diff --git a/azure-pipelines.yml b/azure-pipelines.yml
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index 00000000..aa193675
--- /dev/null
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+# Docker
+# Build and push an image to Azure Container Registry
+# https://docs.microsoft.com/azure/devops/pipelines/languages/docker
+
+trigger:
+- master
+
+resources:
+- repo: self
+
+variables:
+  # Container registry service connection established during pipeline creation
+  dockerRegistryServiceConnection: 'ec353e79-3991-44a1-83dd-ea0dfc02a4cf'
+  imageRepository: 'deepalisamlopspython'
+  containerRegistry: '570b88e2b4274b1a9fa62ddaeabcb39c.azurecr.io'
+  dockerfilePath: '$(Build.SourcesDirectory)/environment_setup/Dockerfile'
+  tag: '$(Build.BuildId)'
+
+  # Agent VM image name
+  vmImageName: 'ubuntu-latest'
+
+stages:
+- stage: Build
+  displayName: Build and push stage
+  jobs:
+  - job: Build
+    displayName: Build
+    pool:
+      vmImage: $(vmImageName)
+    steps:
+    - task: Docker@2
+      displayName: Build and push an image to container registry
+      inputs:
+        command: buildAndPush
+        repository: $(imageRepository)
+        dockerfile: $(dockerfilePath)
+        containerRegistry: $(dockerRegistryServiceConnection)
+        tags: |
+          $(tag)