: Thu, 15 Aug 2024 12:51:18 +0200 Subject: [PATCH] Squashed commit of the following: commit 4142bafdd166990a4a4ae4724117df40d00443b3 Author: choisant Date: Thu Aug 15 12:43:01 2024 +0200 Update testing setup commit a1f0c5cc02adb0c1a5be2dc65847ffcb452a8dab Author: pglpm Date: Tue Aug 13 06:16:19 2024 +0200 fix formatting commit f869b938aeef6a7e778da5dde2d4d0049f3e5c72 Author: pglpm Date: Mon Aug 12 12:40:10 2024 +0200 update docs of some functions commit 93eb98f6ca4a9f0e0d2a831daf38457335210fdd Author: pglpm Date: Mon Aug 12 07:52:46 2024 +0200 report number of samples in inferpopulation commit 7b304df3435e4f5cdb282568957e20e4a453b637 Author: pglpm Date: Mon Aug 12 06:54:09 2024 +0200 correct reported number of dims in inferpopulation commit 11a7b7b16caf7356aafbf8402c468ec981f225cd Author: pglpm Date: Mon Aug 12 06:37:09 2024 +0200 modular-rewrite calculation of probabilities III commit ad80dd9d2e25072add53e652284e1443ec56336b Author: pglpm Date: Mon Aug 12 06:29:27 2024 +0200 modular-rewrite calculation of probabilities commit 7693f57e538d3b61e11b85fc2631800129caa8be Author: pglpm Date: Sun Aug 11 23:05:20 2024 +0200 modular-rewrite calculation of probabilities commit 1889f6903a2bed4e642bed9152c1de7f93571999 Merge: e42be40 ee8ffad Author: pglpm Date: Sat Aug 10 13:46:24 2024 +0200 general update of mutualinfo and consistency tests commit e42be4008d8bcc78db0099cf9549669dd58ef7d8 Author: pglpm Date: Sat Aug 10 13:43:10 2024 +0200 update custom tests commit 4edb7659ca85f5e0a024996499c863886ce264bb Author: pglpm Date: Sat Aug 10 13:27:14 2024 +0200 consistency-check mutualinfo() and samplesFDistribution() commit 9c5715dc8c14f7c3a35361520e87b02fa9d306d6 Author: pglpm Date: Sat Aug 10 11:12:21 2024 +0200 rewrite mutualinfo(); create correlated dataset; move files commit cbe310d59f97a3dc65f2eaf0edf472b0da49c1f4 Author: pglpm Date: Sat Aug 10 00:48:32 2024 +0200 fix bugs in samplesFdistribution() commit 5c8ba4a68758de6c9cb9257a8ed7850ae71a9c7f Author: pglpm Date: Fri Aug 9 16:16:58 2024 +0200 fix bugs in plotFsamples() commit ee8ffadf0794efa64200c941353c59d1fd4388ae Author: Aurora Date: Fri Aug 9 11:00:30 2024 +0200 Update apptainer.def Typo --- R/buildmetadata.R | 44 +- R/inferpopulation.R | 186 ++--- R/mutualinfo.R | 599 ++++------------ R/plotFsamples.R | 48 +- R/samplesFDistribution.R | 296 +------- R/util_Pcheckpoints.R | 125 +--- R/util_lprob.R | 118 ++++ R/util_tplotfunctions.R | 650 +++++++++--------- R/util_vtransform.R | 619 +++++++++-------- apptainer.def | 4 +- .../tests_SFD.R => functions_tests/testSFD.R} | 261 +------ development/functions_tests/test_mutualinfo.R | 249 +++++++ .../test_samplesFDistribution.R | 343 +++++++++ .../tests_buildauxmetadata_vtransform.R | 0 .../tests_plotFS.R | 29 +- .../data_test_custom_150.csv | 0 .../data_test_custom_30.csv | 0 .../data_test_custom_500.csv | 0 .../reference_scripts}/generateVariates.R | 0 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development/tests/custom/test_custom-vrt10_dat30_smp120/metadata.csv create mode 100644 development/tests/custom/test_custom-vrt10_dat30_smp120/plotquantiles_Fdistribution.pdf create mode 100644 development/tests/custom/test_custom-vrt10_dat30_smp120/plotsamples_Fdistribution.pdf create mode 100644 development/tests/custom/test_custom-vrt10_dat30_smp120/rng_parallelseeds.rds create mode 100644 development/tests/custom/test_custom-vrt10_dat30_smp120/rng_seed.rds create mode 100644 development/tests/tests.sh create mode 100644 development/tests/tests_to_run.txt create mode 100644 man/util_lprob.Rd diff --git a/R/buildmetadata.R b/R/buildmetadata.R index 3d6657c3..59ff1279 100644 --- a/R/buildmetadata.R +++ b/R/buildmetadata.R @@ -1,16 +1,20 @@ -#' Build preliminary metadata flie +#' Build a preliminary metadata file from a given dataset #' -#' @param data data.frame object or filepath -#' @param file string: name of output metadata file; -#' NULL: output metadata as data.frame -#' @param includevrt string or NULL: name variates in data to be included -#' @param excludevrt string or NULL: name variates in data to be excluded -#' @param addsummary2metadata Bool: also output some diagnostic statistics -#' in the metadata? -#' @param backupfiles Bool: rename previous metadata file if it exists? -#' @param verbose Bool: output heuristics for each variate, default TRUE +#' @param data A dataset, given as a \code{\link[base]{data.frame}} +#' or as a file path to a csv file. +#' @param file String: name of csv file where the metadata should be saved; +#' if `NULL`: output metadata as `VALUE`. +#' @param includevrt Character or `NULL`: name of variates in dataset to be included. +#' @param excludevrt Character or `NULL`: name of variates in dataset to be excluded. +#' @param addsummary2metadata Logical: also output some diagnostic statistics +#' in the metadata? Default `FALSE` +#' @param backupfiles Logical: rename previous metadata file if it exists? +#' Default `TRUE` +#' @param verbose Logical: output heuristics for each variate? Default `TRUE`. #' -#' @return nothing or data.table object +#' @return If `file = NULL`, a preliminary metadata file is created +#' and `VALUE` is `NULL`; +#' otherwise `VALUE` is a data.frame containing the metadata. #' #' @export buildmetadata <- function( @@ -116,7 +120,7 @@ buildmetadata <- function( ## If the values are strings, ## check whether they can be reinterpreted as numeric if(!is.numeric(unx) && - !any(is.na(suppressWarnings(as.numeric(unx))))) { + !any(is.na(suppressWarnings(as.numeric(unx))))) { x <- as.numeric(x) unx <- sort(as.numeric(unx)) } @@ -156,8 +160,8 @@ buildmetadata <- function( ljumpquantum <- gcd(ljumpsx * lmulti) / lmulti if (!( ljumpquantum / lrangex < 1e-5 || # no visible gaps between values - (ljumpquantum / lrangex < 1e-3 && - maxrep <= 100) # visible gaps, but not many value repetitions + (ljumpquantum / lrangex < 1e-3 && + maxrep <= 100) # visible gaps, but not many value repetitions )) { warninglist <- c(warninglist, paste0('\n* "', name, '" variate', @@ -196,9 +200,9 @@ buildmetadata <- function( } } else if (!is.numeric(x) && - !any(sapply(ordinalkeywords, function(keyw){ - grepl(keyw, datavalues, fixed = TRUE) - }))) { + !any(sapply(ordinalkeywords, function(keyw){ + grepl(keyw, datavalues, fixed = TRUE) + }))) { ## Nominal variate? (non-numeric values) type <- 'nominal' Nvalues <- uniquex @@ -256,7 +260,7 @@ buildmetadata <- function( #### Now we know that the variate is numeric } else if (uniquex <= 10 && - (all(x == round(x)) || jumpquantum == round(jumpquantum))) { + (all(x == round(x)) || jumpquantum == round(jumpquantum))) { ## Ordinal variate with few numeric values? type <- 'ordinal' Nvalues <- uniquex @@ -362,8 +366,8 @@ buildmetadata <- function( ## are included in the domain or not if (!( jumpquantum / rangex < 1e-5 || # no visible gaps between values - (jumpquantum / rangex < 1e-3 && - maxrep <= 100) # visible gaps, but not many value repetitions + (jumpquantum / rangex < 1e-3 && + maxrep <= 100) # visible gaps, but not many value repetitions )) { roundedflag <- TRUE ## The variate seems to have quantized differences diff --git a/R/inferpopulation.R b/R/inferpopulation.R index c0738b66..4ef2efa4 100644 --- a/R/inferpopulation.R +++ b/R/inferpopulation.R @@ -1,55 +1,61 @@ #' Monte Carlo computation of posterior distribution of population frequencies #' -#' @param data data.frame object or filepath: datapoints -#' @param metadata Either the name of the csv file containing metadata -#' of the current dataset, or a data.frame with the metadata -#' @param auxdata NULL or data.frame object or filepath: extra datapoints -#' which would be too many to use in the Monte Carlo sampling, -#' but can be used to calculate hyperparameters -#' @param outputdir String, path to output file folder ## Rename to -#' outputPrefix, also addSuffix? -#' @param nsamples Integer, nr of desired MC samples -#' @param nchains Integer, nr of MC chains -#' @param nsamplesperchain Integer, nr of MC samples per chain -#' @param parallel, logical or numeric: whether to use pre-existing parallel -#' workers, or how many to create and use -#' @param seed Integer: seed for random number generator. If left as default -#' NULL, a random seed based on the system clock is used in the -#' set.seed() function -#' @param cleanup logical, default TRUE, removes files that can be used for -#' debugging -#' @param appendtimestamp logical, default TRUE: add timestamp to name of -#' output directory -#' @param appendinfo logical, default TRUE: add some simulation information -#' to name of output directory -#' @param output if string 'directory', return the output directory name; -#' if string 'mcoutput', return the 'Fdistribution' object; -#' anything else, no output -#' @param subsampledata Numeric: use only a subsample of the datapoints in 'data' -#' @param startupMCiterations Number of initial (burn-in) MC iterations -#' @param minMCiterations Minimum number of MC iterations to be done -#' @param maxMCiterations Maximum number of MC iterations -#' @param maxhours Maximum (approximately) time in hours for MC computation -#' @param ncheckpoints NULL (default), positive integer, or Inf: -#' number of datapoints to use for stopping the sampling; -#' if NULL, equal to number of variates + 2; if Inf, use all datapoints -#' @param relerror positive real: relative error of calculated probabilities -#' with respect to their variability with new data. It is only approximate -#' @param prior logical: Calculate the prior distribution of F? -#' @param thinning If NULL, let the diagnostics decide the MC thinning; -#' if positive, use this thinning value -#' @param plottraces logical: plot MC traces of diagnostic values -#' @param showKtraces logical, when true, it saves the K parameter during -#' sampling and plots its trace and histogram at the end. Keeping it to -#' FALSE (default) saves a little computation time. -#' @param showAlphatraces logical, : when true, it saves the Alpha parameter -#' more frequently during sampling and plots its trace and histogram at -#' the end. Keeping it to FALSE (default) saves a little computation -#' time. -#' @param hyperparams list of hyperparameters (used for debugging) +#' @param data A dataset, given as a \code{\link[base]{data.frame}} +#' or as a file path to a csv file. +#' @param metadata A metadata object, given either as a data.frame object, +#' or as a file pa to a csv file. +#' @param auxdata A larger dataset, given as a data.frame +#' or as a file path to a csv file. Such a dataset +#' would be too many to use in the Monte Carlo sampling, +#' but can be used to calculate hyperparameters. +#' @param outputdir Character: path to folder where the output should be saved. +#' @param nsamples Integer: number of desired Monte Carlo samples. Default 3600. +#' @param nchains Integer: number of Monte Carlo chains. Default 60. +#' @param nsamplesperchain Integer: number of Monte Carlo samples per chain. +#' @param parallel Logical: use pre-existing parallel workers from package +#' \code{\link[doParallel]{doParallel}}. +#' Or integer: create and use that many parallel workers. +#' @param seed Integer: use this seed for the random number generator. +#' If missing or `NULL` (default), do not set the seed. +#' @param cleanup Logical: remove diagnostic files at the end of the computation? +#' Default `TRUE`. +#' @param appendtimestamp Logical: append a timestamp to the name of +#' the output directory `outputdir`? Default `TRUE`. +#' @param appendinfo Logical: append information about dataset and Monte Carlo +#' parameters to the name of the output directory `outputdir`? Default `TRUE`. +#' @param output Character: if `'directory'`, return the output directory name +#' as `VALUE`; if string `'mcoutput'`, return the `'Fdistribution'` object +#' containing the parameters obtained from the Monte Carlo computation. +#' Any other value: `VALUE` is `NULL`. +#' @param subsampledata Integer: use only a subset of this many datapoints for +#' the Monte Carlo computation. +#' @param startupMCiterations Integer: number of initial (burn-in) +#' Monte Carlo iterations. Default 3600. +#' @param minMCiterations Integer: minimum number of Monte Carlo iterations +#' to be done. Default 0. +#' @param maxMCiterations Integer: Do at most this many Monte Carlo iterations. +#' Default `Inf`. +#' @param maxhours Numeric: approximate time limit, in hours, for the +#' Monte Carlo computation to last. Default `Inf`. +#' @param ncheckpoints Integer: number of datapoints to use +#' for checking when the Monte Carlo computation should end. +#' If NULL (default), this is equal to number of variates + 2. +#' If Inf, use all datapoints. +#' @param relerror Numeric: desired maximal relative error of calculated probabilities +#' with respect to their variability with new data. +#' @param prior Logical: Calculate the prior distribution? +#' @param thinning Integer: thin out the Monte Carlo samples by this value. +#' If NULL (default): let the diagnostics decide the thinning value. +#' @param plottraces Logical: save plots of the Monte Carlo traces +#' of diagnostic values? Default `TRUE`. +#' @param showKtraces Logical: save plots of the Monte Carlo traces +#' of the K parameter? Default `FALSE`. +#' @param showAlphatraces Logical: save plots of the Monte Carlo traces +#' of the Alpha parameter? Default `FALSE`. +#' @param hyperparams List: hyperparameters of the prior. #' -#' @return name of directory containing output files, or Fdistribution object, -#' or empty +#' @return Name of directory containing output files, or Fdistribution object, +#' or `NULL`, depending on argument `output`. #' #' @import parallel foreach doParallel doRNG nimble #' @@ -109,7 +115,9 @@ inferpopulation <- function( cat('\n') # make sure possible error messages start on new line ## Set the RNG seed if given by user, or if no seed already exists - if (!missing(seed) || !exists('.Random.seed')) {set.seed(seed)} + if (!is.null(seed) || !missing(seed) || !exists('.Random.seed')) { + set.seed(seed) + } currentseed <- .Random.seed ################################################## @@ -169,9 +177,9 @@ inferpopulation <- function( ## in an appropriate way if (!(missing(nsamples) && missing(nchains) && - missing(nsamplesperchain)) && - (!missing(nsamples) && !missing(nchains) && - !missing(nsamplesperchain))) { + missing(nsamplesperchain)) && + (!missing(nsamples) && !missing(nchains) && + !missing(nsamplesperchain))) { ## The user set all these three arguments or only one stop('Please specify exactly two among "nsamples", "nchains", "nsamplesperchain"') } @@ -416,10 +424,10 @@ inferpopulation <- function( '-vrt', nrow(auxmetadata), '_dat', (if (npoints == 1 && all(is.na(data))) { - 0 - } else { - npoints - }), + 0 + } else { + npoints + }), ## '-K', ncomponents, # unimportant for user '_smp', nsamples) } @@ -488,7 +496,7 @@ inferpopulation <- function( lapply(seq_len(nrow(auxmetadata)), function(ii){ if(auxmetadata[ii, 'mcmctype'] %in% - c('R', 'C', 'D', 'L')) { + c('R', 'C', 'D', 'L')) { rnorm(n = ncheckpoints, mean = 0, sd = 2) } else { sample(1:auxmetadata[ii, 'Nvalues'], ncheckpoints, @@ -498,7 +506,7 @@ inferpopulation <- function( ), row.names = NULL, col.names = auxmetadata$name) - ) + ) ## ## original alternative way. Delete soon ## testdata <- data.frame(1:3)[,-1] ## for(xx in seq_len(nrow(auxmetadata))) { @@ -640,7 +648,7 @@ inferpopulation <- function( ## N: nominal ## B: binary ## number and names of variates of each type - vn <- vnames <- list(R=NULL, C=NULL, D=NULL, L=NULL, O=NULL, N=NULL, B=NULL) + vn <- vnames <- list(R=NULL, C=NULL, D=NULL, O=NULL, N=NULL, B=NULL) for (atype in names(vn)) { vnames[[atype]] <- auxmetadata[auxmetadata$mcmctype == atype, 'name'] @@ -847,21 +855,27 @@ inferpopulation <- function( 'Starting Monte Carlo sampling of', nsamples, 'samples by', nchains, 'chains' ) - cat('\nin a space of', - (sum(as.numeric(vn) * c(2, 2, 2, 2, 0, 0, 1)) + - sum(Nalpha0 > 2e-100) - nrow(Nalpha0) + 1 + - sum(Oalpha0 > 2e-100) - nrow(Oalpha0) + 1 ) * ncomponents - 1, - ## '(effectively', - ## paste0( - ## (sum(as.numeric(vn) * c( - ## 3 + npoints, 3 + npoints, 3 + npoints, - ## 3 + npoints, 0, 0, 1 + npoints - ## )) + - ## sum(Nalpha0 > 2e-100) + - ## nrow(Nalpha0) * (npoints - 1) + 1 + - ## sum(Oalpha0 > 2e-100) + - ## nrow(Oalpha0) * (npoints - 1) + 1 ) * ncomponents - 1 + nalpha - 1, - ## ')' ), + + samplespacedims <- vn$R * 2 * ncomponents + + vn$C * 2 * ncomponents + + vn$D * 2 * ncomponents + + sum(apply(Oalpha0, 1, function(x) sum(x > 2e-17) - 1)) * ncomponents + + sum(apply(Nalpha0, 1, function(x) sum(x > 2e-17) - 1)) * ncomponents + + sum(apply(Nalpha0, 1, function(x) sum(x > 2e-17) - 1)) + + vn$B * ncomponents + + ncomponents - 1 + samplespacexdims <- 1 + # Alpha + vn$R * ncomponents + # Rrate + vn$C * ncomponents + # Crate + vn$D * ncomponents + # Drate + 1 + # K + vn$C * npoints * ncomponents + # latent C + vn$D * npoints * ncomponents + # latent D + sum(is.na(data)) # missing data + + + cat('\nin a space of', samplespacedims, + '(effectively', paste0(samplespacedims + samplespacexdims, ')'), 'dimensions.\n') cat('Using', ncores, 'cores:', @@ -974,14 +988,14 @@ inferpopulation <- function( if (vn$C > 0) { # continuous closed domain for (v in 1:Cn) { Caux[d, v] ~ dconstraint(Clat[d, v] >= Cleft[d, v] & - Clat[d, v] <= Cright[d, v]) + Clat[d, v] <= Cright[d, v]) Clat[d, v] ~ dnorm(mean = Cmean[v, K[d]], var = Cvar[v, K[d]]) } } if (vn$D > 0) { # continuous rounded for (v in 1:Dn) { Daux[d, v] ~ dconstraint(Dlat[d, v] >= Dleft[d, v] & - Dlat[d, v] < Dright[d, v]) + Dlat[d, v] < Dright[d, v]) Dlat[d, v] ~ dnorm(mean = Dmean[v, K[d]], var = Dvar[v, K[d]]) } } @@ -1003,7 +1017,7 @@ inferpopulation <- function( } } if (vn$B > 0) { # binary - for (v in 1:Bn) { + for (v in 1:Bn) { # Bprob is the probability that Bdata=1 Bdata[d, v] ~ dbern(prob = Bprob[v, K[d]]) } } @@ -1321,7 +1335,7 @@ inferpopulation <- function( ## replace Alpha's cat-sampler with slice if (Alphatoslice && - !