From d807a7d14db7cc864b3822290d79ea976d10fd3b Mon Sep 17 00:00:00 2001 From: yun Date: Wed, 26 Jun 2024 20:59:55 +0800 Subject: [PATCH] gganno and ggheat: initialized data accepts row and column names --- R/gganno.R | 56 +++-- R/ggheat.R | 28 ++- R/utils-complexheatmap.R | 4 +- README.html | 209 +++++++++--------- README.md | 129 ++++++----- man/figures/README-Heatmap_gganno-1.png | Bin 28414 -> 28992 bytes man/figures/README-anno_bar-1.png | Bin 33011 -> 34100 bytes man/figures/README-anno_box-1.png | Bin 31840 -> 32427 bytes man/figures/README-anno_point-1.png | Bin 25860 -> 26541 bytes .../README-ggheat_customize_rect-1.png | Bin 44574 -> 47181 bytes man/figures/README-inside_legend-1.png | Bin 29842 -> 29650 bytes man/figures/README-unnamed-chunk-7-1.png | Bin 53381 -> 55054 bytes man/gganno.Rd | 17 +- man/ggheat.Rd | 8 +- vignettes/eheat.Rmd | 104 ++++----- 15 files changed, 295 insertions(+), 260 deletions(-) diff --git a/R/gganno.R b/R/gganno.R index 9a30f7b..8bd45c3 100644 --- a/R/gganno.R +++ b/R/gganno.R @@ -11,22 +11,25 @@ #' @section ggfn: #' #' `ggfn` accept a ggplot2 object with a default data and mapping created by -#' `ggplot(data, aes(.data$.x))` / `ggplot(data, ggplot2::aes(y = .data$.y))`. -#' The original matrix will be converted into a data.frame with another 3 -#' columns added: +#' `ggplot(data, aes(.data$x))` / `ggplot(data, ggplot2::aes(y = .data$y))`. +#' The original matrix will be converted into a long-data.frame (`gganno` always +#' regard row as the observations) with following columns: #' - `.slice`: the slice row (which = "row") or column (which = "column") #' number. -#' - `.x`/`.y`: indicating the x-axis (or y-axis) coordinates. Don't use +#' - `.row_names` and `.column_names`: the row and column names of the original +#' matrix (only applicable when names exist). +#' - `.row_index` and `.column_index`: the row and column index of the original +#' matrix. +#' - `x` / `y`: indicating the x-axis (or y-axis) coordinates. Don't use #' [coord_flip][ggplot2::coord_flip] to flip coordinates as it may disrupt #' internal operations. -#' - `.index`: denoting the row index of the original matrix, where rows are -#' uniformly considered as observations and columns as variables. +#' - `value`: the actual matrix value of the annotation matrix. #' #' @inherit ggheat #' @seealso [eanno] #' @examples #' draw(gganno(function(p) { -#' p + geom_point(aes(y = V1)) +#' p + geom_point(aes(y = value)) #' }, matrix = rnorm(10L), height = unit(10, "cm"), width = unit(0.7, "npc"))) #' @return A `ggAnno` object. #' @export @@ -71,38 +74,56 @@ eheat_prepare.ggAnno <- function(object, ..., viewport, heatmap, name) { column = heatmap@column_order_list ) } - data <- as_tibble0(matrix, rownames = NULL) # nolint if (length(order_list) > 1L) { with_slice <- TRUE } else { with_slice <- FALSE } + row_nms <- rownames(matrix) + col_nms <- colnames(matrix) + data <- as_tibble0(matrix, rownames = NULL) # nolint + colnames(data) <- seq_len(ncol(data)) + data$.row_index <- seq_len(nrow(data)) + data <- tidyr::pivot_longer(data, + cols = !".row_index", + names_to = ".column_index", + values_to = "value" + ) + data$.column_index <- as.integer(data$.column_index) + if (!is.null(row_nms)) data$.row_names <- row_nms[data$.row_index] + if (!is.null(col_nms)) data$.column_names <- col_nms[data$.column_index] + coords <- data_frame0( .slice = rep( seq_along(order_list), times = lengths(order_list) ), - .index = unlist(order_list, recursive = FALSE, use.names = FALSE), - .x = seq_along(.data$.index) + .row_index = unlist(order_list, recursive = FALSE, use.names = FALSE), + x = seq_along(.data$.row_index) + ) + data <- merge(coords, data, by = ".row_index", all = FALSE) + nms <- c( + ".slice", ".row_names", ".column_names", + ".row_index", ".column_index", "x", "y", "value" ) - data <- cbind(coords, data[match(coords$.index, seq_len(nrow(data))), ]) if (which == "row") { - data <- rename(data, c(.x = ".y")) + data <- rename(data, c(x = "y")) if (with_slice) { data <- lapply(split(data, data$.slice), function(subdata) { - subdata$.y <- reverse_trans(subdata$.y) + subdata$y <- reverse_trans(subdata$y) subdata }) data <- do.call(rbind, data) data <- as_tibble0(data, rownames = NULL) } else { - data$.y <- reverse_trans(data$.y) + data$y <- reverse_trans(data$y) } - p <- ggplot(data, aes(y = .data$.y)) + p <- ggplot(data[intersect(nms, names(data))], aes(y = .data$y)) } else { - p <- ggplot(data, aes(x = .data$.x)) + p <- ggplot(data[intersect(nms, names(data))], aes(x = .data$x)) } p <- rlang::inject(object@fun(p, !!!object@dots)) + object@dots <- list() # remove dots if (!ggplot2::is.ggplot(p)) { cli::cli_abort( sprintf("%s