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Dominik 2021-04-08 19:02:15 +02:00
parent e880c09935
commit b683993dfc
4 changed files with 53 additions and 20 deletions
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2
Jenkinsfile vendored
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@ -28,7 +28,7 @@ pipeline {
stage('sh: Shell Script') {
steps {
sh 'chmod +x test.sh'
sh './test.sh ${CUTOFF}'
sh './test_jenkins.sh ${CUTOFF}'
}
}
// 5. Zapisanie zbioru danych [4 pkt] + 7. Parametry zadania [1 pkt]

31
Python_file.py Normal file
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@ -0,0 +1,31 @@
import wget
url = 'https://git.wmi.amu.edu.pl/s434788/ium_434788/raw/branch/master/winequality-red.csv'
wget.download(url, out='winequality-red.csv', bar=None)
import pandas as pd
wine=pd.read_csv('winequality-red.csv')
wine
from sklearn.model_selection import train_test_split
wine_train, wine_test = train_test_split(wine, test_size=360,train_size=959, random_state=1)
wine_test["quality"].value_counts()
wine_train["quality"].value_counts()
wine
wine["quality"].value_counts()
wine.describe(include='all')
wine["quality"]=((wine["quality"]-wine["quality"].min())/(wine["quality"].max()-wine["quality"].min()))*20
wine["quality"].value_counts()
wine.isnull().sum()
wine.dropna(inplace=True)
print(wine)

21
test.sh
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@ -1,19 +1,2 @@
# 5. Zapisanie zbioru danych [4 pkt] (Pobranie pliku .csv)
curl -OL https://git.wmi.amu.edu.pl/s434788/ium_434788/raw/branch/master/winequality-red.csv
# 5. Zapisanie zbioru danych [4 pkt] (Podzielenie pliku csv na test/dev/train)
head -n 1 winequality-red.csv > header.csv
tail -n +2 winequality-red.csv | shuf > data.shuffled
head -n 266 data.shuffled > wine.data.test
head -n 532 data.shuffled | tail -n 266 > wine.data.dev
tail -n +333 data.shuffled > wine.data.train
cat header.csv wine.data.test > test.csv
cat header.csv wine.data.dev > dev.csv
cat header.csv wine.data.train > train.csv
# 7. Parametry zadania [1 pkt]
head -n $1 data.shuffled > zadanie7.data
cat header.csv zadanie7.data > zadanie7.csv
#Uruchomienie skryptu i wyświetlenie 10 pierwszych wierszy wyjściowej tabeli
python3 Python_file.py

19
test_jenkins.sh Normal file
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@ -0,0 +1,19 @@
# 5. Zapisanie zbioru danych [4 pkt] (Pobranie pliku .csv)
curl -OL https://git.wmi.amu.edu.pl/s434788/ium_434788/raw/branch/master/winequality-red.csv
# 5. Zapisanie zbioru danych [4 pkt] (Podzielenie pliku csv na test/dev/train)
head -n 1 winequality-red.csv > header.csv
tail -n +2 winequality-red.csv | shuf > data.shuffled
head -n 266 data.shuffled > wine.data.test
head -n 532 data.shuffled | tail -n 266 > wine.data.dev
tail -n +333 data.shuffled > wine.data.train
cat header.csv wine.data.test > test.csv
cat header.csv wine.data.dev > dev.csv
cat header.csv wine.data.train > train.csv
# 7. Parametry zadania [1 pkt]
head -n $1 data.shuffled > zadanie7.data
cat header.csv zadanie7.data > zadanie7.csv