def get_featured_data():
#old
train_x = util.add_zero(
pd.read_csv('../data/features/train_x_f.csv', dtype='float'))
train_y = util.add_zero(
pd.read_csv('../data/features/train_y_f.csv', dtype='float'))
test_x = util.add_zero(
pd.read_csv('../data/features/test_x_f.csv', dtype='float'))
#yangdechuan's data
# train = pd.read_csv('../data/WechatTrainData_post.csv',dtype='float')
# test_x = pd.read_csv('../data/WechatTestData_post.csv',dtype='float').drop(['综合GPA'],axis=1)
# train_y = pd.DataFrame({'综合GPA':train['综合GPA']})
# train_x = train.drop(['综合GPA'],axis=1)
return train_x, train_y, test_x
def view_attendance(request):
date = request.GET.get('date', '')
if date == '':
today = timezone.now()
else:
today = datetime.datetime.strptime(add_zero(date), "%d %B, %Y")
students = [student.user.get_attendance_data(today) for student in Student.objects.filter(is_active=True)]
return render_to_response('view_attendance.html',{'students':students, 'date': today}, context_instance=RequestContext(request))
def view_attendance_tutor(request):
date = request.GET.get('date', '')
if date == '':
today = timezone.now()
else:
today = datetime.datetime.strptime(add_zero(date), "%d %B, %Y")
# Is this line needed ?
#tutors = Tutor.objects.all()
tutors = [tutor.user.get_attendance_data(today) for tutor in Tutor.objects.all()]
return render_to_response('attendance_tutors.html',{'tutors':tutors, 'date': today}, context_instance=RequestContext(request))
def view_attendance(request):
try:
if request.session['centre'] == "All":
students = Student.objects.all()
else:
centre_obj = Centre.objects.get(name=request.session['centre'])
students = Student.objects.filter(centre=centre_obj)
except:
students = Student.objects.all()
date = request.GET.get('date', '')
if date == '':
today = timezone.now()
else:
today = datetime.datetime.strptime(add_zero(date), "%d %B, %Y")
students = [student.user.get_attendance_data(today) for student in students.filter(is_active=True)]
return render_to_response('view_attendance.html',{'students':students, 'date': today}, context_instance=RequestContext(request))