From c16685be37daff2fc22b6beef176a583ae3b0fe0 Mon Sep 17 00:00:00 2001
From: Ufnow <Ufnow95@gmail.com>
Date: Sun, 16 May 2021 22:46:06 +0200
Subject: [PATCH] done

---
 dev-0/out.tsv  | 1000 ++++++++++++++++++++++++++++++++++++++++++++++++
 script.py      |   40 ++
 test-A/out.tsv | 1000 ++++++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 2040 insertions(+)
 create mode 100644 dev-0/out.tsv
 create mode 100644 script.py
 create mode 100644 test-A/out.tsv

diff --git a/dev-0/out.tsv b/dev-0/out.tsv
new file mode 100644
index 0000000..72a1f05
--- /dev/null
+++ b/dev-0/out.tsv
@@ -0,0 +1,1000 @@
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diff --git a/script.py b/script.py
new file mode 100644
index 0000000..286384a
--- /dev/null
+++ b/script.py
@@ -0,0 +1,40 @@
+import pandas as pd
+from sklearn.linear_model import LinearRegression
+
+def proces(data1):
+    data1 = pd.concat([data1, data1['engineType'].str.get_dummies().astype(bool)], axis=1)
+    data1 = data1.drop(['engineType', 'brand'], axis=1)
+    return data1
+
+
+def dev():
+    data1_dev = pd.read_table('C:/Users/Ufnow/Desktop/Projekt/auta/auta-public/dev-0/in.tsv', error_bad_lines=False, header=None,
+                          names=['mileage', 'year', 'brand', 'engineType', 'engineCap'])
+    data1_dev = proces(data1_dev)
+    data2_pred = model.predict(data1_dev)
+    data2_pred.tofile('C:/Users/Ufnow/Desktop/Projekt/auta/auta-public/dev-0/out.tsv', sep='\n')
+
+
+def testA():
+    data1_test_A = pd.read_table('C:/Users/Ufnow/Desktop/Projekt/auta/auta-public/test-A/in.tsv', error_bad_lines=False, header=None,
+                            names=['mileage', 'year', 'brand', 'engineType', 'engineCap'])
+    data1_test_A = proces(data1_test_A)
+    data2_pred_A = model.predict(data1_test_A)
+    data2_pred_A.tofile('C:/Users/Ufnow/Desktop/Projekt/auta/auta-public/test-A/out.tsv', sep='\n')
+
+data = pd.read_table('C:/Users/Ufnow/Desktop/Projekt/auta/auta-public/train/train.tsv', error_bad_lines=False, header=None,
+                         names=['price', 'mileage', 'year', 'brand', 'engineType', 'engineCap'])
+data2_train = data['price']
+data1_train = data.iloc[:, 1:]
+data1_train = proces(data1_train)
+
+model = LinearRegression()
+model.fit(data1_train, data2_train)
+
+def main():
+    dev()
+    testA()
+
+
+if __name__ == '__main__':
+        main()
diff --git a/test-A/out.tsv b/test-A/out.tsv
new file mode 100644
index 0000000..85231f1
--- /dev/null
+++ b/test-A/out.tsv
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