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Update diabetes_regression-ci.yml for Azure Pipelines #2

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Update diabetes_regression-ci.yml for Azure Pipelines #2

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2fad18a
Update diabetes_regression-ci.yml for Azure Pipelines
chingzchen May 31, 2022
094ad60
Update diabetes_regression-ci.yml for Azure Pipelines
chingzchen May 31, 2022
cf7f3a4
Update diabetes_regression-ci.yml for Azure Pipelines
chingzchen May 31, 2022
1f2cec0
Update diabetes_regression-ci.yml for Azure Pipelines
chingzchen May 31, 2022
f19b8da
Update diabetes_regression-ci.yml for Azure Pipelines
chingzchen May 31, 2022
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29 changes: 22 additions & 7 deletions .pipelines/diabetes_regression-ci.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,7 @@ pool:

stages:
- stage: 'Model_CI'

displayName: 'Model CI'
jobs:
- job: "Model_CI_Pipeline"
Expand All @@ -48,7 +49,7 @@ stages:

- stage: 'Trigger_AML_Pipeline'
displayName: 'Train and evaluate model'
condition: succeeded()
# condition: succeeded()
variables:
BUILD_URI: '$(SYSTEM.COLLECTIONURI)$(SYSTEM.TEAMPROJECT)/_build/results?buildId=$(BUILD.BUILDID)'
jobs:
Expand Down Expand Up @@ -76,17 +77,31 @@ stages:
dependsOn: "Get_Pipeline_ID"
displayName: "Trigger ML Training Pipeline"
timeoutInMinutes: 0
pool: server

variables:
AMLPIPELINE_ID: $[ dependencies.Get_Pipeline_ID.outputs['getpipelineid.AMLPIPELINEID'] ]
steps:
- task: ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0
displayName: 'Invoke ML pipeline'
# - task: ms-air-aiagility.vss-services-azureml.azureml-restApi-task.MLPublishedPipelineRestAPITask@0
# displayName: 'Invoke ML pipeline'
# inputs:
# azureSubscription: '$(WORKSPACE_SVC_CONNECTION)'
# PipelineId: '$(AMLPIPELINE_ID)'
# ExperimentName: '$(EXPERIMENT_NAME)'
# PipelineParameters: '"ParameterAssignments": {"model_name": "$(MODEL_NAME)"}, "tags": {"BuildId": "$(Build.BuildId)", "BuildUri": "$(BUILD_URI)"}, "StepTags": {"BuildId": "$(Build.BuildId)", "BuildUri": "$(BUILD_URI)"}'
- task: AzureCLI@1
inputs:
azureSubscription: '$(WORKSPACE_SVC_CONNECTION)'
PipelineId: '$(AMLPIPELINE_ID)'
ExperimentName: '$(EXPERIMENT_NAME)'
PipelineParameters: '"ParameterAssignments": {"model_name": "$(MODEL_NAME)"}, "tags": {"BuildId": "$(Build.BuildId)", "BuildUri": "$(BUILD_URI)"}, "StepTags": {"BuildId": "$(Build.BuildId)", "BuildUri": "$(BUILD_URI)"}'
scriptLocation: inlineScript
workingDirectory: $(Build.SourcesDirectory)
inlineScript: |
set -e # fail on error
export SUBSCRIPTION_ID=$(az account show --query id -o tsv)
python -m ml_service.pipelines.trigger_pipeline.py

echo "Finish Trigger pipeline"
name: 'getpipelineid'
displayName: 'Get Pipeline ID'

- job: "Training_Run_Report"
dependsOn: "Run_ML_Pipeline"
condition: always()
Expand Down