('Alpha' %in% targetslist[nameslist == 'posterior_predictive'])) { + !('Alpha' %in% targetslist[nameslist == 'posterior_predictive'])) { confnimble$replaceSampler(target='Alpha', type='slice') ## ## Old replacement method, didn't work in previous Nimble ## confnimble$removeSamplers('Alpha') @@ -1425,7 +1439,7 @@ inferpopulation <- function( ## Inform user that compilation is done, if core 1: if (acore == 1) { print2user(paste0('\rCompiled core ', acore, '. ', - 'Effective dimensions of sampled space: ', + 'Number of samplers: ', length(confnimble$samplerExecutionOrder), '.\n', 'Estimating remaining time, please be patient...'), outcon) @@ -1450,7 +1464,7 @@ inferpopulation <- function( ## calculate how the remaining time is allotted to remaining chains timeleft <- (maxhours - - as.double(Sys.time() - timestart0, units = 'hours')) / + as.double(Sys.time() - timestart0, units = 'hours')) / (nchainspercore - achain + 1) showsamplertimes0 <- showsamplertimes && (achain == 1) @@ -1503,10 +1517,10 @@ inferpopulation <- function( niter = niter, thin = 1, thin2 = (if (showAlphatraces || showKtraces) { - max(1, round(niter / ncomponentsamples)) - } else { - max(2, floor(niter / 2)) - }), + max(1, round(niter / ncomponentsamples)) + } else { + max(2, floor(niter / 2)) + }), nburnin = 0, time = showsamplertimes0, reset = reset, @@ -1764,7 +1778,7 @@ inferpopulation <- function( cat('\nWARNING: have to reduce thinning owing to time constraints\n') tokeep <- round(seq(from = 1, to = ncol(allmcsamples$W), - length.out = nsamplesperchain)) + length.out = nsamplesperchain)) } saveRDS(mcsubset(allmcsamples, tokeep), diff --git a/R/mutualinfo.R b/R/mutualinfo.R index 6adffab5..0122c04a 100644 --- a/R/mutualinfo.R +++ b/R/mutualinfo.R @@ -1,7 +1,7 @@ #' Calculate mutual information between groups of joint variates #' #' @param Y1names String vector: first group of joint variates -#' @param Y2names String vector: second group of joint variates +#' @param Y2names String vector or NULL: second group of joint variates #' @param X matrix or data.frame or NULL: values of some variates conditional on #' which we want the probabilities #' @param mcoutput Either a string with the name of a directory or full path @@ -53,6 +53,22 @@ mutualinfo <- function( cat('\n') } + ## Utility function to avoid finite-precision errors + denorm <- function(lprob) { + apply(lprob, 2, function(xx) { + xx - max(xx[is.finite(xx)]) + }) + } + ## denorm <- function(lprob) { + ## apply(lprob, 2, function(xx) { + ## xx <- exp(xx - max(xx[is.finite(xx)])) + ## xx/sum(xx) + ## }) + ## } + + + + #### Determine the status of parallel processing if (is.logical(parallel) && parallel) { if (foreach::getDoParRegistered()) { @@ -95,7 +111,7 @@ mutualinfo <- function( closecoresonexit <- function(){ if(!silent) { cat('\nClosing connections to cores.\n') - } + } foreach::registerDoSEQ() parallel::stopCluster(cl) env <- foreach:::.foreachGlobals @@ -121,7 +137,7 @@ mutualinfo <- function( if (is.character(mcoutput)) { ## Check if 'mcoutput' is a folder containing Fdistribution.rds if (file_test('-d', mcoutput) && - file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { + file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { mcoutput <- readRDS(file.path(mcoutput, 'Fdistribution.rds')) } else { ## Assume 'mcoutput' the full path of Fdistributions.rds @@ -137,6 +153,7 @@ mutualinfo <- function( ## Add check to see that mcoutput is correct type of object? auxmetadata <- mcoutput$auxmetadata mcoutput$auxmetadata <- NULL + mcoutput$auxinfo <- NULL nMCsamples <- ncol(mcoutput$W) ncomponents <- nrow(mcoutput$W) @@ -154,12 +171,11 @@ mutualinfo <- function( stop("unit must be 'Sh', 'Hart', 'nat', or a positive real") } - if(!is.character(Y1names) || any(is.na(Y1names))){ stop('Y1names must be a vector of variate names') } - if(!is.character(Y2names) || any(is.na(Y2names))){ - stop('Y2names must be a vector of variate names') + if(!is.null(Y2names) && (!is.character(Y2names) || any(is.na(Y2names)))){ + stop('Y2names must be NULL or a vector of variate names') } if (!is.null(X) && length(dim(X)) != 2) { stop('X must be NULL or have two dimensions') @@ -177,7 +193,7 @@ mutualinfo <- function( stop('duplicate Y1 variates\n') } ## - if(!all(Y2names %in% auxmetadata$name)){ + if(!is.null(Y2names) && !all(Y2names %in% auxmetadata$name)){ stop('unknown Y2 variates\n') } if(length(unique(Y2names)) != length(Y2names)) { @@ -217,6 +233,10 @@ mutualinfo <- function( #### Combine Y1,Y2 into single Y for speed Ynames <- c(Y1names, Y2names) +### Guide to indices: + ## .i. = order in X/Y corresponding to appearance in vnames + ## .t. = vnames present in X/Y, kept in their vnames-order + #### Type R vnames <- auxmetadata[auxmetadata$mcmctype == 'R', 'name'] Y2iR <- match(vnames, Y2names) @@ -378,106 +398,21 @@ mutualinfo <- function( Bout = 'numeric'))) ## lW <- log(mcoutput$W) + - (if (XnR > 0) { # continuous - colSums( - dnorm( - x = x[XiR, ], - mean = mcoutput$Rmean[XtR, , , drop = FALSE], - sd = mcoutput$Rvar[XtR, , , drop = FALSE], - log = TRUE - ),na.rm = TRUE) - } else { - 0 - }) + - (if (XnC > 0) { # censored - isfin <- is.finite(x[XiC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = x[XiC[indf], ], - mean = mcoutput$Cmean[XtC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[XtC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- XtC[indi] - vx <- pmin( - pmax(Clefts[vt], x[XiC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (XnD > 0) { # continuous discretized - vrights <- pmax(x[XiD, ] + Dsteps[XtD], Dlefts[XtD]) - vrights[vrights >= Drights[XtD]] <- +Inf - vlefts <- pmin(x[XiD, ] - Dsteps[XtD], Drights[XtD]) - vlefts[vlefts <= Dlefts[XtD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[XtD, , , drop = FALSE], - sd = mcoutput$Dvar[XtD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[XtD, , , drop = FALSE], - sd = mcoutput$Dvar[XtD, , , drop = FALSE] + util_lprob( + x = x, + mcoutput = mcoutput, + nR = XnR, iR = XiR, tR = XtR, + nC = XnC, iC = XiC, tC = XtC, + Clefts = Clefts, Crights = Crights, + nD = XnD, iD = XiD, tD = XtD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = XnO, iO = XiO, tO = XtO, + nN = XnN, iN = XiN, tN = XtN, + nB = XnB, iB = XiB, tB = XtB ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(XnO), function(v) { - mcoutput$Oprob[XtO[v], , x[XiO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(XnN), function(v) { - mcoutput$Nprob[XtN[v], , x[XiN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnB > 0) { # binary - colSums(log( - x[XiB, ] * mcoutput$Bprob[XtB, , , drop = FALSE] + - (1L - x[XiB, ]) * - (1 - mcoutput$Bprob[XtB, , , drop = FALSE]) - ), na.rm = TRUE) - } else { - 0 - }) - ## } # end definition of lW if non-null X + #### STEP 1. Draw samples of Y (that is, Y1,Y2) ## Y is drawn as follows, for each MC sample: @@ -485,13 +420,12 @@ mutualinfo <- function( ## 2. draw from the appropriate kernel distributions ## using the parameters of that component - Wtemp <- t(apply(lW, 2, function(xx) { - xx <- exp(xx - max(xx[is.finite(xx)])) - xx/sum(xx) - })) - Ws <- extraDistr::rcat(n=n, prob=Wtemp) - rm(Wtemp) - + lWnorm <- denorm(lW) + Ws <- extraDistr::rcat(n=n, prob=t( + apply(lWnorm, 2, function(xx){ + xx <- exp(xx) + xx/sum(xx, na.rm = TRUE)}) + )) Yout <- c( (if(YnR > 0){# continuous totake <- cbind(rep(YtR,each=n), Ws, sseq) @@ -534,7 +468,8 @@ mutualinfo <- function( ## rows: n samples, cols: Y variates dim(Yout) <- c(n, length(Ynames)) ## Match to original order of Ynames - Yout <- Yout[, match(Ynames, Ynames[c(YiR, YiC, YiD, YiO, YiN, YiB)])] + Yout <- Yout[, match(Ynames, Ynames[c(YiR, YiC, YiD, YiO, YiN, YiB)]), + drop = FALSE] colnames(Yout) <- Ynames Yout <- as.matrix(vtransform(Yout, auxmetadata = auxmetadata, @@ -550,376 +485,94 @@ mutualinfo <- function( rm(Yout) gc() + #### STEP 2. Calculate sum_i log2_p(Y1|Y2) for all samples ## from samplesFDistribution.R with some modifications - lpY12 <- log(foreach(y = t(Y1transf), x = t(Y2transf), - .combine = c, + out <- foreach(y1 = t(Y1transf), y2 = t(Y2transf), + .combine = `rbind`, .inorder = TRUE) %dochains% { -#### the loop is over the columns of y and x +#### the loop is over the columns of y1 and y2 #### each instance is a 1-column vector + +### lprobY2 ## rows: components, cols: samples - probX <- lW + - (if (Y2nR > 0) { # continuous - colSums( - dnorm( - x = x[Y2iR, ], - mean = mcoutput$Rmean[Y2tR, , , drop = FALSE], - sd = mcoutput$Rvar[Y2tR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y2nC > 0) { # censored - isfin <- is.finite(x[Y2iC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = x[Y2iC[indf], ], - mean = mcoutput$Cmean[Y2tC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[Y2tC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- Y2tC[indi] - vx <- pmin( - pmax(Clefts[vt], x[Y2iC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (Y2nD > 0) { # discretized - vrights <- pmax(x[Y2iD, ] + Dsteps[Y2tD], Dlefts[Y2tD]) - vrights[vrights >= Drights[Y2tD]] <- +Inf - vlefts <- pmin(x[Y2iD, ] - Dsteps[Y2tD], Drights[Y2tD]) - vlefts[vlefts <= Dlefts[Y2tD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[Y2tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y2tD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[Y2tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y2tD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y2nO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y2nO), function(v) { - mcoutput$Oprob[Y2tO[v], , x[Y2iO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y2nN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y2nN), function(v) { - mcoutput$Nprob[Y2tN[v], , x[Y2iN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y2nB > 0) { # binary - colSums(log( - x[Y2iB, ] * mcoutput$Bprob[Y2tB, , , drop = FALSE] + - (1L - x[Y2iB, ]) * - (1 - mcoutput$Bprob[Y2tB, , , drop = FALSE]) - ), na.rm = TRUE) - } else { - 0 - }) - ## end probX - ## - ## - if (all(is.na(y))) { - probY <- array(NA, dim = dim(W)) + if (all(is.na(y2))) { + lprobY2 <- array(0, dim = dim(lW)) } else { - probY <- (if (Y1nR > 0) { # continuous - colSums( - dnorm( - x = y[Y1iR, ], - mean = mcoutput$Rmean[Y1tR, , , drop = FALSE], - sd = mcoutput$Rvar[Y1tR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nC > 0) { # censored - isfin <- is.finite(y[Y1iC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = y[Y1iC[indf], ], - mean = mcoutput$Cmean[Y1tC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[Y1tC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- Y1tC[indi] - vx <- pmin( - pmax(Clefts[vt], y[Y1iC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (Y1nD > 0) { # discretized - vrights <- y[Y1iD, ] + Dsteps[Y1tD] - vrights[vrights >= Drights[Y1tD]] <- +Inf - vlefts <- y[Y1iD, ] - Dsteps[Y1tD] - vlefts[vlefts <= Dlefts[Y1tD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[Y1tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y1tD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[Y1tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y1tD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y1nO), function(v) { - mcoutput$Oprob[Y1tO[v], , y[Y1iO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y1nN), function(v) { - mcoutput$Nprob[Y1tN[v], , y[Y1iN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nB > 0) { # binary - colSums(log( - (y[Y1iB, ] * mcoutput$Bprob[Y1tB, , , drop = FALSE]) + - ((1 - y[Y1iB, ]) * - (1 - mcoutput$Bprob[Y1tB, , , drop = FALSE])) - ), na.rm = TRUE) - } else { - 0 - }) - } - ## Output: rows=components, columns=samples - ## temp <- colSums(exp(probX + probY))/colSums(exp(probX)) - ## c(mean(temp), 1+sd(temp)/length(temp)/mean(temp)) - - probX <- apply(probX, 2, function(xx) { - xx - max(xx[is.finite(xx)]) - }) - mean(colSums(exp(probX + probY))/colSums(exp(probX))) - }, base = base) - ## End lpY12 - -#### STEP 3. Calculate sum_i log2_p(Y1) for all samples + lprobY2 <- util_lprob( + x = y2, + mcoutput = mcoutput, + nR = Y2nR, iR = Y2iR, tR = Y2tR, + nC = Y2nC, iC = Y2iC, tC = Y2tC, + Clefts = Clefts, Crights = Crights, + nD = Y2nD, iD = Y2iD, tD = Y2tD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = Y2nO, iO = Y2iO, tO = Y2tO, + nN = Y2nN, iN = Y2iN, tN = Y2tN, + nB = Y2nB, iB = Y2iB, tB = Y2tB + ) - ## from samplesFDistribution.R with some modifications - probX <- apply(lW, 2, function(xx) { - xx - max(xx[is.finite(xx)]) - }) - ## - lpY1 <- log(foreach(y = t(Y1transf), - .combine = c, - .inorder = TRUE) %dochains% { -#### the loop is over the columns of y and x -#### each instance is a 1-column vector - ## - ## - if (all(is.na(y))) { - probY <- array(NA, dim = dim(W)) - } else { - probY <- (if (Y1nR > 0) { # continuous - colSums( - dnorm( - x = y[Y1iR, ], - mean = mcoutput$Rmean[Y1tR, , , drop = FALSE], - sd = mcoutput$Rvar[Y1tR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nC > 0) { # censored - isfin <- is.finite(y[Y1iC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = y[Y1iC[indf], ], - mean = mcoutput$Cmean[Y1tC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[Y1tC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- Y1tC[indi] - vx <- pmin( - pmax(Clefts[vt], y[Y1iC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (Y1nD > 0) { # discretized - vrights <- y[Y1iD, ] + Dsteps[Y1tD] - vrights[vrights >= Drights[Y1tD]] <- +Inf - vlefts <- y[Y1iD, ] - Dsteps[Y1tD] - vlefts[vlefts <= Dlefts[Y1tD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[Y1tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y1tD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[Y1tD, , , drop = FALSE], - sd = mcoutput$Dvar[Y1tD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y1nO), function(v) { - mcoutput$Oprob[Y1tO[v], , y[Y1iO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(Y1nN), function(v) { - mcoutput$Nprob[Y1tN[v], , y[Y1iN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (Y1nB > 0) { # binary - colSums(log( - (y[Y1iB, ] * mcoutput$Bprob[Y1tB, , , drop = FALSE]) + - ((1 - y[Y1iB, ]) * - (1 - mcoutput$Bprob[Y1tB, , , drop = FALSE])) - ), na.rm = TRUE) - } else { - 0 - }) - } + }# end lprobY2 + +### lprobY1 + lprobY1 <- util_lprob( + x = y1, + mcoutput = mcoutput, + nR = Y1nR, iR = Y1iR, tR = Y1tR, + nC = Y1nC, iC = Y1iC, tC = Y1tC, + Clefts = Clefts, Crights = Crights, + nD = Y1nD, iD = Y1iD, tD = Y1tD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = Y1nO, iO = Y1iO, tO = Y1tO, + nN = Y1nN, iN = Y1iN, tN = Y1tN, + nB = Y1nB, iB = Y1iB, tB = Y1tB + ) ## Output: rows=components, columns=samples - ## temp <- colSums(exp(probX + probY))/colSums(exp(probX)) - ## c(mean(temp), 1+sd(temp)/length(temp)/mean(temp)) - - mean(colSums(exp(probX + probY))/colSums(exp(probX))) - }, base = base) - ## End lpY1 - - ## if (!silent && exists('cl')) { - ## cat('\nClosing connections to cores.\n') - ## foreach::registerDoSEQ() - ## parallel::stopCluster(cl) - ## } - ## error <- sd(lpY12[,1] - lpY1[,1])/sqrt(nrow(lpY12)) - ## error2 <- mean(lpY12[,2] + lpY1[,2]) - ## ## ***todo: transform variates to original space & calculate Jacobian*** - ## ljac <- -rowSums( - ## log(vtransform(Y1, auxmetadata = auxmetadata, invjacobian = TRUE)), - ## na.rm = TRUE - ## ) - - - ## ## ***todo: also output H(Y1|Y2) and H(Y1); these needs the Jacobian*** - ## list(MI = lpY12 - lpY1, - ## condH = -lpY12, - ## H = -lpY1) - - list(MI = mean(lpY12 - lpY1, na.rm = TRUE), - error = sd(lpY12 - lpY1, na.rm = TRUE)/sqrt(n), - unit = unit, - lW=lW, - lpY12=lpY12, - lpY1=lpY1) +### Construct probabilities from lprobY1, lprobY2 + lpY1and2 <- log(mean( + colSums(exp(lprobY1 + lprobY2 + lWnorm)) / + colSums(exp(lWnorm)), na.rm = TRUE), base = base) + + lpY1 <- log(mean( + colSums(exp(lprobY1 + lWnorm)) / + colSums(exp(lWnorm)), na.rm = TRUE), base = base) + + lpY2 <- log(mean( + colSums(exp(lprobY2 + lWnorm)) / + colSums(exp(lWnorm)), na.rm = TRUE), base = base) + + lprobnorm <- denorm(lprobY2 + lW) + lpY1given2 <- log(mean( + colSums(exp(lprobY1 + lprobnorm)) / + colSums(exp(lprobnorm)), na.rm = TRUE), base = base) + + lprobnorm <- denorm(lprobY1 + lW) + lpY2given1 <- log(mean( + colSums(exp(lprobY2 + lprobnorm)) / + colSums(exp(lprobnorm)), na.rm = TRUE), base = base) + ## str(lpY1and2) + #str(lpY1) + ## str(lpY2) + + c( + MI = lpY1and2 - lpY1 - lpY2, + ## mi1 = lpY1given2 - lpY1, + ## mi2 = lpY2given1 - lpY2, + CondEn12 = -lpY1given2, + CondEn21 = -lpY2given1, + En1 = -lpY1, + En2 = -lpY2 + ) + } # End loop through generated samples + + c( + unlist(apply(rbind( + value = colMeans(out, na.rm = TRUE), + error = apply(out, 2, sd, na.rm = TRUE)/sqrt(n) + ), 2, list), recursive = FALSE), + list(Y1names = Y1names, Y2names = Y2names, unit = unit) + ) } diff --git a/R/plotFsamples.R b/R/plotFsamples.R index f48c173b..78d0d820 100644 --- a/R/plotFsamples.R +++ b/R/plotFsamples.R @@ -41,7 +41,7 @@ plotFsamples <- function( if (is.character(mcoutput)) { ## Check if 'mcoutput' is a folder containing Fdistribution.rds if (file_test('-d', mcoutput) && - file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { + file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { mcoutput <- readRDS(file.path(mcoutput, 'Fdistribution.rds')) } else { ## Assume 'mcoutput' the full path of Fdistributions.rds @@ -115,6 +115,7 @@ plotFsamples <- function( with(as.list(auxmetadata[auxmetadata$name == name, ]), { + if(mcmctype == 'R') { Xgrid <- cbind(seq(plotmin, plotmax, length.out = 256)) colnames(Xgrid) <- name @@ -131,13 +132,13 @@ plotFsamples <- function( ymax <- quantile(apply( plotsamples[, subsamples, drop = FALSE], 2, function(x) { - quantile(x, 31 / 32, type = 6) + quantile(x, 31 / 32, type = 6, na.rm = TRUE) } ), 31 / 32, type = 6, na.rm = TRUE) } else { ymax <- apply(plotsamples[, , drop = FALSE], 1, function(x) { - quantile(x, max(quants), type = 6) + quantile(x, max(quants), type = 6, na.rm = TRUE) } ) ymax <- max(ymax[is.finite(ymax)]) @@ -245,13 +246,13 @@ plotFsamples <- function( ymax <- quantile(apply( plotsamples[xin, subsamples, drop = FALSE], 2, function(x) { - quantile(x, 31 / 32, type = 6) + quantile(x, 31 / 32, type = 6, na.rm = TRUE) } ), 31 / 32, type = 6, na.rm = TRUE) } else { ymax <- apply(plotsamples[xin, , drop = FALSE], 1, function(x) { - quantile(x, max(quants), type = 6) + quantile(x, max(quants), type = 6, na.rm = TRUE) } ) ymax <- max(ymax[is.finite(ymax)]) @@ -336,7 +337,7 @@ plotFsamples <- function( type = 'p', pch = 2, cex = 2, col = 5, alpha = 0.75, lty = 1, lwd = 16, - add = applot + add = addplot ) addplot <- TRUE } @@ -419,11 +420,11 @@ plotFsamples <- function( Xticks <- Xgrid plotsamples <- samplesFDistribution(Y = rownames(Xgrid), X = NULL, - mcoutput = mcoutput, - subsamples = mcsubsamples, - jacobian = TRUE, - parallel = parallel, - silent = TRUE) + mcoutput = mcoutput, + subsamples = mcsubsamples, + jacobian = TRUE, + parallel = parallel, + silent = TRUE) } else { ## we must construct an X-grid Xgrid <- cbind(seq(plotmin, plotmax, by = halfstep * 2)) @@ -432,11 +433,11 @@ plotFsamples <- function( Xticks <- NULL plotsamples <- samplesFDistribution(Y = Xgrid, X = NULL, - mcoutput = mcoutput, - subsamples = mcsubsamples, - jacobian = TRUE, - parallel = parallel, - silent = TRUE) + mcoutput = mcoutput, + subsamples = mcsubsamples, + jacobian = TRUE, + parallel = parallel, + silent = TRUE) } ## Find appropriate plot height across plots @@ -444,13 +445,13 @@ plotFsamples <- function( ymax <- quantile(apply( plotsamples[, subsamples, drop = FALSE], 2, function(x) { - quantile(x, 31 / 32, type = 6) + quantile(x, 31 / 32, type = 6, na.rm = TRUE) } ), 31 / 32, type = 6, na.rm = TRUE) } else { ymax <- apply(plotsamples[, , drop = FALSE], 1, function(x) { - quantile(x, max(quants), type = 6) + quantile(x, max(quants), type = 6, na.rm = TRUE) } ) ymax <- max(ymax[is.finite(ymax)]) @@ -461,8 +462,14 @@ plotFsamples <- function( datum <- data[[name]] datum <- datum[!is.na(datum)] - histo <- as.vector(table(factor(datum, levels = Xgrid))) / - length(datum) + if(nvaluelist > 0) { + histo <- as.vector(table(factor(datum, + levels = rownames(Xgrid)))) / length(datum) + } else { + histo <- thist(datum, + n = c(Xgrid - halfstep, max(Xgrid) + halfstep), + extendbreaks = FALSE)$counts / length(datum) + } ymax <- max(ymax, histo) } @@ -570,7 +577,6 @@ plotFsamples <- function( ## lwd = 5, lty = 2) ## } } - }) # End with } diff --git a/R/samplesFDistribution.R b/R/samplesFDistribution.R index aa40ea75..506b1d6f 100644 --- a/R/samplesFDistribution.R +++ b/R/samplesFDistribution.R @@ -92,42 +92,6 @@ samplesFDistribution <- function( ncores <- 1 } -#### Determine the status of parallel processing - ## if (!missing(parallel) && is.logical(parallel) && parallel) { - ## if (foreach::getDoParRegistered()) { - ## if (!silent) { - ## cat('Using already registered', foreach::getDoParName(), - ## 'with', foreach::getDoParWorkers(), 'workers\n') - ## } - ## ncores <- foreach::getDoParWorkers() - ## } else { - ## if (!silent) { - ## cat('No parallel backend registered.\n') - ## } - ## ncores <- 1 - ## } - ## } else if (!missing(parallel) && is.numeric(parallel) && parallel >= 2) { - ## if (foreach::getDoParRegistered()) { - ## ncores <- min(foreach::getDoParWorkers(), parallel) - ## if (!silent) { - ## cat('Using already registered', foreach::getDoParName(), - ## 'with', ncores, 'workers\n') - ## } - ## } else { - ## cl <- parallel::makeCluster(parallel) - ## doParallel::registerDoParallel(cl) - ## if (!silent) { - ## cat('Registered', foreach::getDoParName(), 'with', - ## foreach::getDoParWorkers(), 'workers\n') - ## } - ## } - ## } else { - ## if (!silent) { - ## cat('No parallel backend registered.\n') - ## } - ## ncores <- 1 - ## } - if (ncores < 2) { `%dochains%` <- `%do%` } else { @@ -139,7 +103,7 @@ samplesFDistribution <- function( if (is.character(mcoutput)) { ## Check if 'mcoutput' is a folder containing Fdistribution.rds if (file_test('-d', mcoutput) && - file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { + file.exists(file.path(mcoutput, 'Fdistribution.rds'))) { mcoutput <- readRDS(file.path(mcoutput, 'Fdistribution.rds')) } else { ## Assume 'mcoutput' the full path of Fdistributions.rds @@ -196,8 +160,8 @@ samplesFDistribution <- function( #### Subsample and get ncomponents and nsamples ## source('mcsubset.R') if (!missing(subsamples) && - (is.numeric(subsamples) || (is.character(subsamples) - && length(subsamples) == 1))) { + (is.numeric(subsamples) || (is.character(subsamples) + && length(subsamples) == 1))) { if (is.character(subsamples)) { subsamples <- round(seq(1, ncol(mcoutput$W), length.out = as.numeric(subsamples) @@ -206,8 +170,6 @@ samplesFDistribution <- function( mcoutput <- mcsubset(mcoutput, subsamples) } - nsamples <- ncol(mcoutput$W) - ncomponents <- nrow(mcoutput$W) ### Guide to indices: ## .i. = order in X/Y corresponding to appearance in vnames @@ -348,233 +310,51 @@ samplesFDistribution <- function( #### the loop is over the columns of y and x #### each instance is a 1-column vector if (all(is.na(x))) { - probX <- log(mcoutput$W) + lprobX <- log(mcoutput$W) } else { ## rows: components, cols: samples - probX <- log(mcoutput$W) + - (if (XnR > 0) { # continuous - colSums( - dnorm( - x = x[XiR, ], - mean = mcoutput$Rmean[XtR, , , drop = FALSE], - sd = mcoutput$Rvar[XtR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnC > 0) { # censored - isfin <- is.finite(x[XiC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = x[XiC[indf], ], - mean = mcoutput$Cmean[XtC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[XtC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- XtC[indi] - vx <- pmin( - pmax(Clefts[vt], x[XiC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (XnD > 0) { # discretized - vrights <- pmax(x[XiD, ] + Dsteps[XtD], Dlefts[XtD]) - vrights[vrights >= Drights[XtD]] <- +Inf - vlefts <- pmin(x[XiD, ] - Dsteps[XtD], Drights[XtD]) - vlefts[vlefts <= Dlefts[XtD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[XtD, , , drop = FALSE], - sd = mcoutput$Dvar[XtD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[XtD, , , drop = FALSE], - sd = mcoutput$Dvar[XtD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(XnO), function(v) { - mcoutput$Oprob[XtO[v], , x[XiO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(XnN), function(v) { - mcoutput$Nprob[XtN[v], , x[XiN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (XnB > 0) { # binary - colSums(log( - x[XiB, ] * mcoutput$Bprob[XtB, , , drop = FALSE] + - (1L - x[XiB, ]) * - (1 - mcoutput$Bprob[XtB, , , drop = FALSE]) - ), na.rm = TRUE) - } else { - 0 - }) - } # end probX - probX <- apply(probX, 2, function(xx) { - xx - max(xx[is.finite(xx)]) - }) + lprobX <- log(mcoutput$W) + + util_lprob( + x = x, + mcoutput = mcoutput, + nR = XnR, iR = XiR, tR = XtR, + nC = XnC, iC = XiC, tC = XtC, + Clefts = Clefts, Crights = Crights, + nD = XnD, iD = XiD, tD = XtD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = XnO, iO = XiO, tO = XtO, + nN = XnN, iN = XiN, tN = XtN, + nB = XnB, iB = XiB, tB = XtB + ) + } # end lprobX ## ## if (all(is.na(y))) { - probY <- array(NA, dim = dim(mcoutput$W)) + lprobY <- array(NA, dim = dim(mcoutput$W)) } else { - probY <- (if (YnR > 0) { # continuous - colSums( - dnorm( - x = y[YiR, ], - mean = mcoutput$Rmean[YtR, , , drop = FALSE], - sd = mcoutput$Rvar[YtR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnC > 0) { # censored - isfin <- is.finite(y[YiC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = y[YiC[indf], ], - mean = mcoutput$Cmean[YtC[indf], , , drop = FALSE], - sd = mcoutput$Cvar[YtC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- YtC[indi] - vx <- pmin( - pmax(Clefts[vt], y[YiC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcoutput$Cmean[vt, , , drop = FALSE], - sd = mcoutput$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (YnD > 0) { # discretized - vrights <- y[YiD, ] + Dsteps[YtD] - vrights[vrights >= Drights[YtD]] <- +Inf - vlefts <- y[YiD, ] - Dsteps[YtD] - vlefts[vlefts <= Dlefts[YtD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcoutput$Dmean[YtD, , , drop = FALSE], - sd = mcoutput$Dvar[YtD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcoutput$Dmean[YtD, , , drop = FALSE], - sd = mcoutput$Dvar[YtD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(YnO), function(v) { - mcoutput$Oprob[YtO[v], , y[YiO[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(YnN), function(v) { - mcoutput$Nprob[YtN[v], , y[YiN[v], ], ] - }, mcoutput$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnB > 0) { # binary - colSums(log( - (y[YiB, ] * mcoutput$Bprob[YtB, , , drop = FALSE]) + - ((1 - y[YiB, ]) * - (1 - mcoutput$Bprob[YtB, , , drop = FALSE])) - ), na.rm = TRUE) - } else { - 0 - }) + lprobY <- util_lprob( + x = y, + mcoutput = mcoutput, + nR = YnR, iR = YiR, tR = YtR, + nC = YnC, iC = YiC, tC = YtC, + Clefts = Clefts, Crights = Crights, + nD = YnD, iD = YiD, tD = YtD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = YnO, iO = YiO, tO = YtO, + nN = YnN, iN = YiN, tN = YtN, + nB = YnB, iB = YiB, tB = YtB + ) } #### Output: rows=components, columns=samples - ## - ## if(all(is.na(x))){ - ## out <- rowSums(exp(probX+probY)) - ## }else{ - ## str(probX) - ## print(any(is.na(probX))) - ## print(apply(probX, 1, max, na.rm=TRUE)) - ## str(probX) - ## print(any(is.na(probX))) - ## str(probY) - ## print(any(is.na(probY))) - ## } - ## rbind(log(W),probX,probY) - ## using if + NULL condition is faster than using fn=identity + + lprobX <- apply(lprobX, 2, function(xx) { + xx - max(xx[is.finite(xx)]) + }) + if(is.null(fn)) { - colSums(exp(probX + probY)) / colSums(exp(probX)) + colSums(exp(lprobX + lprobY)) / colSums(exp(lprobX)) } else { - fn(colSums(exp(probX + probY)) / colSums(exp(probX))) + fn(colSums(exp(lprobX + lprobY)) / colSums(exp(lprobX))) } } * (if (jacobian) { diff --git a/R/util_Pcheckpoints.R b/R/util_Pcheckpoints.R index 8a1c24b1..748d9136 100644 --- a/R/util_Pcheckpoints.R +++ b/R/util_Pcheckpoints.R @@ -87,109 +87,26 @@ Pcheckpoints <- function( #### the loop is over the columns of y #### each instance is a 1-column vector - if (all(is.na(y))) { - probY <- array(NA, dim = c(ncomponents, nsamples)) - } else { - probY <- (if (YnR > 0) { # continuous - colSums( - dnorm( - x = y[YiR, ], - mean = mcsamples$Rmean[YtR, , , drop = FALSE], - sd = mcsamples$Rvar[YtR, , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnC > 0) { # censored - isfin <- is.finite(y[YiC, ]) - indf <- which(isfin) - indi <- which(!isfin) - (if (length(indf) > 0) { - colSums( - dnorm( - x = y[YiC[indf], ], - mean = mcsamples$Cmean[YtC[indf], , , drop = FALSE], - sd = mcsamples$Cvar[YtC[indf], , , drop = FALSE], - log = TRUE - ), na.rm = TRUE) - } else { - 0 - }) + - (if (length(indi) > 0) { - vt <- YtC[indi] - vx <- pmin( - pmax(Clefts[vt], y[YiC[indi], ]), - Crights[vt]) - ## for upper tail, take opposite mean and value - colSums( - pnorm( - q = -abs(vx), - mean = -sign(vx) * - mcsamples$Cmean[vt, , , drop = FALSE], - sd = mcsamples$Cvar[vt, , , drop = FALSE], - log.p = TRUE - ), na.rm = TRUE) - } else { - 0 - }) - } else { - 0 - }) + - (if (YnD > 0) { # discretized - vrights <- y[YiD, ] + Dsteps[YtD] - vrights[vrights >= Drights[YtD]] <- +Inf - vlefts <- y[YiD, ] - Dsteps[YtD] - vlefts[vlefts <= Dlefts[YtD]] <- -Inf - colSums(log( - pnorm( - q = vrights, - mean = mcsamples$Dmean[YtD, , , drop = FALSE], - sd = mcsamples$Dvar[YtD, , , drop = FALSE] - ) - - pnorm( - q = vlefts, - mean = mcsamples$Dmean[YtD, , , drop = FALSE], - sd = mcsamples$Dvar[YtD, , , drop = FALSE] - ) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnO > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(YnO), function(v) { - mcsamples$Oprob[YtO[v], , y[YiO[v], ], ] - }, mcsamples$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnN > 0) { # nominal - colSums(log( - aperm( - vapply(seq_len(YnN), function(v) { - mcsamples$Nprob[YtN[v], , y[YiN[v], ], ] - }, mcsamples$W), - c(3, 1, 2)) - ), na.rm = TRUE) - } else { - 0 - }) + - (if (YnB > 0) { # binary - colSums(log( - (y[YiB, ] * mcsamples$Bprob[YtB, , , drop = FALSE]) + - ((1 - y[YiB, ]) * - (1 - mcsamples$Bprob[YtB, , , drop = FALSE])) - ), na.rm = TRUE) - } else { - 0 - }) - } -#### Output: rows=components, columns=samples - probX <- log(mcsamples$W) - colSums(exp(probX + probY)) / colSums(exp(probX)) + if (all(is.na(y))) { + lprobY <- array(NA, dim = c(ncomponents, nsamples)) + } else { + lprobY <- util_lprob( + x = y, + mcoutput = mcsamples, + nR = YnR, iR = YiR, tR = YtR, + nC = YnC, iC = YiC, tC = YtC, + Clefts = Clefts, Crights = Crights, + nD = YnD, iD = YiD, tD = YtD, + Dsteps = Dsteps, Dlefts = Dlefts, Drights = Drights, + nO = YnO, iO = YiO, tO = YtO, + nN = YnN, iN = YiN, tN = YtN, + nB = YnB, iB = YiB, tB = YtB + ) } +#### Output: rows=components, columns=samples + lprobX <- apply(log(mcsamples$W), 2, function(xx) { + xx - max(xx[is.finite(xx)]) + }) + colSums(exp(lprobX + lprobY)) / colSums(exp(lprobX)) + } } diff --git a/R/util_lprob.R b/R/util_lprob.R new file mode 100644 index 00000000..52a5b3c0 --- /dev/null +++ b/R/util_lprob.R @@ -0,0 +1,118 @@ +#' Calculate collection of log-probabilities for different components and samples +#' +#' @param X numerical matrix: transformed variates +#' @param mcoutput: Monte-Carlo-output object +#' @param nR etc: Parameters containing appropriate indices +#' +#' @return Matrix with as many rows as components and as many cols as samples +util_lprob <- function( + x, + mcoutput, + nR, iR, tR, + nC, iC, tC, Clefts, Crights, + nD, iD, tD, Dsteps, Dlefts, Drights, + nO, iO, tO, + nN, iN, tN, + nB, iB, tB +) { + ( + (if (nR > 0) { # continuous + colSums( + dnorm( + x = x[iR, ], + mean = mcoutput$Rmean[tR, , , drop = FALSE], + sd = mcoutput$Rvar[tR, , , drop = FALSE], + log = TRUE + ), na.rm = TRUE) + } else { + 0 + }) + + (if (nC > 0) { # censored + isfin <- is.finite(x[iC, ]) + indf <- which(isfin) + indi <- which(!isfin) + (if (length(indf) > 0) { + colSums( + dnorm( + x = x[iC[indf], ], + mean = mcoutput$Cmean[tC[indf], , , drop = FALSE], + sd = mcoutput$Cvar[tC[indf], , , drop = FALSE], + log = TRUE + ), na.rm = TRUE) + } else { + 0 + }) + + (if (length(indi) > 0) { + vt <- tC[indi] + vx <- pmin( + pmax(Clefts[vt], x[iC[indi], ]), + Crights[vt]) + ## for upper tail, take opposite mean and value + colSums( + pnorm( + q = -abs(vx), + mean = -sign(vx) * + mcoutput$Cmean[vt, , , drop = FALSE], + sd = mcoutput$Cvar[vt, , , drop = FALSE], + log.p = TRUE + ), na.rm = TRUE) + } else { + 0 + }) + } else { + 0 + }) + + (if (nD > 0) { # discretized + vrights <- pmax(x[iD, ] + Dsteps[tD], Dlefts[tD]) + vrights[vrights >= Drights[tD]] <- +Inf + vlefts <- pmin(x[iD, ] - Dsteps[tD], Drights[tD]) + vlefts[vlefts <= Dlefts[tD]] <- -Inf + colSums(log( + pnorm( + q = vrights, + mean = mcoutput$Dmean[tD, , , drop = FALSE], + sd = mcoutput$Dvar[tD, , , drop = FALSE] + ) - + pnorm( + q = vlefts, + mean = mcoutput$Dmean[tD, , , drop = FALSE], + sd = mcoutput$Dvar[tD, , , drop = FALSE] + ) + ), na.rm = TRUE) + } else { + 0 + }) + + (if (nO > 0) { # nominal + colSums(log( + aperm( + vapply(seq_len(nO), function(v) { + mcoutput$Oprob[tO[v], , x[iO[v], ], ] + }, mcoutput$W), + c(3, 1, 2)) + ), na.rm = TRUE) + } else { + 0 + }) + + (if (nN > 0) { # nominal + colSums(log( + aperm( + vapply(seq_len(nN), function(v) { + mcoutput$Nprob[tN[v], , x[iN[v], ], ] + }, mcoutput$W), + c(3, 1, 2)) + ), na.rm = TRUE) + } else { + 0 + }) + + (if (nB > 0) { # binary + ## Bprob is the probability that x=1 + colSums(log( + x[iB, ] * mcoutput$Bprob[tB, , , drop = FALSE] + + (1 - x[iB, ]) * + (1 - mcoutput$Bprob[tB, , , drop = FALSE]) + ), na.rm = TRUE) + } else { + 0 + }) + ) +} diff --git a/R/util_tplotfunctions.R b/R/util_tplotfunctions.R index 8cb875d2..b657b30e 100644 --- a/R/util_tplotfunctions.R +++ b/R/util_tplotfunctions.R @@ -83,24 +83,24 @@ ## } alpha2hex2 <- function(alpha, col = NULL) { - if (!is.character(alpha)) { - alpha <- sprintf('%02x', round((1 - alpha) * 255)) - } - if (is.numeric(col)) { - col <- palette()[col] - } - paste0(col, alpha) + if (!is.character(alpha)) { + alpha <- sprintf('%02x', round((1 - alpha) * 255)) + } + if (is.numeric(col)) { + col <- palette()[col] + } + paste0(col, alpha) } alpha2hex <- function(col, alpha = NULL) { - if (is.null(alpha)) { - alpha <- 0 - } - if (!is.character(col)) { - col <- palette()[col] - } - do.call(rgb, c(as.list(col2rgb(col)), - list((1 - alpha) * 255, maxColorValue = 255))) + if (is.null(alpha)) { + alpha <- 0 + } + if (!is.character(col)) { + col <- palette()[col] + } + do.call(rgb, c(as.list(col2rgb(col)), + list((1 - alpha) * 255, maxColorValue = 255))) } tticks <- pretty @@ -127,308 +127,308 @@ tticks <- pretty ## } tplot <- function(x, y, xlim = c(NA, NA), ylim = c(NA, NA), asp = NA, - n = 10, family = '', xticks = NULL, xlabels = TRUE, - yticks = NULL, ylabels = TRUE, cex = 1.5, ly = NULL, - lx = NULL, mar = NULL, lty.axis = 1, lwd.axis = 0, - lwd.ticks = 1, col.ticks = '#bbbbbb80', col.lab = 'black', - cex.axis = 1.12, las.y = 1, xgrid = NULL, ygrid = NULL, - main = NULL, cex.main = 1.5, xlab = NULL, ylab = NULL, - cex.lab = 1.5, type = 'l', col = palette(), - pch = c(1, 0, 2, 5, 6, 3, 4), lty = 1:4, lwd = 2, alpha = NA, - border = palette(), border.alpha = NA, xtransf = NULL, - ytransf = NULL, add = FALSE) { - palette(colour('bright')()) - scale_colour_discrete <- khroma::scale_colour_bright - ## if (missing(x)) { - ## if (missing(y)) - ## stop("must specify at least one of 'x' and 'y'") - ## else x <- seq_len(NROW(y)) - ## } - ## else if (missing(y)) { - ## if (missing(x)) - ## stop("must specify at least one of 'x' and 'y'") - ## else y <- seq_len(NROW(x)) - ## } - if (!missing(y) && !missing(x)) { - if (!is.list(x)) { - x <- apply(cbind(x), 2, identity, simplify = 'list') - } - if (!is.list(y)) { - y <- apply(cbind(y), 2, identity, simplify = 'list') - } - } - ## - else if (missing(x) && !missing(y)) { - if (!is.list(y)) { - y <- apply(cbind(y), 2, identity, simplify = 'list') - } - x <- lapply(y, seq_along) - } else if (missing(y) && !missing(x)) { - if (!is.list(x)) { - x <- apply(cbind(x), 2, identity, simplify = 'list') - } - y <- lapply(x, seq_along) - } - ## - xx <- unlist(x) - yy <- unlist(y) - if (!is.character(xx)) { - xlim0 <- range(0, xx[is.finite(xx)], na.rm = TRUE) - } else { - uxx <- unique(xx) - if (is.character(xlabels) && all(uxx %in% xlabels)) { - uxx <- intersect(xlabels, uxx) - } - if (any(type == 'h')) { - xlim0 <- c(0.5, length(uxx) + 0.5) - } else { - xlim0 <- c(1, length(uxx)) - } - } - if (!is.character(yy)) { - ylim0 <- range(0, yy[is.finite(yy)], na.rm = TRUE) - } else { - uyy <- unique(yy) - if (is.character(ylabels) && all(uyy %in% ylabels)) { - uyy <- intersect(ylabels, uyy) - } - if (any(type == 'h')) { - ylim0 <- c(0.5, length(uyy) + 0.5) - } else { - ylim0 <- c(1, length(uyy)) - } - } - if (is.na(ylim[1]) & any(type == 'h')) { - ylim[1] <- 0 - } - xlim[is.na(xlim)] <- xlim0[is.na(xlim)] - ylim[is.na(ylim)] <- ylim0[is.na(ylim)] - if (length(n) < 2) { - n <- rep(n, 2) - } - if (is.null(xticks)) { + n = 10, family = '', xticks = NULL, xlabels = TRUE, + yticks = NULL, ylabels = TRUE, cex = 1.5, ly = NULL, + lx = NULL, mar = NULL, lty.axis = 1, lwd.axis = 0, + lwd.ticks = 1, col.ticks = '#bbbbbb80', col.lab = 'black', + cex.axis = 1.12, las.y = 1, xgrid = NULL, ygrid = NULL, + main = NULL, cex.main = 1.5, xlab = NULL, ylab = NULL, + cex.lab = 1.5, type = 'l', col = palette(), + pch = c(1, 0, 2, 5, 6, 3, 4), lty = 1:4, lwd = 2, alpha = NA, + border = palette(), border.alpha = NA, xtransf = NULL, + ytransf = NULL, add = FALSE) { + palette(colour('bright')()) + scale_colour_discrete <- khroma::scale_colour_bright + ## if (missing(x)) { + ## if (missing(y)) + ## stop("must specify at least one of 'x' and 'y'") + ## else x <- seq_len(NROW(y)) + ## } + ## else if (missing(y)) { + ## if (missing(x)) + ## stop("must specify at least one of 'x' and 'y'") + ## else y <- seq_len(NROW(x)) + ## } + if (!missing(y) && !missing(x)) { + if (!is.list(x)) { + x <- apply(cbind(x), 2, identity, simplify = 'list') + } + if (!is.list(y)) { + y <- apply(cbind(y), 2, identity, simplify = 'list') + } + } + ## + else if (missing(x) && !missing(y)) { + if (!is.list(y)) { + y <- apply(cbind(y), 2, identity, simplify = 'list') + } + x <- lapply(y, seq_along) + } else if (missing(y) && !missing(x)) { + if (!is.list(x)) { + x <- apply(cbind(x), 2, identity, simplify = 'list') + } + y <- lapply(x, seq_along) + } + ## + xx <- unlist(x) + yy <- unlist(y) if (!is.character(xx)) { - xticks <- pretty(xlim, n = n[1]) + xlim0 <- range(0, xx[is.finite(xx)], na.rm = TRUE) } else { - xticks <- seq_along(uxx) - } - } - if (is.character(xx) && length(xlabels) == 1 && xlabels == TRUE) { - xlabels <- uxx - } - ## if(length(xlabels)==1 && xlabels){ - ## xlabels <- xticks - ## xlabels[!(xticks %in% pretty(xlim, n=round(n[1]/2)))] <- NA - ## } - if (is.null(yticks)) { + uxx <- unique(xx) + if (is.character(xlabels) && all(uxx %in% xlabels)) { + uxx <- intersect(xlabels, uxx) + } + if (any(type == 'h')) { + xlim0 <- c(0.5, length(uxx) + 0.5) + } else { + xlim0 <- c(1, length(uxx)) + } + } if (!is.character(yy)) { - yticks <- pretty(ylim, n = n[2]) + ylim0 <- range(0, yy[is.finite(yy)], na.rm = TRUE) } else { - yticks <- seq_along(uyy) - } - } - if (is.character(yy) && length(ylabels) == 1 && ylabels == TRUE) { - ylabels <- uyy - } - ## if(length(ylabels)==1 && ylabels){ - ## ylabels <- yticks - ## ylabels[!(yticks %in% pretty(ylim, n=round(n[2]/2)))] <- NA - ## } - if (is.null(lx)) { - lx <- 0 - } - if (is.null(ly)) { - ly <- 1 - if (!(length(yticks) == 1 && (any(is.na(yticks) | yticks == FALSE)))) { - ly <- 1 + max(nchar(sprintf('%.7g', yticks))) * 0.75 - } else if (length(ylabels) > 1) { - ly <- 1 + max(nchar(ylabels)) * 0.75 - } - } - if (is.null(xlab)) { - xlab <- names(x)[1] - } - if (is.null(ylab)) { - ylab <- names(y)[1] - } - ## - if (!add) { - plot.new() - ## par(mai=c(2, 3.5, 2, 0)/2.54, family='Palatino')#, mar=c(4,6,4,0)+0.1) - if (is.null(main)) { - marup <- 0 - } else { - marup <- 3.5 + uyy <- unique(yy) + if (is.character(ylabels) && all(uyy %in% ylabels)) { + uyy <- intersect(ylabels, uyy) + } + if (any(type == 'h')) { + ylim0 <- c(0.5, length(uyy) + 0.5) + } else { + ylim0 <- c(1, length(uyy)) + } } - if (is.null(mar)) { - mar <- c(3.25, ly, marup, 1) + c(1, 1.5, 1, 1) + if (is.na(ylim[1]) & any(type == 'h')) { + ylim[1] <- 0 } - mar[is.na(mar)] <- (c(3.25, ly, marup, 1) + c(1, 1.5, 1, 1))[is.na(mar)] - par(mar = mar, family = family) # , mar=c(4,6,4,0)+0.1) - ## - plot.window(xlim = xlim, ylim = ylim, xaxs = 'r', yaxs = 'r', asp = asp) - ## - if (!is.null(xtransf)) { - xlabels <- xtransf(xticks) + xlim[is.na(xlim)] <- xlim0[is.na(xlim)] + ylim[is.na(ylim)] <- ylim0[is.na(ylim)] + if (length(n) < 2) { + n <- rep(n, 2) + } + if (is.null(xticks)) { + if (!is.character(xx)) { + xticks <- pretty(xlim, n = n[1]) + } else { + xticks <- seq_along(uxx) + } + } + if (is.character(xx) && length(xlabels) == 1 && xlabels == TRUE) { + xlabels <- uxx + } + ## if(length(xlabels)==1 && xlabels){ + ## xlabels <- xticks + ## xlabels[!(xticks %in% pretty(xlim, n=round(n[1]/2)))] <- NA + ## } + if (is.null(yticks)) { + if (!is.character(yy)) { + yticks <- pretty(ylim, n = n[2]) + } else { + yticks <- seq_along(uyy) + } + } + if (is.character(yy) && length(ylabels) == 1 && ylabels == TRUE) { + ylabels <- uyy } - if (!is.null(ytransf)) { - ylabels <- ytransf(yticks) + ## if(length(ylabels)==1 && ylabels){ + ## ylabels <- yticks + ## ylabels[!(yticks %in% pretty(ylim, n=round(n[2]/2)))] <- NA + ## } + if (is.null(lx)) { + lx <- 0 } - if (!(length(xticks) == 1 & (any(is.na(xticks) | xticks == FALSE)))) { - axis(side = 1, at = xticks, labels = xlabels, tick = TRUE, lty = lty.axis, - lwd = lwd.axis, lwd.ticks = lwd.ticks, col.ticks = col.ticks, - gap.axis = NA, cex.axis = cex.axis, line = 0) + if (is.null(ly)) { + ly <- 1 + if (!(length(yticks) == 1 && (any(is.na(yticks) | yticks == FALSE)))) { + ly <- 1 + max(nchar(sprintf('%.7g', yticks))) * 0.75 + } else if (length(ylabels) > 1) { + ly <- 1 + max(nchar(ylabels)) * 0.75 + } + } + if (is.null(xlab)) { + xlab <- names(x)[1] } - if (!(length(yticks) == 1 & (any(is.na(yticks) | yticks == FALSE)))) { - axis(side = 2, at = yticks, labels = ylabels, tick = TRUE, lty = lty.axis, - lwd = lwd.axis, lwd.ticks = lwd.ticks, col.ticks = col.ticks, - gap.axis = NA,las = las.y, cex.axis = cex.axis, line = 0) + if (is.null(ylab)) { + ylab <- names(y)[1] } ## - if (length(cex.lab) == 1) { - cex.lab <- rep(cex.lab, 2) - } - if (length(col.lab) == 1) { - col.lab <- rep(col.lab, 2) - } - if (!is.null(main)) { - title(main = main, cex.main = cex.main, line = 3) - } - if (!is.null(xlab)) { - title(xlab = xlab, cex.lab = cex.lab[1], line = 3 + lx, - col.lab = col.lab[1]) - } - if (!is.null(ylab)) { - title(ylab = ylab, cex.lab = cex.lab[2], line = ly, col.lab = col.lab[2]) - } - } - if (is.null(xgrid)) { - xgrid <- !add - } - if (is.null(ygrid)) { - ygrid <- !add - } - if (xgrid) { - for (i in xticks) { - abline(v = i, lty = lty.axis, lwd = lwd.ticks, col = col.ticks) - } - } - if (ygrid) { - for (i in yticks) { - abline(h = i, lty = lty.axis, lwd = lwd.ticks, col = col.ticks) - } - } - ## - ## col[!grepl('^#',col)] <- palette()[as.numeric(col[!grepl('^#',col)])] - ## border[!grepl('^#',border)] <- palette()[as.numeric(border[!grepl('^#',border)])] - if (is.numeric(col)) { - col <- palette()[col] - } - if (is.numeric(border)) { - col <- palette()[border] - } - ## - nx <- length(x) - ny <- length(y) - if (all(!is.na(x) & !is.na(y))) { - for (j in 1:max(nx, ny)) { - xx <- x[[(j - 1) %% nx + 1]] - if (is.character(xx)) { - xx <- match(xx, uxx) - } - yy <- y[[(j - 1) %% ny + 1]] - if (is.character(yy)) { - yy <- match(yy, uyy) - } - if (length(xx) > length(yy) + 1 || length(yy) > length(xx) + 1) { - stop(paste0('plot ', j, ': "x" and "y" must have same number ', - 'of rows or differ by 1')) - } - ialpha <- alpha[(j - 1) %% length(alpha) + 1] - icol <- col[(j - 1) %% length(col) + 1] - if (!(type[(j - 1) %% length(type) + 1] == 'h' || - length(xx) == length(yy) + 1 || - length(yy) == length(xx) + 1)) { # not a histogram - if (is.na(ialpha)) { - ialpha <- 0 + if (!add) { + plot.new() + ## par(mai=c(2, 3.5, 2, 0)/2.54, family='Palatino')#, mar=c(4,6,4,0)+0.1) + if (is.null(main)) { + marup <- 0 + } else { + marup <- 3.5 } - icol <- alpha2hex(icol, ialpha) - ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} - ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} + if (is.null(mar)) { + mar <- c(3.25, ly, marup, 1) + c(1, 1.5, 1, 1) + } + mar[is.na(mar)] <- (c(3.25, ly, marup, 1) + c(1, 1.5, 1, 1))[is.na(mar)] + par(mar = mar, family = family) # , mar=c(4,6,4,0)+0.1) ## - plot.xy(xy.coords(x = xx, y = yy), - type = type[(j - 1) %% length(type) + 1], - col = icol, - pch = pch[[(j - 1) %% length(pch) + 1]], - lty = lty[(j - 1) %% length(lty) + 1], - lwd = lwd[(j - 1) %% length(lwd) + 1], - cex = cex[(j - 1) %% length(cex) + 1] - ) - } else { # histogram - iborder <- border[(j - 1) %% length(border) + 1] - iborder.alpha <- border.alpha[(j - 1) %% length(border.alpha) + 1] + plot.window(xlim = xlim, ylim = ylim, xaxs = 'r', yaxs = 'r', asp = asp) ## - if (is.na(ialpha)) { - ialpha <- 0.5 + if (!is.null(xtransf)) { + xlabels <- xtransf(xticks) } - icol <- alpha2hex(icol, ialpha) - ## - if (is.na(iborder.alpha)) { - iborder.alpha <- 0.5 + if (!is.null(ytransf)) { + ylabels <- ytransf(yticks) + } + if (!(length(xticks) == 1 & (any(is.na(xticks) | xticks == FALSE)))) { + axis(side = 1, at = xticks, labels = xlabels, tick = TRUE, lty = lty.axis, + lwd = lwd.axis, lwd.ticks = lwd.ticks, col.ticks = col.ticks, + gap.axis = NA, cex.axis = cex.axis, line = 0) + } + if (!(length(yticks) == 1 & (any(is.na(yticks) | yticks == FALSE)))) { + axis(side = 2, at = yticks, labels = ylabels, tick = TRUE, lty = lty.axis, + lwd = lwd.axis, lwd.ticks = lwd.ticks, col.ticks = col.ticks, + gap.axis = NA,las = las.y, cex.axis = cex.axis, line = 0) } - iborder <- alpha2hex(iborder, iborder.alpha) ## - if (length(yy) == length(xx)) { - xx <- c( - (3 * xx[1] - xx[2]) / 2, - xx[-length(xx)] + diff(xx) / 2, - (3 * xx[length(xx)] - xx[length(xx) - 1]) / 2 - ) + if (length(cex.lab) == 1) { + cex.lab <- rep(cex.lab, 2) } - if (length(xx) == length(yy) + 1) { - ## if(is.na(ialpha)){ialpha <- '80'} - ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} - ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} - ## if(is.na(iborder.alpha)){iborder.alpha <- '80'} - ## else if(!is.character(iborder.alpha)){iborder.alpha <- alpha2hex(iborder.alpha)} - ## if(!(is.na(iborder) | nchar(iborder)>7)){iborder <- paste0(iborder, iborder.alpha)} - for (i in 1:(length(xx) - 1)) { - polygon( - x = rbind(xx[i], xx[i], xx[i + 1], xx[i + 1]), - y = rbind(ylim[1], yy[i], yy[i], ylim[1]), - col = icol, border = iborder, - lty = lty[(j - 1) %% length(lty) + 1], - lwd = lwd[(j - 1) %% length(lwd) + 1] - ) - } - } else { - ## iborder <- border[(j-1)%%length(border)+1] - ## iborder.alpha <- border.alpha[(j-1)%%length(border.alpha)+1] - ## - ## if(is.na(ialpha)){ialpha <- 0.5} - ## icol <- alpha2hex(icol, ialpha) - ## if(is.na(ialpha)){ialpha <- '80'} - ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} - ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} - ## - ## if(is.na(iborder.alpha)){iborder.alpha <- 0.5} - ## iborder <- alpha2hex(iborder, iborder.alpha) - ## if(is.na(iborder.alpha)){iborder.alpha <- '80'} - ## else if(!is.character(iborder.alpha)){iborder.alpha <- alpha2hex(iborder.alpha)} - ## if(!(is.na(iborder) | nchar(iborder)>7)){iborder <- paste0(iborder, iborder.alpha)} - for (i in 1:(length(yy) - 1)) { - polygon( - y = rbind(yy[i], yy[i], yy[i + 1], yy[i + 1]), - x = rbind(xlim[1], xx[i], xx[i], xlim[1]), - col = icol, border = iborder, - lty = lty[(j - 1) %% length(lty) + 1], - lwd = lwd[(j - 1) %% length(lwd) + 1] - ) - } + if (length(col.lab) == 1) { + col.lab <- rep(col.lab, 2) + } + if (!is.null(main)) { + title(main = main, cex.main = cex.main, line = 3) + } + if (!is.null(xlab)) { + title(xlab = xlab, cex.lab = cex.lab[1], line = 3 + lx, + col.lab = col.lab[1]) + } + if (!is.null(ylab)) { + title(ylab = ylab, cex.lab = cex.lab[2], line = ly, col.lab = col.lab[2]) + } + } + if (is.null(xgrid)) { + xgrid <- !add + } + if (is.null(ygrid)) { + ygrid <- !add + } + if (xgrid) { + for (i in xticks) { + abline(v = i, lty = lty.axis, lwd = lwd.ticks, col = col.ticks) + } + } + if (ygrid) { + for (i in yticks) { + abline(h = i, lty = lty.axis, lwd = lwd.ticks, col = col.ticks) + } + } + ## + ## col[!grepl('^#',col)] <- palette()[as.numeric(col[!grepl('^#',col)])] + ## border[!grepl('^#',border)] <- palette()[as.numeric(border[!grepl('^#',border)])] + if (is.numeric(col)) { + col <- palette()[col] + } + if (is.numeric(border)) { + col <- palette()[border] + } + ## + nx <- length(x) + ny <- length(y) + if (all(!is.na(x) & !is.na(y))) { + for (j in 1:max(nx, ny)) { + xx <- x[[(j - 1) %% nx + 1]] + if (is.character(xx)) { + xx <- match(xx, uxx) + } + yy <- y[[(j - 1) %% ny + 1]] + if (is.character(yy)) { + yy <- match(yy, uyy) + } + if (length(xx) > length(yy) + 1 || length(yy) > length(xx) + 1) { + stop(paste0('plot ', j, ': "x" and "y" must have same number ', + 'of rows or differ by 1')) + } + ialpha <- alpha[(j - 1) %% length(alpha) + 1] + icol <- col[(j - 1) %% length(col) + 1] + if (!(type[(j - 1) %% length(type) + 1] == 'h' || + length(xx) == length(yy) + 1 || + length(yy) == length(xx) + 1)) { # not a histogram + if (is.na(ialpha)) { + ialpha <- 0 + } + icol <- alpha2hex(icol, ialpha) + ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} + ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} + ## + plot.xy(xy.coords(x = xx, y = yy), + type = type[(j - 1) %% length(type) + 1], + col = icol, + pch = pch[[(j - 1) %% length(pch) + 1]], + lty = lty[(j - 1) %% length(lty) + 1], + lwd = lwd[(j - 1) %% length(lwd) + 1], + cex = cex[(j - 1) %% length(cex) + 1] + ) + } else { # histogram + iborder <- border[(j - 1) %% length(border) + 1] + iborder.alpha <- border.alpha[(j - 1) %% length(border.alpha) + 1] + ## + if (is.na(ialpha)) { + ialpha <- 0.5 + } + icol <- alpha2hex(icol, ialpha) + ## + if (is.na(iborder.alpha)) { + iborder.alpha <- 0.5 + } + iborder <- alpha2hex(iborder, iborder.alpha) + ## + if (length(yy) == length(xx)) { + xx <- c( + (3 * xx[1] - xx[2]) / 2, + xx[-length(xx)] + diff(xx) / 2, + (3 * xx[length(xx)] - xx[length(xx) - 1]) / 2 + ) + } + if (length(xx) == length(yy) + 1) { + ## if(is.na(ialpha)){ialpha <- '80'} + ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} + ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} + ## if(is.na(iborder.alpha)){iborder.alpha <- '80'} + ## else if(!is.character(iborder.alpha)){iborder.alpha <- alpha2hex(iborder.alpha)} + ## if(!(is.na(iborder) | nchar(iborder)>7)){iborder <- paste0(iborder, iborder.alpha)} + for (i in 1:(length(xx) - 1)) { + polygon( + x = rbind(xx[i], xx[i], xx[i + 1], xx[i + 1]), + y = rbind(ylim[1], yy[i], yy[i], ylim[1]), + col = icol, border = iborder, + lty = lty[(j - 1) %% length(lty) + 1], + lwd = lwd[(j - 1) %% length(lwd) + 1] + ) + } + } else { + ## iborder <- border[(j-1)%%length(border)+1] + ## iborder.alpha <- border.alpha[(j-1)%%length(border.alpha)+1] + ## + ## if(is.na(ialpha)){ialpha <- 0.5} + ## icol <- alpha2hex(icol, ialpha) + ## if(is.na(ialpha)){ialpha <- '80'} + ## else if(!is.character(ialpha)){ialpha <- alpha2hex(ialpha)} + ## if(!(is.na(icol) | nchar(icol)>7)){icol <- paste0(icol, ialpha)} + ## + ## if(is.na(iborder.alpha)){iborder.alpha <- 0.5} + ## iborder <- alpha2hex(iborder, iborder.alpha) + ## if(is.na(iborder.alpha)){iborder.alpha <- '80'} + ## else if(!is.character(iborder.alpha)){iborder.alpha <- alpha2hex(iborder.alpha)} + ## if(!(is.na(iborder) | nchar(iborder)>7)){iborder <- paste0(iborder, iborder.alpha)} + for (i in 1:(length(yy) - 1)) { + polygon( + y = rbind(yy[i], yy[i], yy[i + 1], yy[i + 1]), + x = rbind(xlim[1], xx[i], xx[i], xlim[1]), + col = icol, border = iborder, + lty = lty[(j - 1) %% length(lty) + 1], + lwd = lwd[(j - 1) %% length(lwd) + 1] + ) + } + } + } } - } } - } } tlegend <- function(x, y=NULL, legend, col=palette(), pch=c(1,0,2,5,6,3,4), lty=1:4, lwd=2, alpha=0, cex=1.5, ...){ @@ -481,7 +481,7 @@ plotquantiles <- function(x, y, col=7, alpha=0.75, border=NA, xlim=range(x), yli ## tplot(x=NA, y=NA, xlim=xlim, ylim=ylim, ...) polygon(x=c(x,rev(x)), y=c(y[1,], rev(y[2,])), - col=col, border=border) + col=col, border=border) } scatteraxis <- function(x, side=1, n=128, col='#555555', alpha=0.5, ext=5, pos=NULL, exts=NULL, lwd=0.1, ...){ @@ -530,28 +530,28 @@ thist <- function(x, n=NULL, type=8, pretty=FALSE, plot=FALSE, extendbreaks=FALS equidist=NA ) }else{ - ax <- ax[!is.na(ax) & is.finite(ax)] - if(is.null(an)){an <- (round(sqrt(length(ax))/2))} - if(length(an)==1 && (is.na(an) || an=='i' || an=='integer')){breaks <- (round(min(ax))-0.5):(round(max(ax))+0.5)} - else if(length(an) > 1 || is.character(an)){breaks <- an} - else if(length(an) == 1 && an > 0){ - rg <- range(ax) - if(diff(rg)==0){rg <- rg + c(-0.5,0.5)} - breaks <- seq(rg[1], rg[2], length.out=an+1)} - else if(length(an) == 1 && an < 0){ - rg <- range(ax) - if(diff(rg)==0){rg <- rg + c(-0.5,0.5)} - breaks <- seq(rg[1], rg[2]-an, by=-an) - breaks <- breaks - (breaks[length(breaks)]-rg[2])/2 - } - else {print('Error with n')} - if(!is.null(pretty) && pretty){ - breaks <- pretty(ax, n=length(breaks)-1) - } - if(extendbreaks){ - breaks <- c(-Inf,breaks,+Inf) - } - nextout <- hist(x=ax, breaks=breaks, plot=FALSE) + ax <- ax[!is.na(ax) & is.finite(ax)] + if(is.null(an)){an <- (round(sqrt(length(ax))/2))} + if(length(an)==1 && (is.na(an) || an=='i' || an=='integer')){breaks <- (round(min(ax))-0.5):(round(max(ax))+0.5)} + else if(length(an) > 1 || is.character(an)){breaks <- an} + else if(length(an) == 1 && an > 0){ + rg <- range(ax) + if(diff(rg)==0){rg <- rg + c(-0.5,0.5)} + breaks <- seq(rg[1], rg[2], length.out=an+1)} + else if(length(an) == 1 && an < 0){ + rg <- range(ax) + if(diff(rg)==0){rg <- rg + c(-0.5,0.5)} + breaks <- seq(rg[1], rg[2]-an, by=-an) + breaks <- breaks - (breaks[length(breaks)]-rg[2])/2 + } + else {print('Error with n')} + if(!is.null(pretty) && pretty){ + breaks <- pretty(ax, n=length(breaks)-1) + } + if(extendbreaks){ + breaks <- c(-Inf,breaks,+Inf) + } + nextout <- hist(x=ax, breaks=breaks, plot=FALSE) } out <- c(out,list(nextout)) } @@ -559,7 +559,7 @@ thist <- function(x, n=NULL, type=8, pretty=FALSE, plot=FALSE, extendbreaks=FALS tplot(x=lapply(out,function(xx){ if(length(xx$breaks)==1){xx$mids}else{xx$breaks} } ), - y=lapply(out,function(xx)xx$density),ylim=c(0,NA),type='h', ...) + y=lapply(out,function(xx)xx$density),ylim=c(0,NA),type='h', ...) }else{ if(length(out)==1){unlist(out,recursive=F)}else{out} } @@ -580,9 +580,9 @@ tsummary <- function(x){ ## Function to build powerset powerset <<- function(set){ - n <- length(set) - masks <- 2^(1:n-1) - lapply( 1:2^n-1, function(u) set[ bitwAnd(u, masks) != 0 ] ) + n <- length(set) + masks <- 2^(1:n-1) + lapply( 1:2^n-1, function(u) set[ bitwAnd(u, masks) != 0 ] ) } ## Greatest common denominator @@ -603,5 +603,5 @@ tablev <- function(x, values=NULL, norm=FALSE){ tnormalize(table(c(x,values))-!