import glob import json import pickle def main(): id2label_coarse = {int(i): tag for i, tag in json.load(open('./id2coarse_tags.json', 'r')).items()} id2label_fine = {int(i): tag for i, tag in json.load(open('./id2fine_tags.json', 'r')).items()} files = glob.glob('./*json') for file in files: if 'tags.json' in file: continue with open(file, 'r') as f: sentences = f.readlines() with open(file.replace('.json', '.txt'), 'w') as f: for sentence in sentences: sentence = json.loads(sentence) tokens = sentence['tokens'] ner_tags_ids = sentence['coarse_tags'] ner_tags_fine_ids = sentence['fine_tags'] ner_tags_coarse = [id2label_coarse[t] for t in ner_tags_ids] ner_tags_fine = [id2label_fine[t] for t in ner_tags_fine_ids] for tok, tc, tf in zip(tokens, ner_tags_coarse, ner_tags_fine): f.write(f'{tok}\t{tc}\t{tf}\n') f.write('\n') if __name__ == '__main__': main()