...

Prerequisites: This workflow assumes that the baremetal CR and  baremetal operator have been created and has successfully installed the compute nodes with Linux OS. It also assumes that the BPA controller is running.

Image AddedImage Removed

Fig 1: Illustration of the proposed workflow

...

1. Create Provisioning CRD and Software CRD
2. The CRDs are stored in ETCD
3. Start the BPA controller (It then watcheswatches  for the creation of either a software CR or provisioning CR (We will be focusing on the provisioning CR) here).

4. Create an instance of the Provisioning Custom Resource, this can be done at any instance once the BPA operator is runningCreate the BPA Custom Resource

5. The BPA Operator continues to watch the k8s API server and once it sees that a new BPA CR object has been created, it queries the k8s API server for the Baremetal hosts lists. The baremetal hosts lists contains information about the compute nodes provisioned including the IP address, CPU, memory..etc of each host.

6. The BPA operator looks into the baremetal hosts list and knows which hosts should be master and which should be workers. As the master and worker fields have various parameters, it can do this in various ways;

   1. If the MAC address is provided in the BPA CR object, it compares that value with the value in the hosts list and assigns the roles. For example if a mac address of 00:c5:16:05:61:b2 is specified for master in the BPA CR spec, it checks the baremetal list for a host that has that MAC address and gives it the role of master.
   2. If there is no MAC address specified but just resources, it checks the baremetal list for hosts that meet the resource requirements
   3. If both MAC address and resource requirements are provided, it finds the host with the specified MAC address and confirms that the host meets the resource requirement provided in the BPA CR and then assigns the role.
7. Using the MAC address of the host, the BPA operator looks in the DHCP file of the DHCP server running on the same host it is running and determines the IP address that corresponds to that MAC address
8. The BPA operator reads a file containing the default username and password for the various hosts, copies its public key to those hosts in order to use kubespray later.

9. The BPA operator then creates the hosts.ini file using the assigned roles and their corresponding IP addresses.

10. The BPA operator then installs kubernetes using kubespray on the compute nodes thus creating an active kubernetes cluster. During installation, it would continue to check the status of the installation

11. On successful completion of the k8s cluster installation, the BPA operator would  save the application-k8s kubeconfig file in order to access the k8s cluster and make changes such as software updates or add a worker node for future purposes.

BPA CRD

The BPA CRD tells the Kubernetes API how to expose the provisioning custom resource object. The CRD yaml file is applied using 

“kubectl create -f bpa_v1alpha1_provisioning_crd.yaml”  See below for the CRD definition.

 BPA CRD Yaml File (*_crd.yaml)

2. Confirm that all the hosts specified in the provisioning CR exist in the Baremetal hosts list, then query the DHCP lease file using the MAC address of each host to get the corresponding IP addresses.

3. Create the hosts.ini file using the roles specified in the provisioning CR and the MAC addresses from 6 above.

4. Once the hosts.ini file is created, start the KUD job.
5. KUD job installs kud in the host.

6. BPA operator spawns a thread that continues to check the status of the KUD job.

7. Once the KUD installation is completed, the BPA operator, creates a configmap for that cluster, the configmap contains a mapping of the IP address to the host label specified in the provisioning CR. (Step 11 is not shown in the diagram). This configmap will be used when the BPA operator is installing software specified in the software CR (see BPA Software CR Specs).

BPA CRD

The BPA CRD tells the Kubernetes API how to expose the provisioning custom resource object. The CRD yaml file is applied using 

“kubectl create -f bpa_v1alpha1_provisioning_crd.yaml”  See below for the CRD definition.

 BPA CRD Yaml File (*_crd.yaml)

apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  name: provisionings.bpa.akraino.org
spec:
  group: bpa.akraino.org
  names:
    kind: Provisioning
    listKind: ProvisioningList
    plural: provisionings
    singular: provisioning
    shortNames:
    - bpa
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      properties:
        apiVersion:
          description: 
          type: string
        kind:
          description: 
          type: string
        metadata:
          type: object
        spec:
  

apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  name: provisionings.bpa.akraino.org
spec:
  group: bpa.akraino.org
  names:
    kind: Provisioning
    listKind: ProvisioningList
    plural: provisionings
    singular: provisioning
    shortNames:
    - bpa
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      properties:
        apiVersiontype: object
          descriptionstatus: 
          type: stringobject
  version: v1alpha1
     kindversions:
  - name: v1alpha1
      descriptionserved: true
    storage: true

Provisioning Agent Object Definition( *_types,go)

The provisioning_types.go file is the API for the provisioning agent custom resource. 

