diff --git a/current_month_mean_from_train/run.py b/current_month_mean_from_train/run.py new file mode 100644 index 0000000..34454ae --- /dev/null +++ b/current_month_mean_from_train/run.py @@ -0,0 +1,19 @@ +import pandas as pd + +train_in = pd.read_csv('../train/in.tsv', header = None, names = ['id', 'nazwa','typ_zbioru', 'rok', 'miesiąc'], sep='\t') +train_exp = pd.read_csv('../train/expected.tsv', header = None, names = ['opad'], sep='\t') + +train = train_in.copy() +train['opad'] = train_exp + + +by_miesiac = train.groupby(['rok', 'miesiąc']).mean() + + +for dataset in ('dev-0', 'test-A'): + with open(f'../{dataset}/out.tsv','w') as f_out, open(f'../{dataset}/in.tsv', 'r') as f_in: + for line in f_in: + _, _, _, rok, miesiac = line.rstrip().split('\t') + srednia = by_miesiac.loc[int(rok), int(miesiac)]['opad'] + f_out.write(str(srednia) + '\n') + diff --git a/dev-0/out.tsv b/dev-0/out.tsv index fbc325a..6b8bbb1 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,600 +1,600 @@ 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