ADO pipelines require github service conn

classical/aml-cli-v2/mlops/devops-pipelines/deploy-batch-endpoint-pipeline.yml

@@ -2,65 +2,62 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: taxi2-batch-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: batch
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: taxi2-batch-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: batch
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
-      
 
 stages:
-- stage: CreateBatchEndpoint
-  displayName: Create/Update Batch Endpoint 
-  jobs:
-    - job: DeployBatchEndpoint
-      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-compute.yml@mlops-templates
-        parameters:
-          cluster_name: batch-cluster # name must match cluster name in deployment file below
-          size: STANDARD_DS3_V2
-          min_instances: 0
-          max_instances: 5
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/create-endpoint.yml@mlops-templates
-        parameters: 
-          endpoint_file: mlops/azureml/deploy/batch/batch-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-batch-dp
-          deployment_file: mlops/azureml/deploy/batch/batch-deployment.yml      
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-batch-dp
-          sample_request: data/taxi-batch.csv
-          request_type: uri_file #either uri_folder or uri_file 
+  - stage: CreateBatchEndpoint
+    displayName: Create/Update Batch Endpoint
+    jobs:
+      - job: DeployBatchEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: batch-cluster # name must match cluster name in deployment file below
+              size: STANDARD_DS3_V2
+              min_instances: 0
+              max_instances: 5
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/batch/batch-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-batch-dp
+              deployment_file: mlops/azureml/deploy/batch/batch-deployment.yml
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-batch-dp
+              sample_request: data/taxi-batch.csv
+              request_type: uri_file #either uri_folder or uri_file
 

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

@@ -20,9 +20,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:

classical/aml-cli-v2/mlops/devops-pipelines/deploy-online-endpoint-pipeline.yml

@@ -2,60 +2,57 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: taxi-online-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: online
-
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: taxi-online-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: online
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:
-- stage: CreateOnlineEndpoint
-  displayName: Create/Update 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
-        parameters:
-          endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-online-dp
-          deployment_file: mlops/azureml/deploy/online/online-deployment.yml 
-      - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
-        parameters:
-          traffic_allocation: taxi-online-dp=100
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-online-dp
-          sample_request: data/taxi-request.json
-          request_type: json
+  - stage: CreateOnlineEndpoint
+    displayName: Create/Update Online Endpoint
+    jobs:
+      - job: DeployOnlineEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-online-dp
+              deployment_file: mlops/azureml/deploy/online/online-deployment.yml
+          - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
+            parameters:
+              traffic_allocation: taxi-online-dp=100
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-online-dp
+              sample_request: data/taxi-request.json
+              request_type: json

classical/python-sdk-v1/mlops/devops-pipelines/deploy-model-batch-scoring.yml

@@ -2,54 +2,53 @@
 # 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: python-sdk-v1
+  - 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: python-sdk-v1
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: $(ap_vm_image)
 
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:
-- stage: DeployBatchScoringPipeline
-  displayName: Deploy Batch Scoring Pipeline
-  jobs:
-    - job: DeployBatchScoringPipeline
-      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-environment.yml@mlops-templates
-        parameters:
-          environment_name: $(batch_env_name)
-          build_type: 'conda'
-          environment_file: $(batch_env_conda_yaml)
-          enable_monitoring: $(enable_monitoring)
-      - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
-        parameters:
-          data_type: scoring
-      - template: templates/${{ variables.version }}/deploy-batch-scoring-pipeline.yml@mlops-templates
-        parameters:
-          enable_monitoring: $(enable_monitoring)
-      - template: templates/${{ variables.version }}/add-pipeline-to-endpoint.yml@mlops-templates
-      - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
+  - stage: DeployBatchScoringPipeline
+    displayName: Deploy Batch Scoring Pipeline
+    jobs:
+      - job: DeployBatchScoringPipeline
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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-environment.yml@mlops-templates
+            parameters:
+              environment_name: $(batch_env_name)
+              build_type: "conda"
+              environment_file: $(batch_env_conda_yaml)
+              enable_monitoring: $(enable_monitoring)
+          - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
+            parameters:
+              data_type: scoring
+          - template: templates/${{ variables.version }}/deploy-batch-scoring-pipeline.yml@mlops-templates
+            parameters:
+              enable_monitoring: $(enable_monitoring)
+          - template: templates/${{ variables.version }}/add-pipeline-to-endpoint.yml@mlops-templates
+          - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates

classical/python-sdk-v1/mlops/devops-pipelines/deploy-model-training-pipeline.yml

