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17
Dockerfile
17
Dockerfile
@ -1,18 +1,23 @@
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FROM python:3.7
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ARG KAGGLE_USERNAME
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ARG KAGGLE_KEY
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WORKDIR /
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RUN pip install --user kaggle
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RUN pip install --user pandas
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RUN pip install --user sklearn
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COPY KaggleV2-May-2016.csv ./
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COPY create_data.py ./
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COPY stats_data.py ./
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CMD python create_data.py
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CMD python stats.py
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CMD ["python", "./create_data.py"]
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CMD ["python", "./stats_data.py"]
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# RUN kaggle datasets download -d joniarroba/noshowappointments
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# RUN unzip -o noshowappointments.zip
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25
Jenkinsfile
vendored
25
Jenkinsfile
vendored
@ -11,10 +11,16 @@ pipeline {
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description: 'Kaggle username',
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name: 'KAGGLE_USERNAME'
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)
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string(
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defaultValue: '10',
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description: 'Value for head command',
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name: 'CUTOFF'
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)
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}
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environment {
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KAGGLE_USERNAME="$params.KAGGLE_USERNAME"
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KAGGLE_KEY="$params.KAGGLE_KEY"
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CUTOFF="$params.CUTOFF"
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}
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stages {
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stage('Checkout') {
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@ -27,11 +33,26 @@ pipeline {
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}
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}
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}
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stage ("Build Docker") {
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stage("Build Docker") {
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steps {
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sh 'docker build -t ium .'
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sh 'docker build -t ium_478855 .'
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}
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}
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stage("Dara Preparation") {
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steps {
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sh 'echo "PREPARATION"'
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sh "chmod u+x ./preparation.sh"
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sh "./preparation.sh"
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archiveArtifacts 'KaggleV2-May-2016.csv'
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}
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}
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stage("Statistics") {
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steps {
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sh 'echo "STATISTICS"'
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sh "chmod u+x ./statistics.sh"
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sh "./statistics.sh"
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archiveArtifacts 'statistics.csv'
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}
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}
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}
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}
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