must return a {.cls ggplot2} object.", fn_id) @@ -117,7 +138,7 @@ eheat_prepare.ggAnno <- function(object, ..., viewport, heatmap, name) { )) } # prepare scales -------------------------------------- - labels <- rownames(matrix) %||% ggplot2::waiver() + labels <- row_nms %||% ggplot2::waiver() if (which == "row") { facet_params <- list( rows = ggplot2::vars(.data$.slice), @@ -198,7 +219,6 @@ eheat_prepare.ggAnno <- function(object, ..., viewport, heatmap, name) { elements = c("axis", "lab") ) } - object@dots <- list() object@legends_panel <- get_guides(gt, margins = "i") object@legends_margin <- get_guides(gt) object diff --git a/R/ggheat.R b/R/ggheat.R index 8cdf47c..8bb924d 100644 --- a/R/ggheat.R +++ b/R/ggheat.R @@ -19,14 +19,16 @@ #' @section ggfn: #' #' `ggfn` accept a ggplot2 object with a default data and mapping created by -#' `ggplot(data, aes(.data$.column, .data$.row))`. -#' the data contains 7 columns: +#' `ggplot(data, aes(.data$x, .data$y))`. the data contains following columns: #' - `.slice`: slice number, combine `.slice_row` and `.slice_column`. #' - `.slice_row`: the slice row number #' - `.slice_column`: the slice column number -#' - `.row` and `.column`: the row and column coordinates +#' - `.row_names` and `.column_names`: the row and column names of the original +#' matrix (only applicable when names exist). #' - `.row_index` and `.column_index`: the row and column index of the original #' matrix. +#' - `x` and `y`: the `x` and `y` coordinates +#' - `value`: the actual matrix value for the heatmap matrix. #' #' @note Maintaining the internal limits along the heatmap to align well with #' `ComplexHeatmap` is important. @@ -86,9 +88,11 @@ eheat_prepare.ggHeatmap <- function(object, ...) { data <- tidyr::pivot_longer(data, cols = !".row_index", names_to = ".column_index", - values_to = "values" + values_to = "value" ) data$.column_index <- as.integer(data$.column_index) + if (!is.null(row_nms)) data$.row_names <- row_nms[data$.row_index] + if (!is.null(col_nms)) data$.column_names <- col_nms[data$.column_index] # prepare slice panels data ------------------------ slice_list <- eheat_full_slice_index(order_list) @@ -99,7 +103,7 @@ eheat_prepare.ggHeatmap <- function(object, ...) { # reverse y-axis as ggplot2 and ComplexHeatmap draw in different # direction, but we cannot draw anything if we use `scale_y_reverse`, I # don't know why?. So we just reverse the values - data$.row <- reverse_trans(data$.row) + data$y <- reverse_trans(data$y) data }) coords <- do.call(rbind, coords) @@ -109,7 +113,13 @@ eheat_prepare.ggHeatmap <- function(object, ...) { ) # create the ggplot2 object -------------------- - p <- ggplot(data, aes(.data$.column, .data$.row)) + nms <- c( + ".slice", ".slice_row", ".slice_column", + ".row_names", ".column_names", + ".row_index", ".column_index", + "x", "y", "value" + ) + p <- ggplot(data[intersect(nms, names(data))], aes(.data$x, .data$y)) # special case for rect_gp$type == "none" ------ if (!identical(rect_gp$type, "none")) { @@ -117,7 +127,7 @@ eheat_prepare.ggHeatmap <- function(object, ...) { # ggplot2::labs has relative low priorities, so user can provide scale # name to overwrite the name p <- p + ggplot2::geom_tile( - aes(.data$.column, .data$.row, fill = .data$values), + aes(.data$x, .data$y, fill = .data$value), width = 1L, height = 1L ) + ggplot2::labs(fill = object@name) } @@ -150,17 +160,17 @@ eheat_prepare.ggHeatmap <- function(object, ...) { } p$scales <- p$scales$non_position_scales() } - # prepare scales ------------------------------ scales <- lapply(c("row", "column"), function(axis) { if (axis == "row") { fn <- ggplot2::scale_y_continuous labels <- row_nms + cols <- c(".slice_row", "y", ".row_index") } else { fn <- ggplot2::scale_x_continuous labels <- col_nms + cols <- c(".slice_column", "x", ".column_index") } - cols <- sprintf(c(".slice_%s", ".%s", ".%s_index"), axis) # prepapre scales for each slice panel eheat_scales(coords[cols], labels, scale_fn = fn) }) diff --git a/R/utils-complexheatmap.R b/R/utils-complexheatmap.R index 6a27157..aa688da 100644 --- a/R/utils-complexheatmap.R +++ b/R/utils-complexheatmap.R @@ -124,8 +124,8 @@ eheat_full_slice_index <- function(order_list) { .slice_column = j, .row_index = row_order[expand_idx[[1L]]], .column_index = column_order[expand_idx[[2L]]], - .row = row_full[as.character(.data$.row_index)], - .column = column_full[as.character(.data$.column_index)] + x = column_full[as.character(.data$.column_index)], + y = row_full[as.character(.data$.row_index)] ) } } diff --git a/README.html b/README.html index 0be66e8..7c1d5f7 100644 --- a/README.html +++ b/README.html @@ -712,39 +712,43 @@

