Mercurial > repos > greg > extract_ipm_date_interval
comparison utils.R @ 0:1868b7913590 draft
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| author | greg |
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| date | Tue, 07 Aug 2018 13:05:10 -0400 |
| parents | |
| children |
comparison
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| -1:000000000000 | 0:1868b7913590 |
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| 1 #!/usr/bin/env Rscript | |
| 2 | |
| 3 get_file_path = function(life_stage, base_name, sub_life_stage=NULL) { | |
| 4 if (is.null(sub_life_stage)) { | |
| 5 lsi = get_life_stage_index(life_stage); | |
| 6 file_name = paste(lsi, base_name, sep="_"); | |
| 7 } else { | |
| 8 lsi = get_life_stage_index(life_stage, sub_life_stage=sub_life_stage); | |
| 9 file_name = paste(lsi, tolower(sub_life_stage), base_name, sep="_"); | |
| 10 } | |
| 11 file_path = paste("output_plots_dir", file_name, sep="/"); | |
| 12 return(file_path); | |
| 13 } | |
| 14 | |
| 15 get_year_from_date = function(date_str) { | |
| 16 date_str_items = strsplit(date_str, "-")[[1]]; | |
| 17 return (date_str_items[1]); | |
| 18 } | |
| 19 | |
| 20 get_life_stage_index = function(life_stage, sub_life_stage=NULL) { | |
| 21 # Name collection elements so that they | |
| 22 # are displayed in logical order. | |
| 23 if (life_stage=="Egg") { | |
| 24 lsi = "01"; | |
| 25 } else if (life_stage=="Nymph") { | |
| 26 if (sub_life_stage=="Young") { | |
| 27 lsi = "02"; | |
| 28 } else if (sub_life_stage=="Old") { | |
| 29 lsi = "03"; | |
| 30 } else if (sub_life_stage=="Total") { | |
| 31 lsi="04"; | |
| 32 } | |
| 33 } else if (life_stage=="Adult") { | |
| 34 if (sub_life_stage=="Pre-vittelogenic") { | |
| 35 lsi = "05"; | |
| 36 } else if (sub_life_stage=="Vittelogenic") { | |
| 37 lsi = "06"; | |
| 38 } else if (sub_life_stage=="Diapausing") { | |
| 39 lsi = "07"; | |
| 40 } else if (sub_life_stage=="Total") { | |
| 41 lsi = "08"; | |
| 42 } | |
| 43 } else if (life_stage=="Total") { | |
| 44 lsi = "09"; | |
| 45 } | |
| 46 return(lsi); | |
| 47 } | |
| 48 | |
| 49 get_mean_and_std_error = function(p_replications, f1_replications, f2_replications) { | |
| 50 # P mean. | |
| 51 p_m = apply(p_replications, 1, mean); | |
| 52 # P standard error. | |
| 53 p_se = apply(p_replications, 1, sd) / sqrt(opt$replications); | |
| 54 # F1 mean. | |
| 55 f1_m = apply(f1_replications, 1, mean); | |
| 56 # F1 standard error. | |
| 57 f1_se = apply(f1_replications, 1, sd) / sqrt(opt$replications); | |
| 58 # F2 mean. | |
| 59 f2_m = apply(f2_replications, 1, mean); | |
| 60 # F2 standard error. | |
| 61 f2_se = apply(f2_replications, 1, sd) / sqrt(opt$replications); | |
| 62 return(list(p_m, p_se, f1_m, f1_se, f2_m, f2_se)) | |
| 63 } | |
| 64 | |
| 65 get_tick_index = function(index, last_tick, ticks, tick_labels, tick_sep) { | |
| 66 # The R code tries hard not to draw overlapping tick labels, and so | |
| 67 # will omit labels where they would abut or overlap previously drawn | |
| 68 # labels. This can result in, for example, every other tick being | |
| 69 # labelled. We'll keep track of the last tick to make sure all of | |
| 70 # the month labels are displayed, and missing ticks are restricted | |
| 71 # to Sundays which have no labels anyway. | |
| 72 if (last_tick==0) { | |
| 73 return(length(ticks)+1); | |
| 74 } | |
| 75 last_saved_tick = ticks[[length(ticks)]]; | |
| 76 if (index-last_saved_tick<tick_sep) { | |
| 77 last_saved_month = tick_labels[[length(tick_labels)]]; | |
