def dataset(dataset, model_type):
'''
This method saves each dataset element (independent variable value) into
the sql database.
'''
# variables
list_error = []
# save dataset
for data in dataset:
for select_data in data['premodel_dataset']:
db_save = Save_Feature({
'premodel_dataset': select_data,
'id_entity': data['id_entity'],
})
# save dataset element, append error(s)
db_return = db_save.save_feature(model_type)
if db_return['error']:
list_error.append(db_return['error'])
# return
return {'error': list_error}
def dataset(dataset, model_type):
'''
This method saves each dataset element (independent variable value) into
the sql database.
'''
# variables
list_error = []
# save dataset
for data in dataset:
for select_data in data['premodel_dataset']:
db_save = Save_Feature({
'premodel_dataset': select_data,
'id_entity': data['id_entity'],
})
# save dataset element, append error(s)
db_return = db_save.save_feature(model_type)
if db_return['error']:
list_error.append(db_return['error'])
# return
return {'error': list_error}
def save_svm_dataset(self):
for data in self.dataset:
for dataset in data['svm_dataset']:
db_save = Save_Feature({'svm_dataset': dataset, 'id_entity': data['id_entity']})
# save dataset element, append error(s)
db_return = db_save.save_feature()
if db_return['error']: self.list_error.append(db_return['error'])
def save_premodel_dataset(self):
'''@save_premodel_dataset
This method saves each dataset element (independent variable value)
into the sql database.
'''
for data in self.dataset:
for dataset in data['premodel_dataset']:
db_save = Save_Feature({
'premodel_dataset': dataset,
'id_entity': data['id_entity']
})
# save dataset element, append error(s)
db_return = db_save.save_feature()
if db_return['error']:
self.list_error.append(db_return['error'])
def save_svm_dataset(self):
"""@save_svm_dataset
This method saves each dataset element (independent variable value)
into the sql database.
"""
for data in self.dataset:
for dataset in data['svm_dataset']:
db_save = Save_Feature({
'svm_dataset': dataset,
'id_entity': data['id_entity']
})
# save dataset element, append error(s)
db_return = db_save.save_feature()
if db_return['error']:
self.list_error.append(db_return['error'])
