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| Original file line number | Diff line number | Diff line change |
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| @@ -1,163 +1,30 @@ | ||
| # MLHyperparameterTuning Pipeline | ||
| # MLHyperparameterTuning Pipeline | ||
| # | ||
| # A Github Service Connection must also be created with the name "AIArchitecturesAndPractices-GitHub" | ||
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| trigger: none | ||
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| variables: | ||
| CloudPlatform: AzureCloud | ||
| TridentWorkloadType: ai-ml-score-int | ||
| TridentWorkloadTypeShort: aimlscore | ||
| DeployLocation: eastus | ||
| azureSubscription: AG-AzureCAT-AIDevOps-Test-COGSNonProd-IO1685734(0ca618d2-22a8-413a-96d0-0f1b531129c3) | ||
| azure_subscription: 0ca618d2-22a8-413a-96d0-0f1b531129c3 | ||
| TestPostfix: "" | ||
| DeploymentName: MLScoreDeployJob | ||
| ProjectLocation: "." | ||
| PythonPath: "." | ||
| Agent: "Hosted Ubuntu 1604" | ||
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| # In additional to the above variables, the "template" parameter of the last step must also be hard coded for each workload | ||
| resources: | ||
| repositories: | ||
| - repository: aitemplates | ||
| type: github | ||
| name: microsoft/AI | ||
| endpoint: AIArchitecturesAndPractices-GitHub | ||
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| trigger: | ||
| branches: | ||
| include: | ||
| - master | ||
| - mabou/instrument | ||
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| stages: | ||
| - stage: stable | ||
| dependsOn: [] | ||
| jobs: | ||
| - job: build_deploy_ai | ||
| displayName: 'Build deploy AI' | ||
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| timeoutInMinutes: 180 | ||
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| workspace: | ||
| clean: all | ||
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| variables: | ||
| DeploymentGuidTag: $[ dependencies.build_relayer_sources.outputs['GenDeployGuidTag.DeploymentGuid'] ] | ||
| DeploymentTimeStamp: $[ dependencies.build_relayer_sources.outputs['GenDeployTimeStamp.timeStamp'] ] | ||
| EnvironmentPrefix: $(TridentWorkloadType)-$(CloudPlatform)-$(DeployLocation)$(TestPostfix) | ||
| ResourcePrefix: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
| EnvironmentContext: $(EnvironmentPrefix)-$(DeploymentGuidTag) | ||
| AIResourceGroupName: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
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| steps: | ||
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| - template: .ci/steps/docker_clean.yml@aitemplates | ||
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| - template: .ci/steps/deploy_notebook_steps.yml@aitemplates | ||
| parameters: | ||
| deployment_name: $(DeploymentName) | ||
| template: MLTrainDeployAMLJob.yml | ||
| azureSubscription: $(azureSubscription) | ||
| azure_subscription: $(azure_subscription) | ||
| azureresourcegroup: $(AIResourceGroupName) | ||
| workspacename: $(TridentWorkloadTypeShort)-$(DeployLocation) | ||
| azureregion: $(DeployLocation) | ||
| aksimagename: myimage | ||
| environment: $(EnvironmentContext) | ||
| doCleanup: False | ||
| alias: $(Build.QueuedBy) | ||
| project: $(TridentWorkloadTypeShort) | ||
| agent: $(Agent) | ||
| ENVIRONMENT_PREFIX: $(EnvironmentPrefix) | ||
| deploymentguidtag: $(DeploymentGuidTag) | ||
| aks_name: $(TridentWorkloadTypeShort)$(Deploy_Location_Short) | ||
| python_path: $(System.DefaultWorkingDirectory)$(PythonPath) | ||
| location: $(ProjectLocation) | ||
| python_secret_root: "./" | ||
|
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||
| - stage: flight_release | ||
| dependsOn: [] | ||
| jobs: | ||
| - job: build_deploy_ai | ||
| displayName: 'Build deploy AI' | ||
|
|
||
| timeoutInMinutes: 180 | ||
|
|
||
| workspace: | ||
