grpc-poc

This is to try out a grpc model with managed endpoints

Steps

Clone the repo
Create an AML workspace. Remember the ACR name that was created for the workspace.

Build the GRPC model image

docker build -t yourworkspaceacr.azurecr.io/joongrpc:1 -f ./Dockerfile .
docker push yourworkspaceacr.azurecr.io/joongrpc:1

Create the endpoint

az ml online-endpoint create --name $ENDPOINT_NAME -f ./deployment/http2Endpoint.yml

Change the image to point to the workspace ACR image tag. Create the deployment and also update the traffic values
```
az ml online-deployment create --name blue --endpoint $ENDPOINT_NAME -f ./deployment/http2Deployment.yml -g $RESOURCE_GROUP -w $WORKSPACE_NAME --all-traffic
```
If you are using a different ACR you will have to make the change so that your deployment has access to pull the image from your ACR.