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@ -17,6 +17,10 @@ RUN pip3 install sacred
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RUN pip3 install pymongo
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RUN pip3 install pymongo
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RUN pip3 install GitPython
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RUN pip3 install GitPython
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RUN pip3 install mlflow
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RUN pip3 install mlflow
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RUN pip3 install dvc
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RUN pip3 install dvc[ssh] paramiko
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RUN apt install -y sshpass openssh-client
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RUN useradd -r -u 111 jenkins
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# RUN python3 -m pip install kaggle
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# RUN python3 -m pip install kaggle
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RUN python3 -m pip install pandas
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RUN python3 -m pip install pandas
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@ -1,6 +1,8 @@
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pipeline {
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pipeline {
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agent {
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agent {
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dockerfile true
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docker {
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image 'ksero'
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}
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}
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}
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stages {
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stages {
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stage('DVC') {
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stage('DVC') {
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@ -10,8 +12,13 @@ withCredentials(
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[sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY', passphraseVariable: '', usernameVariable: 'USER')]) {
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[sshUserPrivateKey(credentialsId: '48ac7004-216e-4260-abba-1fe5db753e18', keyFileVariable: 'IUM_SFTP_KEY', passphraseVariable: '', usernameVariable: 'USER')]) {
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sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
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sh 'dvc remote modify --local ium_ssh_remote keyfile $IUM_SFTP_KEY'
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sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
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sh 'dvc remote modify --local ium_ssh_remote password IUM@2021'
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sh 'dvc remote list'
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sh 'cat .dvc/config'
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sh 'cat .dvc/config.local'
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sh 'dvc pull'
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sh 'dvc pull'
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sh 'dvc repro'}
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sh 'dvc repro'
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sh 'ls -al'
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}
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}
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}
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}
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}
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}
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}
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