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handle coop model build

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This commit is contained in:
Dawid 2021-05-23 18:44:24 +02:00
parent 981ba97f9a
commit eb1614b5e1
3 changed files with 37 additions and 3 deletions
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2
Jenkinsfile_mlflow
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@ -15,7 +15,7 @@ pipeline {
} }
stage('training') { stage('training') {
steps { steps {
sh 'rm -rf country_vaccination' sh 'rm -rf movies_imdb'
sh 'chmod +x pred_from_model.py' sh 'chmod +x pred_from_model.py'
sh 'python3 pred_from_model.py' sh 'python3 pred_from_model.py'
} }

36
Jenkinsfile_mlflow_coop Normal file
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@ -0,0 +1,36 @@
pipeline {
agent {dockerfile true}
parameters {
buildSelector(
defaultSelector: lastSuccessful(),
description: 'Which build to use for copying artifacts',
name: 'BUILD_SELECTOR'
)
}
stages {
stage('copyArtifacts') {
steps {
copyArtifacts fingerprintArtifacts: true, projectName: 's430705-training/master', selector: buildParameter('BUILD_SELECTOR')
}
}
stage('training') {
steps {
sh 'rm -rf movies_imdb'
sh 'chmod +x pred_from_mlflow_model.py'
sh 'python3 pred_from_mlflow_model.py'
}
}
stage('archiveArtifacts') {
steps{
archiveArtifacts 'movies_imdb/**'
}
}
stage('sendMail') {
steps{
emailext body: currentBuild.result ?: 'MLFLOW PREDICT SUCCESS',
subject: 's434804',
to: '26ab8f35.uam.onmicrosoft.com@emea.teams.ms'
}
}
}
}

2
mlflow_model.py
View File

@ -57,10 +57,8 @@ if __name__ == "__main__":
mlf.set_experiment("s434804") mlf.set_experiment("s434804")
tracking_url_type_store = urlparse(mlf.get_tracking_uri()).scheme tracking_url_type_store = urlparse(mlf.get_tracking_uri()).scheme
if tracking_url_type_store != "file": if tracking_url_type_store != "file":
print("no file")
mlf.keras.log_model(model, "country_vaccination2", registered_model_name="s434804", signature=signature, mlf.keras.log_model(model, "country_vaccination2", registered_model_name="s434804", signature=signature,
input_example=input_example) input_example=input_example)
else: else:
print("file")
mlf.keras.log_model(model, "vaccines_model", signature=signature, input_example=input_example) mlf.keras.log_model(model, "vaccines_model", signature=signature, input_example=input_example)
mlf.keras.save_model(model, "country_vaccination", signature=signature, input_example=input_example) mlf.keras.save_model(model, "country_vaccination", signature=signature, input_example=input_example)