solution-accelerator-many-models/Automated_ML/mlops-pipelines/1-setup/deploy-infra/deploy-infra.template.yml at 185d21ec5d870508201a97e55f7e148cc29d109b · microsoft/solution-accelerator-many-models · GitHub

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# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License.

# Azure Pipeline Template for ML Workspace Resources Deployment

parameters:
- name: environment
  type: string
- name: serviceConnection
  type: string
- name: resourceGroup
  type: string
- name: resourcesLocation
  type: string
- name: storageAccountName
  type: string
- name: keyVaultName
  type: string
- name: appInsightsName
  type: string
- name: containerRegistryName
  type: string
- name: amlWorkspaceName
  type: string


jobs:

- job: iac_build
  displayName: 'IaC Build'
  steps:
  - task: CopyFiles@2
    displayName: 'Copy ARM templates'
    inputs:
      sourceFolder: 'Automated_ML/mlops-pipelines/1-setup/deploy-infra/arm-templates'
      targetFolder: '$(Build.ArtifactStagingDirectory)'
  - publish: '$(Build.ArtifactStagingDirectory)'
    artifact: infratemplates

- deployment: iac_deployment
  displayName: 'IaC Deployment'
  environment: ${{parameters.environment}}
  strategy:
    runOnce:
      deploy:
        steps:
        - download: current
          artifact: infratemplates

        - task: AzureResourceGroupDeployment@2
          displayName: 'Deploy Storage Account'
          inputs:
            azureSubscription: ${{parameters.serviceConnection}}
            resourceGroupName: ${{parameters.resourceGroup}}
            location: ${{parameters.resourcesLocation}}
            csmFile: '$(Pipeline.Workspace)/infratemplates/storage.template.json'
            csmParametersFile: '$(Pipeline.Workspace)/infratemplates/storage.parameters.json'
            overrideParameters: '-name ${{parameters.storageAccountName}} -location ${{parameters.resourcesLocation}}'

        - task: AzureResourceGroupDeployment@2
          displayName: 'Deploy Key Vault'
          inputs:
            azureSubscription: ${{parameters.serviceConnection}}
            resourceGroupName: ${{parameters.resourceGroup}}
            location: ${{parameters.resourcesLocation}}
            csmFile: '$(Pipeline.Workspace)/infratemplates/keyvault.template.json'
            csmParametersFile: '$(Pipeline.Workspace)/infratemplates/keyvault.parameters.json'
            overrideParameters: '-name ${{parameters.keyVaultName}} -location ${{parameters.resourcesLocation}}'

        - task: AzureResourceGroupDeployment@2
          displayName: 'Deploy Application Insights'
          inputs:
            azureSubscription: ${{parameters.serviceConnection}}
            resourceGroupName: ${{parameters.resourceGroup}}
            location: ${{parameters.resourcesLocation}}
            csmFile: '$(Pipeline.Workspace)/infratemplates/appinsights.template.json'
            overrideParameters: '-name ${{parameters.appInsightsName}} -location ${{parameters.resourcesLocation}}'

        - task: AzureResourceGroupDeployment@2
          displayName: 'Deploy Container Registry'
          inputs:
            azureSubscription: ${{parameters.serviceConnection}}
            resourceGroupName: ${{parameters.resourceGroup}}
            location: ${{parameters.resourcesLocation}}
            csmFile: '$(Pipeline.Workspace)/infratemplates/containerregistry.template.json'
            overrideParameters: '-name ${{parameters.containerRegistryName}} -location ${{parameters.resourcesLocation}}'

        - task: AzureResourceGroupDeployment@2
          displayName: 'Deploy AML Workspace'
          inputs:
            azureSubscription: ${{parameters.serviceConnection}}
            resourceGroupName: ${{parameters.resourceGroup}}
            location: ${{parameters.resourcesLocation}}
            csmFile: '$(Pipeline.Workspace)/infratemplates/mlworkspace.template.json'
            overrideParameters: '-workspaceName ${{parameters.amlWorkspaceName}} -keyVaultName ${{parameters.keyVaultName}} -appInsightsName ${{parameters.appInsightsName}} -containerRegistryName ${{parameters.containerRegistryName}} -storageAccountName ${{parameters.storageAccountName}}'