ggheat

utilize the scale_* function directly from ggplot2. All guide legends will directly extracted from ggplot2. The essential parameter of ggheat is ggfn, which -accepts a ggplot2 object equipped with a default data and mappings -established via -ggplot(data, aes(.data$.column, .data$.row)). By default, -the data includes 7 columns, each prefixed with a dot for caution.

+accepts a ggplot2 object with a default data and mapping created by +ggplot(data, aes(.data$x, .data$y)). the data contains +following columns:

pdf(NULL)
 draw(ggheat(small_mat, function(x) {
   print(head(x$data))
   x
 }))
-#>   .row_index .column_index .slice_row .slice_column .row .column .slice
-#> 1          1             1          1             1    2       1   r1c1
-#> 2          1             2          1             1    2       8   r1c1
-#> 3          1             3          1             1    2       6   r1c1
-#> 4          1             4          1             1    2       2   r1c1
-#> 5          1             5          1             1    2       3   r1c1
-#> 6          1             6          1             1    2       7   r1c1
-#>       values
-#> 1  0.9047416
-#> 2 -0.3522982
-#> 3  0.5016096
-#> 4  1.2676994
-#> 5  0.8251229
-#> 6  0.1621522
+#> .slice .slice_row .slice_column .row_names .column_names .row_index +#> 1 r1c1 1 1 row1 column1 1 +#> 2 r1c1 1 1 row1 column2 1 +#> 3 r1c1 1 1 row1 column3 1 +#> 4 r1c1 1 1 row1 column4 1 +#> 5 r1c1 1 1 row1 column5 1 +#> 6 r1c1 1 1 row1 column6 1 +#> .column_index x y value +#> 1 1 1 2 0.9047416 +#> 2 2 8 2 -0.3522982 +#> 3 3 6 2 0.5016096 +#> 4 4 2 2 1.2676994 +#> 5 5 3 2 0.8251229 +#> 6 6 7 2 0.1621522
dev.off()
 #> png 
 #>   2
@@ -801,18 +805,18 @@

ggheat

ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(p$data, y <= x) ) + geom_text( aes(label = sprintf("%d * %d", .row_index, .column_index)), - data = ~ dplyr::filter(p$data, .row >= .column) + data = ~ dplyr::filter(p$data, y >= x) ) + theme_bw() }, rect_gp = gpar(type = "none")) ) - +

All the functionalities of the ComplexHeatmap::Heatmap function can be used as is.

@@ -852,10 +856,9 @@

ggheat

}, column_km = 2L, row_km = 3, row_names_gp = gpar(col = "red"))) -

While the legends are controlled by ggplot2. However, -the default legend name is taken from -ComplexHeatmap::Heatmap in order to maintain -consistency.

+

While the legends are controlled by ggplot2, the default +legend name is taken from ComplexHeatmap::Heatmap in order +to maintain consistency.

draw(
   ggheat(small_mat, function(p) {
     p + scale_fill_viridis_c()
@@ -882,9 +885,9 @@ 

ggheat

ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(.x, y <= x) ) + theme_bw() + theme( @@ -893,24 +896,29 @@

ggheat

) }, rect_gp = gpar(type = "none"), column_km = 2L, row_km = 3) )
- +

gganno

The same with ggheat, the essential parameter of gganno is also the ggfn, which accepts a -ggplot2 object equipped with a default data and mappings established by -ggplot(data, aes(.data$.x (or .data$.y))). The original -matrix will be converted into a data.frame with another 3 columns -added:

