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 test_plot_activities(self):
from pyadlml.dataset.plot.activities import activities_duration_dist, boxplot_duration, \
heatmap_transitions, hist_cum_duration, ridge_line, hist_counts
for df_attr, lst_attr in zip(self.df_activity_attrs, self.lst_activity_attrs):
df = getattr(self.data, df_attr)
lst = getattr(self.data, lst_attr)
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()