# takes a dataframe and returns the same dataframe with two extra columns for colours and position library('viridis') generate_distance_colour_map = function(plot_df, xvar_colname = "position", lig_dist_colname = "ligand_distance", debug = TRUE ) { if (debug) { cat("\nAnnotating x-axis ~", lig_dist_colname, "requested...") } plot_df['lig_distR'] = round(plot_df[[lig_dist_colname]], digits = 0) lig_min = min(round(plot_df[[lig_dist_colname]]), na.rm = T); lig_min lig_max = max(round(plot_df[[lig_dist_colname]]), na.rm = T); lig_max lig_mean = round(mean(round(plot_df[[lig_dist_colname]]), na.rm = T)); lig_mean n_colours = length(sort(unique(round(plot_df[[lig_dist_colname]], digits = 0)))) lig_cols = magma(n_colours, direction=-1) ligD_valsR = sort(unique(round(plot_df[[lig_dist_colname]], digits = 0))) if (debug) { length(ligD_valsR) if (n_colours == length(ligD_valsR)) { cat("\nStarting: mapping b/w" , lig_dist_colname , "and colours") }else{ cat("\nCannot start mapping b/w", lig_dist_colname, "and colours..." , "\nLength mismatch:" , "No. of colours: ", n_colours , "\nValues to map:", length(ligD_valsR)) } } ligDcolKey <- data.frame(ligD_colours = lig_cols , lig_distR = ligD_valsR); ligDcolKey if (debug) { names(ligDcolKey) cat("\nSuccessful: Mapping b/w", lig_dist_colname, "and colours") } # merge colour key with plot_df plot_df = merge(plot_df, ligDcolKey, by = 'lig_distR') return(plot_df) } generate_distance_legend = function(plot_df, xvar_colname = 'position', lig_dist_colname = "ligand_distance", legend_title = "Ligand\nDistance" ) { # build legend for ligand distance "heat bar" lig_min = min(round(plot_df[[lig_dist_colname]]), na.rm = T); lig_min lig_max = max(round(plot_df[[lig_dist_colname]]), na.rm = T); lig_max lig_mean = round(mean(round(plot_df[[lig_dist_colname]]), na.rm = T)); lig_mean labels = seq(lig_min, lig_max, len = 5); labels labelsD = round(labels, digits = 0); labelsD get_legend( ggplot(plot_df, aes_string(x = sprintf("factor(%s)", xvar_colname), y=0)) + geom_tile(aes(fill = .data[[lig_dist_colname]]) , colour = "white") + scale_fill_gradient2(midpoint = lig_mean , low = magma(3, direction=-1)[1] , mid = magma(3, direction=-1)[2] , high = magma(3, direction=-1)[3] , breaks = labels , limits = c(lig_min, lig_max) , labels = labelsD , name = legend_title) ) }