Mercurial > repos > greg > insect_phenology_model
view utils.R @ 61:734f8e4dfbe5 draft
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author | greg |
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date | Wed, 06 Nov 2019 08:30:47 -0500 |
parents | 393085589438 |
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#!/usr/bin/env Rscript get_file_path = function(life_stage, base_name, sub_life_stage=NULL) { if (is.null(sub_life_stage)) { lsi = get_life_stage_index(life_stage); file_name = paste(lsi, base_name, sep="_"); } else { lsi = get_life_stage_index(life_stage, sub_life_stage=sub_life_stage); file_name = paste(lsi, tolower(sub_life_stage), base_name, sep="_"); } file_path = paste("output_plots_dir", file_name, sep="/"); return(file_path); } get_year_from_date = function(date_str) { date_str_items = strsplit(date_str, "-")[[1]]; return (date_str_items[1]); } get_life_stage_index = function(life_stage, sub_life_stage=NULL) { # Name collection elements so that they # are displayed in logical order. if (life_stage=="Egg") { lsi = "01"; } else if (life_stage=="Nymph") { if (sub_life_stage=="Young") { lsi = "02"; } else if (sub_life_stage=="Old") { lsi = "03"; } else if (sub_life_stage=="Total") { lsi="04"; } } else if (life_stage=="Adult") { if (sub_life_stage=="Pre-vittelogenic") { lsi = "05"; } else if (sub_life_stage=="Vittelogenic") { lsi = "06"; } else if (sub_life_stage=="Diapausing") { lsi = "07"; } else if (sub_life_stage=="Total") { lsi = "08"; } } else if (life_stage=="Total") { lsi = "09"; } return(lsi); } get_mean_and_std_error = function(p_replications, f1_replications, f2_replications) { # P mean. p_m = apply(p_replications, 1, mean); # P standard error. p_se = apply(p_replications, 1, sd) / sqrt(opt$replications); # F1 mean. f1_m = apply(f1_replications, 1, mean); # F1 standard error. f1_se = apply(f1_replications, 1, sd) / sqrt(opt$replications); # F2 mean. f2_m = apply(f2_replications, 1, mean); # F2 standard error. f2_se = apply(f2_replications, 1, sd) / sqrt(opt$replications); return(list(p_m, p_se, f1_m, f1_se, f2_m, f2_se)) } get_tick_index = function(index, last_tick, ticks, tick_labels, tick_sep) { # The R code tries hard not to draw overlapping tick labels, and so # will omit labels where they would abut or overlap previously drawn # labels. This can result in, for example, every other tick being # labelled. We'll keep track of the last tick to make sure all of # the month labels are displayed, and missing ticks are restricted # to Sundays which have no labels anyway. if (last_tick==0) { return(length(ticks)+1); } last_saved_tick = ticks[[length(ticks)]]; if (index-last_saved_tick<tick_sep) { last_saved_month = tick_labels[[length(tick_labels)]]; if (last_saved_month=="") { # We're safe overwriting a tick # with no label (i.e., a Sunday tick). return(length(ticks)); } else { # Don't eliminate a Month label. return(NULL); } } return(length(ticks)+1); } get_total_days = function(is_leap_year) { # Get the total number of days in the current year. if (is_leap_year) { return(366); } else { return(365); } } get_x_axis_ticks_and_labels = function(temperature_data_frame, prepend_end_doy_norm=0, append_start_doy_norm=0, date_interval=FALSE, doy_zero_insects=NULL) { # Generate a list of ticks and labels for plotting the x axis. if (prepend_end_doy_norm > 0) { prepend_end_norm_row = which(temperature_data_frame$DOY==prepend_end_doy_norm); } else { prepend_end_norm_row = 0; } if (append_start_doy_norm > 0) { append_start_norm_row = which(temperature_data_frame$DOY==append_start_doy_norm); } else { append_start_norm_row = 0; } if (is.null(doy_zero_insects)) { zero_insects_row = 0; } else { zero_insects_row = which(temperature_data_frame$DOY==doy_zero_insects); } num_rows = dim(temperature_data_frame)[1]; tick_labels = list(); ticks = list(); current_month_label = NULL; last_tick = 0; if (date_interval) { tick_sep = 0; } else { tick_sep = 3; } for (i in 1:num_rows) { # Get the year and month from the date which # has