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4.3.1. v5

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piotrwrzodak 2023-05-11 22:42:00 +02:00
parent 759ca86b6c
commit f80e875766
3 changed files with 10 additions and 24 deletions
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9
Dockerfile
View File

@ -3,11 +3,4 @@ FROM ubuntu:latest
RUN apt-get update && \
apt-get install -y python3 python3-pip
RUN pip3 install pandas scikit-learn kaggle
WORKDIR /app
COPY create-dataset.py /app
COPY data/barcelona_weekends.csv /app
CMD ["python3", "create-dataset.py"]
RUN pip3 install pandas numpy

17
Jenkinsfile-create-dataset-docker
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@ -1,5 +1,7 @@
pipeline {
agent any
agent {
dockerfile true
}
parameters{
string(
defaultValue: 'piotrwrzodak',
@ -36,19 +38,10 @@ pipeline {
sh 'kaggle datasets download -d thedevastator/airbnb-prices-in-european-cities'
sh 'unzip airbnb-prices-in-european-cities.zip -d data'
sh 'ls'
sh 'python create-dataset.py'
archiveArtifacts artifacts: 'data/barcelona_weekends.train.csv, data/barcelona_weekends.dev.csv, data/barcelona_weekends.test.csv', fingerprint: true
}
}
}
stage('Docker') {
agent {
dockerfile {
filename 'Dockerfile'
reuseNode true
}
}
steps {
archiveArtifacts artifacts: 'barcelona_weekends.train.csv, barcelona_weekends.dev.csv, barcelona_weekends.test.csv', fingerprint: true
}
}
}
}

8
create-dataset.py
View File

@ -5,16 +5,16 @@ import numpy as np
cutoff = 10
data = pd.read_csv('./barcelona_weekends.csv')
data = pd.read_csv('./data/barcelona_weekends.csv')
data = data.sample(cutoff)
data = data.iloc[:, 1:]
train_set, dev_set, test_set = np.split(data.sample(frac=1, random_state=42),
[int(.6 * len(data)), int(.8 * len(data))])
train_set.to_csv('barcelona_weekends.train.csv', index=False)
dev_set.to_csv('barcelona_weekends.dev.csv', index=False)
test_set.to_csv('barcelona_weekends.test.csv', index=False)
train_set.to_csv('data/barcelona_weekends.train.csv', index=False)
dev_set.to_csv('data/barcelona_weekends.dev.csv', index=False)
test_set.to_csv('data/barcelona_weekends.test.csv', index=False)
check = pd.read_csv('./train.csv')