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Package: ggPlantmap | ||
Type: Package | ||
Title: ggPlantmap | ||
Version: 0.1.0 | ||
Authors@R: | ||
person("Leonardo", "jo", ,"[email protected]", role = c("aut", "cre")) | ||
Maintainer: Leonardo Jo <[email protected]> | ||
Description: gPlantmap is a R tidyverse based package with a series of plant images to be mapped in a ggplot enviroment. | ||
We also provide a series of functions and instructions to easily create your own personal ggPlantmap. | ||
These ggPlantmap objects can be added into R pipelines for the visual representation of quantitative data in plant distinct cells/structures. | ||
License: `use_gpl3_license()` | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Imports: | ||
dplyr, | ||
tibble, | ||
ggplot2, | ||
XML | ||
Depends: | ||
R (>= 2.10) | ||
RoxygenNote: 7.2.3 |
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#' XML.to.ggPlantmap | ||
#' | ||
#' @description Open an Icy generated XML file and extract x and y coordinates of ROIs | ||
#' | ||
#' @param data XML file name (character string; e.g. "arabidopsis.root.crosssection.xml"). | ||
#' | ||
#' @return A tibble table with x,y coordinates of individual ROIs (ROI.id) and the name of the ROI (ROI.name) | ||
#' @import dplyr XML | ||
#' @importFrom dplyr tibble | ||
#' @export | ||
#' | ||
#' @examples | ||
#' XML.to.ggPlantmap("arabidopsis.root.crossection.xml") | ||
XML.to.ggPlantmap <- function(data) { | ||
xml.ROI <- XML::xmlToList(data) | ||
final.ROI <- NULL | ||
for (x in 1:length(xml.ROI)) { | ||
ROI <- xml.ROI[x] | ||
for (k in 1:length(ROI$roi$points)) { | ||
x <- as.numeric(ROI$roi$points[k]$point$pos_x) | ||
y <- as.numeric(ROI$roi$points[k]$point$pos_y) | ||
final.ROI2 <- dplyr::tibble(point=k,x=x,y=y*-1,ROI.name=ROI$roi$name,id=ROI$roi$id) | ||
final.ROI <- rbind(final.ROI,final.ROI2) | ||
} | ||
} | ||
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final.ROI3 <- dplyr::tibble(id = as.numeric(unique(final.ROI$id))) %>% | ||
dplyr::arrange(id) %>% | ||
dplyr::mutate(ROI.id = seq(1,length(unique(final.ROI$id)))) %>% | ||
merge(final.ROI,by="id") %>% | ||
dplyr::arrange(ROI.id,point) %>% | ||
dplyr::select(ROI.name,ROI.id,point,x,y) | ||
dplyr::tibble(final.ROI3) | ||
} | ||
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#' ggPlantmap.plot | ||
#' | ||
#' @description create a ggplot sample from a ggPlantmap table object | ||
#' | ||
#' @param data The ggPlantmap tibble to be displayed | ||
#' @param layer The level in which you want to distinguish the different ROIs. For example ROI.name,ROI.id or any other classifier you determined (Default: ROI.name). | ||
#' @param linewdith The line width of the tracing lines of your ggplot (Default = 0.5). | ||
#' @param show.legend logical. Should a legend for the levels to be included in the plot? If there are too many levels, legends can overwhelm the image. In this case, change to FALSE (Default: TRUE). | ||
#' @return A ggplot generated map of your ggPlantmap object with colors separated by layers. | ||
#' @import ggplot2 | ||
#' @export | ||
#' | ||
#' @examples | ||
#' ggPlantmap.plot(data=ggPm.At.3weekrosette.topview,layer=ROI.name,linewdith=1,show.legend=T) | ||
ggPlantmap.plot <- function(data,layer=ROI.name,linewidth=0.5,show.legend=T) { | ||
ggPlantmap <- data | ||
##ar <- (max(ggPlantmap$y) - min(ggPlantmap$y))/(max(ggPlantmap$x) - min(ggPlantmap$x)) ## recording the aspect ratio of the whole image to adjust it in the final plot. | ||
ggplot2::ggplot(ggPlantmap, aes(x = x, y = y)) + | ||
geom_polygon(aes(group=ROI.id,fill=factor({{layer}})),colour="black",size=linewidth,show.legend={{show.legend}}) + | ||
theme_void() + | ||
theme(panel.grid = element_blank(),legend.position="right") + | ||
coord_fixed() | ||
##theme(aspect.ratio = ar) | ||
} | ||
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#' ggPlantmap.merge | ||
#' | ||
