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Knative

Knative is a platform-agnostic solution for running serverless deployments.

Quick start​

You can refer to [Kubernetes + containerd] to build a Kubernetes cluster. However, as the default runtime is replaced from runc to crun in this document, it is not suitable for the existing k8s cluster.

Here we set up crun as a runtimeClass in the kubernetes cluster, rather than replace the default runtime. Then deploy Knative serving service and run a WASM serverless service.

Compile crun​

Please refer to the document crun to build and compile crun with WasmEdge support.

# Install dependencies
$ sudo apt update
$ sudo apt install -y make git gcc build-essential pkgconf libtool \
    libsystemd-dev libprotobuf-c-dev libcap-dev libseccomp-dev libyajl-dev \
    go-md2man libtool autoconf python3 automake

# Compile crun
$ git clone https://github.com/containers/crun
$ cd crun
$ ./autogen.sh
$ ./configure --with-wasmedge
$ make
$ sudo make install

Install and setup Containerd​

To make things easy, we use apt to install containerd. Here is the document for ubuntu Once you have installed the containerd, edit the configuration /etc/containerd/config.toml.

$ cat /etc/containerd/config.toml

# comment this line to make cri wokrs
# disabled_plugins = ["cri"]

# add the following section to setup crun runtime, make sure the BinaryName equal to your crun binary path
[plugins]
  [plugins.cri]
    [plugins.cri.containerd]
      [plugins.cri.containerd.runtimes]
...
        [plugins.cri.containerd.runtimes.crun]
           runtime_type = "io.containerd.runc.v2"
           pod_annotations = ["*.wasm.*", "wasm.*", "module.wasm.image/*", "*.module.wasm.image", "module.wasm.image/variant.*"]
           privileged_without_host_devices = false
           [plugins.cri.containerd.runtimes.crun.options]
             BinaryName = "/usr/local/bin/crun"
...

# restart containerd service
$ sudo systemctl restart containerd

# check if crun works
$ ctr image pull docker.io/wasmedge/example-wasi:latest
$ ctr run --rm --runc-binary crun --runtime io.containerd.runc.v2 --label module.wasm.image/variant=compat-smart docker.io/wasmedge/example-wasi:latest wasm-example /wasi_example_main.wasm 50000000
Creating POD ...
Random number: -1678124602
Random bytes: [12, 222, 246, 184, 139, 182, 97, 3, 74, 155, 107, 243, 20, 164, 175, 250, 60, 9, 98, 25, 244, 92, 224, 233, 221, 196, 112, 97, 151, 155, 19, 204, 54, 136, 171, 93, 204, 129, 177, 163, 187, 52, 33, 32, 63, 104, 128, 20, 204, 60, 40, 183, 236, 220, 130, 41, 74, 181, 103, 178, 43, 231, 92, 211, 219, 47, 223, 137, 70, 70, 132, 96, 208, 126, 142, 0, 133, 166, 112, 63, 126, 164, 122, 49, 94, 80, 26, 110, 124, 114, 108, 90, 62, 250, 195, 19, 189, 203, 175, 189, 236, 112, 203, 230, 104, 130, 150, 39, 113, 240, 17, 252, 115, 42, 12, 185, 62, 145, 161, 3, 37, 161, 195, 138, 232, 39, 235, 222]
Printed from wasi: This is from a main function
This is from a main function
The env vars are as follows.
The args are as follows.
/wasi_example_main.wasm
50000000
File content is This is in a file

Creating a cluster with kubeadm​

Refering to the tree documents Installing kubeadm, Creating a cluster with kubeadm and Install flannel cni, to create a kubernetes cluster.

# install kubeadm
$ sudo apt-get update
$ sudo apt-get install -y apt-transport-https ca-certificates curl
$ sudo curl -fsSLo /usr/share/keyrings/kubernetes-archive-keyring.gpg https://packages.cloud.google.com/apt/doc/apt-key.gpg
$ echo "deb [signed-by=/usr/share/keyrings/kubernetes-archive-keyring.gpg] https://apt.kubernetes.io/ kubernetes-xenial main" | sudo tee /etc/apt/sources.list.d/kubernetes.list
$ sudo apt-get update
$ sudo apt-get install -y kubelet kubeadm kubectl
$ sudo apt-mark hold kubelet kubeadm kubectl

# create kubernetes cluster
$ swapoff -a
$ kubeadm init --pod-network-cidr=10.244.0.0/16 --cri-socket unix:///var/run/containerd/containerd.sock
$ export KUBECONFIG=/etc/kubernetes/admin.conf

# install cni
$ kubectl apply -f https://raw.githubusercontent.com/flannel-io/flannel/master/Documentation/kube-flannel.yml