// ProvisioningSpec defines the desired state type:of stringProvisioning
        metadata:
          type: object
        spec:
          type: object
        status:
          type: object
  version: v1alpha1
  versions:
  - name: v1alpha1
    served: true
    storage: true

Provisioning Agent Object Definition( *_types,go)

The provisioning_types.go file is the API for the provisioning agent custom resource. 

// ProvisioningSpec defines the desired state of Provisioning
type ProvisioningSpec struct {
        Masters []map[string]Master  `json:"masters,omitempty"`
        Workers []map[string]Worker  `json:"workers,omitempty"`
        HostsFile string `json:"hostfile,omitempty"`
}

// ProvisioningStatus defines the observed state of 
// Provisioning
type ProvisioningStatus struct {
        
}// +k8s:openapi-gen=true
type ProvisioningSpec struct {
	// INSERT ADDITIONAL SPEC FIELDS - desired state of cluster
	// Important: Run "operator-sdk generate k8s" to regenerate code after modifying this file
	// Add custom validation using kubebuilder tags: https://book-v1.book.kubebuilder.io/beyond_basics/generating_crd.html
	Masters []map[string]Master  `json:"masters,omitempty"`
	Workers []map[string]Worker  `json:"workers,omitempty"`
	KUDPlugins []string `json:"KUDPlugins,omitempty"`
}

// ProvisioningStatus defines the observed state of Provisioning
// +k8s:openapi-gen=true
type ProvisioningStatus struct {
	// INSERT ADDITIONAL STATUS FIELD - define observed state of cluster
	// Important: Run "operator-sdk generate k8s" to regenerate code after modifying this file
	// Add custom validation using kubebuilder tags: https://book-v1.book.kubebuilder.io/beyond_basics/generating_crd.html
}

// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object

// Provisioning is the Schema for the provisionings APIprovisionings API
// +k8s:openapi-gen=true
// +kubebuilder:subresource:status
type Provisioning struct {
        	metav1.TypeMeta   `json:",inline"`
        	metav1.ObjectMeta `json:"metadata,omitempty"`

        	Spec   ProvisioningSpec   `json:"spec,omitempty"`
        	Status ProvisioningStatus `json:"status,omitempty"`
},omitempty"`
}

// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object

// ProvisioningList contains a list of Provisioning
type ProvisioningList struct {
        	metav1.TypeMeta `json:",inline"`
        	metav1.ListMeta `json:"metadata,omitempty"`
        	Items           []Provisioning `json:"items"`
}

// master struct contains resource requirements for a master 
// node
type Master struct {
	MACaddress        CPU int32      string `json:"cpumac-address,omitempty"`
        Memory string  	CPU int32  `json:"memorycpu,omitempty"`
        MACaddress string	Memory string  `json:"mac-addressmemory,omitempty"`
}

// worker struct contains resource requirements for a worker node
type Worker struct {
	MACaddress        string `json:"mac-address,omitempty"`
	CPU int32      `json:"cpu,omitempty"`
        	Memory string  `json:"memory,omitempty"`
        	SRIOV bool     `json:"sriov,omitempty"`
        	QAT  bool      `json:"qat,omitempty"`
}

func init()       MACaddress string `json:"mac-address,omitempty"`{
	SchemeBuilder.Register(&Provisioning{}, &ProvisioningList{})
}

The variables in the ProvisioningSpec struct are used to create the data structures in the yaml spec for the custom resource. Three variables are added to the ProvisioningSpecstruct;

1. Masters: This variable will contain an array of Master objects. The master struct as defined in the *-types.go file above contains CPU and memory information, this information would be used by the BPA operator to determine which compute nodes to assign the role of Master to when it gets the baremetal list from the API server.
2. Workers: This variable will contain an array of Worker objects. Similar to the case of the Masters variables, the Worker struct will contain resource requirements for the Worker nodes and the BPA operator will use this information to determine which hosts to assign the role of worker.
3. Replicas: An integer that defines the number of pods that should run when the CR is deployed.

