From e41231f1eadded88025876f0f834211fd658ec80 Mon Sep 17 00:00:00 2001
From: s470611 <barkar3@st.amu.edu.pl>
Date: Wed, 12 May 2021 11:42:17 +0200
Subject: [PATCH] magic

---
 dev-0/out.tsv  | 1994 ++++++++++++++++++++++++------------------------
 script.py      |    7 +-
 test-A/out.tsv | 1992 +++++++++++++++++++++++------------------------
 3 files changed, 1997 insertions(+), 1996 deletions(-)

diff --git a/dev-0/out.tsv b/dev-0/out.tsv
index e343d83..0569db7 100644
--- a/dev-0/out.tsv
+++ b/dev-0/out.tsv
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diff --git 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 @@
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