# untaint master node
$ kubectl taint nodes --all node-role.kubernetes.io/control-plane-

# add crun runtimeClass
$ cat > runtime.yaml <<EOF
apiVersion: node.k8s.io/v1
kind: RuntimeClass
metadata:
  name: crun
handler: crun
EOF
$ kubectl apply -f runtime.yaml

# Verify if the configuration works
$ kubectl run -it --rm --restart=Never wasi-demo --image=wasmedge/example-wasi:latest --annotations="module.wasm.image/variant=compat-smart" --overrides='{"kind":"Pod", "apiVersion":"v1", "spec": {"hostNetwork": true, "runtimeClassName": "crun"}}' /wasi_example_main.wasm 50000000
Random number: 1534679888
Random bytes: [88, 170, 82, 181, 231, 47, 31, 34, 195, 243, 134, 247, 211, 145, 28, 30, 162, 127, 234, 208, 213, 192, 205, 141, 83, 161, 121, 206, 214, 163, 196, 141, 158, 96, 137, 151, 49, 172, 88, 234, 195, 137, 44, 152, 7, 130, 41, 33, 85, 144, 197, 25, 104, 236, 201, 91, 210, 17, 59, 248, 80, 164, 19, 10, 46, 116, 182, 111, 112, 239, 140, 16, 6, 249, 89, 176, 55, 6, 41, 62, 236, 132, 72, 70, 170, 7, 248, 176, 209, 218, 214, 160, 110, 93, 232, 175, 124, 199, 33, 144, 2, 147, 219, 236, 255, 95, 47, 15, 95, 192, 239, 63, 157, 103, 250, 200, 85, 237, 44, 119, 98, 211, 163, 26, 157, 248, 24, 0]
Printed from wasi: This is from a main function
This is from a main function
The env vars are as follows.
The args are as follows.
/wasi_example_main.wasm
50000000
File content is This is in a file
pod "wasi-demo" deleted

Setting up Knative Serving​

Referring to Installing Knative Serving using YAML files, install the knative serving service.

# install the Knative Serving component
$ kubectl apply -f https://github.com/knative/serving/releases/download/knative-v1.7.2/serving-crds.yaml
$ kubectl apply -f https://github.com/knative/serving/releases/download/knative-v1.7.2/serving-core.yaml

# install a networking layer
$ kubectl apply -f https://github.com/knative/net-kourier/releases/download/knative-v1.7.0/kourier.yaml
$ kubectl patch configmap/config-network \
  --namespace knative-serving \
  --type merge \
  --patch '{"data":{"ingress-class":"kourier.ingress.networking.knative.dev"}}'
$ kubectl --namespace kourier-system get service kourier

# verify the installation
$ kubectl get pods -n knative-serving

# open runtimeClass feature gate in Knative
$ kubectl patch configmap/config-features -n knative-serving --type merge --patch '{"data":{"kubernetes.podspec-runtimeclassname":"enabled"}}'

WASM cases in Knative Serving​

Now we can run a WASM serverless service.

# apply the serverless service configuration
# We need setup annotations, runtimeClassName, and ports.
$ cat > http-wasm-serverless.yaml <<EOF
apiVersion: serving.knative.dev/v1
kind: Service
metadata:
  name: http-wasm
  namespace: default
spec:
  template:
    metadata:
      annotations:
        module.wasm.image/variant: compat-smart
    spec:
      runtimeClassName: crun
      timeoutSeconds: 1
      containers:
      - name: http-server
        image: docker.io/wasmedge/example-wasi-http:latest
        ports:
        - containerPort: 1234
          protocol: TCP
        livenessProbe:
          tcpSocket:
            port: 1234
EOF

$ kubectl apply -f http-wasm-serverless.yaml

# wait for a while, and check if the serverless service is available
$ kubectl get ksvc http-wasm
NAME          URL                                              LATESTCREATED       LATESTREADY         READY   REASON
http-wasm     http://http-wasm.default.knative.example.com     http-wasm-00001     http-wasm-00001     True

# Try to call the service
# As we do not set up DNS, we can only call the service via Kourier, Knative Serving ingress port.
# get Kourier port which is 31997 in following example
$ kubectl --namespace kourier-system get service kourier
NAME      TYPE           CLUSTER-IP      EXTERNAL-IP       PORT(S)                      AGE
kourier   LoadBalancer   10.105.58.134                     80:31997/TCP,443:31019/TCP   53d
$ curl -H "Host: http-wasm.default.knative.example.com" -d "name=WasmEdge" -X POST http://localhost:31997

# check the new start pod
$ kubectl get pods
NAME                                           READY   STATUS    RESTARTS   AGE
http-wasm-00001-deployment-748bdc7cf-96l4r     2/2     Running   0          19s