import json import csv import re entityLink2id = json.load(open('entity2id.json')) reader = csv.reader(open('movies_merged.csv')) date_pattern = re.compile(r'\(\d+\)') entity2link = {} temp1 = "" temp2 = "" temp3 = "" for row in reader: if row[0] == 'index': continue entity = row[1].strip('"') match = date_pattern.search(entity) if match: movieName = entity[:match.start()].strip(' ') year = match.group(0)[1:-1] else: movieName = entity.strip(' ') year = '' movieName = movieName.replace(' ', '_') if (t1 := temp1.format(movieName)) in entityLink2id: entity2link[entity] = t1 elif (t2 := temp2.format(movieName, year)) in entityLink2id: entity2link[entity] = t2 elif (t3 := temp3.format(movieName)) in entityLink2id: entity2link[entity] = t3 print('entity2link: ', len(entity2link)) for e, link in entity2link.items(): entity2link[e] = link[1:-1] json.dump(entity2link, open('entity2link.json', 'w'))