twitter140-sentiment-analysis/roberta_no_year_from_scratch/01_create_datasets.py
2021-11-02 22:01:42 +01:00

18 lines
682 B
Python

from config import LABELS_DICT
with open('../test-A/in.tsv','r') as f_in, open(f'./test-A_huggingface_format.csv', 'w') as f_hf:
f_hf.write('text\n')
for line_in in f_in:
_,_, text = line_in.split('\t')
f_hf.write(text)
for dataset in 'train', 'dev-0':
with open(f'../{dataset}/in.tsv') as f_in, open(f'../{dataset}/expected.tsv') as f_exp, open(f'./{dataset}_huggingface_format.csv','w') as f_hf:
f_hf.write('text\tlabel\n')
for line_in, line_exp in zip(f_in, f_exp):
label = LABELS_DICT[line_exp.rstrip('\n')]
_,_,text = line_in.rstrip('\n').split('\t')
f_hf.write(text +'\t'+ str(label) + '\n')