| 78 if (last_saved_month=="") { | |
| 79 # We're safe overwriting a tick | |
| 80 # with no label (i.e., a Sunday tick). | |
| 81 return(length(ticks)); | |
| 82 } else { | |
| 83 # Don't eliminate a Month label. | |
| 84 return(NULL); | |
| 85 } | |
| 86 } | |
| 87 return(length(ticks)+1); | |
| 88 } | |
| 89 | |
| 90 get_total_days = function(is_leap_year) { | |
| 91 # Get the total number of days in the current year. | |
| 92 if (is_leap_year) { | |
| 93 return(366); | |
| 94 } else { | |
| 95 return(365); | |
| 96 } | |
| 97 } | |
| 98 | |
| 99 get_x_axis_ticks_and_labels = function(temperature_data_frame, prepend_end_doy_norm=0, append_start_doy_norm=0, date_interval=FALSE) { | |
| 100 # Generate a list of ticks and labels for plotting the x axis. | |
| 101 if (prepend_end_doy_norm > 0) { | |
| 102 prepend_end_norm_row = which(temperature_data_frame$DOY==prepend_end_doy_norm); | |
| 103 } else { | |
| 104 prepend_end_norm_row = 0; | |
| 105 } | |
| 106 if (append_start_doy_norm > 0) { | |
| 107 append_start_norm_row = which(temperature_data_frame$DOY==append_start_doy_norm); | |
| 108 } else { | |
| 109 append_start_norm_row = 0; | |
| 110 } | |
| 111 num_rows = dim(temperature_data_frame)[1]; | |
| 112 tick_labels = list(); | |
| 113 ticks = list(); | |
| 114 current_month_label = NULL; | |
| 115 last_tick = 0; | |
| 116 if (date_interval) { | |
| 117 tick_sep = 0; | |
| 118 } else { | |
| 119 tick_sep = 3; | |
| 120 } | |
| 121 for (i in 1:num_rows) { | |
| 122 # Get the year and month from the date which | |
| 123 # has the format YYYY-MM-DD. | |
| 124 date = format(temperature_data_frame$DATE[i]); | |
| 125 # Get the month label. | |
| 126 items = strsplit(date, "-")[[1]]; | |
| 127 month = items[2]; | |
| 128 month_label = month.abb[as.integer(month)]; | |
| 129 day = as.integer(items[3]); | |
| 130 doy = as.integer(temperature_data_frame$DOY[i]); | |
| 131 # We're plotting the entire year, so ticks will | |
| 132 # occur on Sundays and the first of each month. | |
| 133 if (i == prepend_end_norm_row) { | |
| 134 # Add a tick for the end of the 30 year normnals data | |
| 135 # that was prepended to the year-to-date data. | |
| 136 label_str = "End prepended 30 year normals"; | |
| 137 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 138 ticks[tick_index] = i; | |
| 139 if (date_interval) { | |
| 140 # Append the day to label_str | |
| 141 tick_labels[tick_index] = paste(label_str, day, sep=" "); | |
| 142 } else { | |
| 143 tick_labels[tick_index] = label_str; | |
| 144 } | |
| 145 last_tick = i; | |
| 146 } else if (doy == append_start_doy_norm) { | |
| 147 # Add a tick for the start of the 30 year normnals data | |
| 148 # that was appended to the year-to-date data. | |
| 149 label_str = "Start appended 30 year normals"; | |
| 150 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 151 ticks[tick_index] = i; | |
| 152 if (!identical(current_month_label, month_label)) { | |
| 153 # Append the month to label_str. | |
| 154 label_str = paste(label_str, month_label, spe=" "); | |
| 155 current_month_label = month_label; | |
| 156 } | |
| 157 if (date_interval) { | |
| 158 # Append the day to label_str | |
| 159 label_str = paste(label_str, day, sep=" "); | |
| 160 } | |
| 161 tick_labels[tick_index] = label_str; | |
| 162 last_tick = i; | |
| 163 } else if (i==num_rows) { | |
| 164 # Add a tick for the last day of the year. | |
| 165 label_str = ""; | |