the format YYYY-MM-DD. date = format(temperature_data_frame$DATE[i]); # Get the month label. items = strsplit(date, "-")[[1]]; month = items[2]; month_label = month.abb[as.integer(month)]; day = as.integer(items[3]); doy = as.integer(temperature_data_frame$DOY[i]); # We're plotting the entire year, so ticks will # occur on Sundays and the first of each month. if (i == zero_insects_row) { # Add a tick for the day on which the number of insects # per replication is 0. label_str = "Number insects is 0"; tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep); ticks[tick_index] = i; if (date_interval) { # Append the day to label_str tick_labels[tick_index] = paste(label_str, day, sep=" "); } else { tick_labels[tick_index] = label_str; } last_tick = i; } else if (i == prepend_end_norm_row) { # Add a tick for the end of the 30 year normnals data # that was prepended to the year-to-date data. label_str = "End prepended 30 year normals"; tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep); ticks[tick_index] = i; if (date_interval) { # Append the day to label_str tick_labels[tick_index] = paste(label_str, day, sep=" "); } else { tick_labels[tick_index] = label_str; } last_tick = i; } else if (doy == append_start_doy_norm) { # Add a tick for the start of the 30 year normnals data # that was appended to the year-to-date data. label_str = "Start appended 30 year normals"; tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep); ticks[tick_index] = i; if (!identical(current_month_label, month_label)) { # Append the month to label_str. label_str = paste(label_str, month_label, spe=" "); current_month_label = month_label; } if (date_interval) { # Append the day to label_str label_str = paste(label_str, day, sep=" "); } tick_labels[tick_index] = label_str; last_tick = i; } else if (i==num_rows) { # Add a tick for the last day of the year. label_str = ""; tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep); ticks[tick_index] = i; if (!identical(current_month_label, month_label)) { # Append the month to label_str. label_str = month_label; current_month_label = month_label; } if (date_interval) { # Append the day to label_str label_str = paste(label_str, day, sep=" "); } tick_labels[tick_index] = label_str; } else { if (!identical(current_month_label, month_label)) { # Add a tick for the month. tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep); ticks[tick_index] = i; if (date_interval) { # Append the day to the month. tick_labels[tick_index] = paste(month_label, day, sep=" "); } else { tick_labels[tick_index] = month_label; } current_month_label = month_label; last_tick = i; } tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) if (!is.null(tick_index)) { if (date_interval) { # Add a tick for every day. The first tick is the # month label, so add a tick only if i is not 1 if (i>1 & day>1) { tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) ticks[tick_index] = i; # Add the day as the label. tick_labels[tick_index] = day; last_tick = i; } } else { # Get the day. day = weekdays(as.Date(date)); if (day=="Sunday") { # Add a tick if we're on a Sunday. ticks[tick_index] = i; # Add a blank month label so it is not displayed. tick_labels[tick_index] = ""; last_tick = i; } } } } } return(list(ticks, tick_labels)); } render_chart = function(ticks, date_labels, chart_type, plot_std_error, insect, location, latitude, start_date, end_date, days, maxval, replications, life_stage, group, group_std_error, group2=NULL, group2_std_error=NULL, group3=NULL, group3_std_error=NULL, sub_life_stage=NULL) { if (chart_type=="pop_size_by_life_stage") { if (life_stage=="Total") { title = paste(insect, ": Reps", replications, ":", life_stage, "Pop :", location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); legend_text = c("Egg", "Nymph", "Adult"); columns = c(4, 2, 1); plot(days, group, main=title, type="l", ylim=c(0, maxval), axes=FALSE, lwd=2, xlab="", ylab="", cex=3, cex.lab=3, cex.axis=3, cex.main=3); legend("topleft", legend_text, lty=c(1, 