import json import re from glob import glob # for i in glob("data/tweet_topic/*.jsonl"): # with open(i) as f: # data = [json.loads(j) for j in f.readlines()] # for d in data: # for c in ['text']: # d[c] = d[c].replace("{{USERNAME}}", "@user").replace("{{URL}}", "{URL}") # for t in re.findall(r'{@[^@^}]*@}', d[c]): # d[c] = d[c].replace(t, t.replace("{@", "@").replace("@}", "").replace(" ", "_")) # with open(i, "w") as f: # f.write("\n".join([json.dumps(j) for j in data])) for i in glob("data/tweet_ner7/*.jsonl"): with open(i) as f: data = [json.loads(j) for j in f.readlines()] for d in data: d['text'] = d['text'].replace("{{USERNAME}}", "@user").replace("{{URL}}", "{URL}") d['text_tokenized'] = [y if y != "{{USERNAME}}" else "@user" for y in d['text_tokenized']] d['text_tokenized'] = [y if y != "{{URL}}" else "{URL}" for y in d['text_tokenized']] for t in re.findall(r'{@[^@^}]*@}', d['text']): t_new = t.replace("{@", "@").replace("@}", "").replace(" ", "_") d['text'] = d['text'].replace(t, t_new) d['text_tokenized'] = [y if y != t else t_new for y in d['text_tokenized']] for e in d['entities']: e['entity'] = e['entity'].replace(t, t_new) e['entity'] = e['entity'].replace("{{USERNAME}}", "@user").replace("{{URL}}", "{URL}") with open(i, "w") as f: f.write("\n".join([json.dumps(j) for j in data]))