| 166 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 167 ticks[tick_index] = i; | |
| 168 if (!identical(current_month_label, month_label)) { | |
| 169 # Append the month to label_str. | |
| 170 label_str = month_label; | |
| 171 current_month_label = month_label; | |
| 172 } | |
| 173 if (date_interval) { | |
| 174 # Append the day to label_str | |
| 175 label_str = paste(label_str, day, sep=" "); | |
| 176 } | |
| 177 tick_labels[tick_index] = label_str; | |
| 178 } else { | |
| 179 if (!identical(current_month_label, month_label)) { | |
| 180 # Add a tick for the month. | |
| 181 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 182 ticks[tick_index] = i; | |
| 183 if (date_interval) { | |
| 184 # Append the day to the month. | |
| 185 tick_labels[tick_index] = paste(month_label, day, sep=" "); | |
| 186 } else { | |
| 187 tick_labels[tick_index] = month_label; | |
| 188 } | |
| 189 current_month_label = month_label; | |
| 190 last_tick = i; | |
| 191 } | |
| 192 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 193 if (!is.null(tick_index)) { | |
| 194 if (date_interval) { | |
| 195 # Add a tick for every day. The first tick is the | |
| 196 # month label, so add a tick only if i is not 1 | |
| 197 if (i>1 & day>1) { | |
| 198 tick_index = get_tick_index(i, last_tick, ticks, tick_labels, tick_sep) | |
| 199 ticks[tick_index] = i; | |
| 200 # Add the day as the label. | |
| 201 tick_labels[tick_index] = day; | |
| 202 last_tick = i; | |
| 203 } | |
| 204 } else { | |
| 205 # Get the day. | |
| 206 day = weekdays(as.Date(date)); | |
| 207 if (day=="Sunday") { | |
| 208 # Add a tick if we're on a Sunday. | |
| 209 ticks[tick_index] = i; | |
| 210 # Add a blank month label so it is not displayed. | |
| 211 tick_labels[tick_index] = ""; | |
| 212 last_tick = i; | |
| 213 } | |
| 214 } | |
| 215 } | |
| 216 } | |
| 217 } | |
| 218 return(list(ticks, tick_labels)); | |
| 219 } | |
| 220 | |
| 221 render_chart = function(ticks, date_labels, chart_type, plot_std_error, insect, location, latitude, start_date, end_date, days, maxval, | |
| 222 replications, life_stage, group, group_std_error, group2=NULL, group2_std_error=NULL, group3=NULL, group3_std_error=NULL, | |
| 223 sub_life_stage=NULL) { | |
| 224 if (chart_type=="pop_size_by_life_stage") { | |
| 225 if (life_stage=="Total") { | |
| 226 title = paste(insect, ": Reps", replications, ":", life_stage, "Pop :", location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); | |
| 227 legend_text = c("Egg", "Nymph", "Adult"); | |
| 228 columns = c(4, 2, 1); | |
| 229 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); | |
| 230 legend("topleft", legend_text, lty=c(1, 1, 1), col=columns, cex=3); | |
| 231 lines(days, group2, lwd=2, lty=1, col=2); | |
| 232 lines(days, group3, lwd=2, lty=1, col=4); | |
| 233 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); | |
| 234 axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); | |
| 235 if (plot_std_error=="yes") { | |
| 236 # Standard error for group. | |
| 237 lines(days, group+group_std_error, lty=2); | |
| 238 lines(days, group-group_std_error, lty=2); | |
| 239 # Standard error for group2. | |
| 240 lines(days, group2+group2_std_error, col=2, lty=2); | |
| 241 lines(days, group2-group2_std_error, col=2, lty=2); | |
| 242 # Standard error for group3. | |
| 243 lines(days, group3+group3_std_error, col=4, lty=2); | |
| 244 lines(days, group3-group3_std_error, col=4, lty=2); | |
| 245 } | |
| 246 } else { | |
| 247 if (life_stage=="Egg") { | |
