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@@ -20,13 +20,9 @@ suppressPackageStartupMessages({
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library("purrr")
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})
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+# Turn all warnings into errors for development
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options(warn = 2)
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-# Constants for configuration
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-plot_width <- 14
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-plot_height <- 9
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-base_size <- 14
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-
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parse_arguments <- function() {
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args <- if (interactive()) {
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c(
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@@ -515,7 +511,7 @@ calculate_interaction_scores <- function(df, df_bg, group_vars, overlap_threshol
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))
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}
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-generate_and_save_plots <- function(out_dir, filename, plot_configs) {
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+generate_and_save_plots <- function(out_dir, filename, plot_configs, page_width = 12, page_height = 8) {
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message("Generating ", filename, ".pdf and ", filename, ".html")
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# Check if we're dealing with multiple plot groups
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@@ -526,7 +522,7 @@ generate_and_save_plots <- function(out_dir, filename, plot_configs) {
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}
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# Open the PDF device once for all plots
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- pdf(file.path(out_dir, paste0(filename, ".pdf")), width = 16, height = 9)
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+ pdf(file.path(out_dir, paste0(filename, ".pdf")), width = page_width, height = page_height)
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# Loop through each plot group
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for (group in plot_groups) {
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@@ -1043,7 +1039,7 @@ generate_interaction_plot_configs <- function(df, type) {
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return(list(
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list(grid_layout = list(ncol = 2), plots = stats_plot_configs),
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list(grid_layout = list(ncol = 2), plots = stats_boxplot_configs),
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- list(grid_layout = list(ncol = 4), plots = delta_plot_configs) # nrow calculated dynamically
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+ list(grid_layout = list(ncol = 4), plots = delta_plot_configs[1:12]) # nrow calculated dynamically
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))
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}
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@@ -1123,12 +1119,7 @@ generate_rank_plot_configs <- function(df, is_lm = FALSE, adjust = FALSE, overla
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}
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}
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- # Calculate dynamic grid layout based on the number of plots
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- grid_ncol <- 3
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- num_plots <- length(plot_configs)
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- grid_nrow <- ceiling(num_plots / grid_ncol) # Automatically calculate the number of rows
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-
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- return(list(grid_layout = list(ncol = grid_ncol, nrow = grid_nrow), plots = plot_configs))
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+ return(list(grid_layout = list(ncol = 3), plots = plot_configs))
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}
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generate_correlation_plot_configs <- function(df, correlation_stats) {
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@@ -1418,29 +1409,34 @@ main <- function() {
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plot_configs <- list(
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list(out_dir = out_dir_qc, filename = "L_vs_K_before_quality_control",
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- plot_configs = l_vs_k_plot_configs),
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+ plot_configs = l_vs_k_plot_configs, page_width = 12, page_height = 8),
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list(out_dir = out_dir_qc, filename = "frequency_delta_background",
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- plot_configs = frequency_delta_bg_plot_configs),
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+ plot_configs = frequency_delta_bg_plot_configs, page_width = 12, page_height = 8),
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list(out_dir = out_dir_qc, filename = "L_vs_K_above_threshold",
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- plot_configs = above_threshold_plot_configs),
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+ plot_configs = above_threshold_plot_configs, page_width = 12, page_height = 8),
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list(out_dir = out_dir_qc, filename = "plate_analysis",
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- plot_configs = plate_analysis_plot_configs),
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+ plot_configs = plate_analysis_plot_configs, page_width = 14, page_height = 9),
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list(out_dir = out_dir_qc, filename = "plate_analysis_boxplots",
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- plot_configs = plate_analysis_boxplot_configs),
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+ plot_configs = plate_analysis_boxplot_configs, page_width = 18, page_height = 9),
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list(out_dir = out_dir_qc, filename = "plate_analysis_no_zeros",
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- plot_configs = plate_analysis_no_zeros_plot_configs),
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+ plot_configs = plate_analysis_no_zeros_plot_configs, page_width = 12, page_height = 8),
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list(out_dir = out_dir_qc, filename = "plate_analysis_no_zeros_boxplots",
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- plot_configs = plate_analysis_no_zeros_boxplot_configs),
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+ plot_configs = plate_analysis_no_zeros_boxplot_configs, page_width = 18, page_height = 9),
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list(out_dir = out_dir_qc, filename = "L_vs_K_for_strains_2SD_outside_mean_K",
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- plot_configs = l_outside_2sd_k_plot_configs),
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+ plot_configs = l_outside_2sd_k_plot_configs, page_width = 10, page_height = 8),
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list(out_dir = out_dir_qc, filename = "delta_background_vs_K_for_strains_2SD_outside_mean_K",
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- plot_configs = delta_bg_outside_2sd_k_plot_configs)
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+ plot_configs = delta_bg_outside_2sd_k_plot_configs, page_width = 10, page_height = 8)
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)
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- # furrr::future_map(plot_configs, function(config) {
