def analyze(id, id_deadlines):
deadlines = id_deadlines[id]
pre_deadlines = []
for deadline in deadlines:
print deadline
pre_deadline = datetime.datetime.strptime(deadline, "%Y-%m-%d") - datetime.timedelta(1)
pre_deadline = pre_deadline.strftime("%Y-%m-%d")
pre_deadlines.append(pre_deadline)
in_loc_duration = get_in_loc_duration(id)
for pair in in_loc_duration:
dt, seq = pair[0], pair[1]
weekday = datetime.datetime.strptime(dt, "%Y-%m-%d").strftime("%A")
if dt in deadlines or dt in pre_deadlines:
print dt + " " + weekday
pp.pprint(seq)
def get_feature_end_var():
id_feature = {}
for file in os.listdir(wifi_dir):
if not file.endswith('.csv') or file.endswith('datetime.csv'):
continue
id = file.split('.')[0][-2:]
print '===================='
print 'id: ' + id
in_loc_duration = get_in_loc_duration(id, duration_cut=60*5)
if id in OFF_CAMPUS:
result = get_end_var_offcampus(in_loc_duration, id)
else:
result = get_end_var_offcampus(in_loc_duration, id)
id_feature[id] = result
return id_feature
def get_feature(func):
id_feature = {}
for file in os.listdir(wifi_dir):
if not file.endswith('.csv') or file.endswith('datetime.csv'):
continue
id = file.split('.')[0][-2:]
# if id in REMOVE_SUBJECTS:
# continue
if not id in OFF_CAMPUS:
continue
print '===================='
print 'id: ' + id
in_loc_duration = get_in_loc_duration(id, duration_cut=60*5)
#pp.pprint(in_loc_duration)
result = func(in_loc_duration, id)
id_feature[id] = result
return id_feature
