Merge pull request #38 from microsoft/eedorenko/mlops-docker-image

eedorenko · web-flow · commit e22f243eb763 · 2019-07-31T12:01:36.000-07:00
Add MLOps Docker Image
diff --git a/azure-pipelines.yml b/azure-pipelines.yml
@@ -1,7 +1,9 @@
 pool:
   vmImage: 'Ubuntu 16.04'
 
-container: dtzar/conda3mlops:latest
+container:
+  image: mlopscr.azurecr.io/public/mlops/mlopspython:latest
+  endpoint: acrconnection
 
 variables:
 - group: AzureKeyVaultSecrets
diff --git a/environment_setup/Dockerfile b/environment_setup/Dockerfile
@@ -1,7 +1,13 @@
 FROM conda/miniconda3
 
-COPY . /setup
+LABEL org.label-schema.vendor = "Microsoft" \
+      org.label-schema.url = "https://hub.docker.com/r/microsoft/mlopspython" \
+      org.label-schema.vcs-url = "https://github.com/microsoft/MLOpsPython"
 
-RUN ["apt", "update"]
-RUN apt install gcc -y && pip install -r /setup/requirements.txt
-RUN pip install azure-cli==2.0.65 && pip install --upgrade azureml-sdk[cli]
+       
+
+COPY environment_setup/requirements.txt  /setup/
+	
+RUN apt-get update && apt-get install gcc -y && pip install --upgrade -r /setup/requirements.txt   
+
+CMD ["python"]
diff --git a/environment_setup/docker-image-pipeline.yml b/environment_setup/docker-image-pipeline.yml
@@ -13,20 +13,17 @@ trigger:
     include:
     - environment_setup/*
 
-steps:
-
-- task: Docker@2
-  displayName: Login to Docker Hub
-  inputs:
-    command: login
-    containerRegistry: msftDockerHub
+variables:
+  containerRegistry: $[coalesce(variables['acrServiceConnection'], 'acrconnection')]
+  imageName: $[coalesce(variables['agentImageName'], 'public/mlops/mlopspython')]  
 
-- task: Docker@2
-  displayName: 'Build and push an image'
-  inputs:
-    command: buildAndPush
-    repository: dtzar/conda3mlops
-    buildContext: '$(Build.SourcesDirectory)/environment_setup'
-    tags: |
-      $(Build.BuildNumber)
-      latest
+steps:
+  - task: Docker@2
+    displayName: Build and Push
+    inputs:
+      command: buildAndPush
+      containerRegistry: '$(containerRegistry)'
+      repository: '$(imageName)'
+      tags: 'latest'
+      buildContext: '$(Build.SourcesDirectory)' 
+      dockerFile: '$(Build.SourcesDirectory)/environment_setup/Dockerfile'
diff --git a/environment_setup/requirements.txt b/environment_setup/requirements.txt
@@ -1,5 +1,7 @@
-scipy==1.0.0
-scikit-learn==0.19.1
-numpy==1.14.5
-pandas==0.23.1
-pytest==4.3.0
+pytest==4.3.0
+requests>=2.22
+azureml>=0.2
+azureml-core>=1.0
+azureml-pipeline>=1.0 
+azure-cli==2.0.46
+azureml-sdk[cli]