1, 1), col=columns, cex=3); lines(days, group2, lwd=2, lty=1, col=2); lines(days, group3, lwd=2, lty=1, col=4); axis(side=1, at=ticks, labels=date_labels, las=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); if (plot_std_error=="yes") { # Standard error for group. lines(days, group+group_std_error, lty=2); lines(days, group-group_std_error, lty=2); # Standard error for group2. lines(days, group2+group2_std_error, col=2, lty=2); lines(days, group2-group2_std_error, col=2, lty=2); # Standard error for group3. lines(days, group3+group3_std_error, col=4, lty=2); lines(days, group3-group3_std_error, col=4, lty=2); } } else { if (life_stage=="Egg") { title = paste(insect, ": Reps", replications, ":", life_stage, "Pop :", location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); legend_text = c(life_stage); columns = c(4); } else if (life_stage=="Nymph") { stage = paste(sub_life_stage, "Nymph Pop :", sep=" "); title = paste(insect, ": Reps", replications, ":", stage, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); legend_text = c(paste(sub_life_stage, life_stage, sep=" ")); columns = c(2); } else if (life_stage=="Adult") { stage = paste(sub_life_stage, "Adult Pop", sep=" "); title = paste(insect, ": Reps", replications, ":", stage, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); legend_text = c(paste(sub_life_stage, life_stage, sep=" ")); columns = c(1); } plot(days, group, main=title, type="l", ylim=c(0, maxval), axes=FALSE, lwd=2, xlab="", ylab="", cex=3, cex.lab=3, cex.axis=3, cex.main=3); legend("topleft", legend_text, lty=c(1), col="black", cex=3); axis(side=1, at=ticks, labels=date_labels, las=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); if (plot_std_error=="yes") { # Standard error for group. lines(days, group+group_std_error, lty=2); lines(days, group-group_std_error, lty=2); } } } else if (chart_type=="pop_size_by_generation") { if (life_stage=="Total") { title_str = ": Total Pop by Gen :"; } else if (life_stage=="Egg") { title_str = ": Egg Pop by Gen :"; } else if (life_stage=="Nymph") { title_str = paste(":", sub_life_stage, "Nymph Pop by Gen", ":", sep=" "); } else if (life_stage=="Adult") { title_str = paste(":", sub_life_stage, "Adult Pop by Gen", ":", sep=" "); } title = paste(insect, ": Reps", replications, title_str, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); legend_text = c("P", "F1", "F2"); columns = c(1, 2, 4); plot(days, group, main=title, type="l", ylim=c(0, maxval), axes=FALSE, lwd=2, xlab="", ylab="", cex=3, cex.lab=3, cex.axis=3, cex.main=3); legend("topleft", legend_text, lty=c(1, 1, 1), col=columns, cex=3); lines(days, group2, lwd=2, lty=1, col=2); lines(days, group3, lwd=2, lty=1, col=4); axis(side=1, at=ticks, labels=date_labels, las=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); if (plot_std_error=="yes") { # Standard error for group. lines(days, group+group_std_error, lty=2); lines(days, group-group_std_error, lty=2); # Standard error for group2. lines(days, group2+group2_std_error, col=2, lty=2); lines(days, group2-group2_std_error, col=2, lty=2); # Standard error for group3. lines(days, group3+group3_std_error, col=4, lty=2); lines(days, group3-group3_std_error, col=4, lty=2); } } } stop_err = function(msg) { cat(msg, file=stderr()); quit(save="no", status=1); } validate_date = function(date_str) { valid_date = as.Date(date_str, format="%Y-%m-%d"); if( class(valid_date)=="try-error" || is.na(valid_date)) { msg = paste("Invalid date: ", date_str, ", valid date format is yyyy-mm-dd.", sep=""); stop_err(msg); } return(valid_date); } validate_doys = function(temperature_data_frame) { # Ensure all DOY values are consecutive integers. last_doy = 0; num_rows = dim(temperature_data_frame)[1]; for (i in 1:num_rows) { doy = as.integer(temperature_data_frame$DOY[i]); if (last_doy == 0) { last_doy = doy; } else { if (doy != last_doy + 1) { msg = paste("DOY ", doy, " is not consecutive (previous DOY is ", last_doy, ".", sep=""); stop_err(msg); } last_doy = doy; } } }