#' @description combine a ggPlantmap with a table that contain quantitative data for specific ROIs of your ggPlantmap. | ||
#' | ||
#' @param data The ggPlantmap tibble | ||
#' @param value The value table you want to combine with the ggPlantmap tibble. For simplicity, it would be better if this value table is pre-processed so the only information within it are the level ids (Ex: ROI.name) and the value column (Ex: A specific gene expression values in all the different level ids). | ||
#' @param id.x Character string. The name of the column in your ggPlantmap tibble where you want to match to the value table. IMPORTANT: It is important to write as a character string, so in between quotes #' @param id.x The name of the column in your ggPlantmap tibble where you want to match to the value table (Ex: "ROI.name"). | ||
#' @param id.y Character string. The name of the column in your value table where you want to match to the ggPlantmap table (Ex: ROI.name). By default, this function will consider that the column names are exactly the same. In this case you don't need to specify id.y. In case of a different column name, you need to specify the column in the value table that correspond to the one in your ggPlantmap. Also as a character string (Ex: "Cell names"). | ||
#' @return A merged tibble with values assigned to specific levels of your ggPlantmap | ||
#' @import dplyr | ||
#' @export | ||
#' | ||
#' @examples | ||
#' ggPlantmap.merge(map=ggPm.At.seed.developmentalseries,value=ggPm.At.seed.expressionsample,id.x="ROI.name") | ||
ggPlantmap.merge <- function(map,value,id.x,id.y=id.x) { | ||
map %>% | ||
merge(value,by.x={{id.x}},by.y={{id.y}},all.x=T) %>% | ||
arrange(ROI.id,point) %>% | ||
tibble() | ||
} | ||
|
||
#' ggPlantmap.heatmap | ||
#' | ||
#' @description produce a heatmap from a ggPlantmap that contains quantitative values for specific ROI levels. | ||
#' | ||
#' @param map.quant The ggPlantmap tibble with quantitative values. | ||
#' @param value.quant The name of the column that contains the quantitative values (Ex: Gene.expression). | ||
#' @param linewdith The line width of the tracing lines of your ggplot (Default = 0.5). | ||
#' @param show.legend logical. Should a legend for the levels to be included in the plot? If there are too many levels, legends can overwhelm the image. In this case, change to FALSE (Default: TRUE). | ||
#' @return A ggplot generated heatmap of your ggPlantmap with colors that depicts the continuous values of your quantitative data. You can integrate this with a ggplot gradient scale (Example: + scale_fill_gradient()) | ||
#' @import ggplot2 | ||
#' @export | ||
#' | ||
#' @examples | ||
#' quant.data <- ggPlantmap.merge(map=ggPm.At.seed.developmentalseries,value=ggPm.At.seed.expressionsample,id.x="ROI.name") | ||
#' ggPlantmap.heatmap(map.quant=quant.data,value.quant=gene.expression,linewdith=1,show.legend=T) + | ||
#' scale_fill_gradient(low="white",high="red") | ||
ggPlantmap.heatmap <- function(map.quant,value.quant=value.quant,show.legend=T,linewidth=0.5) { | ||
ggPlantmap <- map.quant | ||
ar <- (max(ggPlantmap$y) - min(ggPlantmap$y))/(max(ggPlantmap$x) - min(ggPlantmap$x)) ## recording the aspect ratio of the whole image to adjust it in the final plot. | ||
ggplot2::ggplot(ggPlantmap, aes(x = x, y = y)) + | ||
geom_polygon(aes(group=ROI.id,fill={{value.quant}}),colour="black",size=linewidth,show.legend={{show.legend}}) + | ||
theme_void() + | ||
theme(panel.grid = element_blank(),legend.position="right") + | ||
theme(aspect.ratio = ar) | ||
} |
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library(ggplot2) | ||
ggplot2::ggplot(ggPm.At.3weekrosette.topview) + | ||
geom_polygon(aes(x,y,group=ROI.id),fill="white",colour="black",linewidth=0.1) |
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## code to prepare `DATASET` dataset goes here | ||
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usethis::use_data(DATASET, overwrite = TRUE) |
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