def treat_interactions(self):
for num, interaction_file in enumerate(self.list_train_files):
interaction = ReadFile(interaction_file, space_type=self.space_type)
interaction.triple_information()
self.individual_datasets.append(interaction.triple_dataset)
self.final_dataset += interaction.triple_dataset
self.dict_item, self.dict_not_item, self.list_users, self.list_items, \
self.dict_index = return_list_info(self.final_dataset)
self.list_users = list(self.list_users)
self.list_items = list(self.list_items)
def treat_interactions(self):
for num, interaction_file in enumerate(self.list_train_files):
interaction = ReadFile(interaction_file,
space_type=self.space_type)
interaction.triple_information()
self.individual_datasets.append(interaction.triple_dataset)
self.final_dataset += interaction.triple_dataset
if num + 1 == len(self.list_train_files):
for triple in interaction.triple_dataset:
self.dict_item_tag[triple[0]] = self.dict_item_tag.get(
triple[0], 0) + 1
self.dict_item_tag[triple[1]] = self.dict_item_tag.get(
triple[1], 0) + 1
self.dict_item, self.dict_not_item, self.list_users, self.list_items, \
self.dict_index = return_list_info(self.final_dataset)
self.list_users = list(self.list_users)
self.list_items = list(self.list_items)