v1alpha2

package
v0.4.1 Latest Latest
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 Go to latest Published: Sep 19, 2019 License: Apache-2.0 Imports: 10 Imported by: 12

Documentation

Overview

Package v1alpha2 contains API Schema definitions for the machinelearning v1alpha2 API group +k8s:openapi-gen=true +k8s:deepcopy-gen=package,register +k8s:conversion-gen=github.com/seldonio/seldon-operator/pkg/apis/machinelearning +k8s:defaulter-gen=TypeMeta +groupName=machinelearning.seldon.io

Package v1alpha2 contains API Schema definitions for the machinelearning v1alpha2 API group +k8s:openapi-gen=true +k8s:deepcopy-gen=package,register +k8s:conversion-gen=github.com/seldonio/seldon-operator/pkg/apis/machinelearning +k8s:defaulter-gen=TypeMeta +groupName=machinelearning.seldon.io

Index

Constants

View Source 
const (
	Label_seldon_id  = "seldon-deployment-id"
	Label_seldon_app = "seldon-app"
	Label_svc_orch   = "seldon-deployment-contains-svcorch"

	PODINFO_VOLUME_NAME = "podinfo"
	PODINFO_VOLUME_PATH = "/etc/podinfo"

	ENV_PREDICTIVE_UNIT_SERVICE_PORT = "PREDICTIVE_UNIT_SERVICE_PORT"
	ENV_PREDICTIVE_UNIT_PARAMETERS   = "PREDICTIVE_UNIT_PARAMETERS"
	ENV_PREDICTIVE_UNIT_ID           = "PREDICTIVE_UNIT_ID"
	ENV_PREDICTOR_ID                 = "PREDICTOR_ID"
	ENV_SELDON_DEPLOYMENT_ID         = "SELDON_DEPLOYMENT_ID"

	ANNOTATION_JAVA_OPTS       = "seldon.io/engine-java-opts"
	ANNOTATION_SEPARATE_ENGINE = "seldon.io/engine-separate-pod"
	ANNOTATION_HEADLESS_SVC    = "seldon.io/headless-svc"
)

Variables

View Source 
var (
	// SchemeGroupVersion is group version used to register these objects
	SchemeGroupVersion = schema.GroupVersion{Group: "machinelearning.seldon.io", Version: "v1alpha2"}

	// SchemeBuilder is used to add go types to the GroupVersionKind scheme
	SchemeBuilder = &scheme.Builder{GroupVersion: SchemeGroupVersion}

	// AddToScheme is required by pkg/client/...
	AddToScheme = SchemeBuilder.AddToScheme
)

Functions

func GetContainerServiceName 

func GetContainerServiceName(mlDep *SeldonDeployment, predictorSpec PredictorSpec, c *v1.Container) string

func GetDeploymentName 

func GetDeploymentName(mlDep *SeldonDeployment, predictorSpec PredictorSpec, podSpec *SeldonPodSpec) string

func GetExplainerDeploymentName added in v0.4.0 

func GetExplainerDeploymentName(sdepName string, predictorSpec *PredictorSpec) string

func GetPredictorKey added in v0.4.0 

func GetPredictorKey(mlDep *SeldonDeployment, p *PredictorSpec) string

func GetPredictorServiceNameKey 

func GetPredictorServiceNameKey(c *v1.Container) string

func GetSeldonDeploymentName 

func GetSeldonDeploymentName(mlDep *SeldonDeployment) string

func GetServiceOrchestratorName 

func GetServiceOrchestratorName(mlDep *SeldonDeployment, p *PredictorSpec) string

func Resource 

func Resource(resource string) schema.GroupResource

Resource is required by pkg/client/listers/...

Types

type DeploymentStatus 

type DeploymentStatus struct {
	Name              string `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Status            string `json:"status,omitempty" protobuf:"string,2,opt,name=status"`
	Description       string `json:"description,omitempty" protobuf:"string,3,opt,name=description"`
	Replicas          int32  `json:"replicas,omitempty" protobuf:"string,4,opt,name=replicas"`
	AvailableReplicas int32  `json:"availableReplicas,omitempty" protobuf:"string,5,opt,name=availableRelicas"`
	ExplainerFor      string `json:"explainerFor,omitempty" protobuf:"string,6,opt,name=explainerFor"`
}

func (*DeploymentStatus) DeepCopy 

func (in *DeploymentStatus) DeepCopy() *DeploymentStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DeploymentStatus.

func (*DeploymentStatus) DeepCopyInto 

func (in *DeploymentStatus) DeepCopyInto(out *DeploymentStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Endpoint 

type Endpoint struct {
	ServiceHost string       `json:"service_host,omitempty" protobuf:"string,1,opt,name=service_host"`
	ServicePort int32        `json:"service_port,omitempty" protobuf:"int32,2,opt,name=service_port"`
	Type        EndpointType `json:"type,omitempty" protobuf:"int,3,opt,name=type"`
}

func (*Endpoint) DeepCopy 

func (in *Endpoint) DeepCopy() *Endpoint

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Endpoint.

