import json import re import os def collect_entity_mappings(): files = [ "test_data_dbpedia.jsonl", "train_data_dbpedia.jsonl", "valid_data_dbpedia.jsonl" ] entityName2entity = {} with open('entity2id.json', 'r', encoding='utf-8') as f: entity2id = json.load(f) for path in files: with open(path, 'r') as f: for line in f: dialog = json.loads(line) for message in dialog: for name, entity in zip(message['entity_name'], message['entity_link']): entityName2entity[name] = entity for movie_name, entity in zip(message['movie_name'], message['movie_link']): entityName2entity[movie_name] = entity entityName2id = {k: entity2id[entityName2entity[k]] for k in entityName2entity} with open('entityName2id.json', 'w') as f: json.dump(entityName2id, f) if __name__ == "__main__": collect_entity_mappings()