+ggplot2 object with a default data and mapping created by +ggplot(data, aes(.data$x)) / +ggplot(data, ggplot2::aes(y = .data$y)). The original +matrix will be converted into a long-data.frame (gganno +always regard row as the observations) with following columns.

gganno can be seamlessly combined with both ggheat and ComplexHeatmap::Heatmap, although @@ -921,17 +929,15 @@

gganno

draw(ggheat(small_mat, top_annotation = HeatmapAnnotation( foo = gganno( - # Note: vector will be converted one-column data.frame - # with a column names `V1` - matrix = anno_data, - function(p) { - p + geom_point(aes(.x, V1)) - } - ), which = "column" - ) -)) -#> ℹ convert simple vector to one-column matrix - + matrix = anno_data, + function(p) { + p + geom_point(aes(x, value)) + } + ), which = "column" + ) +)) +#> ℹ convert simple vector to one-column matrix +

Legends will also be extracted, in the similar manner like passing them into annotation_legend_list.

@@ -940,26 +946,26 @@

gganno

foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") }, height = unit(5, "cm") ), which = "column" ) ), merge_legends = TRUE) #> ℹ convert simple vector to one-column matrix - +
draw(ggheat(small_mat,
   top_annotation = HeatmapAnnotation(
     foo = gganno(
       matrix = anno_data,
       function(p) {
-        p + geom_boxplot(aes(y = V1, fill = factor(.slice)))
+        p + geom_boxplot(aes(y = value, fill = factor(.slice)))
       }, height = unit(5, "cm")
     ), which = "column"
   ), column_km = 2L
 ), merge_legends = TRUE)
 #> ℹ convert simple vector to one-column matrix
- +
box_matrix1 <- matrix(rnorm(ncol(small_mat)^2L, 10), nrow = ncol(small_mat))
 colnames(box_matrix1) <- rep_len("group1", ncol(small_mat))
@@ -970,38 +976,33 @@ 

gganno

foo = gganno( matrix = cbind(box_matrix1, box_matrix2), function(p) { - long_data <- ~ tidyr::pivot_longer(.x, starts_with("group"), - names_to = "group" - ) - p + - geom_violin( - aes( - y = value, fill = factor(group), - color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") - ), - data = long_data - ) + - geom_boxplot( - aes( - y = value, fill = factor(group), - color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") - ), - width = 0.2, - position = position_dodge(width = 0.9), - data = long_data - ) + - scale_fill_brewer( - name = "Group", type = "qual", palette = "Set3" - ) + - scale_color_brewer( - name = "Slice", type = "qual", palette = "Set1" - ) - }, height = unit(3, "cm") - ), which = "column" - ), column_km = 2L -), merge_legends = TRUE)
+ p + + geom_violin( + aes( + y = value, fill = factor(.column_names), + color = factor(.slice), + group = paste(.slice, .row_index, .column_names, sep = "-") + ) + ) + + geom_boxplot( + aes( + y = value, fill = factor(.column_names), + color = factor(.slice), + group = paste(.slice, .row_index, .column_names, sep = "-") + ), + width = 0.2, + position = position_dodge(width = 0.9) + ) + + scale_fill_brewer( + name = "Group", type = "qual", palette = "Set3" + ) + + scale_color_brewer( + name = "Slice", type = "qual", palette = "Set1" + ) + }, height = unit(3, "cm") + ), which = "column" + ), column_km = 2L +), merge_legends = TRUE)
draw(ggheat(small_mat,
@@ -1009,15 +1010,15 @@ 

gganno

foo = gganno( matrix = anno_data, function(p) { - p + aes(y = V1) + geom_text(aes(label = .index)) + p + aes(y = value) + geom_text(aes(label = .row_index)) }, height = unit(2, "cm") ), which = "column" ), bottom_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(y = V1) + - geom_text(aes(label = .index)) + + p + aes(y = value) + + geom_text(aes(label = .row_index)) + scale_y_reverse() }, matrix = anno_data, @@ -1028,8 +1029,8 @@

gganno

right_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + p + aes(x = value) + + geom_text(aes(label = .row_index)) }, matrix = anno_data, width = unit(3, "cm") @@ -1039,8 +1040,8 @@

gganno

left_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + + p + aes(x = value) + + geom_text(aes(label = .row_index)) + scale_x_reverse() }, matrix = anno_data, @@ -1054,7 +1055,7 @@

gganno

#> ℹ convert simple vector to one-column matrix #> ℹ convert simple vector to one-column matrix #> ℹ convert simple vector to one-column matrix
- +

gganno can work with Heatmap function, but cannot extract the legend.

