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a/script.py b/script.py index 8a26e56..0388787 100644 --- a/script.py +++ b/script.py @@ -6,9 +6,10 @@ import numpy as np brands = None def process_data(df): - df["age"] = df.year.apply(lambda x: np.sqrt(2017-x)) - df["sqrt_mileage"] = df.mileage.apply(lambda x: np.sqrt(x)) - df["sqrt_engine_capacity"] = df.engine_capacity.apply(lambda x: np.sqrt(x)) + df["age"] = 2018 - df["year"] + df["sqrt_age"] = df.age**0.7 + df["sqrt_mileage"] = df.mileage ** 0.7 + df["sqrt_engine_capacity"] = df.engine_capacity ** 0.7 global brands if not brands: brands = df.brand.value_counts()[:35].index.tolist() diff --git a/test-A/out.tsv b/test-A/out.tsv index dcd0b8b..184b28e 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,1000 +1,1000 @@ -17415 -12372 -6266 -11738 --876 -8464 -14134 -10660 -75032 -39615 -13566 -29493 -7010 -21077 -3537 -2174 -17782 -48492 -22448 -21195 -51487 -10792 -10433 -38562 -11820 -21520 -21313 -22699 -130884 -26923 -25857 -15452 -12115 -5735 -68500 -11861 -49835 -34037 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