@@ -2,57 +2,56 @@
 # 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: python-sdk-v1
+  - 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: python-sdk-v1
 
 trigger:
-- none
+  - 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: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 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 }}/create-environment.yml@mlops-templates
-        parameters:
-          environment_name: $(training_env_name)
-          build_type: 'conda'
-          environment_file: $(training_env_conda_yaml)
-          enable_monitoring: $(enable_monitoring)
-      - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
-        parameters:
-          data_type: training
-      - template: templates/${{ variables.version }}/get-compute.yml@mlops-templates
-        parameters:
-          compute_type: training
-      - template: templates/${{ variables.version }}/deploy-training-pipeline.yml@mlops-templates
-        parameters:
-          enable_monitoring: $(enable_monitoring)
-      - template: templates/${{ variables.version }}/add-pipeline-to-endpoint.yml@mlops-templates
-      - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
+  - stage: DeployTrainingPipeline
+    displayName: Deploy Training Pipeline
+    jobs:
+      - job: DeployTrainingPipeline
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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 }}/create-environment.yml@mlops-templates
+            parameters:
+              environment_name: $(training_env_name)
+              build_type: "conda"
+              environment_file: $(training_env_conda_yaml)
+              enable_monitoring: $(enable_monitoring)
+          - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
+            parameters:
+              data_type: training
+          - template: templates/${{ variables.version }}/get-compute.yml@mlops-templates
+            parameters:
+              compute_type: training
+          - template: templates/${{ variables.version }}/deploy-training-pipeline.yml@mlops-templates
+            parameters:
+              enable_monitoring: $(enable_monitoring)
+          - template: templates/${{ variables.version }}/add-pipeline-to-endpoint.yml@mlops-templates
+          - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates

classical/python-sdk-v2/mlops/devops-pipelines/deploy-batch-endpoint-pipeline.yml

@@ -22,9 +22,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:

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

@@ -20,9 +20,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:

classical/python-sdk-v2/mlops/devops-pipelines/deploy-online-endpoint-pipeline.yml

@@ -22,9 +22,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:

classical/rai-aml-cli-v2/mlops/devops-pipelines/deploy-batch-endpoint-pipeline.yml

@@ -2,65 +2,62 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: taxi-batch-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: batch
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: taxi-batch-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: batch
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
-      
 
 stages:
-- stage: CreateBatchEndpoint
-  displayName: Create/Update Batch Endpoint 
-  jobs:
-    - job: DeployBatchEndpoint
-      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-compute.yml@mlops-templates
-        parameters:
-          cluster_name: batch-cluster # name must match cluster name in deployment file below
-          size: STANDARD_DS3_V2
-          min_instances: 0
-          max_instances: 5
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/create-endpoint.yml@mlops-templates
-        parameters: 
-          endpoint_file: mlops/azureml/deploy/batch/batch-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-batch-dp
-          deployment_file: mlops/azureml/deploy/batch/batch-deployment.yml      
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-batch-dp
-          sample_request: data/taxi-batch.csv
-          request_type: uri_file #either uri_folder or uri_file 
+  - stage: CreateBatchEndpoint
+    displayName: Create/Update Batch Endpoint
+    jobs:
+      - job: DeployBatchEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: batch-cluster # name must match cluster name in deployment file below
+              size: STANDARD_DS3_V2
+              min_instances: 0
+              max_instances: 5
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/batch/batch-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-batch-dp
+              deployment_file: mlops/azureml/deploy/batch/batch-deployment.yml
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-batch-dp
+              sample_request: data/taxi-batch.csv
+              request_type: uri_file #either uri_folder or uri_file
 

classical/rai-aml-cli-v2/mlops/devops-pipelines/deploy-model-training-pipeline.yml

