https://github.com/Azure/AzureContainers

R package for working with containers in Azure: ACI, ACR, AKS
https://github.com/Azure/AzureContainers

azure-container-instances azure-container-registry azure-kubernetes-service azure-sdk-r containers kubernetes r

Last synced: 3 months ago
JSON representation

R package for working with containers in Azure: ACI, ACR, AKS

• Host: GitHub
• URL: https://github.com/Azure/AzureContainers
• Owner: Azure
• License: other
• Created: 2019-05-22T07:10:42.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-03-28T16:44:41.000Z (over 1 year ago)
• Last Synced: 2024-04-26T05:40:37.436Z (7 months ago)
• Topics: azure-container-instances, azure-container-registry, azure-kubernetes-service, azure-sdk-r, containers, kubernetes, r
• Language: R
• Size: 599 KB
• Stars: 23
• Watchers: 20
• Forks: 8
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Security: SECURITY.md

Awesome Lists containing this project

• jimsghstars - Azure/AzureContainers - R package for working with containers in Azure: ACI, ACR, AKS (R)

README

        
# AzureContainers 

[![CRAN](https://www.r-pkg.org/badges/version/AzureContainers)](https://cran.r-project.org/package=AzureContainers)

![Downloads](https://cranlogs.r-pkg.org/badges/AzureContainers)

![R-CMD-check](https://github.com/Azure/AzureContainers/workflows/R-CMD-check/badge.svg)

A package for working with [Azure Container Registry (ACR)](https://azure.microsoft.com/en-us/services/container-registry/), [Azure Kubernetes Service (AKS)](https://azure.microsoft.com/en-us/services/kubernetes-service/) and [Azure Container Instances (ACI)](https://azure.microsoft.com/en-us/services/container-instances/). Extends the Azure Resource Manager interface provided by the [AzureRMR](https://github.com/Azure/AzureRMR) package.

AzureContainers lets you build and deploy containerised services in R, using Docker and Kubernetes. For full functionality, you should have [Docker](https://docs.docker.com/install/) installed, as well as the [kubectl](https://kubernetes.io/docs/tasks/tools/install-kubectl/) and [helm](https://helm.sh/) commandline tools. Otherwise it is relatively lightweight, requiring neither Powershell nor Python.

Note that AzureContainers can talk to any Docker registry that uses the [V2 HTTP API](https://docs.docker.com/registry/spec/api/), not just those created via ACR. Similarly, it can interface with Kubernetes clusters anywhere, not just those created via AKS.

The primary repo for this package is at https://github.com/Azure/AzureContainers; please submit issues and PRs there. It is also mirrored at the Cloudyr org at https://github.com/cloudyr/AzureContainers. You can install the development version of the package with `devtools::install_github("Azure/AzureContainers")`.

## Example workflow

Here is a sample R workflow to package up an R model as a container, deploy it to a Kubernetes cluster, and expose it as a service.

```r

library(AzureContainers)

az <- AzureRMR::get_azure_login()

resgroup <- az$

    get_subscription("")$

    create_resource_group("myresgroup", location="australiaeast")

# create container registry

acr <- resgroup$create_acr("myacr", location="australiaeast")

# create Docker image from a predefined Dockerfile

call_docker("build -t newcontainer .")

# get registry endpoint, upload image

reg <- acr$get_docker_registry()

reg$push("newcontainer")

# create Kubernetes cluster with 2 nodes

aks <- resgroup$create_aks("myakscluster",

    location="australiaeast",

    agent_pools=agent_pool("pool1", 2))

# give the cluster pull access to the registry

acr$add_role_assignment(aks, "Acrpull")

# get cluster endpoint, deploy from ACR to AKS with predefined yaml definition file

clus <- aks$get_cluster()

clus$create("model1.yaml")

clus$get("service")

```

---