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FIX: fix the bug in issue #823 #825

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May 7, 2021
Merged

FIX: fix the bug in issue #823 #825

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8 changes: 7 additions & 1 deletion recbole/data/dataset/kg_dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -336,15 +336,20 @@ def _sort_remaped_entities(self, item_tokens):
layered_num.append(order_cnt[i])
layered_num = np.cumsum(np.array(layered_num))
new_id_token = item_ent_token_list[:layered_num[-2]]
new_token_id = {t: i for i, t in enumerate(new_id_token)}
for field in self.rec_level_ent_fields:
self._reset_ent_remapID(field, new_id_token)
self.field2id_token[field] = new_id_token
self.field2token_id[field] = new_token_id
new_id_token = item_ent_token_list[:layered_num[-1]]
new_id_token = [self.item2entity[_] if _ in self.item2entity else _ for _ in new_id_token]
new_token_id = {t: i for i, t in enumerate(new_id_token)}
for field in self.ent_level_ent_fields:
self._reset_ent_remapID(field, item_ent_token_list[:layered_num[-1]])
self.field2id_token[field] = new_id_token
self.field2id_token[self.entity_field] = item_ent_token_list[:layered_num[-1]]
self.field2token_id[field] = new_token_id
self.field2id_token[self.entity_field] = new_id_token
self.field2token_id[self.entity_field] = new_token_id

def _remap_ID_all(self):
"""Firstly, remap entities and items all together. Then sort entity tokens,
Expand All @@ -354,6 +359,7 @@ def _remap_ID_all(self):
item_tokens = self._get_rec_item_token()
super()._remap_ID_all()
self._sort_remaped_entities(item_tokens)
self.field2token_id[self.relation_field]['[UI-Relation]'] = len(self.field2id_token[self.relation_field])
self.field2id_token[self.relation_field] = np.append(self.field2id_token[self.relation_field], '[UI-Relation]')

@property
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