@@ -1063,13 +1064,13 @@

gganno

foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") } ), which = "column" ) ), merge_legends = TRUE) #> ℹ convert simple vector to one-column matrix - +

anno_gg and anno_gg2

@@ -1222,7 +1223,7 @@

sessionInfo

#> [8] base #> #> other attached packages: -#> [1] eheat_0.99.2 ggplot2_3.5.1 ComplexHeatmap_2.20.0 +#> [1] eheat_0.99.6 ggplot2_3.5.1 ComplexHeatmap_2.20.0 #> #> loaded via a namespace (and not attached): #> [1] utf8_1.2.4 generics_0.1.3 tidyr_1.3.1 diff --git a/README.md b/README.md index 188c4e7..aafb16e 100644 --- a/README.md +++ b/README.md @@ -126,21 +126,25 @@ draw(ggheat(small_mat)) You do not need to explicitly specify the color mapping as you can utilize the `scale_*` function directly from ggplot2. All guide legends will directly extracted from `ggplot2`. The essential parameter of -`ggheat` is `ggfn`, which accepts a ggplot2 object equipped with a -default data and mappings established via -`ggplot(data, aes(.data$.column, .data$.row))`. By default, the data -includes 7 columns, each prefixed with a dot for caution. +`ggheat` is `ggfn`, which accepts a ggplot2 object with a default data +and mapping created by `ggplot(data, aes(.data$x, .data$y))`. the data +contains following columns: - `.slice`: slice number, combine `.slice_row` and `.slice_column`. -- `.slice_row`: the slice row number. +- `.slice_row`: the slice row number -- `.slice_column`: the slice column number. +- `.slice_column`: the slice column number -- `.row` and `.column`: the row and column coordinates. +- `.row_names` and `.column_names`: the row and column names of the + original matrix (only applicable when names exist). - `.row_index` and `.column_index`: the row and column index of the - original + original matrix. + +- `x` and `y`: the `x` and `y` coordinates + +- `value`: the actual matrix value for the heatmap matrix. ``` r pdf(NULL) @@ -148,20 +152,20 @@ draw(ggheat(small_mat, function(x) { print(head(x$data)) x })) -#> .row_index .column_index .slice_row .slice_column .row .column .slice -#> 1 1 1 1 1 2 1 r1c1 -#> 2 1 2 1 1 2 8 r1c1 -#> 3 1 3 1 1 2 6 r1c1 -#> 4 1 4 1 1 2 2 r1c1 -#> 5 1 5 1 1 2 3 r1c1 -#> 6 1 6 1 1 2 7 r1c1 -#> values -#> 1 0.9047416 -#> 2 -0.3522982 -#> 3 0.5016096 -#> 4 1.2676994 -#> 5 0.8251229 -#> 6 0.1621522 +#> .slice .slice_row .slice_column .row_names .column_names .row_index +#> 1 r1c1 1 1 row1 column1 1 +#> 2 r1c1 1 1 row1 column2 1 +#> 3 r1c1 1 1 row1 column3 1 +#> 4 r1c1 1 1 row1 column4 1 +#> 5 r1c1 1 1 row1 column5 1 +#> 6 r1c1 1 1 row1 column6 1 +#> .column_index x y value +#> 1 1 1 2 0.9047416 +#> 2 2 8 2 -0.3522982 +#> 3 3 6 2 0.5016096 +#> 4 4 2 2 1.2676994 +#> 5 5 3 2 0.8251229 +#> 6 6 7 2 0.1621522 ``` ``` r @@ -246,13 +250,13 @@ draw( ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(p$data, y <= x) ) + geom_text( aes(label = sprintf("%d * %d", .row_index, .column_index)), - data = ~ dplyr::filter(p$data, .row >= .column) + data = ~ dplyr::filter(p$data, y >= x) ) + theme_bw() }, rect_gp = gpar(type = "none")) @@ -315,8 +319,8 @@ draw(ggheat(small_mat, function(p) { -While the legends are controlled by `ggplot2`. However, the default -legend name is taken from `ComplexHeatmap::Heatmap` in order to maintain +While the legends are controlled by `ggplot2`, the default legend name +is taken from `ComplexHeatmap::Heatmap` in order to maintain consistency. ``` r @@ -354,9 +358,9 @@ draw( ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(.x, y <= x) ) + theme_bw() + theme( @@ -372,20 +376,22 @@ draw( ## `gganno` The same with `ggheat`, the essential parameter of `gganno` is also the -`ggfn`, which accepts a ggplot2 object equipped with a default data and -mappings established by `ggplot(data, aes(.data$.x (or .data$.y)))`. The -original matrix will be converted into a data.frame with another 3 -columns added: +`ggfn`, which accepts a ggplot2 object with a default data and mapping +created by `ggplot(data, aes(.data$x))` / +`ggplot(data, ggplot2::aes(y = .data$y))`. The original matrix will be +converted into a long-data.frame (`gganno` always regard row as the +observations) with following columns. - `.slice`: the slice row (which = “row”) or column (which = “column”) number. - -- `.x`/`.y`: indicating the x-axis (or y-axis) coordinates. Don’t use - `ggplot2::coord_flip` to flip coordinates as it can disrupt internal - design. - -- `.index`: denoting the row index of the original matrix, where rows - are