sentiment140-word-gap/regular_roberta_from_scratch/00_create_datasets.py
2021-11-11 10:49:15 +01:00

31 lines
1.1 KiB
Python

import datetime
with open('../test-A/in.tsv','r') as f_in, open(f'./test-A_in.csv', 'w') as f_hf:
f_hf.write('text\n')
for line_in in f_in:
year_cont, date, text = line_in.rstrip('\n').split('\t')
d = datetime.datetime.strptime(date,"%Y%m%d")
day_of_year = str(d.timetuple().tm_yday)
day_of_month = str(d.day)
month = str(d.month)
year = str(d.year)
weekday = str(d.weekday())
day_of_year = str(d.timetuple().tm_yday)
f_hf.write(text +'\n')
for dataset in 'train', 'dev-0':
with open(f'../{dataset}/in.tsv') as f_in, open(f'./{dataset}_in.csv','w') as f_hf:
f_hf.write('text\n')
for line_in in f_in:
year_cont,date,text = line_in.rstrip('\n').split('\t')
d = datetime.datetime.strptime(date,"%Y%m%d")
day_of_year = str(d.timetuple().tm_yday)
day_of_month = str(d.day)
month = str(d.month)
year = str(d.year)
weekday = str(d.weekday())
day_of_year = str(d.timetuple().tm_yday)
f_hf.write(text +'\n')