precipitation-pl/station_result_from_year_2010/run.py
2022-05-20 11:53:37 +02:00

26 lines
778 B
Python

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
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:
id, _, _, rok, miesiac = line.rstrip().split("\t")
rok_2010 = train[
(train["id"] == int(id))
& (train["rok"] == 2010)
& (train["miesiąc"] == int(miesiac))
]["opad"].item()
f_out.write(str(rok_2010) + "\n")