update again

HierTree.Rmd

@@ -52,6 +52,68 @@ class.cols <- read_sheet(ss, sheet="classes")
 ```
 A hierarchic structure is basically a set of nodes, with edges linking nodes. Let's create an edge list for plotting using the <igraph> package.
 
+```{r, echo=F, eval=F}
+#' Create hierarchical data frame for hierarchical visualization 
+#'
+#' @author Cindy van Velthoven
+#'
+#' @param cl.df level annotations
+#' @param levels hierarchical levels to be visualized
+#' @param rootname the name to be given to the center of the plot. Default is "total"
+#'
+#' 
+#' @usage hierDF <- as.hierDF(cl.df, levels = c("class_id_label", "subclass_id_label","supertype_id_label"),rootname="wmb")
+#' 
+#' @return Dataframe with hierarchical representation of 
+
+as.hierDF <- function(cl.df, 
+                      levels=c("class_id_label","subclass_id_label","supertype_id_label"),
+                      rootname="all") {
+  
+  sub.df <- cl.df[,levels]
+  
+  ## set root (center)
+  sub.df <- data.frame(root = rootname, sub.df)
+  
+  
+  ## add the first label set == all labels == root
+  hierarchyList <- list()
+  
+  hierDF <- data.frame(parent = character(),
+                       child = character())
+  
+  for(i in seq_along(levels)){
+    print(i)
+    
+    currentCols <- c("root", levels)
+    
+    parentCols <- currentCols[i]
+    idCols <- currentCols[(i+1)]
+    
+    
+    if(is.numeric(sub.df[[idCols]])){
+      sub.df[[idCols]] <- as.character(as.numeric(sub.df[[idCols]]))
+      maxchar <- max(nchar(sub.df[[idCols]]))
+      sub.df[[idCols]] <- stringr::str_pad(sub.df[[idCols]] ,maxchar, pad = "0")
+    }
+    
+    currentDF <- sub.df %>%
+      group_by(.data[[parentCols]],
+               .data[[idCols]]) %>% 
+      summarise(values=n()) %>%
+      select(.data[[parentCols]],
+             .data[[idCols]])
+    
+    colnames(currentDF) <- c("parent","child")
+    hierDF <- rbind(hierDF,currentDF)
+  }
+  
+  
+  return(hierDF)
+}
+```
+
+
 ```{r create tree, fig.width=12, fig.height=4, echo=T}
 source("R/as.hierDF.R")
 

docs/HierTree.html

@@ -486,7 +486,7 @@ <h2>Plotting a hierarchical tree</h2>
 <p><img src="HierTree_files/figure-html/plot%20tree-1.png" width="1152" /></p>
 </div>
 
-<div 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+<div id="rmd-source-code">---
title: "HierTree"
output:
  html_document:
    toc: true
    toc_float: true
    code_download: true
    code_folding: show
date: "2024-02-06"
---

## Plotting a hierarchical tree

This script can be used to plot a hierarchical tree like the one presented in Yao et al., 2023 Figure 1.
The input can be a data frame with rows representing the leaf-level and columns represent annotations. This data frame needs to be restructured to a parent-child (hierarchical network data frame), which is what the 'as.hierDF' does. 

```{r klippy, echo=FALSE, include=TRUE}
klippy::klippy()
```

```{r setup, include=FALSE} 
knitr::opts_chunk$set(warning = FALSE, message = FALSE) 
```

```{r loading libs, echo=T}


library(dplyr)
library(ggplot2)
library(ggnewscale)
library(googlesheets4)
library(ggraph)
library(igraph)
library(tidyverse)
#theme_set(theme_void())
library(ggrepel)

```

Let's start by loading some dummy hierarchical data.

```{r load gsheets}
gs4_deauth()

ss <- "https://docs.google.com/spreadsheets/d/1VMs1Vs6hhNDYuUQsgBpwDiaGimPGYldR6WVS2WiS5nQ/edit?usp=sharing"
cl.df <- read_sheet(ss, sheet="cl.df")

st_colors = read_sheet(ss, sheet = "supertypes")
sub.cols <- read_sheet(ss, sheet="subclasses")
class.cols <- read_sheet(ss, sheet="classes")

