MLOpsPython/azure-pipelines.yml at d14c4b1150ea2c226c0ef2438151039377cf8e6c · microsoft/MLOpsPython

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pool:

vmImage: 'Ubuntu 16.04'

container: dtzar/conda3mlops:latest

variables:

- group: AzureKeyVaultSecrets

trigger:

- master

- releases/*

- develop

steps:

- script: |

az login --service-principal -u $(spidentity) -p $(spsecret) --tenant $(sptenant)

displayName: 'Login to Azure'

- script: |

sed -i 's#"subscription_id": "<>"#"subscription_id": "$(subscriptionid)"#g' aml_config/config.json

displayName: 'replace subscription value'

- script: 'pytest tests/unit/data_test.py'

displayName: 'Data Quality Check'

- script: 'python aml_service/00-WorkSpace.py'

displayName: 'Get or Create Workspace'

- script: 'python aml_service/03-AttachAmlCluster.py'

displayName: 'Create AML Compute Cluster'

- script: 'python aml_service/04-AmlPipelines.py'

displayName: 'Create and Test AML Pipeline'

- script: 'python aml_service/04-AmlPipelines.py --pipeline_action publish'

displayName: 'Publish AML Pipeline as Endpoint'

- task: CopyFiles@2

displayName: 'Copy Files to: $(Build.ArtifactStagingDirectory)'

inputs:

SourceFolder: '$(Build.SourcesDirectory)'

TargetFolder: '$(Build.ArtifactStagingDirectory)'

Contents: '**'

- task: PublishBuildArtifacts@1

displayName: 'Publish Artifact: devops-for-ai'

inputs:

ArtifactName: 'devops-for-ai'

publishLocation: 'container'

pathtoPublish: '$(Build.ArtifactStagingDirectory)'

TargetPath: '$(Build.ArtifactStagingDirectory)'