(is.null(values))) }else{ table(c(x,values))-!(is.null(values)) - } + } } diff --git a/R/util_vtransform.R b/R/util_vtransform.R index 762010b0..3ce166a7 100644 --- a/R/util_vtransform.R +++ b/R/util_vtransform.R @@ -57,328 +57,359 @@ vtransform <- function( with(data = as.list(auxmetadata[auxmetadata$name == v, ]), { - if (invjacobian) { #### Calculation of reciprocal Jacobian factors - if (mcmctype %in% c('R', 'C')) { - if (mcmctype %in% c('C')) { - selma <- datum <= leftbound | datum >= rightbound - } - if (transform == 'log') { - datum <- (datum - domainmin) * tscale - } else if (transform == 'logminus') { - datum <- (domainmax - datum) * tscale - } else if (transform == 'Q') { - datum <- util_Q(0.5 + - (datum - (domainmin + domainmax)/2) / - (domainmax - domainmin) - ) - datum <- util_DQ(datum) * tscale * (domainmax - domainmin) - } else if (transform == 'identity') { - datum[] <- tscale - } else { - stop('Unknown transformation for variate ', v) - } - if (mcmctype %in% c('C')) { - datum[selma] <- 1 - } - datum[is.na(datum)] <- 1 - } else { - datum <- rep(1, length(datum)) - } - } else { -#### Transformation to internal value for MCMC - -#### Continuous, open domain - - if (mcmctype == 'R') { - - if (Rout == 'normalized') { - ## used for MCMC - if (transform == 'log') { - datum <- log(datum - domainmin) - } else if (transform == 'logminus') { - datum <- -log(domainmax - datum) - } else if (transform == 'Q') { - datum <- util_Q(0.5 + - (datum - (domainmin + domainmax)/2) / - (domainmax - domainmin) - ) - } - datum <- (datum - tlocation) / tscale - - } else if (Rout == 'original') { - ## transformation from MCMC representation - ## to original domain - datum <- datum * tscale + tlocation - if (transform == 'log') { - datum <- exp(datum) + domainmin - } else if (transform == 'logminus') { - datum <- domainmax - exp(-datum) - } else if (transform == 'Q') { - datum <- (util_invQ(datum) - 0.5) * (domainmax - domainmin) + - (domainmin + domainmax)/2 - } - - } else if (Rout != 'mi'){ - ## used in mutualinfo() - stop('Unknown transformation for variate', v) - } - -#### Continuous, closed domain - } else if (mcmctype == 'C') { - - if (Cout == 'init') { - ## init value used for MCMC - ## output: - ## for datapoints with known value within domain - ## it must be set to NA (will be ignored by Nimble) - ## because it's already given as data; - ## for datapoints with unknown value - ## we set it to 0; - ## for datapoints at boundaries - ## we set it slightly outside the boundaries. - selna <- is.na(datum) - selmin <- !is.na(datum) & (datum <= leftbound) - selmax <- !is.na(datum) & (datum >= rightbound) - selmid <- !is.na(datum) & - (datum > leftbound) & (datum < rightbound) - datum[selna] <- 0L - datum[selmin] <- tleftbound - 0.125 - datum[selmax] <- trightbound + 0.125 - datum[selmid] <- NA - - } else if (Cout == 'left') { - ## used for MCMC - sel <- is.na(datum) | (datum < rightbound) - datum[sel] <- -Inf - datum[!sel] <- trightbound - - } else if (Cout == 'right') { - ## used for MCMC - sel <- is.na(datum) | (datum > leftbound) - datum[sel] <- +Inf - datum[!sel] <- tleftbound - - } else if (Cout == 'lat') { - ## latent variable used for MCMC - ## Boundary values are not fixed, free to roam - datum[(datum >= rightbound) | - (datum <= leftbound)] <- NA - - ## Non-boundary values are fixed data - if (transform == 'log') { - datum <- log(datum - domainmin) - } else if (transform == 'logminus') { - datum <- -log(domainmax - datum) - } else if (transform == 'Q') { - datum <- util_Q(0.5 + - (datum - - (domainmin + domainmax)/2) / - (domainmax - domainmin)) + ## if (is.na(invjacobian)) { + ## ## 'datum' are given in the transformed domain + ## ## output is log-inverse-jacobian + ## if (mcmctype %in% c('R', 'C')) { + ## if (mcmctype %in% c('C')) { + ## selma <- datum <= tleftbound | datum >= trightbound + ## } + ## datum <- tscale * datum + tlocation + ## if (transform == 'log') { + ## datum + log(tscale) + ## } else if (transform == 'logminus') { + ## -datum + log(tscale) + ## } else if (transform == 'Q') { + ## log(util_DQ(datum)) + log(tscale) + log(domainmax - domainmin) + ## } else if (transform == 'identity') { + ## datum <- rep(log(tscale), length(datum)) + ## } else { + ## stop('Unknown transformation for variate ', v) + ## } + ## if (mcmctype %in% c('C')) { + ## datum[selma] <- 0 + ## } + ## datum[is.na(datum)] <- 0 + ## } else { + ## datum <- numeric(length(datum)) + ## } + ## } else + if (invjacobian) { + ## 'datum' is given in the original domain + if (mcmctype %in% c('R', 'C')) { + if (mcmctype %in% c('C')) { + selma <- datum <= leftbound | datum >= rightbound } - ## - datum <- (datum - tlocation) / tscale - - } else if (Cout == 'aux') { - ## aux, indicator variable used for MCMC - sel <- is.na(datum) - datum[sel] <- NA - datum[!sel] <- 1L - - } else if (Cout == 'boundisinf') { - ## used in sampling functions - selmax <- (datum >= rightbound) - selmin <- (datum <= leftbound) - ## if (transform == 'log') { - datum <- log(datum - domainmin) + datum <- (datum - domainmin) * tscale } else if (transform == 'logminus') { - datum <- -log(domainmax - datum) + datum <- (domainmax - datum) * tscale } else if (transform == 'Q') { datum <- util_Q(0.5 + - (datum - - (domainmin + domainmax)/2) / - (domainmax - domainmin)) + (datum - (domainmin + domainmax)/2) / + (domainmax - domainmin) + ) + datum <- util_DQ(datum) * tscale * (domainmax - domainmin) + } else if (transform == 'identity') { + datum <- rep(tscale, length(datum)) + } else { + stop('Unknown transformation for variate ', v) } - ## - datum <- (datum - tlocation) / tscale - datum[selmax] <- +Inf - datum[selmin] <- -Inf - - } else if (Cout == 'normalized') { - ## used only for debugging - datum[datum <= leftbound] <- domainmin - datum[datum >= rightbound] <- domainmax - ## - if (transform == 'log') { - datum <- log(datum - domainmin) - } else if (transform == 'logminus') { - datum <- -log(domainmax - datum) - } else if (transform == 'Q') { - datum <- util_Q(0.5 + - (datum - - (domainmin + domainmax)/2) / - (domainmax - domainmin)) + if (mcmctype %in% c('C')) { + datum[selma] <- 1 } - ## - datum <- (datum - tlocation) / tscale - - } else if (Cout == 'mi') { - ## used in mutualinfo - datum[datum >= trightbound] <- +Inf - datum[datum <= tleftbound] <- -Inf - - } else if (Cout == 'original') { - ## transformation from MCMC representation - ## to original domain - datum <- datum * tscale + tlocation - if (transform == 'log') { - datum <- exp(datum) + domainmin - } else if (transform == 'logminus') { - datum <- domainmax - exp(-datum) - } else if (transform == 'Q') { - datum <- (util_invQ(datum) - 0.5) * - (domainmax - domainmin) + - (domainmin + domainmax) / 2 - } - datum[datum <= leftbound] <- leftbound - datum[datum >= rightbound] <- rightbound - + datum[is.na(datum)] <- 1 } else { - stop('Unknown transformation for variate ', v) + datum <- rep(1, length(datum)) } + } else { +#### Transformation to internal value for MCMC +#### Continuous, open domain -#### Continuous rounded - } else if (mcmctype == 'D') { - - if (Dout == 'init') { - ## init value used for MCMC - ## output: - ## for datapoints with known value within domain - ## we set it to their transformed value; - ## for datapoints with unknown value - ## we set it to 0; - ## for datapoints at boundaries - ## we set it slightly outside the boundaries. - selna <- is.na(datum) - datum <- (datum - tlocation) / tscale - datum[selna] <- 0L - - } else if (Dout == 'left') { - ## used for MCMC - selmin <- is.na(datum) | (datum <= leftbound) - selmax <- (datum >= rightbound) - datum <- (datum - halfstep - tlocation) / tscale - datum[selmin] <- -Inf - datum[selmax] <- (rightbound - tlocation) / tscale - - } else if (Dout == 'right') { - ## used for MCMC - selmin <- (datum <= leftbound) - selmax <- is.na(datum) | (datum >= rightbound) - datum <- (datum + halfstep - tlocation) / tscale - datum[selmin] <- (leftbound - tlocation) / tscale - datum[selmax] <- +Inf - - } else if (Dout == 'aux') { - ## aux variable used for MCMC - sel <- is.na(datum) - datum[sel] <- NA - datum[!sel] <- 1L - - } else if (Dout == 'boundisinf') { - ## used in sampling functions - selmin <- (datum - halfstep <= domainmin) - selmax <- (datum + halfstep >= domainmax) - ## - datum <- (datum - tlocation) / tscale - datum[selmin] <- -Inf - datum[selmax] <- +Inf - - } else if (Dout == 'normalized') { - ## used in sampling functions - datum[datum <= leftbound] <- domainmin - datum[datum >= rightbound] <- domainmax - datum <- (datum - tlocation) / tscale - - } else if (Dout == 'mi') { - ## used in mutualinfo - datum[datum <= tleftbound] <- -Inf - datum[datum >= trightbound] <- +Inf - - } else if (Dout == 'original') { - ## transformation from MCMC representation - ## to original domain - datum <- tlocation + 2 * halfstep * - round((datum * tscale) / (2 * halfstep)) - datum[datum <= leftbound] <- domainmin - datum[datum >= rightbound] <- domainmax + if (mcmctype == 'R') { + + if (Rout == 'normalized') { + ## used for MCMC + if (transform == 'log') { + datum <- log(datum - domainmin) + } else if (transform == 'logminus') { + datum <- -log(domainmax - datum) + } else if (transform == 'Q') { + datum <- util_Q(0.5 + + (datum - (domainmin + domainmax)/2) / + (domainmax - domainmin) + ) + } + datum <- (datum - tlocation) / tscale + + } else if (Rout == 'original') { + ## transformation from MCMC representation + ## to original domain + datum <- datum * tscale + tlocation + if (transform == 'log') { + datum <- exp(datum) + domainmin + } else if (transform == 'logminus') { + datum <- domainmax - exp(-datum) + } else if (transform == 'Q') { + datum <- (util_invQ(datum) - 0.5) * (domainmax - domainmin) + + (domainmin + domainmax)/2 + } + + } else if (Rout != 'mi'){ + ## used in mutualinfo() + stop('Unknown transformation for variate', v) + } - } else { - stop('Unknown transformation for variate ', v) - } +#### Continuous, closed domain + } else if (mcmctype == 'C') { + + if (Cout == 'init') { + ## init value used for MCMC + ## output: + ## for datapoints with known value within domain + ## it must be set to NA (will be ignored by Nimble) + ## because it's already given as data; + ## for datapoints with unknown value + ## we set it to 0; + ## for datapoints at boundaries + ## we set it slightly outside the boundaries. + selna <- is.na(datum) + selmin <- !is.na(datum) & (datum <= leftbound) + selmax <- !is.na(datum) & (datum >= rightbound) + selmid <- !is.na(datum) & + (datum > leftbound) & (datum < rightbound) + datum[selna] <- 0L + datum[selmin] <- tleftbound - 0.125 + datum[selmax] <- trightbound + 0.125 + datum[selmid] <- NA + + } else if (Cout == 'left') { + ## used for MCMC + sel <- is.na(datum) | (datum < rightbound) + datum[sel] <- -Inf + datum[!sel] <- trightbound + + } else if (Cout == 'right') { + ## used for MCMC + sel <- is.na(datum) | (datum > leftbound) + datum[sel] <- +Inf + datum[!sel] <- tleftbound + + } else if (Cout == 'lat') { + ## latent variable used for MCMC + ## Boundary values are not fixed, free to roam + datum[(datum >= rightbound) | + (datum <= leftbound)] <- NA + + ## Non-boundary values are fixed data + if (transform == 'log') { + datum <- log(datum - domainmin) + } else if (transform == 'logminus') { + datum <- -log(domainmax - datum) + } else if (transform == 'Q') { + datum <- util_Q(0.5 + + (datum - + (domainmin + domainmax)/2) / + (domainmax - domainmin)) + } + ## + datum <- (datum - tlocation) / tscale + + } else if (Cout == 'aux') { + ## aux, indicator variable used for MCMC + sel <- is.na(datum) + datum[sel] <- NA + datum[!sel] <- 1L + + } else if (Cout == 'boundisinf') { + ## used in sampling functions + selmax <- (datum >= rightbound) + selmin <- (datum <= leftbound) + ## + if (transform == 'log') { + datum <- log(datum - domainmin) + } else if (transform == 'logminus') { + datum <- -log(domainmax - datum) + } else if (transform == 'Q') { + datum <- util_Q(0.5 + + (datum - + (domainmin + domainmax)/2) / + (domainmax - domainmin)) + } + ## + datum <- (datum - tlocation) / tscale + datum[selmax] <- +Inf + datum[selmin] <- -Inf + + } else if (Cout == 'normalized') { + ## used only for debugging + datum[datum <= leftbound] <- domainmin + datum[datum >= rightbound] <- domainmax + ## + if (transform == 'log') { + datum <- log(datum - domainmin) + } else if (transform == 'logminus') { + datum <- -log(domainmax - datum) + } else if (transform == 'Q') { + datum <- util_Q(0.5 + + (datum - + (domainmin + domainmax)/2) / + (domainmax - domainmin)) + } + ## + datum <- (datum - tlocation) / tscale + + } else if (Cout == 'mi') { + ## used in mutualinfo + datum[datum >= trightbound] <- +Inf + datum[datum <= tleftbound] <- -Inf + + } else if (Cout == 'original') { + ## transformation from MCMC representation + ## to original domain + datum <- datum * tscale + tlocation + if (transform == 'log') { + datum <- exp(datum) + domainmin + } else if (transform == 'logminus') { + datum <- domainmax - exp(-datum) + } else if (transform == 'Q') { + datum <- (util_invQ(datum) - 0.5) * + (domainmax - domainmin) + + (domainmin + domainmax) / 2 + } + datum[datum <= leftbound] <- leftbound + datum[datum >= rightbound] <- rightbound + + } else { + stop('Unknown transformation for variate ', v) + } - ## Ordinal - } else if (mcmctype == 'O') { - if (Oout == 'numeric') { - bvalues <- 1:Nvalues - names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) - datum <- bvalues[as.character(datum)] - } else if (Oout == 'original') { - bvalues <- 1:Nvalues - names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) - datum <- names(bvalues[datum]) +#### Continuous rounded + } else if (mcmctype == 'D') { + + if (Dout == 'init') { + ## init value used for MCMC + ## output: + ## for datapoints with known value within domain + ## we set it to their transformed value; + ## for datapoints with unknown value + ## we set it to 0; + ## for datapoints at boundaries + ## we set it slightly outside the boundaries. + selna <- is.na(datum) + datum <- (datum - tlocation) / tscale + datum[selna] <- 0L + + } else if (Dout == 'left') { + ## used for MCMC + selmin <- is.na(datum) | (datum <= leftbound) + selmax <- (datum >= rightbound) + datum <- (datum - halfstep - tlocation) / tscale + datum[selmin] <- -Inf + datum[selmax] <- (rightbound - tlocation) / tscale + + } else if (Dout == 'right') { + ## used for MCMC + selmin <- (datum <= leftbound) + selmax <- is.na(datum) | (datum >= rightbound) + datum <- (datum + halfstep - tlocation) / tscale + datum[selmin] <- (leftbound - tlocation) / tscale + datum[selmax] <- +Inf + + } else if (Dout == 'aux') { + ## aux variable used for MCMC + sel <- is.na(datum) + datum[sel] <- NA + datum[!sel] <- 1L + + } else if (Dout == 'boundisinf') { + ## used in sampling functions + selmin <- (datum - halfstep <= domainmin) + selmax <- (datum + halfstep >= domainmax) + ## + datum <- (datum - tlocation) / tscale + datum[selmin] <- -Inf + datum[selmax] <- +Inf + + } else if (Dout == 'normalized') { + ## used in sampling functions + datum[datum <= leftbound] <- domainmin + datum[datum >= rightbound] <- domainmax + datum <- (datum - tlocation) / tscale + + } else if (Dout == 'mi') { + ## used in mutualinfo + datum[datum <= tleftbound] <- -Inf + datum[datum >= trightbound] <- +Inf + + } else if (Dout == 'original') { + ## transformation from MCMC representation + ## to original domain + datum <- tlocation + 2 * halfstep * + round((datum * tscale) / (2 * halfstep)) + datum[datum <= leftbound] <- domainmin + datum[datum >= rightbound] <- domainmax + + } else { + stop('Unknown transformation for variate ', v) + } - } else if (Oout != 'mi') { - stop('Unknown transformation for variate ', v) - } + ## Ordinal + } else if (mcmctype == 'O') { - ## Nominal - } else if (mcmctype == 'N') { + if (Oout == 'numeric') { + bvalues <- 1:Nvalues + names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) + ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) + datum <- bvalues[as.character(datum)] - if (Nout == 'numeric') { - bvalues <- 1:Nvalues - names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) - datum <- bvalues[as.character(datum)] + } else if (Oout == 'original') { + bvalues <- 1:Nvalues + names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) + ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) + datum <- names(bvalues[datum]) - } else if (Nout == 'original') { - bvalues <- 1:Nvalues - names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) - datum <- names(bvalues[datum]) + } else if (Oout != 'mi') { + stop('Unknown transformation for variate ', v) + } - } else if (Nout != 'mi') { - stop('Unknown transformation for variate', v) - } + ## Nominal + } else if (mcmctype == 'N') { - ## Binary - } else if (mcmctype == 'B') { + if (Nout == 'numeric') { + bvalues <- 1:Nvalues + names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) + ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) + datum <- bvalues[as.character(datum)] - if (Bout == 'numeric') { - bvalues <- 0:1 - names(bvalues) <- sapply(bvalues+1, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[c('V1', 'V2')]) - datum <- bvalues[as.character(datum)] + } else if (Nout == 'original') { + bvalues <- 1:Nvalues + names(bvalues) <- sapply(bvalues, function(x)get(paste0('V',x))) + ## names(bvalues) <- unlist(xinfo[paste0('V', bvalues)]) + datum <- names(bvalues[datum]) - } else if (Bout == 'original') { - bvalues <- 0:1 - names(bvalues) <- sapply(bvalues+1, function(x)get(paste0('V',x))) - ## names(bvalues) <- unlist(xinfo[c('V1', 'V2')]) - datum <- names(bvalues[datum + 1L]) + } else if (Nout != 'mi') { + stop('Unknown transformation for variate', v) + } - } else if (Bout != 'mi') { - stop('Unknown transformation for variate ', v) + ## Binary + } else if (mcmctype == 'B') { + ## V1 corresponds to 0 + ## V2 corresponds to 1 + ## in the MC sampler, Bprob is the probability of V2 + if (Bout == 'numeric') { + bvalues <- 0:1 + names(bvalues) <- sapply(bvalues + 1L, + function(x)get(paste0('V', x))) + datum <- bvalues[as.character(datum)] + + } else if (Bout == 'original') { + bvalues <- 0:1 + names(bvalues) <- sapply(bvalues + 1L, + function(x)get(paste0('V', x))) + datum <- names(bvalues[datum + 1L]) + + } else if (Bout != 'mi') { + stop('Unknown transformation for variate ', v) + } } - } - } + } datum }) }), row.names = NULL, col.names = colnames(x)) diff --git a/apptainer.def b/apptainer.def index 75b366ab..6e41a4e7 100644 --- a/apptainer.def +++ b/apptainer.def @@ -29,8 +29,8 @@ From: r-base Rscript -e "install.packages(pkgs=Sys.getenv('GITHUB_WORKSPACE'), repos=NULL)" Rscript -e "library("modelfreeinference")" cd $GITHUB_WORKSPACE && \ - cd development/tests/CI-example-test && \ - Rscript test_custom_30.R + cd development/tests/&& \ + . tests.sh diff --git a/development/scripts_tests/tests_SFD.R b/development/functions_tests/testSFD.R similarity index 58% rename from development/scripts_tests/tests_SFD.R rename to development/functions_tests/testSFD.R index dfa11458..8242679e 100644 --- a/development/scripts_tests/tests_SFD.R +++ b/development/functions_tests/testSFD.R @@ -1,6 +1,5 @@ source('samplesFDistribution.R', local=T) source('util_vtransform.R', local=T) - testSFD <- function( Y, X, @@ -123,7 +122,7 @@ testSFD <- function( } # end loop through X columns } # end X calculation - jaco <- 1 + ljaco <- 0 probY <- 0 for(i in 1:ncol(Y)){ auxm <- auxmetadata[auxmetadata$name == colnames(Y)[i],] @@ -139,9 +138,9 @@ testSFD <- function( sd=sqrt(mcoutput$Rvar[id,,,drop=F]), log=T)) - jaco <- jaco * - c(as.matrix(vtransform(Y[,i,drop=F], auxmetadata = auxm, - invjacobian=T))) + ljaco <- ljaco + + log(c(as.matrix(vtransform(Y[,i,drop=F], auxmetadata = auxm, + invjacobian=TRUE)))) } if(auxm$mcmctype == 'C') { @@ -168,14 +167,14 @@ testSFD <- function( ) ) - jaco <- jaco * + ljaco <- ljaco + log( (if(thisxo <= auxm$leftbound || thisxo >= auxm$rightbound) { 1 } else { c(as.matrix(vtransform(Y[,i,drop=F], auxmetadata = auxm, - invjacobian=T))) - }) + invjacobian=TRUE))) + })) } if(auxm$mcmctype == 'D') { @@ -252,249 +251,5 @@ testSFD <- function( xx - max(xx[is.finite(xx)]) }) } - colSums(exp(probX + probY)) / colSums(exp(probX)) / - (if(jacobian) { jaco } else { 1 }) + colSums(exp(probX + probY - (if(jacobian){ljaco}else{0}))) / colSums(exp(probX)) } - - -#### nadpark -source('util_vtransform.R', local=T) -source('samplesFDistribution.R', local=T) -dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='')[,-1] -mcoutput <- readRDS('/home/pglpm/repositories/parkinsonbayes/data/nadpark/_testtoy_analysis_2_3A4-1-vrt7_dat30_smp1024/Fdistribution.rds') -out <- t(sapply(1:5, function(ipoint){ - sapply(1:ncol(dataset), function(i){ - v0 <- samplesFDistribution(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput, jacobian = T, silent=T) - v1 <- testSFD(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput) - max(abs((v1-v0)/(v1+v0)*2)) - }) -})) -colnames(out) <- mcoutput$auxmetadata$name -out -max(abs(out)) - -############################################################# -## Combs YX -############################################################# - -## nadpark -dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='')[,-1] -mcoutput <- readRDS('/home/pglpm/repositories/parkinsonbayes/data/nadpark/_testtoy_analysis_2_3A4-1-vrt7_dat30_smp1024/Fdistribution.rds') -jac <- F -## -nY <- sample(1:(ncol(dataset)-1), 1) -Ys <- sample(colnames(dataset), nY) -Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) -npoints <- nrow(dataset) -iY <- sample(1:nrow(dataset),npoints) -iX <- sample(1:nrow(dataset),npoints) -## -source('util_vtransform.R', local=T) -source('samplesFDistribution.R', local=T) -out <- sapply(1:length(iY), function(i){ - v0 <- samplesFDistribution( - Y=dataset[iY[i],Ys,drop=F], - X=dataset[iX[i],Xs,drop=F], - mcoutput = mcoutput, jacobian = jac, silent=T, parallel=4) - ## - v1 <- testSFD( - Y=dataset[iY[i],Ys,drop=F], - X=dataset[iX[i],Xs,drop=F], - mcoutput = mcoutput, jacobian = jac) - ## - max(abs((v1-v0)/(v1+v0)*2)) -}) -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Ys] -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] -max(abs(out)) - - -## mtcars -data(mtcars) -dataset <- mtcars -mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/mtcars/_newD_test_mtcars-3-vrt11_dat32_smp512/Fdistribution.rds') -jac <- F -## -nY <- sample(1:(ncol(dataset)-1), 1) -Ys <- sample(colnames(dataset), nY) -Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) -npoints <- nrow(dataset) -iY <- sample(1:nrow(dataset),npoints) -iX <- sample(1:nrow(dataset),npoints) -## -source('util_vtransform.R', local=T) -source('samplesFDistribution.R', local=T) -out <- sapply(1:length(iY), function(i){ - v0 <- samplesFDistribution( - Y=dataset[iY[i],Ys,drop=F], - X=dataset[iX[i],Xs,drop=F], - mcoutput = mcoutput, jacobian = jac, silent=T, parallel=4) - ## - v1 <- testSFD( - Y=dataset[iY[i],Ys,drop=F], - X=dataset[iX[i],Xs,drop=F], - mcoutput = mcoutput, jacobian = jac) - ## - max(abs((v1-v0)/(v1+v0)*2)) -}) -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Ys] -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] -max(abs(out)) - - - -out <- t(sapply(1:nrow(dataset), function(ipoint){ - sapply(1:ncol(dataset), function(i){ - v0 <- samplesFDistribution(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput, jacobian = jac, silent=T, parallel=4) - v1 <- testSFD(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput, jacobian = jac) - max(abs((v1-v0)/(v1+v0)*2)) - }) -})) -colnames(out) <- mcoutput$auxmetadata$mcmctype -apply(abs(out),2,max) -max(abs(out)) - - - - -source('util_vtransform.R', local=T) -source('samplesFDistribution.R', local=T) -source('mutualinfo.R', local=T) -data(mtcars) -dataset <- mtcars -mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/mtcars/_newD_test_mtcars-3-vrt11_dat32_smp512/Fdistribution.rds') -## -Y1s <- sample(colnames(mtcars),2) -Y2s <- sample(setdiff(colnames(mtcars), Y1s),2) -Xs <- sample(setdiff(colnames(mtcars), c(Y1s,Y2s)),2) - -set.seed(16) -## -out <- mutualinfo( - Y1names = Y1s, - Y2names = Y2s, - X = mtcars[1, Xs, drop=F], - mcoutput = mcoutput, - nsamples = 3600, - parallel = 4 -) -out[1:3] -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Y1s] -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Y2s] -mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] -summary(c(out$lW)) -summary(out$lpY12) -summary(out$lpY1) -out2 <- mutualinfo( - Y1names = Y2s, - Y2names = Y1s, - X = mtcars[1, Xs, drop=F], - mcoutput = mcoutput, - nsamples = 3600, - parallel = 4 -) -out2[1:3] -summary(c(out2$lW)) -summary(out2$lpY12) -summary(out2$lpY1) - -Y1s -Y2s -Xs - -## > $MI -## [1] 0.0879007 -## -## $error -## [1] 0.00961313 -## -## $unit -## [1] "Sh" -## -## > [1] "B" "O" -## > [1] "R" "D" -## > [1] "O" "O" -## > Min. 1st Qu. Median Mean 3rd Qu. Max. -## -Inf -89.27 -43.24 -Inf -17.62 -1.87 -## > Min. 1st Qu. Median Mean 3rd Qu. Max. NA's -## -6.30 -3.79 -2.95 -3.34 -2.55 -1.44 2 -## > Min. 1st Qu. Median Mean 3rd Qu. Max. -## -5.79 -3.59 -3.35 -3.43 -2.31 -2.29 -## > . + > -## Using already registered doParallelSNOW with 4 workers -## > $MI -## [1] 0.259644 -## -## $error -## [1] 0.0107776 -## -## $unit -## [1] "Sh" -## -## > [1] "B" "O" -## > [1] "R" "D" -## > [1] "O" "O" -## > Min. 1st Qu. Median Mean 3rd Qu. Max. -## -Inf -89.27 -43.24 -Inf -17.62 -1.87 -## > Min. 1st Qu. Median Mean 3rd Qu. Max. -## -25.83 -10.92 -9.22 -3.32 -1.10 42.87 -## > Min. 1st Qu. Median Mean 3rd Qu. Max. -## -28.09 -11.17 -9.42 -3.58 -1.60 41.71 -## > out2$MI-out2$error -## [1] 0.248867 -## > out$MI+out$error -## [1] 0.0975138 -## > Y1s -## + Y2s -## + Xs -## [1] "carb" "am" -## > [1] "hp" "disp" -## > [1] "cyl" "gear" -## > which(is.na(out$lpY12)) -## [1] 2917 3941 - - - - -## ***lW -## Min. 1st Qu. Median Mean 3rd Qu. Max. -## -Inf -87.88 -41.56 -Inf -15.89 -1.51 -## -## ***lpY12 -## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's -## -34.36 -6.65 -5.47 -5.94 -4.93 -2.50 27 -## -## ***lpY1 -## Min. 1st Qu. Median Mean 3rd Qu. Max. -## -32.29 -6.69 -5.59 -5.96 -4.69 0.36 -## > $MI -## [1] NaN -## -## $error -## [1] NA -## -## $unit -## [1] "Sh" -## -## > Y1s -## [1] "drat" "carb" -## > Y2s -## [1] "am" "hp" -## > Xs -## [1] "vs" "cyl" -## > str(out$lp1) -## NULL -## > str(out$lpY12) -## num [1:4096] -5.97 -6.78 -5.42 -3.15 -5.14 ... -## > summary(out$lpY12) -## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's -## -34.36 -6.65 -5.47 -5.94 -4.93 -2.50 27 -## > which(is.na(out$lpY12)) -## [1] 23 166 551 566 571 1078 1125 1483 1887 1913 2056 2062 2105 2123 2522 2614 -## [17] 2783 3003 3019 3183 3341 3366 3515 3623 3659 3693 4058 - - - - - - diff --git a/development/functions_tests/test_mutualinfo.R b/development/functions_tests/test_mutualinfo.R new file mode 100644 index 00000000..c33856d6 --- /dev/null +++ b/development/functions_tests/test_mutualinfo.R @@ -0,0 +1,249 @@ +#### custom +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/dataset_custom30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +## +Y1s <- sample(colnames(dataset),2) +Y2s <- sample(setdiff(colnames(dataset), Y1s),2) +Xs <- sample(setdiff(colnames(dataset), c(Y1s,Y2s)),2) +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('mutualinfo.R', local=T) +set.seed(16) +## +out <- mutualinfo( + Y1names = Y1s, + Y2names = Y2s, + X = NULL,#mtcars[1, Xs, drop=F], + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + +out <- mutualinfo( + Y1names = 'N2vrt', + Y2names = c('Rvrt', 'Bvrt'), + X = NULL, + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + + +library('modelfreeinference') + + + +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/dataset_custom30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +## +Y1s <- sample(colnames(dataset),3) +Y2s <- sample(setdiff(colnames(dataset), Y1s),3) +Xs <- sample(setdiff(colnames(dataset), c(Y1s,Y2s)),3) + +set.seed(16) +## +system.time( + out <- mutualinfo( + Y1names = Y1s, + Y2names = Y2s, + X = dataset[1,Xs], + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 + ) +) + + +set.seed(16) +## +system.time( +out2 <- mutualinfo2( + Y1names = Y1s, + Y2names = Y2s, + X = dataset[1,Xs], + mcoutput = mcoutput, + nsamples = 3600, + parallel = 1 +) +) + + +identical(out,out2) + + + + + + + +#### mtcars +data(mtcars) +dataset <- mtcars +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/mtcars/_newD_test_mtcars-3-vrt11_dat32_smp512/Fdistribution.rds') +## +Y1s <- sample(colnames(mtcars),2) +Y2s <- sample(setdiff(colnames(mtcars), Y1s),2) +Xs <- sample(setdiff(colnames(mtcars), c(Y1s,Y2s)),2) +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('mutualinfo.R', local=T) +## set.seed(16) +## +out <- mutualinfo( + Y1names = Y1s, + Y2names = Y2s, + X = NULL,#mtcars[1, Xs, drop=F], + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + + +#### BN_functdependence +## B1='yes' is correlated with N1=c('A','B') +## B1='no' is correlated with N1=c('C') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/BN_functdependence/Fdistribution.rds') + +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('mutualinfo.R', local=T) +set.seed(16) +out <- mutualinfo( + Y1names = 'B1', + Y2names = 'N1', + X = NULL, + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + +source('mutualinfo.R', local=T) +out <- mutualinfo( + Y1names = 'N1', + Y2names = NULL, + X = cbind(B1='no'), + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + +source('mutualinfo.R', local=T) +out <- mutualinfo( + Y1names = 'B1', + Y2names = NULL, + X = cbind(N1='C'), + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + +source('mutualinfo.R', local=T) +out <- mutualinfo( + Y1names = 'N1', + Y2names = 'B1', + X = NULL, + mcoutput = mcoutput, + nsamples = 3600, + parallel = 4 +) +out + + +set.seed(16) +system.time( +out <- mutualinfo( + Y1names = 'N1', + Y2names = 'B1', + X = NULL, + mcoutput = mcoutput, + nsamples = 3600, + parallel = 1 +) +) + +set.seed(16) +system.time( +out2 <- mutualinfo2( + Y1names = 'N1', + Y2names = 'B1', + X = NULL, + mcoutput = mcoutput, + nsamples = 3600, + parallel = 1 +) +) + + + + + + + +### test indentation + +sthsth <- function(asnthsnth, + sthsnth, + sthsnh) {astnhsnth + tnsnthsnth + snthsth +} + +a23456 <- if(a23456 > a23456 + + a23456 < a23456) { + a23456 +} + +a23456 <- function(a23456 + + a23456) { + a23456 +} + +a23456 <- function(a23456, + a23456) {a23456, + a23456 +} + +a23456 <- function(a23456 + + a23456) {a23456 + + a23456 +} + + + + + + + +object <- ifelse(condition1, out1, + ifelse(condition2, out2, out3)) + +fun <- function(argument1, + argument2 + argument3) { + body +} + +(se) + +testa <- matrix(rnorm(64*3600),64,3600) +tests <- abs(testa) +## +testd <- rnorm(128) + + +system.time( + x <- vapply(testa, dnorm, mean=testa, sd=testd, FUN.VALUE=testa) +) + + +system.time( + x <- sapply(testa, dnorm, mean=testa, sd=testd) +) diff --git a/development/functions_tests/test_samplesFDistribution.R b/development/functions_tests/test_samplesFDistribution.R new file mode 100644 index 00000000..0c7e7324 --- /dev/null +++ b/development/functions_tests/test_samplesFDistribution.R @@ -0,0 +1,343 @@ +############################################################# +## Run through elements +############################################################# + +#### custom – test time use of util_lprob.R +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/dataset_custom30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('util_lprob.R', local=T) +source('samplesFDistribution2.R', local=T) + +system.time( + out0 <- sapply(1:ncol(dataset), function(j){ sapply(1:nrow(dataset), function(i){ + samplesFDistribution( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) + })}) +) + +system.time( + out2 <- sapply(1:ncol(dataset), function(j){ sapply(1:nrow(dataset), function(i){ + samplesFDistribution2( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) + })}) +) + +max(abs(2*(out0-out2)/(out0+out2))) + + + + + + +#### custom +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/dataset_custom30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('../development/functions_tests/testSFD.R') +## +out <- sapply(1:ncol(dataset), function(j){ sapply(1:nrow(dataset), function(i){ + v0 <- samplesFDistribution( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + ## + v1 <- testSFD( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, reduceprobx = T) + ## + max(abs((v1-v0)/(v1+v0)*2)) + }) +}) +colnames(out) <- mcoutput$auxmetadata$mcmctype +apply(abs(out),2,max) +max(abs(out)) + + +#### nadpark +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='')[,-1] +mcoutput <- readRDS('/home/pglpm/repositories/parkinsonbayes/data/nadpark/_testtoy_analysis_2_3A4-1-vrt7_dat30_smp1024/Fdistribution.rds') +out <- t(sapply(1:5, function(ipoint){ + sapply(1:ncol(dataset), function(i){ + v0 <- samplesFDistribution(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput, jacobian = T, silent=T) + v1 <- testSFD(Y=dataset[ipoint,i,drop=F], X=NULL, mcoutput = mcoutput) + max(abs((v1-v0)/(v1+v0)*2)) + }) +})) +colnames(out) <- mcoutput$auxmetadata$name +out +max(abs(out)) + + + + +#### BN_functdependence +## B1='yes' is correlated with N1=c('A','B') +## B1='no' is correlated with N1=c('C') +dataset <- data.frame( + B1 = c('yes','yes','no','no','yes'), + N1 = c('A','C','A','C','B') +) +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/BN_functdependence/Fdistribution.rds') +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('../development/functions_tests/testSFD.R') +## +out <- samplesFDistribution( + Y=dataset[,'B1',drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) +out +rowMeans(out) + + +out <- samplesFDistribution( + Y=dataset[,'N1',drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) +out +rowMeans(out) + +samplesFDistribution( + Y=dataset[,'N1',drop=F], + X=dataset[,'B1',drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + +samplesFDistribution( + Y=dataset[,'B1',drop=F], + X=dataset[,'N1',drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + +samplesFDistribution( + Y=cbind(B1='yes'), + X=cbind(N1=LETTERS[1:3]), + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + +samplesFDistribution( + Y=cbind(N1=LETTERS[1:3]), + X=cbind(B1='yes'), + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + +samplesFDistribution( + Y=cbind(N1=LETTERS[1:3]), + X=cbind(B1='no'), + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + + + +out <- sapply(1:ncol(dataset), function(j){ sapply(1:nrow(dataset), function(i){ + v0 <- samplesFDistribution( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, silent=T, parallel=4) + ## + v1 <- testSFD( + Y=dataset[i,j,drop=F], + X=NULL, + mcoutput = mcoutput, jacobian = T, reduceprobx = T) + ## + max(abs((v1-v0)/(v1+v0)*2)) + }) +}) +colnames(out) <- mcoutput$auxmetadata$mcmctype +apply(abs(out),2,max) +max(abs(out)) + + + +############################################################# +## Combinations YX +############################################################# + +#### custom - test new samplesFDistribution +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/dataset_custom150.