func (*Endpoint) DeepCopyInto 

func (in *Endpoint) DeepCopyInto(out *Endpoint)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type EndpointType 

type EndpointType string
const (
	REST EndpointType = "REST"
	GRPC EndpointType = "GRPC"
)

type Explainer added in v0.4.0 

type Explainer struct {
	Type               string            `json:"type,omitempty" protobuf:"string,1,opt,name=type"`
	ModelUri           string            `json:"modelUri,omitempty" protobuf:"string,2,opt,name=modelUri"`
	ServiceAccountName string            `json:"serviceAccountName,omitempty" protobuf:"string,3,opt,name=serviceAccountName"`
	ContainerSpec      v1.Container      `json:"containerSpec,omitempty" protobuf:"bytes,4,opt,name=containerSpec"`
	Config             map[string]string `json:"config,omitempty" protobuf:"bytes,5,opt,name=config"`
	Endpoint           *Endpoint         `json:"endpoint,omitempty" protobuf:"bytes,6,opt,name=endpoint"`
	EnvSecretRefName   string            `json:"envSecretRefName,omitempty" protobuf:"bytes,7,opt,name=envSecretRefName"`
}

func (*Explainer) DeepCopy added in v0.4.0 

func (in *Explainer) DeepCopy() *Explainer

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Explainer.

func (*Explainer) DeepCopyInto added in v0.4.0 

func (in *Explainer) DeepCopyInto(out *Explainer)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type Parameter 

type Parameter struct {
	Name  string       `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Value string       `json:"value,omitempty" protobuf:"string,2,opt,name=value"`
	Type  ParmeterType `json:"type,omitempty" protobuf:"int,3,opt,name=type"`
}

func (*Parameter) DeepCopy 

func (in *Parameter) DeepCopy() *Parameter

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Parameter.

func (*Parameter) DeepCopyInto 

func (in *Parameter) DeepCopyInto(out *Parameter)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ParmeterType 

type ParmeterType string
const (
	INT    ParmeterType = "INT"
	FLOAT  ParmeterType = "FLOAT"
	DOUBLE ParmeterType = "DOUBLE"
	STRING ParmeterType = "STRING"
	BOOL   ParmeterType = "BOOL"
)

type PredictiveUnit 

type PredictiveUnit struct {
	Name               string                        `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Children           []PredictiveUnit              `json:"children,omitempty" protobuf:"bytes,2,opt,name=children"`
	Type               *PredictiveUnitType           `json:"type,omitempty" protobuf:"int,3,opt,name=type"`
	Implementation     *PredictiveUnitImplementation `json:"implementation,omitempty" protobuf:"int,4,opt,name=implementation"`
	Methods            *[]PredictiveUnitMethod       `json:"methods,omitempty" protobuf:"int,5,opt,name=methods"`
	Endpoint           *Endpoint                     `json:"endpoint,omitempty" protobuf:"bytes,6,opt,name=endpoint"`
	Parameters         []Parameter                   `json:"parameters,omitempty" protobuf:"bytes,7,opt,name=parameters"`
	ModelURI           string                        `json:"modelUri,omitempty" protobuf:"bytes,8,opt,name=modelUri"`
	ServiceAccountName string                        `json:"serviceAccountName,omitempty" protobuf:"bytes,9,opt,name=serviceAccountName"`
	EnvSecretRefName   string                        `json:"envSecretRefName,omitempty" protobuf:"bytes,10,opt,name=envSecretRefName"`
}

func GetEnginePredictiveUnit added in v0.4.0 

func GetEnginePredictiveUnit(pu *PredictiveUnit) *PredictiveUnit

if engine is not separated then this tells us which pu it should go on, as the mutating webhook handler has set host as localhost on the pu

func GetPredcitiveUnit 

func GetPredcitiveUnit(pu *PredictiveUnit, name string) *PredictiveUnit

func GetPredictiveUnitList added in v0.4.0 

func GetPredictiveUnitList(p *PredictiveUnit) (list []*PredictiveUnit)

func (*PredictiveUnit) DeepCopy 

func (in *PredictiveUnit) DeepCopy() *PredictiveUnit

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictiveUnit.

