import datetime from config import LABELS_DICT with open('../test-A/in.csv','r') as f_in, open(f'../test-A/huggingface_format_year.csv', 'w') as f_hf: f_hf.write('text\tyear_cont\tdate\tday_of_year\tday_of_month\tmonth\tyear\tweekday\tlabel\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 +'\t' +year_cont +'\t'+ date + '\t' + day_of_year + '\t' + day_of_month + '\t' + month + '\t' + year + '\t' + weekday + '\t' + str('0') + '\n') for dataset in 'train', 'dev-0': with open(f'../{dataset}/in.csv') as f_in, open(f'../{dataset}/expected.csv') as f_exp, open(f'../{dataset}/huggingface_format_year.csv','w') as f_hf: f_hf.write('text\tyear_cont\tdate\tday_of_year\tday_of_month\tmonth\tyear\tweekday\tlabel\n') for line_in, line_exp in zip(f_in, f_exp): label = str(LABELS_DICT[line_exp.rstrip('\n')]) 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 +'\t' +year_cont +'\t'+ date + '\t'+ day_of_year + '\t' + day_of_month + '\t' + month + '\t' + year + '\t' + weekday + '\t' + label + '\n')