Merge pull request #9 from Azure/cli-v2

Cli v2

config-aml.yml

@@ -2,6 +2,12 @@ variables:
 
   ap_vm_image: ubuntu-20.04
 
+# Training pipeline settings - Regression
+
+  # Training dataset settings
+  training_folder_name: data-science-regression
+  training_script_filename: pipeline.yml
+
 
 # Training pipeline settings
 

mlops/devops-pipelines/deploy-model-training-pipeline-v2.yml

@@ -0,0 +1,57 @@
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License.
+
+variables:
+- template: ../../config-aml.yml
+- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+    # 'main' branch: PRD environment
+    - template: ../../config-infra-prod.yml
+- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
+    # 'develop' or feature branches: DEV environment
+    - template: ../../config-infra-dev.yml
+- name: version
+  value: aml-cli-v2 #must be either 'python-sdk' or 'aml-cli-v2'
+
+trigger:
+- none
+
+pool:
+  vmImage: $(ap_vm_image)
+
+resources:
+  repositories:
+    - repository: mlops-templates  # Template Repo
+      name: Azure/mlops-templates # need to change org name from Azure when pulling the template
+      endpoint: mlops-v2-service-connection  # need to hardcode
+      type: github
+
+stages:
+- stage: DeployTrainingPipeline
+  displayName: Deploy Training Pipeline
+  jobs:
+    - job: DeployTrainingPipeline
+      steps:
+      - checkout: self
+        path: s/
+      - checkout: mlops-templates
+        path: s/templates/
+      - template: templates/${{ variables.version }}/install-az-cli.yml@mlops-templates
+      - template: templates/${{ variables.version }}/install-aml-cli.yml@mlops-templates
+      - template: templates/${{ variables.version }}/connect-to-workspace.yml@mlops-templates
+      - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
+      condition: ne(variables['build.sourceBranchName'], 'cli-v2') # Skip for cli-v2
+
+- stage: CreateOnlineEndpoint
+  displayName: Create Online Endpoint
+  jobs:
+    - job: DeployOnlineEndpoint
+      steps:
+      - checkout: self
+        path: s/
+      - checkout: mlops-templates
+        path: s/templates/
+      - template: templates/${{ variables.version }}/install-az-cli.yml@mlops-templates
+      - template: templates/${{ variables.version }}/install-aml-cli.yml@mlops-templates
+      - template: templates/${{ variables.version }}/connect-to-workspace.yml@mlops-templates
+      - template: templates/${{ variables.version }}/create-endpoint.yml@mlops-templates
+      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates