def test_plot_activities(self): from pyadlml.dataset.plot.activities import boxplot_duration, \ heatmap_transitions, hist_cum_duration, ridge_line, hist_counts df = self.data.df_activities_one lst = self.data.lst_activities hist_counts(df) hist_counts(df, lst_act=lst) boxplot_duration(df) boxplot_duration(df, lst_act=lst) try: hist_cum_duration(df) except ValueError: pass hist_cum_duration(df, act_lst=lst) heatmap_transitions(df) heatmap_transitions(df, lst_act=lst) try: ridge_line(df) except ValueError: pass ridge_line(df, lst_act=lst, n=10)
def gen_plots_persons(dataset, data): from pyadlml.dataset.plot.activities import hist_counts, boxplot_duration, \ hist_cum_duration, heatmap_transitions, ridge_line root_path = settings.MEDIA_ROOT + dataset.name + '/' for ps in dataset.person_statistics.all(): sub_path = dataset.name + '/plots/' + ps.name + '/' path = settings.MEDIA_ROOT + sub_path try: hist_counts_filename = 'hist_counts.png' path_to_hist_counts = path + hist_counts_filename hist_counts(data.df_activities, file_path=path_to_hist_counts) ps.plot_hist_counts = sub_path + hist_counts_filename except: pass try: boxplot_duration_filename = 'boxplot_duration.png' path_to_boxplot_duration = path + boxplot_duration_filename boxplot_duration(data.df_activities, file_path=path_to_boxplot_duration) ps.plot_boxplot_duration = sub_path + boxplot_duration_filename except: pass try: hist_cum_duration_filename = 'hist_cum_duration.png' path_to_hist_cum_duration = path + hist_cum_duration_filename hist_cum_duration(data.df_activities, file_path=path_to_hist_cum_duration) ps.plot_hist_cum_duration = sub_path + hist_cum_duration_filename except: pass try: heatmap_transitions_filename = 'heatmap_transitions.png' path_to_heatmap_transitions = path + heatmap_transitions_filename heatmap_transitions(data.df_activities, file_path=path_to_heatmap_transitions) ps.plot_heatmap_transitions = sub_path + heatmap_transitions_filename except: pass try: ridge_line_filename = 'ridge_line.png' path_to_ridge_line = path + ridge_line_filename ridge_line(data.df_activities, file_path=path_to_ridge_line) ps.plot_ridge_line = sub_path + ridge_line_filename except: pass ps.save()
def test_plot_activities(self): from pyadlml.dataset.plot.activities import activities_duration_dist, boxplot_duration, \ heatmap_transitions, hist_cum_duration, ridge_line, hist_counts df = self.data.df_activities_admin lst = self.data.lst_activities hist_counts(df) hist_counts(df, lst_act=lst) boxplot_duration(df) boxplot_duration(df, lst_act=lst) hist_cum_duration(df) hist_cum_duration(df, act_lst=lst) heatmap_transitions(df) heatmap_transitions(df, lst_act=lst) ridge_line(df) ridge_line(df, lst_act=lst, n=10)
def gen_plots_persons(dataset, data): from pyadlml.dataset.plot.activities import hist_counts, boxplot_duration, \ hist_cum_duration, heatmap_transitions, ridge_line root_path = settings.MEDIA_ROOT + dataset.name + '/' for ps in dataset.person_statistics.all(): sub_path = dataset.name + '/plots/' + ps.name + '/' path = settings.MEDIA_ROOT + sub_path df_activities = getattr(data, 'df_activities_{}'.format(ps.name)) lst_acts = data.lst_activities try: hist_counts_filename = settings.PLOT_ACT_HIST_COUNTS_FN path_to_hist_counts = path + hist_counts_filename hist_counts(df_activities, lst_act=lst_acts, file_path=path_to_hist_counts) ps.plot_hist_counts = sub_path + hist_counts_filename logger.info('created hist_counts for ' + str(ps.name)) except: logger.error("couldn't create histogram counts") try: boxplot_duration_filename = settings.PLOT_ACT_BP_DURATION_FN path_to_boxplot_duration = path + boxplot_duration_filename boxplot_duration(df_activities, lst_act=lst_acts, file_path=path_to_boxplot_duration) ps.plot_boxplot_duration = sub_path + boxplot_duration_filename logger.info('created boxplot_duration for ' + str(ps.name)) except Exception as e: print(e) logger.error("couldn't create boxplot_duration") try: hist_cum_duration_filename = settings.PLOT_ACT_CUM_DUR_FN path_to_hist_cum_duration = path + hist_cum_duration_filename hist_cum_duration(df_activities, act_lst=lst_acts, file_path=path_to_hist_cum_duration) ps.plot_hist_cum_duration = sub_path + hist_cum_duration_filename logger.info('created hist_cum_duration for ' + str(ps.name)) except: logger.error("couldn't create hist_cum_duration") try: heatmap_transitions_filename = settings.PLOT_ACT_HM_TRANS_FN path_to_heatmap_transitions = path + heatmap_transitions_filename heatmap_transitions(df_activities, lst_act=lst_acts, file_path=path_to_heatmap_transitions) ps.plot_heatmap_transitions = sub_path + heatmap_transitions_filename logger.info('created heatmap_transitions for ' + str(ps.name)) except Exception as e: print(e) logger.error("couldn't create heatmap_transitions") try: ridge_line_filename = settings.PLOT_ACT_RIDGE_FN path_to_ridge_line = path + ridge_line_filename ridge_line(df_activities, lst_act=lst_acts, file_path=path_to_ridge_line) ps.plot_ridge_line = sub_path + ridge_line_filename logger.info('created ridge_line for ' + str(ps.name)) except: logger.error("couldn't create ridge_line") ps.save()