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clean code

This commit is contained in:
PawelDopierala 2024-04-02 23:25:58 +02:00
parent 14b40aae3a
commit 752a43377e
2 changed files with 2 additions and 3 deletions
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1
Jenkinsfile vendored
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@ -35,7 +35,6 @@ pipeline {
steps {
withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
"KAGGLE_KEY=${params.KAGGLE_KEY}" ]) {
sh "kaggle datasets download muhammadbinimran/housing-price-prediction-data --unzip"
sh 'chmod 777 ./data_processing.py'
sh "python3 ./data_processing.py ${params.CUTOFF}"
}

4
data_processing.py
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@ -1,8 +1,8 @@
import sklearn
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import OneHotEncoder
import pandas as pd
import subprocess
subprocess.run(["kaggle", "datasets", "download", "muhammadbinimran/housing-price-prediction-data", "--unzip"])
housing_price_dataset = pd.read_csv('housing_price_dataset.csv')
hp_train_test, hp_dev = train_test_split(housing_price_dataset, test_size=0.1)