uniformly considered as observations and columns as variables. +- `.row_names` and `.column_names`: the row and column names of the + original matrix (only applicable when names exist). +- `.row_index` and `.column_index`: the row and column index of the + original matrix. +- `x` / `y`: indicating the x-axis (or y-axis) coordinates. Don’t use + \[coord_flip\]\[ggplot2::coord_flip\] to flip coordinates as it may + disrupt internal operations. +- `value`: the actual matrix value of the annotation matrix. `gganno` can be seamlessly combined with both `ggheat` and `ComplexHeatmap::Heatmap`, although legends will not be extracted in the @@ -398,11 +404,9 @@ anno_data <- sample(1:10, nrow(small_mat)) draw(ggheat(small_mat, top_annotation = HeatmapAnnotation( foo = gganno( - # Note: vector will be converted one-column data.frame - # with a column names `V1` matrix = anno_data, function(p) { - p + geom_point(aes(.x, V1)) + p + geom_point(aes(x, value)) } ), which = "column" ) @@ -421,7 +425,7 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") }, height = unit(5, "cm") ), which = "column" ) @@ -437,7 +441,7 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_boxplot(aes(y = V1, fill = factor(.slice))) + p + geom_boxplot(aes(y = value, fill = factor(.slice))) }, height = unit(5, "cm") ), which = "column" ), column_km = 2L @@ -457,27 +461,22 @@ draw(ggheat(small_mat, foo = gganno( matrix = cbind(box_matrix1, box_matrix2), function(p) { - long_data <- ~ tidyr::pivot_longer(.x, starts_with("group"), - names_to = "group" - ) p + geom_violin( aes( - y = value, fill = factor(group), + y = value, fill = factor(.column_names), color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") - ), - data = long_data + group = paste(.slice, .row_index, .column_names, sep = "-") + ) ) + geom_boxplot( aes( - y = value, fill = factor(group), + y = value, fill = factor(.column_names), color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") + group = paste(.slice, .row_index, .column_names, sep = "-") ), width = 0.2, - position = position_dodge(width = 0.9), - data = long_data + position = position_dodge(width = 0.9) ) + scale_fill_brewer( name = "Group", type = "qual", palette = "Set3" @@ -499,15 +498,15 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + aes(y = V1) + geom_text(aes(label = .index)) + p + aes(y = value) + geom_text(aes(label = .row_index)) }, height = unit(2, "cm") ), which = "column" ), bottom_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(y = V1) + - geom_text(aes(label = .index)) + + p + aes(y = value) + + geom_text(aes(label = .row_index)) + scale_y_reverse() }, matrix = anno_data, @@ -518,8 +517,8 @@ draw(ggheat(small_mat, right_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + p + aes(x = value) + + geom_text(aes(label = .row_index)) }, matrix = anno_data, width = unit(3, "cm") @@ -529,8 +528,8 @@ draw(ggheat(small_mat, left_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + + p + aes(x = value) + + geom_text(aes(label = .row_index)) + scale_x_reverse() }, matrix = anno_data, @@ -557,7 +556,7 @@ draw(Heatmap(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") } ), which = "column" ) @@ -748,7 +747,7 @@ sessionInfo() #> [8] base #> #> other attached packages: -#> [1] eheat_0.99.2 ggplot2_3.5.1 ComplexHeatmap_2.20.0 +#> [1] eheat_0.99.6 ggplot2_3.5.1 ComplexHeatmap_2.20.0 #> #> loaded via a namespace (and not attached): #> [1] utf8_1.2.4 generics_0.1.3 tidyr_1.3.1 diff --git a/man/figures/README-Heatmap_gganno-1.png b/man/figures/README-Heatmap_gganno-1.png index d96085e3f409bd6fa8f0740cf5ce52457fe20bd6..28af25175fb24ab1d2f7dc691538fb3a35623b86 100644 GIT binary patch literal 28992 zcmb@ubx>Q;yZ1|lQlOMlplG2$afjkoq`13Nym--|p@rgBTmvoc?gTF`DK5cXf(F;S 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mapping created by -\code{ggplot(data, aes(.data$.x))} / \code{ggplot(data, ggplot2::aes(y = .data$.y))}. -The original matrix will be converted into a data.frame with another 3 -columns added: +\code{ggplot(data, aes(.data$x))} / \code{ggplot(data, ggplot2::aes(y = .data$y))}. +The original matrix will be converted into a long-data.frame (\code{gganno} always +regard row as the observations) with following columns: \itemize{ \item \code{.slice}: the slice row (which = "row") or column (which = "column") number. -\item \code{.x}/\code{.y}: indicating the x-axis (or y-axis) coordinates. Don't use +\item \code{.row_names} and \code{.column_names}: the row