```
A hierarchic structure is basically a set of nodes, with edges linking nodes. Let's create an edge list for plotting using the <igraph> package.

```{r, echo=F, eval=F}
#' Create hierarchical data frame for hierarchical visualization 
#'
#' @author Cindy van Velthoven
#'
#' @param cl.df level annotations
#' @param levels hierarchical levels to be visualized
#' @param rootname the name to be given to the center of the plot. Default is "total"
#'
#' 
#' @usage hierDF <- as.hierDF(cl.df, levels = c("class_id_label", "subclass_id_label","supertype_id_label"),rootname="wmb")
#' 
#' @return Dataframe with hierarchical representation of 

as.hierDF <- function(cl.df, 
                      levels=c("class_id_label","subclass_id_label","supertype_id_label"),
                      rootname="all") {
  
  sub.df <- cl.df[,levels]
  
  ## set root (center)
  sub.df <- data.frame(root = rootname, sub.df)
  
  
  ## add the first label set == all labels == root
  hierarchyList <- list()
  
  hierDF <- data.frame(parent = character(),
                       child = character())
  
  for(i in seq_along(levels)){
    print(i)
    
    currentCols <- c("root", levels)
    
    parentCols <- currentCols[i]
    idCols <- currentCols[(i+1)]
    
    
    if(is.numeric(sub.df[[idCols]])){
      sub.df[[idCols]] <- as.character(as.numeric(sub.df[[idCols]]))
      maxchar <- max(nchar(sub.df[[idCols]]))
      sub.df[[idCols]] <- stringr::str_pad(sub.df[[idCols]] ,maxchar, pad = "0")
    }
    
    currentDF <- sub.df %>%
      group_by(.data[[parentCols]],
               .data[[idCols]]) %>% 
      summarise(values=n()) %>%
      select(.data[[parentCols]],
             .data[[idCols]])
    
    colnames(currentDF) <- c("parent","child")
    hierDF <- rbind(hierDF,currentDF)
  }
  
  
  return(hierDF)
}
```


```{r create tree, fig.width=12, fig.height=4, echo=T}
source("R/as.hierDF.R")


hierDF <- as.hierDF(cl.df, levels = c("class_id_label", "subclass_id_label","supertype_id_label"),rootname="wmb")
# Create a graph object
graph <- graph_from_data_frame( hierDF)


dummy <- ggraph(graph, layout = 'dendrogram', circular = FALSE) + 
  geom_edge_diagonal()

dend_leaves <- dummy[["data"]] %>% filter(leaf == TRUE)

n_leaves <- nrow(dend_leaves)

dend_leaves <- dend_leaves %>% left_join(st_colors[,c("supertype_id_label", "supertype_color","supertype_id")], by=c("name"="supertype_id_label"))

subclass.df <- dummy[["data"]] %>% filter(name %in% sub.cols$subclass_id_label) %>% left_join(sub.cols[,c("subclass_id_label","subclass_id", "subclass_color")], by=c("name"="subclass_id_label"))
subclass.df$subclass_id <- gsub( " .*$", "", subclass.df$name) 

class.df <-  dummy[["data"]] %>% filter(name %in% class.cols$class_id_label) %>% left_join(class.cols[,c("class_id_label", "class_color")], by=c("name"="class_id_label"))

```
Next use ggraph to plot the 'dendrogram' and add additional layers of labeling using standard ggplot.

```{r create plot, fig.width=11, fig.height=2, eval=T, echo=T}
flat_plot = ggraph(graph, layout = 'dendrogram', circular = FALSE) + 
  geom_edge_diagonal(width = 0.25,
                     color="grey50") +
  #supertype
  geom_point(data = dend_leaves, 
             aes(x=x, y=y, color=supertype_color),
             cex=1,
             shape=19) +
  scale_color_identity(guide = "none") +
  # subclass
  new_scale_color() +
  geom_point(data=subclass.df, 
             aes(x=x, y=y, color= subclass_color),
             cex=2,
             shape=19)+
  geom_text(data=subclass.df, 
             aes(x=x, y=y, label= subclass_id),
             size=3,hjust=0, vjust=0.5,
             angle=90)+ #,             direction='y')+
    scale_color_identity(guide = "none") +
  # class
  new_scale_color() +
  geom_point(data=class.df, 
             aes(x=x, y=y, color= class_color),
             cex=2,
             shape=19)+
  geom_text_repel(data=class.df, 
             aes(x=x, y=y, label= name),
             size=3,hjust=1, vjust=0.5,
             direction='y')+
  scale_color_identity(guide = "none") +
  # add other levels if needed
  geom_text(data=dend_leaves,
            aes(x = x,
                y = y-0.1,
                label = name),
            angle = 90,
            hjust = 1.0,
            vjust = 0.5,
            size = 3,
            lineheight=0.1) +
  scale_x_continuous(limits = c(-1,n_leaves + 1),
                     expand=c(0,0)) +  
  coord_cartesian(clip = 'off')  +
  theme_void()  +
  theme(plot.margin = margin(t = 0, r = 0, b = 120, l = 0,))
  


```

```{r plot tree, fig.width=12, fig.height=4,echo=F}
flat_plot
```


</div>
 
 
 </div>