func (*PredictiveUnit) DeepCopyInto 

func (in *PredictiveUnit) DeepCopyInto(out *PredictiveUnit)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type PredictiveUnitImplementation 

type PredictiveUnitImplementation string
const (
	UNKNOWN_IMPLEMENTATION PredictiveUnitImplementation = "UNKNOWN_IMPLEMENTATION"
	SIMPLE_MODEL           PredictiveUnitImplementation = "SIMPLE_MODEL"
	SIMPLE_ROUTER          PredictiveUnitImplementation = "SIMPLE_ROUTER"
	RANDOM_ABTEST          PredictiveUnitImplementation = "RANDOM_ABTEST"
	AVERAGE_COMBINER       PredictiveUnitImplementation = "AVERAGE_COMBINER"
	SKLEARN_SERVER         PredictiveUnitImplementation = "SKLEARN_SERVER"
	XGBOOST_SERVER         PredictiveUnitImplementation = "XGBOOST_SERVER"
	TENSORFLOW_SERVER      PredictiveUnitImplementation = "TENSORFLOW_SERVER"
	MLFLOW_SERVER          PredictiveUnitImplementation = "MLFLOW_SERVER"
)

type PredictiveUnitMethod 

type PredictiveUnitMethod string
const (
	TRANSFORM_INPUT  PredictiveUnitMethod = "TRANSFORM_INPUT"
	TRANSFORM_OUTPUT PredictiveUnitMethod = "TRANSFORM_OUTPUT"
	ROUTE            PredictiveUnitMethod = "ROUTE"
	AGGREGATE        PredictiveUnitMethod = "AGGREGATE"
	SEND_FEEDBACK    PredictiveUnitMethod = "SEND_FEEDBACK"
)

type PredictiveUnitType 

type PredictiveUnitType string
const (
	UNKNOWN_TYPE       PredictiveUnitType = "UNKNOWN_TYPE"
	ROUTER             PredictiveUnitType = "ROUTER"
	COMBINER           PredictiveUnitType = "COMBINER"
	MODEL              PredictiveUnitType = "MODEL"
	TRANSFORMER        PredictiveUnitType = "TRANSFORMER"
	OUTPUT_TRANSFORMER PredictiveUnitType = "OUTPUT_TRANSFORMER"
)

type PredictorSpec 

type PredictorSpec struct {
	Name            string                  `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Graph           *PredictiveUnit         `json:"graph,omitempty" protobuf:"bytes,2,opt,name=predictiveUnit"`
	ComponentSpecs  []*SeldonPodSpec        `json:"componentSpecs,omitempty" protobuf:"bytes,3,opt,name=componentSpecs"`
	Replicas        int32                   `json:"replicas,omitempty" protobuf:"string,4,opt,name=replicas"`
	Annotations     map[string]string       `json:"annotations,omitempty" protobuf:"bytes,5,opt,name=annotations"`
	EngineResources v1.ResourceRequirements `json:"engineResources,omitempty" protobuf:"bytes,6,opt,name=engineResources"`
	Labels          map[string]string       `json:"labels,omitempty" protobuf:"bytes,7,opt,name=labels"`
	SvcOrchSpec     SvcOrchSpec             `json:"svcOrchSpec,omitempty" protobuf:"bytes,8,opt,name=svcOrchSpec"`
	Traffic         int32                   `json:"traffic,omitempty" protobuf:"bytes,9,opt,name=traffic"`
	Explainer       Explainer               `json:"explainer,omitempty" protobuf:"bytes,10,opt,name=explainer"`
}

func (*PredictorSpec) DeepCopy 

func (in *PredictorSpec) DeepCopy() *PredictorSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictorSpec.

func (*PredictorSpec) DeepCopyInto 

func (in *PredictorSpec) DeepCopyInto(out *PredictorSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SeldonDeployment 

type SeldonDeployment struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`

	Spec   SeldonDeploymentSpec   `json:"spec,omitempty"`
	Status SeldonDeploymentStatus `json:"status,omitempty"`
}

SeldonDeployment is the Schema for the seldondeployments API +k8s:openapi-gen=true +kubebuilder:resource:shortName=sdep +kubebuilder:subresource:status

func (*SeldonDeployment) DeepCopy 

func (in *SeldonDeployment) DeepCopy() *SeldonDeployment

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonDeployment.

func (*SeldonDeployment) DeepCopyInto 

func (in *SeldonDeployment) DeepCopyInto(out *SeldonDeployment)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*SeldonDeployment) DeepCopyObject 

func (in *SeldonDeployment) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type SeldonDeploymentList 

type SeldonDeploymentList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []SeldonDeployment `json:"items"`
}

SeldonDeploymentList contains a list of SeldonDeployment

func (*SeldonDeploymentList) DeepCopy 

func (in *SeldonDeploymentList) DeepCopy() *SeldonDeploymentList

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonDeploymentList.

func (*SeldonDeploymentList) DeepCopyInto 

func (in *SeldonDeploymentList) DeepCopyInto(out *SeldonDeploymentList)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

func (*SeldonDeploymentList) DeepCopyObject 

func (in *SeldonDeploymentList) DeepCopyObject() runtime.Object

DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.