and column names of the original +matrix (only applicable when names exist). +\item \code{.row_index} and \code{.column_index}: the row and column index of the original +matrix. +\item \code{x} / \code{y}: indicating the x-axis (or y-axis) coordinates. Don't use \link[ggplot2:coord_flip]{coord_flip} to flip coordinates as it may disrupt internal operations. -\item \code{.index}: denoting the row index of the original matrix, where rows are -uniformly considered as observations and columns as variables. +\item \code{value}: the actual matrix value of the annotation matrix. } } \examples{ draw(gganno(function(p) { - p + geom_point(aes(y = V1)) + p + geom_point(aes(y = value)) }, matrix = rnorm(10L), height = unit(10, "cm"), width = unit(0.7, "npc"))) } \seealso{ diff --git a/man/ggheat.Rd b/man/ggheat.Rd index 1ff346c..0b6e7c8 100644 --- a/man/ggheat.Rd +++ b/man/ggheat.Rd @@ -41,15 +41,17 @@ Maintaining the internal limits along the heatmap to align well with \code{ggfn} accept a ggplot2 object with a default data and mapping created by -\code{ggplot(data, aes(.data$.column, .data$.row))}. -the data contains 7 columns: +\code{ggplot(data, aes(.data$x, .data$y))}. the data contains following columns: \itemize{ \item \code{.slice}: slice number, combine \code{.slice_row} and \code{.slice_column}. \item \code{.slice_row}: the slice row number \item \code{.slice_column}: the slice column number -\item \code{.row} and \code{.column}: the row and column coordinates +\item \code{.row_names} and \code{.column_names}: the row and column names of the original +matrix (only applicable when names exist). \item \code{.row_index} and \code{.column_index}: the row and column index of the original matrix. +\item \code{x} and \code{y}: the \code{x} and \code{y} coordinates +\item \code{value}: the actual matrix value for the heatmap matrix. } } diff --git a/vignettes/eheat.Rmd b/vignettes/eheat.Rmd index f9a1b1b..c2a065e 100644 --- a/vignettes/eheat.Rmd +++ b/vignettes/eheat.Rmd @@ -103,19 +103,24 @@ draw(ggheat(small_mat)) You do not need to explicitly specify the color mapping as you can utilize the `scale_*` function directly from ggplot2. All guide legends will directly extracted from `ggplot2`. The essential parameter of `ggheat` is `ggfn`, which -accepts a ggplot2 object equipped with a default data and mappings established -via `ggplot(data, aes(.data$.column, .data$.row))`. By default, the data -includes 7 columns, each prefixed with a dot for caution. +accepts a ggplot2 object with a default data and mapping created by +`ggplot(data, aes(.data$x, .data$y))`. the data contains following columns: -* `.slice`: slice number, combine `.slice_row` and `.slice_column`. +- `.slice`: slice number, combine `.slice_row` and `.slice_column`. -* `.slice_row`: the slice row number. +- `.slice_row`: the slice row number -* `.slice_column`: the slice column number. +- `.slice_column`: the slice column number -* `.row` and `.column`: the row and column coordinates. +- `.row_names` and `.column_names`: the row and column names of the original + matrix (only applicable when names exist). -* `.row_index` and `.column_index`: the row and column index of the original +- `.row_index` and `.column_index`: the row and column index of the original + matrix. + +- `x` and `y`: the `x` and `y` coordinates + +- `value`: the actual matrix value for the heatmap matrix. ```{r ggheat_data} pdf(NULL) @@ -184,13 +189,13 @@ draw( ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(p$data, y <= x) ) + geom_text( aes(label = sprintf("%d * %d", .row_index, .column_index)), - data = ~ dplyr::filter(p$data, .row >= .column) + data = ~ dplyr::filter(p$data, y >= x) ) + theme_bw() }, rect_gp = gpar(type = "none")) @@ -238,8 +243,8 @@ draw(ggheat(small_mat, function(p) { }, column_km = 2L, row_km = 3, row_names_gp = gpar(col = "red"))) ``` -While the legends are controlled by `ggplot2`. However, the default legend name -is taken from `ComplexHeatmap::Heatmap` in order to maintain consistency. +While the legends are controlled by `ggplot2`, the default legend name is taken +from `ComplexHeatmap::Heatmap` in order to maintain consistency. ```{r ggheat_legend_name1} draw( ggheat(small_mat, function(p) { @@ -269,9 +274,9 @@ draw( ggheat(small_mat, function(p) { p + geom_tile( - aes(fill = values), + aes(fill = value), width = 1L, height = 1L, - data = ~ dplyr::filter(p$data, .row <= .column) + data = ~ dplyr::filter(.x, y <= x) ) + theme_bw() + theme( @@ -284,19 +289,21 @@ draw( ## `gganno` The same with `ggheat`, the essential parameter of `gganno` is also the `ggfn`, -which accepts a ggplot2 object equipped with a default data and mappings -established by `ggplot(data, aes(.data$.x (or .data$.y)))`. The original matrix -will be converted into a data.frame with another 3 columns added: - -* `.slice`: the slice row (which = "row") or column (which = "column") - number. - -* `.x`/`.y`: indicating the x-axis (or y-axis) coordinates. Don't use -`ggplot2::coord_flip` to flip coordinates as it can disrupt internal -design. - -* `.index`: denoting the row index of the original matrix, where rows are - uniformly considered as observations and columns as variables. +which accepts a ggplot2 object with a default data and mapping created by +`ggplot(data, aes(.data$x))` / `ggplot(data, ggplot2::aes(y = .data$y))`. The +original matrix will be converted into a long-data.frame (`gganno` always regard +row as the observations) with following columns. + +- `.slice`: the slice row (which = "row") or column (which = "column") + number. +- `.row_names` and `.column_names`: the row and column names of the original + matrix (only applicable when names exist). +- `.row_index` and `.column_index`: the row and column index of the original + matrix. +- `x` / `y`: indicating the x-axis (or y-axis) coordinates. Don't use + [coord_flip][ggplot2::coord_flip] to flip coordinates as it may disrupt + internal operations. +- `value`: the actual matrix value of the annotation matrix. `gganno` can be seamlessly combined with both `ggheat` and `ComplexHeatmap::Heatmap`, although legends will not be extracted in the later @@ -308,11 +315,9 @@ anno_data <- sample(1:10, nrow(small_mat)) draw(ggheat(small_mat, top_annotation = HeatmapAnnotation( foo = gganno( - # Note: vector will be converted one-column data.frame - # with a column names `V1` matrix = anno_data, function(p) { - p + geom_point(aes(.x, V1)) + p + geom_point(aes(x, value)) } ), which = "column" ) @@ -327,7 +332,7 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") }, height = unit(5, "cm") ), which = "column" ) @@ -340,7 +345,7 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_boxplot(aes(y = V1, fill = factor(.slice))) + p + geom_boxplot(aes(y = value, fill = factor(.slice))) }, height = unit(5, "cm") ), which = "column" ), column_km = 2L @@ -357,27 +362,22 @@ draw(ggheat(small_mat, foo = gganno( matrix = cbind(box_matrix1, box_matrix2), function(p) { - long_data <- ~ tidyr::pivot_longer(.x, starts_with("group"), - names_to = "group" - ) p + geom_violin( aes( - y = value, fill = factor(group), + y = value, fill = factor(.column_names), color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") - ), - data = long_data + group = paste(.slice, .row_index, .column_names, sep = "-") + ) ) + geom_boxplot( aes( - y = value, fill = factor(group), + y = value, fill = factor(.column_names), color = factor(.slice), - group = paste(.slice, .index, group, sep = "-") + group = paste(.slice, .row_index, .column_names, sep = "-") ), width = 0.2, - position = position_dodge(width = 0.9), - data = long_data + position = position_dodge(width = 0.9) ) + scale_fill_brewer( name = "Group", type = "qual", palette = "Set3" @@ -397,15 +397,15 @@ draw(ggheat(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + aes(y = V1) + geom_text(aes(label = .index)) + p + aes(y = value) + geom_text(aes(label = .row_index)) }, height = unit(2, "cm") ), which = "column" ), bottom_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(y = V1) + - geom_text(aes(label = .index)) + + p + aes(y = value) + + geom_text(aes(label = .row_index)) + scale_y_reverse() }, matrix = anno_data, @@ -416,8 +416,8 @@ draw(ggheat(small_mat, right_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + p + aes(x = value) + + geom_text(aes(label = .row_index)) }, matrix = anno_data, width = unit(3, "cm") @@ -427,8 +427,8 @@ draw(ggheat(small_mat, left_annotation = HeatmapAnnotation( foo = gganno( function(p) { - p + aes(x = V1) + - geom_text(aes(label = .index)) + + p + aes(x = value) + + geom_text(aes(label = .row_index)) + scale_x_reverse() }, matrix = anno_data, @@ -447,7 +447,7 @@ draw(Heatmap(small_mat, foo = gganno( matrix = anno_data, function(p) { - p + geom_bar(aes(y = V1, fill = factor(.index)), stat = "identity") + p + geom_bar(aes(y = value, fill = factor(.row_index)), stat = "identity") } ), which = "column" )