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +## + +library('modelfreeinference') + +nY <- sample(1:(ncol(dataset)-1), 1) +Ys <- sample(colnames(dataset), nY) +Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) +npoints <- nrow(dataset) +iY <- sample(1:nrow(dataset),npoints) +iX <- sample(1:nrow(dataset),npoints) +## +Ys +Xs + +system.time( +out <- sapply(1:length(iY), function(i){ + samplesFDistribution( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) +}) +) + +system.time( +out2 <- sapply(1:length(iY), function(i){ + samplesFDistribution2( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) +}) +) + +max(abs(2*(out-out2)/(out+out2))) + + + + + +#### custom +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/test_custom/datanew_test_custom_30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/test_custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +jac <- T +## +nY <- sample(1:(ncol(dataset)-1), 1) +Ys <- sample(colnames(dataset), nY) +Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) +npoints <- nrow(dataset) +iY <- sample(1:nrow(dataset),npoints) +iX <- sample(1:nrow(dataset),npoints) +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('/home/pglpm/repositories/bayes_nonparametric_inference/development/scripts_tests/testSFD.R', local=T) +out <- sapply(1:length(iY), function(i){ + v0 <- samplesFDistribution( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) + ## + v1 <- testSFD( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T) + ## + max(abs((v1-v0)/(v1+v0)*2)) +}) +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Ys] +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] +max(abs(out)) + + +#### mtcars +data(mtcars) +dataset <- mtcars +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/mtcars/_newD_test_mtcars-3-vrt11_dat32_smp512/Fdistribution.rds') +jac <- T +## +nY <- sample(1:(ncol(dataset)-1), 1) +Ys <- sample(colnames(dataset), nY) +Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) +npoints <- nrow(dataset) +iY <- sample(1:nrow(dataset),npoints) +iX <- sample(1:nrow(dataset),npoints) +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('/home/pglpm/repositories/bayes_nonparametric_inference/development/scripts_tests/testSFD.R', local=T) +out <- sapply(1:length(iY), function(i){ + v0 <- samplesFDistribution( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = jac, silent=T, parallel=4) + ## + v1 <- testSFD( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = jac) + ## + max(abs((v1-v0)/(v1+v0)*2)) +}) +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Ys] +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] +max(abs(out)) + + +dataset <- mtcars +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/mtcars/_newD_test_mtcars-3-vrt11_dat32_smp512/Fdistribution.rds') + + +library('modelfreeinference') + +nY <- sample(1:(ncol(dataset)-1), 1) +Ys <- sample(colnames(dataset), nY) +Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) +npoints <- nrow(dataset) +iY <- sample(1:nrow(dataset),npoints) +iX <- sample(1:nrow(dataset),npoints) +## +Ys +Xs + +system.time( +out <- sapply(1:length(iY), function(i){ + samplesFDistribution( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) +}) +) + +system.time( +out2 <- sapply(1:length(iY), function(i){ + samplesFDistribution2( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = T, silent=T, parallel=1) +}) +) + +max(abs(2*(out-out2)/(out+out2))) + + + + +#### nadpark +dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='')[,-1] +mcoutput <- readRDS('/home/pglpm/repositories/parkinsonbayes/data/nadpark/_testtoy_analysis_2_3A4-1-vrt7_dat30_smp1024/Fdistribution.rds') +jac <- T +## +nY <- sample(1:(ncol(dataset)-1), 1) +Ys <- sample(colnames(dataset), nY) +Xs <- sample(setdiff(colnames(dataset), Ys), ncol(dataset)-nY) +npoints <- nrow(dataset) +iY <- sample(1:nrow(dataset),npoints) +iX <- sample(1:nrow(dataset),npoints) +## +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('/home/pglpm/repositories/bayes_nonparametric_inference/development/scripts_tests/testSFD.R', local=T) +out <- sapply(1:length(iY), function(i){ + v0 <- samplesFDistribution( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = jac, silent=T, parallel=4) + ## + v1 <- testSFD( + Y=dataset[iY[i],Ys,drop=F], + X=dataset[iX[i],Xs,drop=F], + mcoutput = mcoutput, jacobian = jac) + ## + max(abs((v1-v0)/(v1+v0)*2)) +}) +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Ys] +mcoutput$auxmetadata$mcmctype[mcoutput$auxmetadata$name %in% Xs] +max(abs(out)) + + diff --git a/development/scripts_tests/tests_buildauxmetadata_vtransform.R b/development/functions_tests/tests_buildauxmetadata_vtransform.R similarity index 100% rename from development/scripts_tests/tests_buildauxmetadata_vtransform.R rename to development/functions_tests/tests_buildauxmetadata_vtransform.R diff --git a/development/scripts_tests/tests_plotFS.R b/development/functions_tests/tests_plotFS.R similarity index 75% rename from development/scripts_tests/tests_plotFS.R rename to development/functions_tests/tests_plotFS.R index b8e6d059..e579e935 100644 --- a/development/scripts_tests/tests_plotFS.R +++ b/development/functions_tests/tests_plotFS.R @@ -26,8 +26,7 @@ plotFsamples( ###################################################################### -#### mtcars -data(mtcars) +#### nadpark dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='') mcoutput <- readRDS('/home/pglpm/repositories/parkinsonbayes/data/nadpark/_testtoy_analysis_2_3A4-1-vrt7_dat30_smp1024/Fdistribution.rds') jac <- T @@ -52,6 +51,32 @@ plotFsamples( } +###################################################################### +#### custom +dataset <- read.csv('/home/pglpm/repositories/bayes_nonparametric_inference/development/test_custom/datanew_test_custom_30.csv', na.strings='') +mcoutput <- readRDS('/home/pglpm/repositories/bayes_nonparametric_inference/development/test_custom/_newdeletepackagetest-vrt10_dat30_smp120/Fdistribution.rds') +jac <- T +## +library('foreach') +source('util_tplotfunctions.R', local=T) +source('util_vtransform.R', local=T) +source('samplesFDistribution.R', local=T) +source('plotFsamples.R', local=T) +for(pv in c('samples', 'quantiles')) { +plotFsamples( + file= paste0('_justatest_', pv), + mcoutput = mcoutput, + data = dataset, + plotprobability = TRUE, + plotvariability = pv, + nFsamples = NULL, + #datahistogram = !(missing(data) || is.null(data)), + #datascatter = !(missing(data) || is.null(data)), + parallel = 4, + silent = FALSE) +} + + dataset <- read.csv('/home/pglpm/repositories/parkinsonbayes/data/nadpark/toydata.csv', na.strings='')[,-1] diff --git a/development/test_custom/data_test_custom_150.csv b/development/reference_scripts/data_test_custom_150.csv similarity index 100% rename from development/test_custom/data_test_custom_150.csv rename to development/reference_scripts/data_test_custom_150.csv diff --git a/development/test_custom/data_test_custom_30.csv b/development/reference_scripts/data_test_custom_30.csv similarity index 100% rename from development/test_custom/data_test_custom_30.csv rename to development/reference_scripts/data_test_custom_30.csv diff --git a/development/test_custom/data_test_custom_500.csv b/development/reference_scripts/data_test_custom_500.csv similarity index 100% rename from development/test_custom/data_test_custom_500.csv rename to development/reference_scripts/data_test_custom_500.csv diff --git a/R/generateVariates.R b/development/reference_scripts/generateVariates.R similarity index 100% rename from R/generateVariates.R rename to development/reference_scripts/generateVariates.R diff --git a/R/generateVariates2.R b/development/reference_scripts/generateVariates2.R similarity index 100% rename from R/generateVariates2.R rename to development/reference_scripts/generateVariates2.R diff --git a/R/inferpopulation.Rbak b/development/reference_scripts/inferpopulation.Rbak similarity index 100% rename from R/inferpopulation.Rbak rename to development/reference_scripts/inferpopulation.Rbak diff --git a/R/inferpopulation.Rbak2 b/development/reference_scripts/inferpopulation.Rbak2 similarity index 100% rename from R/inferpopulation.Rbak2 rename to development/reference_scripts/inferpopulation.Rbak2 diff --git a/development/test_custom/metadata_test_custom.csv b/development/reference_scripts/metadata_test_custom.csv similarity index 100% rename from development/test_custom/metadata_test_custom.csv rename to development/reference_scripts/metadata_test_custom.csv diff --git a/R/mutualinfo.Rbak b/development/reference_scripts/mutualinfo.Rbak similarity index 100% rename from R/mutualinfo.Rbak rename to development/reference_scripts/mutualinfo.Rbak diff --git a/R/mutualinfo.Rbak2 b/development/reference_scripts/mutualinfo.Rbak2 similarity index 100% rename from R/mutualinfo.Rbak2 rename to development/reference_scripts/mutualinfo.Rbak2 diff --git a/R/plotFsamples.Rbak b/development/reference_scripts/plotFsamples.Rbak similarity index 100% rename from R/plotFsamples.Rbak rename to development/reference_scripts/plotFsamples.Rbak diff --git a/development/test_custom/test_R_30.R b/development/reference_scripts/test_R_30.R similarity index 100% rename from development/test_custom/test_R_30.R rename 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literal 442 zcmV;r0Y&~FiwFP!000001I<(2PQox0KI?{TGY}F(;!8+^-gpOM;w4v#-j@Byl5Hhh zQMlt#eFUFCY*|lXB`VPyo3uUW>*@K8nF0KK{nNS?Dx5e&) z8iRMJjpKEPh{X~fJxLfQnb=xeZV3yXiVi*$<@w;vaAoKw#ecJ}QnofwY}gT?gkfuT0L#q%C4B5Enc;NjQS{z`^K3yLSZZx86nYC(Am{)xJel0JmISYUELq5 zOGEvXK)yV(7R&lLy{)n`3znrKAZcxe>#DO=JlvpT{}n^S&ZE`82|tP literal 0 HcmV?d00001 diff --git a/development/tests/CI-example-test/fail_test.R b/development/tests/CI-example-test/fail_test.R new file mode 100644 index 00000000..c5edea90 --- /dev/null +++ b/development/tests/CI-example-test/fail_test.R @@ -0,0 +1,40 @@ +checkTestResults <- function(testresults) { + if (1 %in% testresults) { + nTests <- length(testresults) + passedTests <- nTests - length(which(1 == testresults)) + cat(passedTests, "out of ", nTests, "passed. \n") + stop() + } + else { + cat(length(testresults), "out of ", length(testresults), "passed. \n") + } + +} + +myTestX <- function(x) { + if (x == 3) { + cat("yay the test passed! \n") + return(0) + } + else { + cat("Something about x is wrong! \n") + return(1) + } +} + +myTestY <- function(y) { + if (y == 3) { + cat("yay the test passed! \n") + return(0) + } + else { + cat("Something about Y is wrong! \n") + return(1) + } +} + +myResultX <- 3 +myResultY <- 1 + +myTestResults <- c(myTestX(myResultX), myTestY(myResultY)) +checkTestResults(myTestResults) \ No newline at end of file diff --git a/development/tests/custom/dataset_custom150.csv b/development/tests/custom/dataset_custom150.csv new file mode 100644 index 00000000..a2f9de53 --- /dev/null +++ b/development/tests/custom/dataset_custom150.csv @@ -0,0 +1,151 @@ +Rvrt,Rpvrt,Ruvrt,Cvrt,Dvrt,Duvrt,Bvrt,Nvrt,Ovrt,N2vrt +-0.803957333542458,4.46674926484361,0.187340901802713,0.0882824915278539,1.2,0,yes,E,Ob,a +,8.34130436922191,0.165314042453987,0.707889331138198,2.8,0.8,yes,A,Od,a +3.09792669875612,,0.938986951787687,1.80803898179549,3.2,1.8,no,B,Od,d +3.30474975808799,16.7684384355047,,3.73215634516142,0.6,3.8,yes,E,Oc,b 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+od <- dim(Bprob) +Bprob <- rep(Bprob, nsamples) +dim(Bprob) <- c(od, nsamples) +## +od <- dim(Nprob) +Nprob <- rep(Nprob, nsamples) +dim(Nprob) <- c(od, nsamples) +## +auxmetadata <- data.frame( + name = c('B1', 'N1'), + mcmctype = c('B', 'N'), + id = c(1, 1), + transform = c('identity', 'identity'), + Nvalues = c(2, 3), + halfstep = c(NA, NA), + domainmin = c(NA, NA), + domainmax = c(NA, NA), + tdomainmin = c(0, 1), + tdomainmax = c(1, 3), + leftbound = c(NA, NA), + rightbound = c(NA, NA), + tleftbound = c(NA, NA), + trightbound = c(NA, NA), + tlocation = c(0, 0), + tscale = c(1, 1), + plotmin = c(NA, NA), + plotmax = c(NA, NA), + V1 = c('yes', 'A'), + V2 = c('no', 'B'), + V3 = c(NA, 'C') +) +## +testmcoutput <- list( + Bprob = Bprob, + Nprob = Nprob, + W = W, + auxmetadata = auxmetadata) +## +saveRDS(testmcoutput, '/home/pglpm/repositories/bayes_nonparametric_inference/development/tests/BN_functdependence/Fdistribution.rds') + diff --git a/development/test_custom/generatetestdata.R b/development/tests/custom/generatetestdata.R similarity index 78% rename from development/test_custom/generatetestdata.R rename to development/tests/custom/generatetestdata.R index cca9d40a..bb9c837d 100644 --- a/development/test_custom/generatetestdata.R +++ b/development/tests/custom/generatetestdata.R @@ -1,5 +1,5 @@ set.seed(16) -pdff('probabilities_testdata') +pdff('frequencies_dataset_custom') ndata <- 1e4 ## Adding NAs in different places ## to check that missing data are handled correctly @@ -11,13 +11,6 @@ clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) Rdata <- rnorm(n=ndata, mean=means[clus], sd=sds[clus]) thist(Rdata, plot=T, border.alpha=1, xlab='Rvrt', ylab=NA) -## Closed-domain vvariate, [-1, 1] -clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) -Cdata <- rnorm(n=ndata, mean=means[clus], sd=sds[clus]) -Cdata[Cdata <= -1] <- -1 -Cdata[Cdata >= 4] <- 4 -thist(Cdata, plot=T, border.alpha=1, xlab='Cvrt', ylab=NA) - ## Continuous, positive clus <- sample(2:1, ndata, prob=c(0.75, 0.25), replace=TRUE) Rpdata <- 2^(rnorm(n=ndata, mean=means[clus], sd=sds[clus])) @@ -28,6 +21,24 @@ clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) Rudata <- plogis(rnorm(n=ndata, mean=means[clus], sd=sds[clus])) thist(Rudata, plot=T, border.alpha=1, xlab='Ruvrt', ylab=NA) +## Closed-domain variate, [-1, 5] +clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) +Cdata <- rnorm(n=ndata, mean=means[clus], sd=sds[clus])+1 +Cdata[Cdata <= 0] <- 0 +Cdata[Cdata >= 5] <- 5 +thist(Cdata, plot=T, border.alpha=1, xlab='Cvrt', ylab=NA) + +## Discrete variate +clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) +Ddata <- round(rnorm(n=ndata, mean=means[clus], sd=sds[clus])*5)/5 +thist(Ddata, plot=T, border.alpha=1, xlab='Dvrt', ylab=NA) + +## Discrete bounded variate +clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) +## Dudata <- round(plogis(rnorm(n=ndata, mean=means[clus], sd=sds[clus]))*10)/10 +Dudata <- round(Cdata*5)/5 +thist(Dudata, plot=T, border.alpha=1, xlab='Duvrt', ylab=NA) + ## Binary variate Bdata <- sample(c('no','yes'), ndata, replace=T, prob=c(0.25, 0.75)) tplot(x=c('no','yes'), y=c(0.25,0.75), type='b', ylim=c(0,1), xlab='Bvrt', ylab=NA) @@ -38,13 +49,13 @@ Ndata <- sample(LETTERS[1:5], ndata, replace=T, prob=c(0.06, 0.11, 0.34, 0.19, 0.3)) thist(Ndata, plot=T, border.alpha=1, xlab='Nvrt', ylab=NA) -## Ordinal variate, 7 values 1--7 +## Ordinal variate, 5 values 1--5 clus <- sample(1:2, ndata, prob=c(0.75, 0.25), replace=TRUE) -probs <- round(((Rdata-(-3))/(4+3))*6 + 1) -probs <- probs[probs >= 1 & probs <= 7] +probs <- round(((Rdata-(-3))/(5))*4 + 1) +probs <- probs[probs >= 1 & probs <= 5] probs <- as.vector(table(probs)) -Odata <- sample(1:7, ndata, replace=T, prob=probs) -tplot(x=1:7, y=probs, type='b', ylim=c(0,1), xlab='Ovrt', ylab=NA) +Odata <- paste0('O',letters[sample(1:5, ndata, replace=T, prob=probs)]) +thist(Odata, plot=T, xlab='Ovrt', ylab=NA) ## Nominal variate, 4 values 'a'-'d' ## the values are completely determined by Rdata and Bdata @@ -58,20 +69,22 @@ dev.off() ## testdata <- data.frame(Rvrt=Rdata, - Cvrt=Cdata, Rpvrt=Rpdata, Ruvrt=Rudata, + Cvrt=Cdata, + Dvrt=Ddata, + Duvrt=Dudata, Bvrt=Bdata, Nvrt=Ndata, Ovrt=Odata, N2vrt=N2data) -for(i in 1:ncol(testdata)){testdata[nrow(testdata)+1-i,i] <- NA} +for(i in 1:ncol(testdata)){testdata[i+1,i] <- NA} ## modelfreeinference::buildmetadata(testdata,file='metadata_test_custom.csv') for(ndata in c(30,150,500)){ write.csv(testdata[1:ndata,,drop=F], - paste0('data_test_custom_', ndata, '.csv'), + paste0('dataset_custom', ndata, '.csv'), row.names=FALSE, quote=FALSE, na='') } diff --git a/development/tests/custom/learn_custom30.R b/development/tests/custom/learn_custom30.R new file mode 100644 index 00000000..9ce381d0 --- /dev/null +++ b/development/tests/custom/learn_custom30.R @@ -0,0 +1,65 @@ +startdir <- getwd() + +#### Check and change working directory if necessary +if(basename(startdir) != 'custom'){ + cat('\nAre you in the correct folder?\n') +} + +cat('\nInstalling local package "modelfreeinference" in local library\n\n') + +if(!(Sys.getenv("R_LIBS_USER") %in% .libPaths())) { + stop('Make sure your local installation directory,\n', + Sys.getenv("R_LIBS_USER"), + '\nexists.\n') +} + +# devtools::install() +library('modelfreeinference') + +seed <- 16 + +outputdirPrefix <- file.path('test_custom') + +## ncores <- 4 +## library('doParallel') +## mycluster <- makeCluster(ncores) +## registerDoParallel(mycluster) + +currenttestdir <- inferpopulation( + data = 'dataset_custom30.csv', + metadata = 'metadata_custom.csv', + outputdir = outputdirPrefix, + output = 'directory', + appendtimestamp = F, + appendinfo = TRUE, + nsamples = 120, + nchains = 12, + parallel = 4, + maxhours = 1/60, + ## relerror = 0.062, + ncheckpoints = NULL, + cleanup = FALSE, + ## startupMCiterations = 1200, + prior = FALSE, + showKtraces = TRUE, + showAlphatraces = TRUE, + seed = seed +) + +warnings() + +mi <- mutualinfo( + Y1names = c('N2vrt'), + Y2names = c('Rvrt'), + X = cbind(Bvrt = 'no'), + mcoutput = currenttestdir, + nsamples = 3600, + parallel = 4 +) + +print(mi) + +warnings() + + +cat('\nEnd\n') diff --git a/development/tests/custom/learn_custom500.R b/development/tests/custom/learn_custom500.R new file mode 100644 index 00000000..ce8c2702 --- /dev/null +++ b/development/tests/custom/learn_custom500.R @@ -0,0 +1,65 @@ +startdir <- getwd() + +#### Check and change working directory if necessary +if(basename(startdir) != 'custom'){ + cat('\nAre you in the correct folder?\n') +} + +cat('\nInstalling local package "modelfreeinference" in local library\n\n') + +if(!(Sys.getenv("R_LIBS_USER") %in% .libPaths())) { + stop('Make sure your local installation directory,\n', + Sys.getenv("R_LIBS_USER"), + '\nexists.\n') +} + +devtools::install() +library('modelfreeinference') + +seed <- 16 + +outputdirPrefix <- file.path('_newdeletepackagetest') + +## ncores <- 4 +## library('doParallel') +## mycluster <- makeCluster(ncores) +## registerDoParallel(mycluster) + +currenttestdir <- inferpopulation( + data = 'dataset_custom500.csv', + metadata = 'metadata_custom.csv', + outputdir = outputdirPrefix, + output = 'directory', + appendtimestamp = TRUE, + appendinfo = TRUE, + nsamples = 3600, + nchains = 60, + parallel = 8, + maxhours = +Inf, + ## relerror = 0.062, + ncheckpoints = NULL, + cleanup = FALSE, + ## startupMCiterations = 1200, + prior = FALSE, + showKtraces = TRUE, + showAlphatraces = TRUE, + seed = seed +) + +warnings() + +mi <- mutualinfo( + Y1names = c('N2vrt'), + Y2names = c('Rvrt'), + X = cbind(Bvrt = 'no'), + mcoutput = currenttestdir, + nsamples = 3600, + parallel = 4 +) + +print(mi) + +warnings() + + +cat('\nEnd\n') diff --git a/development/tests/custom/metadata_custom.csv b/development/tests/custom/metadata_custom.csv new file mode 100644 index 00000000..d7528399 --- /dev/null +++ b/development/tests/custom/metadata_custom.csv @@ -0,0 +1,11 @@ +name,type,Nvalues,gapwidth,domainmin,domainmax,minincluded,maxincluded,plotmin,plotmax,V1,V2,V3,V4,V5 +Rvrt,continuous,Inf,,-Inf,Inf,FALSE,FALSE,-4.3,5.8,,,,, +Rpvrt,continuous,Inf,,0,Inf,FALSE,FALSE,0,21,,,,, +Ruvrt,continuous,Inf,,0,1,FALSE,FALSE,0,1,,,,, +Cvrt,continuous,Inf,,0,5,TRUE,TRUE,0,5,,,,, +Dvrt,continuous,Inf,0.2,-Inf,Inf,,,-4.5,5.3,,,,, +Duvrt,continuous,Inf,0.2,0,5,,,0,5,,,,, +Bvrt,binary,2,,,,,,,,no,yes,,, +Nvrt,nominal,5,,,,,,,,A,B,C,D,E +Ovrt,nominal,5,,,,,,,,Oa,Ob,Oc,Od,Oe +N2vrt,nominal,4,,,,,,,,a,b,c,d, diff --git a/development/test_custom/test_args.R b/development/tests/custom/newtest_custom_150.R similarity index 79% rename from development/test_custom/test_args.R rename to development/tests/custom/newtest_custom_150.R index 62c987cf..ecfce480 100644 --- a/development/test_custom/test_args.R +++ b/development/tests/custom/newtest_custom_150.R @@ -13,29 +13,26 @@ if(!(Sys.getenv("R_LIBS_USER") %in% .libPaths())) { '\nexists.\n') } -devtools::load_all() -##library('modelfreeinference') +devtools::install() +library('modelfreeinference') seed <- 16 -outputdirPrefix <- file.path('__nullpackagetestnoK') +outputdirPrefix <- file.path('_packagetest') - - -currenttestdir <- inferpopulation(data = 'data_test_custom_30.csv', - metadata = 'metadata_test_R.csv', +currenttestdir <- inferpopulation(data = 'data_test_custom_150.csv', + metadata = 'metadata_test_custom.csv', outputdir = outputdirPrefix, output = 'directory', appendtimestamp = TRUE, appendinfo = TRUE, - nsamples = 11, - nchains = 9, - parallel = 5, - cleanup = FALSE, + nsamples = 120, nchains = 12, + cleanup = FALSE, parallel = 4, + ## minMCiterations = 1200, ## prior = TRUE, ## lldata = 12, - showKtraces = F, - showAlphatraces = F, + showKtraces = T, + showAlphatraces = T, seed = seed) if(FALSE){ diff --git a/development/tests/custom/test_custom-vrt10_dat30_smp120/Fdistribution.rds b/development/tests/custom/test_custom-vrt10_dat30_smp120/Fdistribution.rds new file mode 100644 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"$(dirname "$line")") + script=$(basename "$line") + # Run each test + run_test +done < tests_to_run.txt + +failed=0 +n_test=${#results[@]} + +for result in "${results[@]}"; + if [ result -eq 1 ]; then + ((failed++)) + fi +done + +if [ $failed -gt 0 ]; then + echo "$failed out of $n_test tests failed. \n" + return 1 +else + echo "All tests passed! \n" + return 0 +fi \ No newline at end of file diff --git a/development/tests/tests_to_run.txt b/development/tests/tests_to_run.txt new file mode 100644 index 00000000..fdb99a57 --- /dev/null +++ b/development/tests/tests_to_run.txt @@ -0,0 +1 @@ +CI-example-test/test_custom_30.R \ No newline at end of file diff --git a/man/buildmetadata.Rd b/man/buildmetadata.Rd index 3a250167..9a5d2cfd 100644 --- a/man/buildmetadata.Rd +++ b/man/buildmetadata.Rd @@ -2,7 +2,7 @@ % Please edit documentation in R/buildmetadata.R \name{buildmetadata} \alias{buildmetadata} -\title{Build preliminary metadata flie} +\title{Build a preliminary metadata file from a given dataset} \usage{ buildmetadata( data, @@ -15,25 +15,29 @@ buildmetadata( ) } \arguments{ -\item{data}{data.frame object or filepath} +\item{data}{A dataset, given as a \code{\link[base]{data.frame}} +or as a file path to a csv file.} -\item{file}{string: name of output metadata file; -NULL: output metadata as data.frame} +\item{file}{String: name of csv file where the metadata should be saved; +if \code{NULL}: output metadata as \code{VALUE}.} -\item{includevrt}{string or NULL: name variates in data to be included} +\item{includevrt}{Character or \code{NULL}: name of variates in dataset to be included.} -\item{excludevrt}{string or NULL: name variates in data to be excluded} +\item{excludevrt}{Character or \code{NULL}: name of variates in dataset to be excluded.} -\item{addsummary2metadata}{Bool: also output some diagnostic statistics -in the metadata?} +\item{addsummary2metadata}{Logical: also output some diagnostic statistics +in the metadata? Default \code{FALSE}} -\item{backupfiles}{Bool: rename previous metadata file if it exists?} +\item{backupfiles}{Logical: rename previous metadata file if it exists? +Default \code{TRUE}} -\item{verbose}{Bool: output heuristics for each variate, default TRUE} +\item{verbose}{Logical: output heuristics for each variate? Default \code{TRUE}.} } \value{ -nothing or data.table object +If \code{file = NULL}, a preliminary metadata file is created +and \code{VALUE} is \code{NULL}; +otherwise \code{VALUE} is a data.frame containing the metadata. } \description{ -Build preliminary metadata flie +Build a preliminary metadata file from a given dataset } diff --git a/man/inferpopulation.Rd b/man/inferpopulation.Rd index 1153a553..e77746db 100644 --- a/man/inferpopulation.Rd +++ b/man/inferpopulation.Rd @@ -1,106 +1,9 @@ % Generated by roxygen2: do not edit by hand -% Please edit documentation in R/_inits_inferpopulation.R, -% R/_newinferpopulation.R, R/_temp_inferpopulation.R, R/inferpopulation.R +% Please edit documentation in R/inferpopulation.R \name{inferpopulation} \alias{inferpopulation} \title{Monte Carlo computation of posterior distribution of population frequencies} \usage{ -inferpopulation( - data, - metadata, - auxdata = NULL, - outputdir, - nsamples = 3600, - nchains = 60, - nsamplesperchain = 60, - parallel = TRUE, - seed = NULL, - cleanup = TRUE, - appendtimestamp = TRUE, - appendinfo = TRUE, - output = "directory", - subsampledata = NULL, - startupMCiterations = 3600, - minMCiterations = 0, - maxMCiterations = +Inf, - maxhours = +Inf, - ncheckpoints = NULL, - relerror = 0.05, - prior = missing(data), - thinning = NULL, - plottraces = TRUE, - showKtraces = FALSE, - showAlphatraces = FALSE, - hyperparams = list(ncomponents = 64, minalpha = -4, maxalpha = 4, byalpha = 1, Rshapelo - = 0.5, Rshapehi = 0.5, Rvarm1 = 3^2, Cshapelo = 0.5, Cshapehi = 0.5, Cvarm1 = 3^2, - Dshapelo = 0.5, Dshapehi = 0.5, Dvarm1 = 3^2, Lshapelo = 0.5, Lshapehi = 0.5, Lvarm1 - = 3^2, Bshapelo = 1, Bshapehi = 1, Dthreshold = 1) -) - -inferpopulation( - data, - metadata, - auxdata = NULL, - outputdir, - nsamples = 3600, - nchains = 60, - nsamplesperchain = 60, - parallel = TRUE, - seed = NULL, - cleanup = TRUE, - appendtimestamp = TRUE, - appendinfo = TRUE, - output = "directory", - subsampledata = NULL, - startupMCiterations = 3600, - minMCiterations = 0, - maxMCiterations = +Inf, - maxhours = +Inf, - ncheckpoints = NULL, - relerror = 0.05, - prior = missing(data), - thinning = NULL, - plottraces = TRUE, - showKtraces = FALSE, - showAlphatraces = FALSE, - hyperparams = list(ncomponents = 64, minalpha = -4, maxalpha = 4, byalpha = 1, Rshapelo - = 0.5, Rshapehi = 0.5, Rvarm1 = 3^2, Cshapelo = 0.5, Cshapehi = 0.5, Cvarm1 = 3^2, - Dshapelo = 0.5, Dshapehi = 0.5, Dvarm1 = 3^2, Lshapelo = 0.5, Lshapehi = 0.5, Lvarm1 - = 3^2, Bshapelo = 1, Bshapehi = 1, Dthreshold = 1) -) - -inferpopulation( - data, - metadata, - auxdata = NULL, - outputdir, - nsamples = 3600, - nchains = 60, - nsamplesperchain = 60, - parallel = TRUE, - seed = NULL, - cleanup = TRUE, - appendtimestamp = TRUE, - appendinfo = TRUE, - output = "directory", - subsampledata = NULL, - startupMCiterations = 3600, - minMCiterations = 0, - maxMCiterations = +Inf, - maxhours = +Inf, - ncheckpoints = NULL, - relerror = 0.05, - prior = missing(data), - thinning = NULL, - plottraces = TRUE, - showKtraces = FALSE, - showAlphatraces = FALSE, - hyperparams = list(ncomponents = 64, minalpha = -4, maxalpha = 4, byalpha = 1, Rshapelo - = 0.5, Rshapehi = 0.5, Rvarm1 = 3^2, Cshapelo = 0.5, Cshapehi = 0.5, Cvarm1 = 3^2, - Dshapelo = 0.5, Dshapehi = 0.5, Dvarm1 = 3^2, Lshapelo = 0.5, Lshapehi = 0.5, Lvarm1 - = 3^2, Bshapelo = 1, Bshapehi = 1, Dthreshold = 1) -) - inferpopulation( data, metadata, @@ -134,98 +37,89 @@ inferpopulation( ) } \arguments{ -\item{data}{data.frame object or filepath: datapoints} +\item{data}{A dataset, given as a \code{\link[base]{data.frame}} +or as a file path to a csv file.} -\item{metadata}{Either the name of the csv file containing metadata -of the current dataset, or a data.frame with the metadata} +\item{metadata}{A metadata object, given either as a data.frame object, +or as a file pa to a csv file.} -\item{auxdata}{NULL or data.frame object or filepath: extra datapoints -which would be too many to use in the Monte Carlo sampling, -but can be used to calculate hyperparameters} +\item{auxdata}{A larger dataset, given as a data.frame +or as a file path to a csv file. Such a dataset +would be too many to use in the Monte Carlo sampling, +but can be used to calculate hyperparameters.} -\item{outputdir}{String, path to output file folder ## Rename to -outputPrefix, also addSuffix?} +\item{outputdir}{Character: path to folder where the output should be saved.} -\item{nsamples}{Integer, nr of desired MC samples} +\item{nsamples}{Integer: number of desired Monte Carlo samples. Default 3600.} -\item{nchains}{Integer, nr of MC chains} +\item{nchains}{Integer: number of Monte Carlo chains. Default 60.} -\item{nsamplesperchain}{Integer, nr of MC samples per chain} +\item{nsamplesperchain}{Integer: number of Monte Carlo samples per chain.} -\item{parallel, }{logical or numeric: whether to use pre-existing parallel -workers, or how many to create and use} +\item{parallel}{Logical: use pre-existing parallel workers from package +\code{\link[doParallel]{doParallel}}. +Or integer: create and use that many parallel workers.} -\item{seed}{Integer: seed for random number generator. If left as default -NULL, a random seed based on the system clock is used in the -set.seed() function} +\item{seed}{Integer: use this seed for the random number generator. +If missing or \code{NULL} (default), do not set the seed.} -\item{cleanup}{logical, default TRUE, removes files that can be used for -debugging} +\item{cleanup}{Logical: remove diagnostic files at the end of the computation? +Default \code{TRUE}.} -\item{appendtimestamp}{logical, default TRUE: add timestamp to name of -output directory} +\item{appendtimestamp}{Logical: apperd a timestamp to the name of +the output directory \code{outputdir}? Default \code{TRUE}.} -\item{appendinfo}{logical, default TRUE: add some simulation information -to name of output directory} +\item{appendinfo}{Logical: append information about dataset and Monte Carlo +parameters to the name of the output directory \code{outputdir}? Default \code{TRUE}.} -\item{output}{if string 'directory', return the output directory name; -if string 'mcoutput', return the 'Fdistribution' object; -anything else, no output} +\item{output}{Character: if \code{'directory'}, return the output directory name +as \code{VALUE}; if string \code{'mcoutput'}, return the \code{'Fdistribution'} object +containing the parameters obtained from the Monte Carlo computation. +Any other value: \code{VALUE} is \code{NULL}.} -\item{subsampledata}{Numeric: use only a subsample of the datapoints in 'data'} +\item{subsampledata}{Integer: use only a subset of this many datapoints for +the Monte Carlo computation.} -\item{startupMCiterations}{Number of initial (burn-in) MC iterations} +\item{startupMCiterations}{Integer: number of initial (burn-in) +Monte Carlo iterations. Default 3600.} -\item{minMCiterations}{Minimum number of MC iterations to be done} +\item{minMCiterations}{Integer: minimum number of Monte Carlo iterations +to be done. Default 0.} -\item{maxMCiterations}{Maximum number of MC iterations} +\item{maxMCiterations}{Integer: Do at most this many Monte Carlo iterations. +Default \code{Inf}.} -\item{maxhours}{Maximum (approximately) time in hours for MC computation} +\item{maxhours}{Numeric: approximate time limit, in hours, for the +Monte Carlo computation to last. Default \code{Inf}.} -\item{ncheckpoints}{NULL (default), positive integer, or Inf: -number of datapoints to use for stopping the sampling; -if NULL, equal to number of variates + 2; if Inf, use all datapoints} +\item{ncheckpoints}{Integer: number of datapoints to use +for checking when the Monte Carlo computation should end. +If NULL (default), this is equal to number of variates + 2. +If Inf, use all datapoints.} -\item{relerror}{positive real: relative error of calculated probabilities -with respect to their variability with new data. It is only approximate} +\item{relerror}{Numeric: desired maximal relative error of calculated probabilities +with respect to their variability with new data.} -\item{prior}{logical: Calculate the prior distribution of F?} +\item{prior}{Logical: Calculate the prior distribution?} -\item{thinning}{If NULL, let the diagnostics decide the MC thinning; -if positive, use this thinning value} +\item{thinning}{Integer: thin out the Monte Carlo samples by this value. +If NULL (default): let the diagnostics decide the thinning value.} -\item{plottraces}{logical: plot MC traces of diagnostic values} +\item{plottraces}{Logical: save plots of the Monte Carlo traces +of diagnostic values? Default \code{TRUE}.} -\item{showKtraces}{logical, when true, it saves the K parameter during -sampling and plots its trace and histogram at the end. Keeping it to -FALSE (default) saves a little computation time.} +\item{showKtraces}{Logical: save plots of the Monte Carlo traces +of the K parameter? Default \code{FALSE}.} -\item{showAlphatraces}{logical, : when true, it saves the Alpha parameter -more frequently during sampling and plots its trace and histogram at -the end. Keeping it to FALSE (default) saves a little computation -time.} +\item{showAlphatraces}{Logical: save plots of the Monte Carlo traces +of the Alpha parameter? Default \code{FALSE}.} -\item{hyperparams}{list of hyperparameters (used for debugging)} +\item{hyperparams}{List: hyperparameters of the prior.} } \value{ -name of directory containing output files, or Fdistribution object, -or empty - -name of directory containing output files, or Fdistribution object, -or empty - -name of directory containing output files, or Fdistribution object, -or empty - -name of directory containing output files, or Fdistribution object, -or empty +Name of directory containing output files, or Fdistribution object, +or \code{NULL}, depending on argument \code{output}. } \description{ -Monte Carlo computation of posterior distribution of population frequencies - -Monte Carlo computation of posterior distribution of population frequencies - -Monte Carlo computation of posterior distribution of population frequencies - Monte Carlo computation of posterior distribution of population frequencies } diff --git a/man/mutualinfo.Rd b/man/mutualinfo.Rd index d020da51..84970aac 100644 --- a/man/mutualinfo.Rd +++ b/man/mutualinfo.Rd @@ -18,7 +18,7 @@ mutualinfo( \arguments{ \item{Y1names}{String vector: first group of joint variates} -\item{Y2names}{String vector: second group of joint variates} +\item{Y2names}{String vector or NULL: second group of joint variates} \item{X}{matrix or data.frame or NULL: values of some variates conditional on which we want the probabilities} diff --git a/man/util_lprob.Rd b/man/util_lprob.Rd new file mode 100644 index 00000000..7002f3ce --- /dev/null +++ b/man/util_lprob.Rd @@ -0,0 +1,47 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/util_lprob.R +\name{util_lprob} +\alias{util_lprob} +\title{Calculate collection of log-probabilities for different components and samples} +\usage{ +util_lprob( + x, + mcoutput, + nR, + iR, + tR, + nC, + iC, + tC, + Clefts, + Crights, + nD, + iD, + tD, + Dsteps, + Dlefts, + Drights, + nO, + iO, + tO, + nN, + iN, + tN, + nB, + iB, + tB +) +} +\arguments{ +\item{nR}{etc: Parameters containing appropriate indices} + +\item{X}{numerical matrix: transformed variates} + +\item{mcoutput:}{Monte-Carlo-output object} +} +\value{ +Matrix with as many rows as components and as many cols as samples +} +\description{ +Calculate collection of log-probabilities for different components and samples +}

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