@@ -20,9 +20,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
     - repository: rai-vnext-preview # Template Repo
       name: Azure/rai-vnext-preview # need to change org name from "Azure" to your own org

classical/rai-aml-cli-v2/mlops/devops-pipelines/deploy-online-endpoint-pipeline.yml

@@ -2,60 +2,57 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: taxi-online-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: online
-
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: taxi-online-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: online
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:
-- stage: CreateOnlineEndpoint
-  displayName: Create/Update 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
-        parameters:
-          endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-online-dp
-          deployment_file: mlops/azureml/deploy/online/online-deployment.yml 
-      - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
-        parameters:
-          traffic_allocation: taxi-online-dp=100
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: taxi-online-dp
-          sample_request: data/taxi-request.json
-          request_type: json
+  - stage: CreateOnlineEndpoint
+    displayName: Create/Update Online Endpoint
+    jobs:
+      - job: DeployOnlineEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-online-dp
+              deployment_file: mlops/azureml/deploy/online/online-deployment.yml
+          - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
+            parameters:
+              traffic_allocation: taxi-online-dp=100
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: taxi-online-dp
+              sample_request: data/taxi-request.json
+              request_type: json

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

@@ -2,62 +2,59 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ 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 
-
+  - ${{ 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
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 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 }}/create-compute.yml@mlops-templates
-        parameters:
-          cluster_name: gpu-cluster
-          size: Standard_NC6
-          min_instances: 0
-          max_instances: 1
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/register-environment.yml@mlops-templates
-        parameters:
-          build_type: docker
-          environment_name: nvidia_pytorch # Not used for docker builds
-          environment_file: mlops/azureml/train/train-env.yaml        
-      - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
-        parameters:
-          data_type: training
-          environment_file: mlops/azureml/train/create_stanford_dogs_dataset.yaml      
-      - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
-        parameters: 
-          pipeline_file: mlops/azureml/train/pipeline.yaml
-          experiment_name: $(environment)_cv_train_$(Build.SourceBranchName)
-          display_name: $(environment)_cv_run_$(Build.BuildID)
+  - 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 }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: gpu-cluster
+              size: Standard_NC6
+              min_instances: 0
+              max_instances: 1
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/register-environment.yml@mlops-templates
+            parameters:
+              build_type: docker
+              environment_name: nvidia_pytorch # Not used for docker builds
+              environment_file: mlops/azureml/train/train-env.yaml
+          - template: templates/${{ variables.version }}/register-dataset.yml@mlops-templates
+            parameters:
+              data_type: training
+              environment_file: mlops/azureml/train/create_stanford_dogs_dataset.yaml
+          - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
+            parameters:
+              pipeline_file: mlops/azureml/train/pipeline.yaml
+              experiment_name: $(environment)_cv_train_$(Build.SourceBranchName)
+              display_name: $(environment)_cv_run_$(Build.BuildID)

cv/aml-cli-v2/mlops/devops-pipelines/deploy-online-endpoint-pipeline.yml

@@ -2,60 +2,57 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: dogs-online-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: online
-
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: dogs-online-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: online
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:
-- stage: CreateOnlineEndpoint
-  displayName: Create/Update 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
-        parameters:
-          endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: dogs-online-dp
-          deployment_file: mlops/azureml/deploy/online/online-deployment.yml 
-      - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
-        parameters:
-          traffic_allocation: dogs-online-dp=100
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: dogs-online-dp
-          sample_request: data/sample-request.json
-          request_type: json
+  - stage: CreateOnlineEndpoint
+    displayName: Create/Update Online Endpoint
+    jobs:
+      - job: DeployOnlineEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: dogs-online-dp
+              deployment_file: mlops/azureml/deploy/online/online-deployment.yml
+          - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
+            parameters:
+              traffic_allocation: dogs-online-dp=100
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: dogs-online-dp
+              sample_request: data/sample-request.json
+              request_type: json

cv/python-sdk-v1/mlops/devops-pipelines/deploy-model-training-pipeline.yml

@@ -21,9 +21,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:

infrastructure/terraform/devops-pipelines/tf-ado-deploy-infra.yml

@@ -2,54 +2,53 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ 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
+  - ${{ 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
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
 resources:
   repositories:
-    - repository: mlops-templates 
-      name: Azure/mlops-templates 
-      endpoint: github-connection
-      type: github
-      ref: main #branch name
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
+      ref: main
 
