def scale_horizontally():
#TODO find a better way to initiate app creation
for app_id in settings.GLOBAL_SETTINGS['APPS']:
try:
App.objects.get(app_id=app_id)
except ObjectDoesNotExist:
temp = App(app_id=app_id)
temp.save()
total_combinations = optimizer.permutate()
print total_combinations
predicted_workload = workload_predictor.predict()
print predicted_workload
selected_combinations = optimizer.optimize(total_combinations,
predicted_workload)
print selected_combinations