| 248 title = paste(insect, ": Reps", replications, ":", life_stage, "Pop :", location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); | |
| 249 legend_text = c(life_stage); | |
| 250 columns = c(4); | |
| 251 } else if (life_stage=="Nymph") { | |
| 252 stage = paste(sub_life_stage, "Nymph Pop :", sep=" "); | |
| 253 title = paste(insect, ": Reps", replications, ":", stage, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); | |
| 254 legend_text = c(paste(sub_life_stage, life_stage, sep=" ")); | |
| 255 columns = c(2); | |
| 256 } else if (life_stage=="Adult") { | |
| 257 stage = paste(sub_life_stage, "Adult Pop", sep=" "); | |
| 258 title = paste(insect, ": Reps", replications, ":", stage, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); | |
| 259 legend_text = c(paste(sub_life_stage, life_stage, sep=" ")); | |
| 260 columns = c(1); | |
| 261 } | |
| 262 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); | |
| 263 legend("topleft", legend_text, lty=c(1), col="black", cex=3); | |
| 264 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); | |
| 265 axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); | |
| 266 if (plot_std_error=="yes") { | |
| 267 # Standard error for group. | |
| 268 lines(days, group+group_std_error, lty=2); | |
| 269 lines(days, group-group_std_error, lty=2); | |
| 270 } | |
| 271 } | |
| 272 } else if (chart_type=="pop_size_by_generation") { | |
| 273 if (life_stage=="Total") { | |
| 274 title_str = ": Total Pop by Gen :"; | |
| 275 } else if (life_stage=="Egg") { | |
| 276 title_str = ": Egg Pop by Gen :"; | |
| 277 } else if (life_stage=="Nymph") { | |
| 278 title_str = paste(":", sub_life_stage, "Nymph Pop by Gen", ":", sep=" "); | |
| 279 } else if (life_stage=="Adult") { | |
| 280 title_str = paste(":", sub_life_stage, "Adult Pop by Gen", ":", sep=" "); | |
| 281 } | |
| 282 title = paste(insect, ": Reps", replications, title_str, location, ": Lat", latitude, ":", start_date, "-", end_date, sep=" "); | |
| 283 legend_text = c("P", "F1", "F2"); | |
| 284 columns = c(1, 2, 4); | |
| 285 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); | |
| 286 legend("topleft", legend_text, lty=c(1, 1, 1), col=columns, cex=3); | |
| 287 lines(days, group2, lwd=2, lty=1, col=2); | |
| 288 lines(days, group3, lwd=2, lty=1, col=4); | |
| 289 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); | |
| 290 axis(side=2, font.axis=3, xpd=TRUE, cex=3, cex.lab=3, cex.axis=3, cex.main=3); | |
| 291 if (plot_std_error=="yes") { | |
| 292 # Standard error for group. | |
| 293 lines(days, group+group_std_error, lty=2); | |
| 294 lines(days, group-group_std_error, lty=2); | |
| 295 # Standard error for group2. | |
| 296 lines(days, group2+group2_std_error, col=2, lty=2); | |
| 297 lines(days, group2-group2_std_error, col=2, lty=2); | |
| 298 # Standard error for group3. | |
| 299 lines(days, group3+group3_std_error, col=4, lty=2); | |
| 300 lines(days, group3-group3_std_error, col=4, lty=2); | |
| 301 } | |
| 302 } | |
| 303 } | |
| 304 | |
| 305 stop_err = function(msg) { | |
| 306 cat(msg, file=stderr()); | |
| 307 quit(save="no", status=1); | |
| 308 } | |
| 309 | |
| 310 validate_date = function(date_str) { | |
| 311 valid_date = as.Date(date_str, format="%Y-%m-%d"); | |
| 312 if( class(valid_date)=="try-error" || is.na(valid_date)) { | |
| 313 msg = paste("Invalid date: ", date_str, ", valid date format is yyyy-mm-dd.", sep=""); | |
| 314 stop_err(msg); | |
| 315 } | |
| 316 return(valid_date); | |
| 317 } |