-stages :
+stages:
   - stage: CreateStorageAccountForTerraformState
     displayName: Create Storage for Terraform
     jobs:
-    - job: CreateStorageForTerraform
-      displayName: Create Storage for Terraform
-      steps:
-      - checkout: self
-        path: s/
-      - checkout: mlops-templates
-        path: s/templates/
-      - template: templates/infra/create-resource-group.yml@mlops-templates
-      - template: templates/infra/create-storage-account.yml@mlops-templates
-      - template: templates/infra/create-storage-container.yml@mlops-templates
+      - job: CreateStorageForTerraform
+        displayName: Create Storage for Terraform
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/infra/create-resource-group.yml@mlops-templates
+          - template: templates/infra/create-storage-account.yml@mlops-templates
+          - template: templates/infra/create-storage-container.yml@mlops-templates
   - stage: DeployAzureMachineLearningRG
     displayName: Deploy AML Workspace
     jobs:
-    - job:  DeployAMLWorkspace
-      displayName: Deploy Terraform
-      steps:
-      - checkout: self
-        path: s/
-      - checkout: mlops-templates
-        path: s/templates/
-      - template: templates/infra/create-sp-variables.yml@mlops-templates
-      - template: templates/infra/install-terraform.yml@mlops-templates
-      - template: templates/infra/run-terraform-init.yml@mlops-templates
-      - template: templates/infra/run-terraform-validate.yml@mlops-templates
-      - template: templates/infra/run-terraform-plan.yml@mlops-templates
-      - template: templates/infra/run-terraform-apply.yml@mlops-templates
+      - job: DeployAMLWorkspace
+        displayName: Deploy Terraform
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/infra/create-sp-variables.yml@mlops-templates
+          - template: templates/infra/install-terraform.yml@mlops-templates
+          - template: templates/infra/run-terraform-init.yml@mlops-templates
+          - template: templates/infra/run-terraform-validate.yml@mlops-templates
+          - template: templates/infra/run-terraform-plan.yml@mlops-templates
+          - template: templates/infra/run-terraform-apply.yml@mlops-templates

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

@@ -2,71 +2,68 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ 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 
-
+  - ${{ 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
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 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 }}/create-compute.yml@mlops-templates
-        parameters:
-          cluster_name: cpu-cluster
-          size: STANDARD_DS3_V2
-          min_instances: 0
-          max_instances: 1
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/create-compute.yml@mlops-templates
-        parameters:
-          cluster_name: cpu-cluster-lg
-          size: Standard_D14_v2
-          min_instances: 0
-          max_instances: 1
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/create-compute.yml@mlops-templates
-        parameters:
-          cluster_name: gpu-cluster
-          size: Standard_NV6
-          min_instances: 0
-          max_instances: 1
-          cluster_tier: dedicated
-      - template: templates/${{ variables.version }}/register-environment.yml@mlops-templates
-        parameters:
-          environment_name: nlp_summarization_train
-          environment_file: mlops/azureml/train/train-env.yml
-      - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
-        parameters: 
-          pipeline_file: mlops/azureml/train/pipeline.yml
-          experiment_name: $(environment)_nlp_summarization_$(Build.SourceBranchName)
-          display_name: $(environment)_nlp_summarization_$(Build.BuildID)
+  - 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 }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: cpu-cluster
+              size: STANDARD_DS3_V2
+              min_instances: 0
+              max_instances: 1
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: cpu-cluster-lg
+              size: Standard_D14_v2
+              min_instances: 0
+              max_instances: 1
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/create-compute.yml@mlops-templates
+            parameters:
+              cluster_name: gpu-cluster
+              size: Standard_NV6
+              min_instances: 0
+              max_instances: 1
+              cluster_tier: dedicated
+          - template: templates/${{ variables.version }}/register-environment.yml@mlops-templates
+            parameters:
+              environment_name: nlp_summarization_train
+              environment_file: mlops/azureml/train/train-env.yml
+          - template: templates/${{ variables.version }}/run-pipeline.yml@mlops-templates
+            parameters:
+              pipeline_file: mlops/azureml/train/pipeline.yml
+              experiment_name: $(environment)_nlp_summarization_$(Build.SourceBranchName)
+              display_name: $(environment)_nlp_summarization_$(Build.BuildID)

