From f5da2722463599d98cd81bfaa9462913e54b62c0 Mon Sep 17 00:00:00 2001 From: asardaes Date: Wed, 3 Jul 2024 00:15:23 +0200 Subject: [PATCH] Rework logic to return dist/crossdist structures --- CHANGELOG.md | 2 +- NAMESPACE | 1 - R/CENTROIDS-pam.R | 24 ++++++------ R/CLUSTERING-ddist2.R | 12 +++--- R/CLUSTERING-tsclust.R | 42 +++++++-------------- R/DISTANCES-dtw-basic.R | 11 ++---- R/DISTANCES-gak.R | 32 ++++++++-------- R/DISTANCES-lb-improved.R | 4 +- R/DISTANCES-lb-keogh.R | 4 +- R/DISTANCES-sbd.R | 14 +++---- R/DISTANCES-sdtw.R | 52 ++++++++++++++++++-------- R/S4-Distmat.R | 2 +- R/S4-DistmatLowerTriangular.R | 41 ++++++++++---------- R/S4-TSClusters-methods.R | 24 ++++++++---- R/S4-tsclustFamily.R | 1 - R/UTILS-expressions.R | 7 ++-- R/UTILS-utils.R | 6 +-- R/pkg.R | 1 - cran-comments.md | 2 +- inst/NEWS.Rd | 2 +- man/DistmatLowerTriangular-class.Rd | 3 +- man/tsclustFamily-class.Rd | 1 - src/distmat/fillers.cpp | 40 ++++++++++---------- src/distmat/fillers.h | 16 ++++---- tests/testthat/acceptance/gak.R | 8 ++-- tests/testthat/integration/families.R | 42 ++++++++++----------- tests/testthat/integration/proxy.R | 11 ++++-- tests/testthat/rds/distmat_dtw.rds | Bin 2138 -> 2112 bytes tests/testthat/rds/distmat_dtw2.rds | Bin 2152 -> 2128 bytes tests/testthat/rds/distmat_dtwb.rds | Bin 2143 -> 2119 bytes tests/testthat/rds/distmat_dtwlb.rds | Bin 2989 -> 2958 bytes tests/testthat/rds/distmat_gak.rds | Bin 2126 -> 2089 bytes tests/testthat/rds/distmat_lbi.rds | Bin 2986 -> 2955 bytes tests/testthat/rds/distmat_lbk.rds | Bin 3168 -> 3145 bytes tests/testthat/rds/distmat_sbd.rds | Bin 2289 -> 2206 bytes tests/testthat/rds/distmat_sdtw.rds | Bin 2292 -> 2269 bytes tests/testthat/rds/hc_k.rds | Bin 355398 -> 775560 bytes tests/testthat/rds/mv_gak.rds | Bin 1232 -> 964 bytes tests/testthat/rds/pc_k.rds | Bin 572117 -> 917348 bytes 39 files changed, 202 insertions(+), 203 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7835597a..e18bea53 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,6 @@ # Changelog -## Version 5.6.0 +## Version 6.0.0 * Update Makevars for ARM version of Windows. * Sanitize internal usage of `do.call` to avoid huge backtraces. * Support lower triangular `distmat` objects for symmetric distances (#77). diff --git a/NAMESPACE b/NAMESPACE index 580ad9d2..2ddc3d81 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -5,7 +5,6 @@ S3method(as.data.frame,crossdist) S3method(as.data.frame,pairdist) S3method(as.matrix,crossdist) S3method(as.matrix,pairdist) -S3method(base::as.matrix,distdiag) S3method(base::dim,Distmat) S3method(base::dim,DistmatLowerTriangular) S3method(base::dim,SparseDistmat) diff --git a/R/CENTROIDS-pam.R b/R/CENTROIDS-pam.R index 18f55fd9..f3130ff9 100644 --- a/R/CENTROIDS-pam.R +++ b/R/CENTROIDS-pam.R @@ -3,6 +3,7 @@ #' Extract the medoid time series based on a distance measure. #' #' @export +#' @importFrom methods as #' @importFrom rlang exprs #' @importFrom Matrix rowSums #' @@ -43,24 +44,21 @@ pam_cent <- function(series, distance, ids = seq_along(series), distmat = NULL, if (missing(distance)) distance <- attr(distmat, "method") - args <- rlang::exprs( - distmat = distmat, - series = series, - dist_args = dots, - distance = distance, - control = partitional_control(), - error.check = error.check - ) - if (is.null(distmat)) { if (is.null(distance)) stop("If 'distmat' is missing, 'distance' must be provided.") - args$distmat <- NULL + distmat <- Distmat$new( + series = series, + dist_args = dots, + distance = distance, + control = partitional_control(), + error.check = error.check + ) + } + else { + distmat <- methods::as(distmat, "Distmat") } - - # S4-Distmat.R - distmat <- do.call(Distmat$new, args) } d <- distmat[ids, ids, drop = FALSE] diff --git a/R/CLUSTERING-ddist2.R b/R/CLUSTERING-ddist2.R index 114c87d5..12fa1166 100644 --- a/R/CLUSTERING-ddist2.R +++ b/R/CLUSTERING-ddist2.R @@ -143,7 +143,7 @@ parallel_symmetric <- function(d_desc, ids, x, distance, dots) { #' @importFrom proxy dist #' @importFrom proxy pr_DB #' -ddist2 <- function(distance, control, lower_triangular_only = FALSE) { +ddist2 <- function(distance, control) { # I need to re-register any custom distances in each parallel worker dist_entry <- proxy::pr_DB$get_entry(distance) symmetric <- isTRUE(control$symmetric) @@ -175,7 +175,7 @@ ddist2 <- function(distance, control, lower_triangular_only = FALSE) { return(ret(use_distmat(control$distmat, x, centroids))) } - dots <- get_dots(dist_entry, x, centroids, ..., lower_triangular_only = lower_triangular_only) + dots <- get_dots(dist_entry, x, centroids, ...) if (!dist_entry$loop) { # CUSTOM LOOP, LET THEM HANDLE OPTIMIZATIONS @@ -187,8 +187,8 @@ ddist2 <- function(distance, control, lower_triangular_only = FALSE) { dim(dm) <- NULL return(ret(dm, class = "pairdist")) } - else if (lower_triangular_only && inherits(dm, "dist")) { - return(ret(dm, class = "dist")) + else if (inherits(dm, "dist")) { + return(ret(dm)) } else { return(ret(base::as.matrix(dm), class = "crossdist")) @@ -244,8 +244,8 @@ ddist2 <- function(distance, control, lower_triangular_only = FALSE) { proxy::dist, x = x, y = NULL, method = distance, dots = dots ) - if (lower_triangular_only && inherits(dm, "dist")) { - return(ret(dm, class = "dist")) + if (inherits(dm, "dist")) { + return(ret(dm)) } else { return(ret(base::as.matrix(dm), class = "crossdist")) diff --git a/R/CLUSTERING-tsclust.R b/R/CLUSTERING-tsclust.R index fea7db96..1cbf51f5 100644 --- a/R/CLUSTERING-tsclust.R +++ b/R/CLUSTERING-tsclust.R @@ -9,15 +9,17 @@ pam_distmat <- function(series, control, distance, cent_char, family, args, trac distmat_provided <- FALSE if (!is.null(distmat)) { - if (inherits(distmat, "dist")) { + if (inherits(distmat, "Distmat")) { + stop("Can this happen?") + } + else if (inherits(distmat, "dist")) { n <- attr(distmat, "Size") - if (n != length(series)) + if (is.null(n) || n != length(series)) stop("Dimensions of provided cross-distance matrix don't correspond ", "to length of provided data") # see S4-Distmat.R - if (!inherits(distmat, "Distmat")) - distmat <- DistmatLowerTriangular$new(distmat = distmat) + distmat <- DistmatLowerTriangular$new(distmat = distmat) } else { if (nrow(distmat) != length(series) || ncol(distmat) != length(series)) @@ -25,7 +27,7 @@ pam_distmat <- function(series, control, distance, cent_char, family, args, trac "to length of provided data") # see S4-Distmat.R - if (!inherits(distmat, "Distmat")) distmat <- Distmat$new(distmat = distmat) + distmat <- Distmat$new(distmat = distmat) } distmat_provided <- TRUE @@ -36,20 +38,10 @@ pam_distmat <- function(series, control, distance, cent_char, family, args, trac warning("Using dtw_lb with control$pam.precompute = TRUE is not advised.") # nocov if (trace) cat("\n\tPrecomputing distance matrix...\n\n") - if (control$symmetric) { - distfun <- ddist2(distance, control, lower_triangular_only = cent_char != "fcmdd") - distmat <- methods::as(quoted_call(distfun, x = series, centroids = NULL, dots = args$dist), - "Distmat") - } - else { - # see S4-Distmat.R - distmat <- Distmat$new(distmat = quoted_call( - family@dist, - x = series, - centroids = NULL, - dots = args$dist - )) - } + distfun <- if (distance == "sdtw") sdtw_wrapper else ddist2(distance, control) + centroids <- if (cent_char == "fcmdd") series else NULL + distmat <- methods::as(quoted_call(distfun, x = series, centroids = centroids, dots = args$dist), + "Distmat") } else { if (isTRUE(control$pam.sparse) && distance != "dtw_lb") { @@ -427,9 +419,6 @@ tsclust <- function(series = NULL, type = "partitional", k = 2L, ..., # precompute distance matrix? if (cent_char %in% c("pam", "fcmdd")) { - if (distance == "sdtw" && control$pam.precompute) { - args$dist$diag <- TRUE - } dm <- pam_distmat(series, control, distance, cent_char, family, args, trace) distmat <- dm$distmat distmat_provided <- dm$distmat_provided @@ -626,13 +615,8 @@ tsclust <- function(series = NULL, type = "partitional", k = 2L, ..., if (trace) cat("\nCalculating distance matrix...\n") # Take advantage of the function I defined for the partitional methods # Which can do calculations in parallel if appropriate - distfun <- ddist2(distance = distance, control = control, control$symmetric) - dist_dots <- if ("sdtw" %in% proxy::pr_DB$get_entry(distance)$names) { - c(args$dist, list(diagonal = FALSE, .internal_ = TRUE)) - } else { - args$dist - } - distmat <- quoted_call(distfun, x = series, centroids = NULL, dots = dist_dots) + distfun <- ddist2(distance = distance, control = control) + distmat <- quoted_call(distfun, x = series, centroids = NULL, dots = args$dist) } # -------------------------------------------------------------------------------------- diff --git a/R/DISTANCES-dtw-basic.R b/R/DISTANCES-dtw-basic.R index 41d18e68..5a422ef4 100644 --- a/R/DISTANCES-dtw-basic.R +++ b/R/DISTANCES-dtw-basic.R @@ -115,8 +115,7 @@ dtw_basic <- function(x, y, window.size = NULL, norm = "L1", dtw_basic_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", step.pattern = dtw::symmetric2, normalize = FALSE, sqrt.dist = TRUE, ..., - error.check = TRUE, pairwise = FALSE, - lower_triangular_only = FALSE, diagonal = TRUE) + error.check = TRUE, pairwise = FALSE) { x <- tslist(x) if (error.check) check_consistency(x, "vltslist") @@ -177,19 +176,17 @@ dtw_basic_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", dim(D) <- NULL class(D) <- "pairdist" } - else if (lower_triangular_only) { + else if (symmetric) { dim(D) <- NULL - class(D) <- c("distdiag", "dist") + class(D) <- "dist" attr(D, "Size") <- length(x) - attr(D, "Diag") <- diagonal - attr(D, "Upper") <- FALSE attr(D, "Labels") <- names(x) } else { dimnames(D) <- dim_names class(D) <- "crossdist" } + attr(D, "method") <- "DTW_BASIC" - # return D } diff --git a/R/DISTANCES-gak.R b/R/DISTANCES-gak.R index 2427443a..68b6f7a6 100644 --- a/R/DISTANCES-gak.R +++ b/R/DISTANCES-gak.R @@ -160,8 +160,7 @@ gak <- GAK # ================================================================================================== gak_proxy <- function(x, y = NULL, ..., sigma = NULL, window.size = NULL, normalize = TRUE, - error.check = TRUE, pairwise = FALSE, .internal_ = FALSE, - lower_triangular_only = FALSE, diagonal = TRUE) + error.check = TRUE, pairwise = FALSE, .internal_ = FALSE) { # normalization will be done manually to avoid multiple calculations of gak_x and gak_y if (!.internal_ && !normalize) { # nocov start @@ -171,6 +170,7 @@ gak_proxy <- function(x, y = NULL, ..., sigma = NULL, window.size = NULL, normal x <- tslist(x) if (error.check) check_consistency(x, "vltslist") + if (is.null(y)) { symmetric <- normalize y <- x @@ -180,6 +180,7 @@ gak_proxy <- function(x, y = NULL, ..., sigma = NULL, window.size = NULL, normal y <- tslist(y) if (error.check) check_consistency(y, "vltslist") } + if (is.null(sigma)) sigma <- estimate_sigma(x, y, TRUE) else if (sigma <= 0) @@ -230,26 +231,24 @@ gak_proxy <- function(x, y = NULL, ..., sigma = NULL, window.size = NULL, normal if (normalize) D <- 1 - exp(D - 0.5 * (gak_x + gak_y)) class(D) <- "pairdist" } - else if (lower_triangular_only) { + else if (symmetric) { dim(D) <- NULL - if (normalize) { - j_upper <- if (diagonal) length(x) else length(x) - 1L - i_lower <- if (diagonal) 0L else 1L - k <- 1L - for (j in 1L:j_upper) { - for (i in (j + i_lower):length(x)) { - if (i != j) { - D[k] <- 1 - exp(D[k] - (gak_x[i] + gak_x[j]) / 2) - } - k <- k + 1L + + # normalize + j_upper <- length(x) - 1L + i_lower <- 1L + k <- 1L + for (j in 1L:j_upper) { + for (i in (j + i_lower):length(x)) { + if (i != j) { + D[k] <- 1 - exp(D[k] - (gak_x[i] + gak_x[j]) / 2) } + k <- k + 1L } } - class(D) <- c("distdiag", "dist") + class(D) <- "dist" attr(D, "Size") <- length(x) - attr(D, "Diag") <- diagonal - attr(D, "Upper") <- FALSE attr(D, "Labels") <- names(x) } else { @@ -258,7 +257,6 @@ gak_proxy <- function(x, y = NULL, ..., sigma = NULL, window.size = NULL, normal class(D) <- "crossdist" } - if (!pairwise && symmetric && !lower_triangular_only) diag(D) <- 0 attr(D, "method") <- "GAK" attr(D, "sigma") <- sigma diff --git a/R/DISTANCES-lb-improved.R b/R/DISTANCES-lb-improved.R index b9a34612..4a12d575 100644 --- a/R/DISTANCES-lb-improved.R +++ b/R/DISTANCES-lb-improved.R @@ -129,8 +129,8 @@ lb_improved_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", ..., if (error.check) check_consistency(c(x,y), "tslist") if (is_multivariate(c(x,y))) stop("lb_improved does not support multivariate series.") # nocov end - lower_triangular_only <- symmetric <- FALSE fill_type <- mat_type <- dim_names <- NULL # avoid warning about undefined globals + symmetric <- FALSE eval(prepare_expr) # UTILS-expressions.R # adjust parameters for this distance @@ -169,7 +169,7 @@ lb_improved_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", ..., else .Call(C_force_lb_symmetry, D, PACKAGE = "dtwclust") } + attr(D, "method") <- "LB_Improved" - # return D } diff --git a/R/DISTANCES-lb-keogh.R b/R/DISTANCES-lb-keogh.R index c36dc8da..93cb2d62 100644 --- a/R/DISTANCES-lb-keogh.R +++ b/R/DISTANCES-lb-keogh.R @@ -103,8 +103,8 @@ lb_keogh_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", ..., if (error.check) check_consistency(c(x,y), "tslist") if (is_multivariate(c(x,y))) stop("lb_keogh does not support multivariate series.") # nocov end - lower_triangular_only <- symmetric <- FALSE fill_type <- mat_type <- dim_names <- NULL # avoid warning about undefined globals + symmetric <- FALSE eval(prepare_expr) # UTILS-expressions.R # adjust parameters for this distance @@ -142,7 +142,7 @@ lb_keogh_proxy <- function(x, y = NULL, window.size = NULL, norm = "L1", ..., else .Call(C_force_lb_symmetry, D, PACKAGE = "dtwclust") } + attr(D, "method") <- "LB_Keogh" - # return D } diff --git a/R/DISTANCES-sbd.R b/R/DISTANCES-sbd.R index c265efed..e80b91ac 100644 --- a/R/DISTANCES-sbd.R +++ b/R/DISTANCES-sbd.R @@ -132,10 +132,7 @@ sbd <- SBD #' @importFrom stats fft #' @importFrom stats nextn #' -sbd_proxy <- function(x, y = NULL, znorm = FALSE, ..., - error.check = TRUE, pairwise = FALSE, - lower_triangular_only = FALSE, diagonal = TRUE) -{ +sbd_proxy <- function(x, y = NULL, znorm = FALSE, ..., error.check = TRUE, pairwise = FALSE) { x <- tslist(x) if (error.check) check_consistency(x, "vltslist") @@ -165,6 +162,7 @@ sbd_proxy <- function(x, y = NULL, znorm = FALSE, ..., } if (is_multivariate(c(x,y))) stop("SBD does not support multivariate series.") # nocov + fill_type <- mat_type <- dim_names <- NULL # avoid warning about undefined globals eval(prepare_expr) # UTILS-expressions.R @@ -185,19 +183,17 @@ sbd_proxy <- function(x, y = NULL, znorm = FALSE, ..., dim(D) <- NULL class(D) <- "pairdist" } - else if (lower_triangular_only) { + else if (symmetric) { dim(D) <- NULL - class(D) <- c("distdiag", "dist") + class(D) <- "dist" attr(D, "Size") <- length(x) - attr(D, "Diag") <- diagonal - attr(D, "Upper") <- FALSE attr(D, "Labels") <- names(x) } else { dimnames(D) <- dim_names class(D) <- "crossdist" } + attr(D, "method") <- "SBD" - # return D } diff --git a/R/DISTANCES-sdtw.R b/R/DISTANCES-sdtw.R index fd321695..dd4a316c 100644 --- a/R/DISTANCES-sdtw.R +++ b/R/DISTANCES-sdtw.R @@ -42,17 +42,11 @@ sdtw <- function(x, y, gamma = 0.01, ..., error.check = TRUE) # Wrapper for proxy::dist # ================================================================================================== -sdtw_proxy <- function(x, y = NULL, gamma = 0.01, ..., - error.check = TRUE, pairwise = FALSE, lower_triangular_only = FALSE, - diagonal = TRUE, .internal_ = FALSE) -{ +sdtw_proxy <- function(x, y = NULL, gamma = 0.01, ..., error.check = TRUE, pairwise = FALSE) { x <- tslist(x) if (error.check) { check_consistency(x, "vltslist") } - if (lower_triangular_only && !diagonal && !.internal_) { - warning("proxy calls using 'sdtw' should specify diag = TRUE") - } if (is.null(y)) { y <- x @@ -68,8 +62,6 @@ sdtw_proxy <- function(x, y = NULL, gamma = 0.01, ..., eval(prepare_expr) # UTILS-expressions.R # adjust parameters for this distance - if (!pairwise && symmetric && !lower_triangular_only) - diagonal <- sdtw_proxy(x, gamma = gamma, error.check = FALSE, pairwise = TRUE) if (gamma <= 0) stop("The 'gamma' parameter must be positive") mv <- is_multivariate(c(x, y)) @@ -87,20 +79,50 @@ sdtw_proxy <- function(x, y = NULL, gamma = 0.01, ..., dim(D) <- NULL class(D) <- "pairdist" } - else if (lower_triangular_only) { + else if (symmetric) { dim(D) <- NULL - class(D) <- c("distdiag", "dist") + class(D) <- "dist" attr(D, "Size") <- length(x) - attr(D, "Diag") <- diagonal - attr(D, "Upper") <- FALSE attr(D, "Labels") <- names(x) } else { dimnames(D) <- dim_names - if (symmetric) diag(D) <- diagonal class(D) <- "crossdist" } + attr(D, "method") <- "SDTW" - # return + D +} + +sdtw_wrapper <- function(x, gamma = 0.01, ...) { + x <- tslist(x) + check_consistency(x, "vltslist") + + D <- allocate_distmat(length(x), length(x), FALSE, TRUE, TRUE) # UTILS-utils.R + fill_type <- "LOWER_TRIANGULAR_DIAGONAL" + mat_type <- "R_MATRIX" + + # adjust parameters for this distance + if (gamma <= 0) stop("The 'gamma' parameter must be positive") + mv <- is_multivariate(x) + + # calculate distance matrix + distance <- "SDTW" # read in C++, can't be temporary! + distargs <- list( + gamma = gamma + ) + num_threads <- get_nthreads() + + .Call(C_distmat_loop, + D, x, x, distance, distargs, fill_type, mat_type, num_threads, + PACKAGE = "dtwclust") + + dim(D) <- NULL + class(D) <- "dist" + attr(D, "Size") <- length(x) + attr(D, "Labels") <- names(x) + attr(D, "Diag") <- TRUE + attr(D, "method") <- "SDTW" + D } diff --git a/R/S4-Distmat.R b/R/S4-Distmat.R index 4ed9c498..74cb0d29 100644 --- a/R/S4-Distmat.R +++ b/R/S4-Distmat.R @@ -92,7 +92,7 @@ setMethod(`[`, "Distmat", function(x, i, j, ..., drop = TRUE) { if (identical(dim(dm), dim(x$distmat))) attributes(dm) <- attributes(x$distmat) } # return - dm + as.matrix(dm) }) #' @exportS3Method base::dim diff --git a/R/S4-DistmatLowerTriangular.R b/R/S4-DistmatLowerTriangular.R index 7aa815b9..6e13cc77 100644 --- a/R/S4-DistmatLowerTriangular.R +++ b/R/S4-DistmatLowerTriangular.R @@ -28,8 +28,7 @@ lower_triangular_index <- function(i, j, n, diagonal) { #' @examples #' #' dm <- new("DistmatLowerTriangular", -#' distmat = proxy::dist(CharTraj[1:5], method = "gak", sigma = 5.5, window.size = 10L, -#' lower_triangular_only = TRUE, diag = TRUE)) +#' distmat = proxy::dist(CharTraj[1:5], method = "gak", sigma = 5.5, window.size = 10L)) #' #' dm[2:3, 4:5] #' @@ -90,14 +89,30 @@ lti <- function(i) { #' setMethod(`[`, "DistmatLowerTriangular", function(x, i, j, ...) { if (missing(j)) { - stopifnot(inherits(i, "matrix"), ncol(i) == 2L) - j <- lti(i[, 2L]) - i <- lti(i[, 1L]) + stopifnot(inherits(i, "matrix")) + if (is.logical(i)) { + stopifnot(attr(x$distmat, "Size") == dim(i)) + j <- rep(1:ncol(i), apply(i, 2L, sum)) + i <- as.integer(apply(i, 2L, which)) + } + else { + stopifnot(ncol(i) == 2L) + j <- lti(i[, 2L]) + i <- lti(i[, 1L]) + } drop <- TRUE } else { i <- lti(i) + if (any(i < 0L)) { + i <- seq_len(attr(x$distmat, "Size"))[i] + } + j <- lti(j) + if (any(j < 0L)) { + j <- seq_len(attr(x$distmat, "Size"))[j] + } + out_dim <- c(length(i), length(j)) out_dimnames <- list(i, j) combinations <- expand.grid(i = i, j = j) @@ -107,7 +122,7 @@ setMethod(`[`, "DistmatLowerTriangular", function(x, i, j, ...) { } n <- attr(x$distmat, "Size") - diagonal <- isTRUE(attr(x$distmat, "Diag")) + diagonal <- attr(x$distmat, "method") == "SDTW" & isTRUE(attr(x$distmat, "Diag")) entries <- mapply(i, j, FUN = function(i, j) { if (!diagonal && i == j) { 0 @@ -139,17 +154,3 @@ methods::setOldClass("crossdist") setAs("matrix", "Distmat", function(from) { Distmat$new(distmat = from) }) setAs("crossdist", "Distmat", function(from) { Distmat$new(distmat = from) }) setAs("dist", "Distmat", function(from) { DistmatLowerTriangular$new(distmat = from) }) - -#' @exportS3Method base::as.matrix -as.matrix.distdiag <- function(x) { - n <- attr(x, "Size") - m <- matrix(0, n, n) - m[lower.tri(m, diag = attr(x, "Diag"))] <- x - - lbls <- attr(x, "Labels") - if (!is.null(lbls)) { - names(m) <- list(lbls, lbls) - } - - m -} diff --git a/R/S4-TSClusters-methods.R b/R/S4-TSClusters-methods.R index 8fa4b4e0..0fdef243 100644 --- a/R/S4-TSClusters-methods.R +++ b/R/S4-TSClusters-methods.R @@ -759,6 +759,7 @@ setMethod("plot", methods::signature(x = "TSClusters", y = "missing"), plot.TSCl # ================================================================================================== #' @importFrom cluster silhouette +#' @importFrom methods as #' cvi_TSClusters <- function(a, b = NULL, type = "valid", ...) { type <- match.arg(type, several.ok = TRUE, @@ -807,7 +808,7 @@ cvi_TSClusters <- function(a, b = NULL, type = "valid", ...) { distmat <- quoted_call( a@family@dist, x = a@datalist, - centroids = NULL, + centroids = if (isTRUE(a@control$symmetric)) NULL else a@datalist, dots = a@args$dist ) } @@ -833,14 +834,18 @@ cvi_TSClusters <- function(a, b = NULL, type = "valid", ...) { distcent <- quoted_call( a@family@dist, x = a@centroids, - centroids = NULL, + centroids = if (isTRUE(a@control$symmetric)) NULL else a@centroids, dots = a@args$dist ) - distcent <- base::as.matrix(distcent) - if (!base::isSymmetric(distcent)) - warning("Internal CVIs: centroids' cross-distance matrix is NOT symmetric, ", - "which can be problematic for:", - "\n\tDB\tDB*") + if (base::is.matrix(distcent)) { + if (!base::isSymmetric(unclass(distcent))) + warning("Internal CVIs: centroids' cross-distance matrix is NOT symmetric, ", + "which can be problematic for:", + "\n\tDB\tDB*") + } + else { + distcent <- methods::as(distcent, "Distmat") + } } # calculate global centroids if needed @@ -949,6 +954,7 @@ setMethod("cvi", methods::signature(a = "HierarchicalTSClusters"), cvi_TSCluster #' @rdname cvi #' @aliases cvi,FuzzyTSClusters #' @exportMethod cvi +#' @importFrom methods as #' @importFrom methods signature #' setMethod( @@ -1008,8 +1014,10 @@ setMethod( if (any(type %in% c("K", "T", "PBMF"))) { distcent <- quoted_call(a@family@dist, x = a@centroids, - centroids = NULL, + centroids = if (a@control$symmetric) NULL else a@centroids, dots = a@args$dist) + + if (inherits(distcent, "dist")) distcent <- methods::as(distcent, "Distmat") } # distance between series and centroids if (any(type %in% c("K", "T", "SC", "PBMF"))) { diff --git a/R/S4-tsclustFamily.R b/R/S4-tsclustFamily.R index 1c18dae5..545d68c8 100644 --- a/R/S4-tsclustFamily.R +++ b/R/S4-tsclustFamily.R @@ -31,7 +31,6 @@ #' - If `control$distmat` is *not* `NULL`, the function will try to subset it. #' - If `control$symmetric` is `TRUE`, `centroids` is `NULL`, *and* there is no argument #' `pairwise` that is `TRUE`, only half the distance matrix will be computed. -#' - The function always returns a `crossdist` matrix. #' #' Note that all distances implemented as part of \pkg{dtwclust} have custom proxy loops that use #' multi-threading independently of \pkg{foreach}, so see their respective documentation to see diff --git a/R/UTILS-expressions.R b/R/UTILS-expressions.R index 6028296b..2541ce46 100644 --- a/R/UTILS-expressions.R +++ b/R/UTILS-expressions.R @@ -3,15 +3,14 @@ prepare_expr <- quote({ dim_names <- list(names(x), names(y)) if (pairwise && length(x) != length(y)) stop("Pairwise distances require the same amount of series in 'x' and 'y'.") + # Get appropriate matrix (big.matrix was needed before) - D <- allocate_distmat(length(x), length(y), pairwise, symmetric, lower_triangular_only, diagonal) # UTILS-utils.R + D <- allocate_distmat(length(x), length(y), pairwise, symmetric, FALSE) # UTILS-utils.R fill_type <- if (pairwise) { "PAIRWISE" - } else if (lower_triangular_only) { - if (diagonal) "LOWER_TRIANGULAR_DIAGONAL" else "LOWER_TRIANGULAR" } else if (symmetric) { - "SYMMETRIC" + "LOWER_TRIANGULAR" } else { "PRIMARY" } diff --git a/R/UTILS-utils.R b/R/UTILS-utils.R index c7345d54..93ad802a 100644 --- a/R/UTILS-utils.R +++ b/R/UTILS-utils.R @@ -344,14 +344,12 @@ get_nthreads <- function() { # ================================================================================================== # allocate distance matrix for custom proxy loops -allocate_distmat <- function(x_len, y_len, pairwise, symmetric, lower, diagonal) { +allocate_distmat <- function(x_len, y_len, pairwise, symmetric, diagonal) { if (pairwise) { matrix(0, x_len, 1L) - } else if (lower) { + } else if (symmetric) { diagonal_factor <- if (diagonal) 1L else -1L matrix(0, x_len * (x_len + diagonal_factor) / 2L, 1L) - } else if (symmetric) { - matrix(0, x_len, x_len) } else { matrix(0, x_len, y_len) } diff --git a/R/pkg.R b/R/pkg.R index 691d70ae..920bdcf7 100644 --- a/R/pkg.R +++ b/R/pkg.R @@ -70,7 +70,6 @@ # PREFUN for some of my proxy distances so that they support 'pairwise' directly proxy_prefun <- function(x, y, pairwise, params, reg_entry) { params$pairwise <- pairwise - params$diagonal <- get_from_callers("diag", "logical") list(x = x, y = y, pairwise = pairwise, p = params, reg_entry = reg_entry) } diff --git a/cran-comments.md b/cran-comments.md index 4b0b91ec..d136a421 100644 --- a/cran-comments.md +++ b/cran-comments.md @@ -1,5 +1,5 @@ -## Update to version 5.6.0 +## Update to version 6.0.0 * Update Makevars for ARM version of Windows. * Internal optimizations of do.call usages. diff --git a/inst/NEWS.Rd b/inst/NEWS.Rd index 89df923b..3156ff5e 100644 --- a/inst/NEWS.Rd +++ b/inst/NEWS.Rd @@ -7,7 +7,7 @@ Full changelog available at \url{https://github.com/asardaes/dtwclust/blob/master/CHANGELOG.md} } -\section{Changes in version 5.6.0}{ +\section{Changes in version 6.0.0}{ \itemize{ \item Update Makevars for ARM version of Windows. \item Sanitize internal usage of \code{do.call} to avoid huge backtraces. diff --git a/man/DistmatLowerTriangular-class.Rd b/man/DistmatLowerTriangular-class.Rd index 23f6f707..9e9f1104 100644 --- a/man/DistmatLowerTriangular-class.Rd +++ b/man/DistmatLowerTriangular-class.Rd @@ -28,8 +28,7 @@ matrix. You can use \link[methods:new]{methods::new} passing the \code{dist} obj \examples{ dm <- new("DistmatLowerTriangular", - distmat = proxy::dist(CharTraj[1:5], method = "gak", sigma = 5.5, window.size = 10L, - lower_triangular_only = TRUE, diag = TRUE)) + distmat = proxy::dist(CharTraj[1:5], method = "gak", sigma = 5.5, window.size = 10L)) dm[2:3, 4:5] diff --git a/man/tsclustFamily-class.Rd b/man/tsclustFamily-class.Rd index 5450798f..d94a02f0 100644 --- a/man/tsclustFamily-class.Rd +++ b/man/tsclustFamily-class.Rd @@ -46,7 +46,6 @@ the following considerations. \item If \code{control$distmat} is \emph{not} \code{NULL}, the function will try to subset it. \item If \code{control$symmetric} is \code{TRUE}, \code{centroids} is \code{NULL}, \emph{and} there is no argument \code{pairwise} that is \code{TRUE}, only half the distance matrix will be computed. -\item The function always returns a \code{crossdist} matrix. } Note that all distances implemented as part of \pkg{dtwclust} have custom proxy loops that use diff --git a/src/distmat/fillers.cpp b/src/distmat/fillers.cpp index f65f27ff..0343459d 100644 --- a/src/distmat/fillers.cpp +++ b/src/distmat/fillers.cpp @@ -26,9 +26,9 @@ DistmatFillerFactory::create(const SEXP& FILL_TYPE, if (type == "PAIRWISE") { return std::make_shared(distmat, dist_calculator, NUM_THREADS); } - else if (type == "SYMMETRIC") { - return std::make_shared(distmat, dist_calculator, NUM_THREADS); - } + // else if (type == "SYMMETRIC") { + // return std::make_shared(distmat, dist_calculator, NUM_THREADS); + // } else if (type == "LOWER_TRIANGULAR") { return std::make_shared(distmat, dist_calculator, NUM_THREADS); } @@ -183,11 +183,11 @@ void PrimaryFiller::fill() const { // ------------------------------------------------------------------------------------------------- /* constructor */ // ------------------------------------------------------------------------------------------------- -SymmetricFiller::SymmetricFiller(std::shared_ptr& distmat, - const std::shared_ptr& dist_calculator, - const SEXP& NUM_THREADS) - : DistmatFiller(distmat, dist_calculator, NUM_THREADS) -{ } +// SymmetricFiller::SymmetricFiller(std::shared_ptr& distmat, +// const std::shared_ptr& dist_calculator, +// const SEXP& NUM_THREADS) +// : DistmatFiller(distmat, dist_calculator, NUM_THREADS) +// { } // ------------------------------------------------------------------------------------------------- /* parallel worker */ @@ -239,10 +239,10 @@ class SymmetricFillWorker : public ParallelWorker { protected: std::shared_ptr distmat_; - virtual void update_distmat(id_t id, id_t i, id_t j, double dist) { - (*distmat_)(i,j) = dist; - (*distmat_)(j,i) = dist; - } + virtual void update_distmat(id_t id, id_t i, id_t j, double dist) = 0; + // (*distmat_)(i,j) = dist; + // (*distmat_)(j,i) = dist; + // } private: const id_t nrows_; @@ -251,14 +251,14 @@ class SymmetricFillWorker : public ParallelWorker { // ------------------------------------------------------------------------------------------------- /* public fill method */ // ------------------------------------------------------------------------------------------------- -void SymmetricFiller::fill() const { - // number of elements in square matrix without including diagonal - int nrows = distmat_->nrow(); - int size = nrows * (nrows - 1) / 2; - int grain = get_grain(size, num_threads_); - SymmetricFillWorker fill_worker(dist_calculator_, distmat_, grain, distmat_->nrow()); - parallel_for(0, size, fill_worker, grain); -} +// void SymmetricFiller::fill() const { +// // number of elements in square matrix without including diagonal +// int nrows = distmat_->nrow(); +// int size = nrows * (nrows - 1) / 2; +// int grain = get_grain(size, num_threads_); +// SymmetricFillWorker fill_worker(dist_calculator_, distmat_, grain, distmat_->nrow()); +// parallel_for(0, size, fill_worker, grain); +// } // ================================================================================================= /* multi-threaded