pipeline { agent { docker { image 's430705/ium:4' args '-v /tmp/mlruns:/tmp/mlruns -v /mlruns:/mlruns ' } } parameters { buildSelector( defaultSelector: lastSuccessful(), description: 'Which build to use for copying artifacts', name: 'BUILD_SELECTOR') string( defaultValue: '300', description: 'Number of epochs.', name: 'epochs', trim: false) } stages { stage('copyArtifacts') { steps { copyArtifacts fingerprintArtifacts: true, projectName: 's430705-create-dataset', selector: buildParameter('BUILD_SELECTOR') sh "python3 lab08_mfl.py" sh "export MLFLOW_TRACKING_URI=http://172.17.0.1:5000" sh "python3 lab08_mfl.py" sh "python3 lab06_training.py ${epochs}" } } stage('Archive artifacts') { steps{ archiveArtifacts 'movies_imdb/**' } } } post { success { build job: 's430705-evaluation/master' mail body: 'SUCCESS', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' } unstable { mail body: 'UNSTABLE', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' } failure { mail body: 'FAILURE', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' } changed { mail body: 'CHANGED', subject: 's430705', to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms' } } }