 Sample Provisioning CR YAML files

1. KUDPlugins: This variable will contain the list of KUD plugins to be installed with KUD in the cluster

 Sample Provisioning CR YAML files

apiVersion: bpa.akraino.org/v1alpha1
kind: Provisioning
metadata:
  name: provisioning-sample
  labels:
    cluster: cluster-abc
    owner: c1
spec:
  masters:
   - master:
      mac-address: 00:c6:14:04:61:b2
  workers:
    - worker-1:
       mac-address: 00:c6:14:04:61:b2
    - worker-2:
       mac-address: 00:c2:12:03:62:b1

apiVersion: bpa.akraino.org/v1alpha1
kind: Provisioning
metadata:
  name: sample-kud-plugins
  labels:
    cluster: cluster-efg
    owner: c2
spec:
  masters:

apiVersion: bpa.akraino.org/v1alpha1
kind: Provisioning
metadata:
  name: provisioning-sample
  labels:
    cluster: cluster-abc
    owner: c1
spec:
  masters:
   - master:
      mac-address: 00:c6:14:04:61:b2
  workers:
    - worker-1:
       mac-address: 00:c6:14:04:61:b2
    - workermaster-21:
        mac-address: 00:c2e1:12ba:03ce:62df:b1bd
  hostfileKUDPlugins: /root/go/src/hosts.ini


    - onap4k8s

apiVersion: bpa.akraino.org/v1alpha1
kind: Provisioning
metadata:
  name: provisioning-sample
  labels:
    cluster: cluster-xyz
    owner: c2
spec:
  masters:
   - master-1:
      cpu: 10
      memory: 4Gi
      mac-address: 00:c5:16:05:61:b2
   - master-2:
      cpu: 10
      memory: 4Gi
      mac-address: 00:c2:14:06:61:b5
  workers:
   - worker:
      cpu: 20
      memory: 8Gi
      mac-address: 00:c6:14:04:61:b2
  hostfile: /root/go/src/test-code/hosts.ini

The YAML file above can be used to create a provisioning custom resource which is an instance of the provisioning CRD describes above. The spec.master field corresponds to the Masters variable in the ProvisioningSpec struct of the *-types.go file, while the  spec.worker field corresponds to the Workers variable in the ProvisioningSpec struct of the *-types.go file and the spec.replica field corresponds to the Replicas Workers variable in the same ProvisioningSpec struct of the *-types.go file. Based on the values above, when the BPA operator gets the baremetal hosts object (Step 5in figure 1), it would assign hosts with 10 CPUs and 4Gi memory the role of master and it would assign hosts with 20CPUs and 8Gi memory the role of worker.

Currently the cpu and memory fields are not  used by the BPA operator code. More Provisioning CRs can be found in here. 

 Sample Baremetal Lists from Query

...

The software CRD  will install the required software, drivers and perform software updates. See BPA Software CR Specs. 

Draft Software CRD

apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  name: software.bpa.akraino.org
spec:
  group: bpa.akraino.org
  names:
    kind: software
    listKind: softwarerList
    plural: software
    singular: software
    shortNames:
    - su
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      properties:
        apiVersion:
          description: 
          type: string
        kind:
          description: 
          type: string
        metadata:
          type: object
        spec:
          type: object
        status:
          type: object
  version: v1alpha1
  versions:
  - name: v1alpha1
    served: true
    storage: true

...

apiVersion: bpa.akraino.org/v1alpha1
kind: cluster
metadata:
  name: cluster-sample
  labels:
    cluster: cluster-abc
    owner: c1
spec:
   provisioningCR: "provisioning-sample"
   softwareCR: "software-sample"

Open Questions

...

Future Work

This proposal would make it possible to assign roles to nodes based on the features discovered. Currently, the proposal makes use of CPU, memory, SRIOV and QAT. However the The baremetal operator list returns much more information about the nodes, we would be able to extend this the feature to allow the operator assign roles based on more determine the right nodes to use complex requirements such as CPU model, memory, CPU..etc This would feed into Hardware Platform Awareness (HPA)

...