lower triangular filler diff --git a/src/distmat/fillers.h b/src/distmat/fillers.h index 2a553c0a..0fcd9da2 100644 --- a/src/distmat/fillers.h +++ b/src/distmat/fillers.h @@ -73,14 +73,14 @@ class PrimaryFiller : public DistmatFiller // ------------------------------------------------------------------------------------------------- /* symmetric filler */ // ------------------------------------------------------------------------------------------------- -class SymmetricFiller : public DistmatFiller -{ -public: - SymmetricFiller(std::shared_ptr& distmat, - const std::shared_ptr& dist_calculator, - const SEXP& NUM_THREADS); - void fill() const override; -}; +// class SymmetricFiller : public DistmatFiller +// { +// public: +// SymmetricFiller(std::shared_ptr& distmat, +// const std::shared_ptr& dist_calculator, +// const SEXP& NUM_THREADS); +// void fill() const override; +// }; // ------------------------------------------------------------------------------------------------- /* lower triangular filler */ diff --git a/tests/testthat/acceptance/gak.R b/tests/testthat/acceptance/gak.R index 57acc68c..adbd0324 100644 --- a/tests/testthat/acceptance/gak.R +++ b/tests/testthat/acceptance/gak.R @@ -17,8 +17,8 @@ test_that("Symmetric univariate GAK distance gives expected results.", { D2 <- proxy::dist(data_subset, data_subset, method = "gak", window.size = 18L, sigma = sigma) D3 <- sapply(data_subset, GAK, y = data_subset[[1L]], window.size = 18L, sigma = sigma) - expect_equal(D1, D2, info = "single-double-arg", check.attributes = FALSE) - expect_equal(D1[, 1L], D3, info = "manual-vs-proxy", check.attributes = FALSE) + expect_equal(as.matrix(D1), unclass(D2), info = "single-double-arg", check.attributes = FALSE) + expect_equal(c(0, D1[1L:(length(D3) - 1L)]), D3, info = "manual-vs-proxy", check.attributes = FALSE) }) test_that("Symmetric multivariate GAK distance gives expected results.", { @@ -27,8 +27,8 @@ test_that("Symmetric multivariate GAK distance gives expected results.", { D2 <- proxy::dist(data_multivariate, data_multivariate, method = "gak", window.size = 18L, sigma = sigma) D3 <- sapply(data_multivariate, GAK, y = data_multivariate[[1L]], window.size = 18L, sigma = sigma) - expect_equal(D1, D2, info = "single-double-arg", check.attributes = FALSE) - expect_equal(D1[, 1L], D3, info = "manual-vs-proxy", check.attributes = FALSE) + expect_equal(as.matrix(D1), unclass(D2), info = "single-double-arg", check.attributes = FALSE) + expect_equal(c(0, D1[1L:(length(D3) - 1L)]), D3, info = "manual-vs-proxy", check.attributes = FALSE) }) # ================================================================================================== diff --git a/tests/testthat/integration/families.R b/tests/testthat/integration/families.R index b582b627..6d8067f0 100644 --- a/tests/testthat/integration/families.R +++ b/tests/testthat/integration/families.R @@ -51,11 +51,11 @@ test_that("Operations with tsclustFamily@dist and lbk give expected results", { whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", - tolerance = 0, check.attributes = FALSE) + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], + info = "Sub, with distmat", tolerance = 0, check.attributes = FALSE) ## ---------------------------------------------------------- ref assign("distmat_lbk", whole_distmat, persistent) @@ -121,10 +121,10 @@ test_that("Operations with tsclustFamily@dist and lbi give expected results", { whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", tolerance = 0, check.attributes = FALSE) ## ---------------------------------------------------------- ref @@ -165,7 +165,7 @@ test_that("Operations with tsclustFamily@dist and sbd give expected results", { control = ts_ctrl, dist = "sbd") - whole_distmat <- family@dist(x) + whole_distmat <- family@dist(x, x) sub_distmat <- family@dist(x, centroids) pdist <- family@dist(x, pairwise = TRUE) class(pdist) <- NULL @@ -177,7 +177,7 @@ test_that("Operations with tsclustFamily@dist and sbd give expected results", { expect_equal(whole_distmat, distmat, info = "Whole, NULL distmat", check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, NULL distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, NULL distmat", check.attributes = FALSE) ## ---------------------------------------------------------- tsclustFamily, with distmat @@ -191,10 +191,10 @@ test_that("Operations with tsclustFamily@dist and sbd give expected results", { whole_distmat <- family@dist(x) sub_distmat <- family@dist(x, centroids) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", check.attributes = FALSE) ## ---------------------------------------------------------- ref @@ -260,7 +260,7 @@ test_that("Operations with tsclustFamily@dist and dtw_lb give expected results", whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) sdm <- distmat[ , c(1L, 15L), drop = FALSE] @@ -310,7 +310,7 @@ test_that("Operations with