types

Documentation

Index

• Variables
• func DefinePodPhaseStatus(pod v1.Pod) (string, int, int, int)
• func IsPodControllerByDeploment(pod v1.Pod, deploy app_v1.Deployment) bool
• type Instance
• type JobInfo
• type JobStatus
• type Serving
  • func NewServingJob(client *kubernetes.Clientset, deploy app_v1.Deployment, allPods []v1.Pod) Serving
  • func (s Serving) AllPods() []v1.Pod
  • func (s Serving) AllSvcs() (svcs []v1.Service)
  • func (s Serving) AvailableInstances() int32
  • func (s Serving) DesiredInstances() int32
  • func (s Serving) GetAge() string
  • func (s Serving) GetClusterIP() string
  • func (s Serving) GetName() string
  • func (s Serving) GetPorts() string
  • func (s Serving) GetStatus() string
• type ServingType
  • func KeyMapServingType(servingKey string) ServingType
• type TrainingJobInfo

Variables

var KubeConfig string

var SERVING_CHARTS = map[string]string{
	"tensorflow-serving-0.2.0":        "Tensorflow",
	"tensorrt-inference-server-0.0.1": "TensorRT",
}

Functions

func DefinePodPhaseStatus

func DefinePodPhaseStatus(pod v1.Pod) (string, int, int, int)

func IsPodControllerByDeploment

func IsPodControllerByDeploment(pod v1.Pod, deploy app_v1.Deployment) bool

Types

type Instance

type Instance struct {
	// the status of of instance
	Status string `json:"status"`
	// the name of instance
	Name string `json:"name"`
	// the age of instance
	Age string `json:"age"`
	// the node instance runs on
	Node string `json:"node"`
	// the instance is chief or not
	IsChief bool `json:"chief" yaml:"chief"`
}

type JobInfo

type JobInfo struct {
	// The name of the training job
	Name string `json:"name"`
	// The namespace of the training job
	Namespace string `json:"namespace"`
	// The time of the training job
	Duration string `json:"duration"`
	// The status of the training Job
	Status JobStatus `json:"status"`

	// The training type of the training job
	Trainer string `json:"trainer"`
	// The tensorboard of the training job
	Tensorboard string `json:"tensorboard,omitempty"`

	// The name of the chief Instance
	ChiefName string `json:"chiefName" yaml:"chiefName"`

	// The instances under the training job
	Instances []Instance `json:"instances"`

	// The priority of the training job
	Priority string `json:"priority"`
}

type JobStatus

type JobStatus string

all the kinds of JobStatus

const (
	// JobPending means the job is pending
	JobPending JobStatus = "PENDING"
	// JobRunning means the job is running
	JobRunning JobStatus = "RUNNING"
	// JobSucceeded means the job is Succeeded
	JobSucceeded JobStatus = "SUCCEEDED"
	// JobFailed means the job is failed
	JobFailed JobStatus = "FAILED"
)

type Serving

type Serving struct {
	Name      string      `yaml:"name" json:"name"`
	Namespace string      `yaml:"namespace" json:"namespace"`
	ServeType ServingType `yaml:"serving_type" json:"serving_type"`
	Version   string      `yaml:"version" json:"version"`
	// contains filtered or unexported fields
}

func NewServingJob

func NewServingJob(client *kubernetes.Clientset, deploy app_v1.Deployment, allPods []v1.Pod) Serving

func (Serving) AllPods

func (s Serving) AllPods() []v1.Pod

func (Serving) AllSvcs

func (s Serving) AllSvcs() (svcs []v1.Service)

func (Serving) AvailableInstances

func (s Serving) AvailableInstances() int32

Available instances

func (Serving) DesiredInstances

func (s Serving) DesiredInstances() int32

Desired Instances

func (Serving) GetAge

func (s Serving) GetAge() string

GetAge returns the time string for serving job is running

func (Serving) GetClusterIP

func (s Serving) GetClusterIP() string

Cluster IP

func (Serving) GetName

func (s Serving) GetName() string

func (Serving) GetPorts

func (s Serving) GetPorts() string

func (Serving) GetStatus

func (s Serving) GetStatus() string

type ServingType

type ServingType string

const (
	// tensorflow
	ServingTF ServingType = "TENSORFLOW"
	// tensorrt
	ServingTRT ServingType = "TENSORRT"
	// custom
	ServingCustom ServingType = "CUSTOM"
)

three serving types.

func KeyMapServingType

func KeyMapServingType(servingKey string) ServingType

type TrainingJobInfo

type TrainingJobInfo struct {
	Name      string
	Type      string
	Namespace string
}