type SeldonDeploymentSpec 

type SeldonDeploymentSpec struct {
	Name        string            `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Predictors  []PredictorSpec   `json:"predictors,omitempty" protobuf:"bytes,2,opt,name=name"`
	OauthKey    string            `json:"oauth_key,omitempty" protobuf:"string,3,opt,name=oauth_key"`
	OauthSecret string            `json:"oauth_secret,omitempty" protobuf:"string,4,opt,name=oauth_secret"`
	Annotations map[string]string `json:"annotations,omitempty" protobuf:"bytes,5,opt,name=annotations"`
}

SeldonDeploymentSpec defines the desired state of SeldonDeployment

func (*SeldonDeploymentSpec) DeepCopy 

func (in *SeldonDeploymentSpec) DeepCopy() *SeldonDeploymentSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonDeploymentSpec.

func (*SeldonDeploymentSpec) DeepCopyInto 

func (in *SeldonDeploymentSpec) DeepCopyInto(out *SeldonDeploymentSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SeldonDeploymentStatus 

type SeldonDeploymentStatus struct {
	State            string                      `json:"state,omitempty" protobuf:"string,1,opt,name=state"`
	Description      string                      `json:"description,omitempty" protobuf:"string,2,opt,name=description"`
	DeploymentStatus map[string]DeploymentStatus `json:"deploymentStatus,omitempty" protobuf:"bytes,3,opt,name=deploymentStatus"`
	ServiceStatus    map[string]ServiceStatus    `json:"serviceStatus,omitempty" protobuf:"bytes,4,opt,name=serviceStatus"`
}

SeldonDeploymentStatus defines the observed state of SeldonDeployment

func (*SeldonDeploymentStatus) DeepCopy 

func (in *SeldonDeploymentStatus) DeepCopy() *SeldonDeploymentStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonDeploymentStatus.

func (*SeldonDeploymentStatus) DeepCopyInto 

func (in *SeldonDeploymentStatus) DeepCopyInto(out *SeldonDeploymentStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SeldonHpaSpec 

type SeldonHpaSpec struct {
	MinReplicas *int32                          `json:"minReplicas,omitempty" protobuf:"int,1,opt,name=minReplicas"`
	MaxReplicas int32                           `json:"maxReplicas,omitempty" protobuf:"int,2,opt,name=maxReplicas"`
	Metrics     []autoscalingv2beta2.MetricSpec `json:"metrics,omitempty" protobuf:"bytes,3,opt,name=metrics"`
}

func (*SeldonHpaSpec) DeepCopy 

func (in *SeldonHpaSpec) DeepCopy() *SeldonHpaSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonHpaSpec.

func (*SeldonHpaSpec) DeepCopyInto 

func (in *SeldonHpaSpec) DeepCopyInto(out *SeldonHpaSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SeldonPodSpec 

type SeldonPodSpec struct {
	Metadata metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec     v1.PodSpec        `json:"spec,omitempty" protobuf:"bytes,2,opt,name=spec"`
	HpaSpec  *SeldonHpaSpec    `json:"hpaSpec,omitempty" protobuf:"bytes,3,opt,name=hpaSpec"`
}

func (*SeldonPodSpec) DeepCopy 

func (in *SeldonPodSpec) DeepCopy() *SeldonPodSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SeldonPodSpec.

func (*SeldonPodSpec) DeepCopyInto 

func (in *SeldonPodSpec) DeepCopyInto(out *SeldonPodSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type ServiceStatus 

type ServiceStatus struct {
	SvcName      string `json:"svcName,omitempty" protobuf:"string,1,opt,name=svcName"`
	HttpEndpoint string `json:"httpEndpoint,omitempty" protobuf:"string,2,opt,name=httpEndpoint"`
	GrpcEndpoint string `json:"grpcEndpoint,omitempty" protobuf:"string,3,opt,name=grpcEndpoint"`
	ExplainerFor string `json:"explainerFor,omitempty" protobuf:"string,4,opt,name=explainerFor"`
}

func (*ServiceStatus) DeepCopy 

func (in *ServiceStatus) DeepCopy() *ServiceStatus

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ServiceStatus.

func (*ServiceStatus) DeepCopyInto 

func (in *ServiceStatus) DeepCopyInto(out *ServiceStatus)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

type SvcOrchSpec 

type SvcOrchSpec struct {
	Resources *v1.ResourceRequirements `json:"resources,omitempty" protobuf:"bytes,1,opt,name=resources"`
	Env       []*v1.EnvVar             `json:"env,omitempty" protobuf:"bytes,2,opt,name=env"`
}

func (*SvcOrchSpec) DeepCopy 

func (in *SvcOrchSpec) DeepCopy() *SvcOrchSpec

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new SvcOrchSpec.

func (*SvcOrchSpec) DeepCopyInto 

func (in *SvcOrchSpec) DeepCopyInto(out *SvcOrchSpec)

DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.

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