Migrate azure/notebooks/Azure-MNMG-XGBoost.ipynb to deployment docs (…

…#253)

Co-authored-by: Jacob Tomlinson <jtomlinson@nvidia.com>

source/examples/index.md

@@ -16,4 +16,5 @@ xgboost-randomforest-gpu-hpo-dask/notebook
 rapids-azureml-hpo/notebook
 time-series-forecasting-with-hpo/notebook
 xgboost-rf-gpu-cpu-benchmark/notebook
+xgboost-azure-mnmg-daskcloudprovider/notebook
 ```

source/examples/xgboost-azure-mnmg-daskcloudprovider/configs/cloud_init.yaml.j2

@@ -0,0 +1,52 @@
+#cloud-config
+
+
+# Bootstrap
+packages:
+  - apt-transport-https
+  - ca-certificates
+  - curl
+  - gnupg-agent
+  - software-properties-common
+  - ubuntu-drivers-common
+
+# Enable ipv4 forwarding, required on CIS hardened machines
+write_files:
+  - path: /etc/sysctl.d/enabled_ipv4_forwarding.conf
+    content: |
+      net.ipv4.conf.all.forwarding=1
+
+# create the docker group
+groups:
+  - docker
+
+# Add default auto created user to docker group
+system_info:
+  default_user:
+    groups: [docker]
+
+
+runcmd:
+
+  # Install Docker
+  - curl -fsSL https://download.docker.com/linux/ubuntu/gpg | apt-key add -
+  - add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
+  - apt-get update -y
+  - apt-get install -y docker-ce docker-ce-cli containerd.io
+  - systemctl start docker
+  - systemctl enable docker
+
+
+
+  # Install NVIDIA driver
+  - DEBIAN_FRONTEND=noninteractive ubuntu-drivers install
+
+  # Install NVIDIA docker
+  - curl -fsSL https://nvidia.github.io/nvidia-docker/gpgkey | sudo apt-key add -
+  - curl -s -L https://nvidia.github.io/nvidia-docker/$(. /etc/os-release;echo $ID$VERSION_ID)/nvidia-docker.list | sudo tee /etc/apt/sources.list.d/nvidia-docker.list
+  - apt-get update -y
+  - apt-get install -y nvidia-docker2
+  - systemctl restart docker
+
+  # Attempt to run a RAPIDS container to download the container layers and decompress them
+  - 'docker run --net=host --gpus=all --shm-size=256m rapidsai/rapidsai:cuda11.2-runtime-ubuntu18.04-py3.8 dask-scheduler --version'