tsclustFamily@dist and dtw give expected results", { whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", @@ -358,7 +358,7 @@ test_that("Operations with tsclustFamily@dist and dtw2 give expected results", { whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", @@ -380,7 +380,7 @@ test_that("Operations with tsclustFamily@dist and dtw_basic give expected result control = ts_ctrl, dist = "dtw_basic") - whole_distmat <- family@dist(x, window.size = window.size) + whole_distmat <- family@dist(x, x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) pdist <- family@dist(x, window.size = window.size, pairwise = TRUE) class(pdist) <- NULL @@ -406,10 +406,10 @@ test_that("Operations with tsclustFamily@dist and dtw_basic give expected result whole_distmat <- family@dist(x, window.size = window.size) sub_distmat <- family@dist(x, centroids, window.size = window.size) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", tolerance = 0, check.attributes = FALSE) ## ---------------------------------------------------------- ref @@ -452,7 +452,7 @@ test_that("Operations with tsclustFamily@dist and gak give expected results", { control = ts_ctrl, dist = "gak") - whole_distmat <- family@dist(x, window.size = window.size, sigma = 100) + whole_distmat <- family@dist(x, x, window.size = window.size, sigma = 100) sub_distmat <- family@dist(x, centroids, window.size = window.size, sigma = 100) pdist <- family@dist(x, window.size = window.size, pairwise = TRUE, sigma = 100) class(pdist) <- NULL @@ -478,10 +478,10 @@ test_that("Operations with tsclustFamily@dist and gak give expected results", { whole_distmat <- family@dist(x, window.size = window.size, sigma = 100) sub_distmat <- family@dist(x, centroids, window.size = window.size, sigma = 100) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", tolerance = 0, check.attributes = FALSE) ## ---------------------------------------------------------- ref @@ -523,7 +523,7 @@ test_that("Operations with tsclustFamily@dist and sdtw give expected results", { control = ts_ctrl, dist = "sdtw") - whole_distmat <- family@dist(x) + whole_distmat <- family@dist(x, x) sub_distmat <- family@dist(x, centroids) pdist <- family@dist(x, pairwise = TRUE) class(sub_distmat) <- c("matrix", "array") @@ -548,10 +548,10 @@ test_that("Operations with tsclustFamily@dist and sdtw give expected results", { whole_distmat <- family@dist(x) sub_distmat <- family@dist(x, centroids) - expect_equal(whole_distmat, distmat, info = "Whole, with distmat", + expect_equal(whole_distmat, unclass(distmat), info = "Whole, with distmat", tolerance = 0, check.attributes = FALSE) - expect_equal(sub_distmat, distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", + expect_equal(unclass(sub_distmat), distmat[ , c(1L, 15L), drop = FALSE], info = "Sub, with distmat", tolerance = 0, check.attributes = FALSE) ## ---------------------------------------------------------- ref diff --git a/tests/testthat/integration/proxy.R b/tests/testthat/integration/proxy.R index 0e9e4928..5c3dce60 100644 --- a/tests/testthat/integration/proxy.R +++ b/tests/testthat/integration/proxy.R @@ -20,8 +20,10 @@ test_that("Included proxy distances can be called and give expected dimensions." expect_identical(dim(d), c(length(x), length(x)), info = paste(distance, "single-arg")) d2 <- proxy::dist(x, x, method = distance, window.size = 15L, sigma = 100, normalize = TRUE) - expect_equal(d2, d, check.attributes = FALSE, - info = paste(distance, "double-arg")) + if (distance != "sdtw") { + expect_equal(unclass(d2), as.matrix(d), check.attributes = FALSE, + info = paste(distance, "double-arg")) + } d3 <- proxy::dist(x[1L], x, method = distance, window.size = 15L, sigma = 100, normalize = TRUE) class(d3) <- c("matrix", "array") @@ -34,9 +36,9 @@ test_that("Included proxy distances can be called and give expected dimensions." # dtw_lb will give different results below because of how it works if (distance == "dtw_lb") next - expect_equal(d3, d[1L, , drop = FALSE], check.attributes = FALSE, + expect_equal(d3, d2[1L, , drop = FALSE], check.attributes = FALSE, info = paste(distance, "one-vs-many-vs-distmat")) - expect_equal(d4, d[ , 1L, drop = FALSE], check.attributes = FALSE, + expect_equal(d4, d2[ , 1L, drop = FALSE], check.attributes = FALSE, info = paste(distance, "many-vs-one-vs-distmat")) dots <- list() @@ -54,6 +56,7 @@ test_that("Included proxy distances can be called and give expected dimensions." d }) }) + if (distance == "sdtw") diag(manual_distmat) <- 0 expect_equal(as.matrix(d), manual_distmat, check.attributes = FALSE, info = paste("manual distmat vs proxy version using", distance)) } diff --git a/tests/testthat/rds/distmat_dtw.rds b/tests/testthat/rds/distmat_dtw.rds index 9a05ed3c04056743c14d52dff0ee16b0b648d6ef..1113107af5afc21fe77afaaee879dee10f7eb00b 100644 GIT binary patch literal 2112 zcmaJ>dpr}28qTGW`+Z*~b5{y!B%ezpOcxTvN1MW^Dau?Do1#cd$TdwaEn?+XllzoK zLWLbKU8)68AKHlOVN 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