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- # generate_and_save_plots(config$out_dir, config$filename, config$plot_configs)
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- # }, .options = furrr_options(seed = TRUE))
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+ # Parallelize background and quality control plot generation
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+ furrr::future_map(plot_configs, function(config) {
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+ generate_and_save_plots(config$out_dir, config$filename, config$plot_configs,
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+ page_width = config$page_width, page_height = config$page_height)
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+ }, .options = furrr_options(seed = TRUE))
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+ # Loop over background strains
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+ # TODO currently only tested against one strain, if we want to do multiple strains we'll
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+ # have to rename or group the output files by dir or something so they don't get clobbered
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bg_strains <- c("YDL227C")
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lapply(bg_strains, function(strain) {
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message("Processing background strain: ", strain)
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@@ -1496,7 +1492,7 @@ main <- function() {
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message("Generating reference interaction plots")
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reference_plot_configs <- generate_interaction_plot_configs(df_interactions_reference_joined, "reference")
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- generate_and_save_plots(out_dir, "interaction_plots_reference", reference_plot_configs)
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+ generate_and_save_plots(out_dir, "interaction_plots_reference", reference_plot_configs, page_width = 16, page_height = 16)
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message("Setting missing deletion values to the highest theoretical value at each drug conc for L")
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df_deletion <- df_na_stats %>% # formerly X2
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@@ -1527,7 +1523,7 @@ main <- function() {
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message("Generating deletion interaction plots")
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deletion_plot_configs <- generate_interaction_plot_configs(df_interactions_joined, "deletion")
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- generate_and_save_plots(out_dir, "interaction_plots", deletion_plot_configs)
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+ generate_and_save_plots(out_dir, "interaction_plots", deletion_plot_configs, page_width = 16, page_height = 16)
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message("Writing enhancer/suppressor csv files")
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interaction_threshold <- 2 # TODO add to study config?
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@@ -1567,8 +1563,8 @@ main <- function() {
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is_lm = FALSE,
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adjust = TRUE
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)
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- generate_and_save_plots(out_dir = out_dir, filename = "rank_plots",
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- plot_configs = rank_plot_configs)
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+ generate_and_save_plots(out_dir, "rank_plots", rank_plot_configs,
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+ page_width = 18, page_height = 12)
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message("Generating ranked linear model plots")
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rank_lm_plot_configs <- generate_rank_plot_configs(
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@@ -1576,8 +1572,8 @@ main <- function() {
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is_lm = TRUE,
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adjust = TRUE
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)
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- generate_and_save_plots(out_dir = out_dir, filename = "rank_plots_lm",
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- plot_configs = rank_lm_plot_configs)
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+ generate_and_save_plots(out_dir, "rank_plots_lm", rank_lm_plot_configs,
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+ page_width = 18, page_height = 12)
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message("Generating filtered ranked plots")
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rank_plot_filtered_configs <- generate_rank_plot_configs(
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@@ -1586,10 +1582,8 @@ main <- function() {
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adjust = FALSE,
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overlap_color = TRUE
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)
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- generate_and_save_plots(
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- out_dir = out_dir,
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- filename = "RankPlots_na_rm",
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- plot_configs = rank_plot_filtered_configs)
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+ generate_and_save_plots(out_dir, "RankPlots_na_rm", rank_plot_filtered_configs,
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+ page_width = 18, page_height = 12)
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message("Generating filtered ranked linear model plots")
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rank_plot_lm_filtered_configs <- generate_rank_plot_configs(
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@@ -1598,20 +1592,15 @@ main <- function() {
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adjust = FALSE,
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overlap_color = TRUE
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)
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- generate_and_save_plots(
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- out_dir = out_dir,
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- filename = "rank_plots_lm_na_rm",
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- plot_configs = rank_plot_lm_filtered_configs)
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+ generate_and_save_plots(out_dir, "rank_plots_lm_na_rm", rank_plot_lm_filtered_configs,
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+ page_width = 18, page_height = 12)
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message("Generating correlation curve parameter pair plots")
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correlation_plot_configs <- generate_correlation_plot_configs(
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df_interactions_joined
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)
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- generate_and_save_plots(
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- out_dir = out_dir,
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- filename = "correlation_cpps",
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- plot_configs = correlation_plot_configs,
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- )
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+ generate_and_save_plots(out_dir, "correlation_cpps", correlation_plot_configs,
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+ page_width = 10, page_height = 7)
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})
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})
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}
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