nlp/aml-cli-v2/mlops/devops-pipelines/deploy-online-endpoint-pipeline.yml

@@ -2,60 +2,57 @@
 # Licensed under the MIT License.
 
 variables:
-- ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
-    # 'main' branch: PRD environment
-    - template: ../../config-infra-prod.yml
-- ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:  
-    # 'develop' or feature branches: DEV environment
-    - template: ../../config-infra-dev.yml
-- name: version
-  value: aml-cli-v2 
-- name: endpoint_name
-  value: nlp-online-$(namespace)$(postfix)$(environment)
-- name: endpoint_type
-  value: online
-
+  - ${{ if eq(variables['Build.SourceBranchName'], 'main') }}:
+      # 'main' branch: PRD environment
+      - template: ../../config-infra-prod.yml
+  - ${{ if ne(variables['Build.SourceBranchName'], 'main') }}:
+      # 'develop' or feature branches: DEV environment
+      - template: ../../config-infra-dev.yml
+  - name: version
+    value: aml-cli-v2
+  - name: endpoint_name
+    value: nlp-online-$(namespace)$(postfix)$(environment)
+  - name: endpoint_type
+    value: online
 
 trigger:
-- none
+  - none
 
 pool:
   vmImage: ubuntu-20.04
 
-
 resources:
   repositories:
-    - repository: mlops-templates  # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+    - repository: mlops-templates # Template Repo
+      name: mlops-templates
+      type: git
       ref: main
 
 stages:
-- stage: CreateOnlineEndpoint
-  displayName: Create/Update 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
-        parameters:
-          endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
-      - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: nlp-summarization-online-dp
-          deployment_file: mlops/azureml/deploy/online/online-deployment.yml 
-      - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
-        parameters:
-          traffic_allocation: nlp-summarization-online-dp=100
-      - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
-        parameters:
-          deployment_name: nlp-summarization-online-dp
-          sample_request: data/nlp-summarization-request.json
-          request_type: json
+  - stage: CreateOnlineEndpoint
+    displayName: Create/Update Online Endpoint
+    jobs:
+      - job: DeployOnlineEndpoint
+        steps:
+          - checkout: self
+            path: s/
+          - checkout: mlops-templates
+            path: s/templates/
+          - template: templates/${{ 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/${{ variables.version }}/create-endpoint.yml@mlops-templates
+            parameters:
+              endpoint_file: mlops/azureml/deploy/online/online-endpoint.yml
+          - template: templates/${{ variables.version }}/create-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: nlp-summarization-online-dp
+              deployment_file: mlops/azureml/deploy/online/online-deployment.yml
+          - template: templates/${{ variables.version }}/allocate-traffic.yml@mlops-templates
+            parameters:
+              traffic_allocation: nlp-summarization-online-dp=100
+          - template: templates/${{ variables.version }}/test-deployment.yml@mlops-templates
+            parameters:
+              deployment_name: nlp-summarization-online-dp
+              sample_request: data/nlp-summarization-request.json
+              request_type: json

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

@@ -20,9 +20,8 @@ pool:
 resources:
   repositories:
     - repository: mlops-templates # Template Repo
-      name: Azure/mlops-templates # need to change org name from "Azure" to your own org
-      endpoint: github-connection # need to set up and hardcode
-      type: github
+      name: mlops-templates
+      type: git
       ref: main
 
 stages: