New

Auto-login to ACR repository from Azure login, when deploying ACR images
Auto-login to Azure storage account from Azure login, when using Azure File Share in ACI volumes
Ability to provide service principal client id & secret in docker login azure command (limitation : no refresh token is provided with Service Principal login, user must manually re-login). See docker-archive/cloud-integration-beta#21
Ability to docker stop/start single containers (not supported in compose applications).
docker rm is now more inline with the local experience : users need to stop a container before rm it, or need to specify docker rm --force (-f) to force removal
Fix docker ps output that was displaying stopped containers even if --all was not specified
Ability to specify restart policy for single containers, or compose application, as long as the same policy is applied to all containers in the app
docker login azure web page now redirects to https://docs.docker.com/engine/context/aci-integration/
Explicit error message when users try to specify labels in compose file, not supported in docker ACI integration

Bugfixes