| clean: all | ||
|
|
||
| variables: | ||
| DeploymentGuidTag: $[ dependencies.build_relayer_sources.outputs['GenDeployGuidTag.DeploymentGuid'] ] | ||
| DeploymentTimeStamp: $[ dependencies.build_relayer_sources.outputs['GenDeployTimeStamp.timeStamp'] ] | ||
| TestPostfix: "-release" | ||
| EnvironmentPrefix: $(TridentWorkloadType)-$(CloudPlatform)-$(DeployLocation)$(TestPostfix) | ||
| ResourcePrefix: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
| EnvironmentContext: $(EnvironmentPrefix)-$(DeploymentGuidTag) | ||
| AIResourceGroupName: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
|
|
||
| steps: | ||
|
|
||
| - template: .ci/steps/docker_clean.yml@aitemplates | ||
|
|
||
| - template: .ci/steps/deploy_notebook_steps.yml@aitemplates | ||
| parameters: | ||
| deployment_name: $(DeploymentName) | ||
| template: MLTrainDeployAMLJob.yml | ||
| azureSubscription: $(azureSubscription) | ||
| azure_subscription: $(azure_subscription) | ||
| azureresourcegroup: $(AIResourceGroupName) | ||
| workspacename: $(TridentWorkloadTypeShort)-$(DeployLocation) | ||
| azureregion: $(DeployLocation) | ||
| aksimagename: myimage | ||
| environment: $(EnvironmentContext) | ||
| doCleanup: False | ||
| alias: $(Build.QueuedBy) | ||
| project: $(TridentWorkloadTypeShort) | ||
| agent: $(Agent) | ||
| ENVIRONMENT_PREFIX: $(EnvironmentPrefix) | ||
| deploymentguidtag: $(DeploymentGuidTag) | ||
| aks_name: $(TridentWorkloadTypeShort)$(Deploy_Location_Short) | ||
| python_path: $(System.DefaultWorkingDirectory)$(PythonPath) | ||
| location: $(ProjectLocation) | ||
| python_secret_root: "./" | ||
| flighting_release: true | ||
|
|
||
| - stage: flight_preview | ||
| dependsOn: [] | ||
| jobs: | ||
| - job: build_deploy_ai | ||
| displayName: 'Build deploy AI' | ||
|
|
||
| timeoutInMinutes: 180 | ||
|
|
||
| workspace: | ||
| clean: all | ||
|
|
||
| variables: | ||
| DeploymentGuidTag: $[ dependencies.build_relayer_sources.outputs['GenDeployGuidTag.DeploymentGuid'] ] | ||
| DeploymentTimeStamp: $[ dependencies.build_relayer_sources.outputs['GenDeployTimeStamp.timeStamp'] ] | ||
| TestPostfix: "-preview" | ||
| EnvironmentPrefix: $(TridentWorkloadType)-$(CloudPlatform)-$(DeployLocation)$(TestPostfix) | ||
| ResourcePrefix: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
| EnvironmentContext: $(EnvironmentPrefix)-$(DeploymentGuidTag) | ||
| AIResourceGroupName: $(TridentWorkloadTypeShort)-$(DeployLocation)$(TestPostfix) | ||
|
|
||
| steps: | ||
|
|
||
| - template: .ci/steps/docker_clean.yml@aitemplates | ||
| pr: | ||
| autoCancel: true | ||
| branches: | ||
| include: | ||
| - master | ||
| - mabou/instrument | ||
|
|
||
| - template: .ci/steps/deploy_notebook_steps.yml@aitemplates | ||
| parameters: | ||
| deployment_name: $(DeploymentName) | ||
| template: MLTrainDeployAMLJob.yml | ||
| azureSubscription: $(azureSubscription) | ||
| azure_subscription: $(azure_subscription) | ||
| azureresourcegroup: $(AIResourceGroupName) | ||
| workspacename: $(TridentWorkloadTypeShort)-$(DeployLocation) | ||
| azureregion: $(DeployLocation) | ||
| aksimagename: myimage | ||
| environment: $(EnvironmentContext) | ||
| doCleanup: False | ||
| alias: $(Build.QueuedBy) | ||
| project: $(TridentWorkloadTypeShort) | ||
| agent: $(Agent) | ||
| ENVIRONMENT_PREFIX: $(EnvironmentPrefix) | ||
| deploymentguidtag: $(DeploymentGuidTag) | ||
| aks_name: $(TridentWorkloadTypeShort)$(Deploy_Location_Short) | ||
| python_path: $(System.DefaultWorkingDirectory)$(PythonPath) | ||
| location: $(ProjectLocation) | ||
| python_secret_root: "./" | ||
| flighting_preview: true | ||
| stages: | ||
| - template: .ci/stages/deploy_notebooks_stages_v2.yml@aitemplates | ||
| parameters: | ||
| jobDisplayName: MLScoreDeployJob | ||
| DefaultWorkingDirectory: $(System.DefaultWorkingDirectory) | ||
| workload_vars: ../vars/mlhyperparametertuning_vars.yml |