v1alpha1

package
v0.6.1 Latest Latest
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 Go to latest Published: Aug 30, 2021 License: Apache-2.0 Imports: 17 Imported by: 0

Documentation

Overview

Package v1alpha1 contains API Schema definitions for the serving v1alpha1 API group +k8s:openapi-gen=true +k8s:deepcopy-gen=package,register +k8s:conversion-gen=kfserving/pkg/apis/serving +k8s:defaulter-gen=TypeMeta +groupName=serving.kubeflow.org

Index

Constants

View Source 
const (
	// InferenceServiceReady is set when inference service reported readiness
	InferenceServiceReady apis.ConditionType = "InferenceServiceReady"
	// FrameworkSupported is set when predictor reports framework check
	FrameworkSupported apis.ConditionType = "FrameworkSupported"
	// MemoryResourceAvailable is set when inference service reported resources availability
	MemoryResourceAvailable apis.ConditionType = "MemoryResourceAvailable"
	// IsMMSPredictor is set when inference service predictor is set to multi-model serving
	IsMMSPredictor apis.ConditionType = "IsMMSPredictor"
)

ConditionType represents a Service condition value

View Source 
const (
	CommaSpaceSeparator                 = ", "
	TmNameFmt                    string = "[a-zA-Z0-9_-]+"
	InvalidTmNameFormatError            = "" /* 180-byte string literal not displayed */
	InvalidStorageUriFormatError        = "" /* 144-byte string literal not displayed */
	InvalidTmMemoryModification         = "the Trained Model \"%s\" memory field is immutable. The memory was \"%s\" but it is updated to \"%s\""
)

regular expressions for validation of isvc name

Variables

View Source 
var (

	// regular expressions for validation of tm name
	TmRegexp = regexp.MustCompile("^" + TmNameFmt + "$")
	// protocols that are accepted by storage uri
	StorageUriProtocols = strings.Join(storage.GetAllProtocol(), CommaSpaceSeparator)
)
View Source 
var (
	// APIVersion is the current API version used to register these objects
	APIVersion = "v1alpha1"

	// SchemeGroupVersion is group version used to register these objects
	SchemeGroupVersion = schema.GroupVersion{Group: constants.KFServingAPIGroupName, Version: APIVersion}

	// 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 Resource 

func Resource(resource string) schema.GroupResource

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

Types

type ModelSpec 

type ModelSpec struct {
	// Storage URI for the model repository
	StorageURI string `json:"storageUri"`
	// Machine Learning <framework name>
	// The values could be: "tensorflow","pytorch","sklearn","onnx","xgboost", "myawesomeinternalframework" etc.
	Framework string `json:"framework"`
	// Maximum memory this model will consume, this field is used to decide if a model server has enough memory to load this model.
	Memory resource.Quantity `json:"memory"`
}

ModelSpec describes a TrainedModel +k8s:openapi-gen=true

func (*ModelSpec) DeepCopy 

func (in *ModelSpec) DeepCopy() *ModelSpec

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

func (*ModelSpec) DeepCopyInto 

func (in *ModelSpec) DeepCopyInto(out *ModelSpec)

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

type TrainedModel added in v0.5.0 

type TrainedModel struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              TrainedModelSpec   `json:"spec,omitempty"`
	Status            TrainedModelStatus `json:"status,omitempty"`
}

TrainedModel is the Schema for the TrainedModel API +k8s:openapi-gen=true +kubebuilder:object:root=true +kubebuilder:subresource:status +kubebuilder:printcolumn:name="URL",type="string",JSONPath=".status.url" +kubebuilder:printcolumn:name="Ready",type="string",JSONPath=".status.conditions[?(@.type=='Ready')].status" +kubebuilder:printcolumn:name="Age",type="date",JSONPath=".metadata.creationTimestamp" +kubebuilder:resource:path=trainedmodels,shortName=tm,singular=trainedmodel

func (*TrainedModel) DeepCopy added in v0.5.0 

func (in *TrainedModel) DeepCopy() *TrainedModel

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

func (*TrainedModel) DeepCopyInto added in v0.5.0 

func (in *TrainedModel) DeepCopyInto(out *TrainedModel)

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

func (*TrainedModel) DeepCopyObject added in v0.5.0 

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

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

func (*TrainedModel) ValidateCreate added in v0.5.1 

func (tm *TrainedModel) ValidateCreate() error

ValidateCreate implements webhook.Validator so a webhook will be registered for the type

func (*TrainedModel) ValidateDelete added in v0.5.1 

func (tm *TrainedModel) ValidateDelete() error

ValidateDelete implements webhook.Validator so a webhook will be registered for the type

func (*TrainedModel) ValidateUpdate added in v0.5.1 

func (tm *TrainedModel) ValidateUpdate(old runtime.Object) error

ValidateUpdate implements webhook.Validator so a webhook will be registered for the type

type TrainedModelList added in v0.5.0 

type TrainedModelList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	// +listType=set
	Items []TrainedModel `json:"items"`
}

TrainedModelList contains a list of TrainedModel +k8s:openapi-gen=true +kubebuilder:object:root=true

func (*TrainedModelList) DeepCopy added in v0.5.0 

func (in *TrainedModelList) DeepCopy() *TrainedModelList

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

func (*TrainedModelList) DeepCopyInto added in v0.5.0 

func (in *TrainedModelList) DeepCopyInto(out *TrainedModelList)

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

func (*TrainedModelList) DeepCopyObject added in v0.5.0 

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

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

func (*TrainedModelList) TotalRequestedMemory added in v0.6.0 

func (tms *TrainedModelList) TotalRequestedMemory() resource.Quantity

type TrainedModelSpec added in v0.5.0 

type TrainedModelSpec struct {
	// parent inference service to deploy to
	// +required
	InferenceService string `json:"inferenceService"`
	// Predictor model spec
	// +required
	Model ModelSpec `json:"model"`
}

TrainedModelSpec defines the TrainedModel spec +k8s:openapi-gen=true

func (*TrainedModelSpec) DeepCopy added in v0.5.0 

func (in *TrainedModelSpec) DeepCopy() *TrainedModelSpec

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

func (*TrainedModelSpec) DeepCopyInto added in v0.5.0 

func (in *TrainedModelSpec) DeepCopyInto(out *TrainedModelSpec)

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

type TrainedModelStatus added in v0.5.0 

type TrainedModelStatus struct {
	// Conditions for trained model
	duckv1.Status `json:",inline"`
	// URL holds the url that will distribute traffic over the provided traffic targets.
	// For v1: http[s]://{route-name}.{route-namespace}.{cluster-level-suffix}/v1/models/<trainedmodel>:predict
	// For v2: http[s]://{route-name}.{route-namespace}.{cluster-level-suffix}/v2/models/<trainedmodel>/infer
	URL *apis.URL `json:"url,omitempty"`
	// Addressable endpoint for the deployed trained model
	// http://<inferenceservice.metadata.name>/v1/models/<trainedmodel>.metadata.name
	Address *duckv1.Addressable `json:"address,omitempty"`
}

TrainedModelStatus defines the observed state of TrainedModel

func (*TrainedModelStatus) DeepCopy added in v0.5.0 

func (in *TrainedModelStatus) DeepCopy() *TrainedModelStatus

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

func (*TrainedModelStatus) DeepCopyInto added in v0.5.0 

func (in *TrainedModelStatus) DeepCopyInto(out *TrainedModelStatus)

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

func (*TrainedModelStatus) GetCondition added in v0.5.1 

func (ss *TrainedModelStatus) GetCondition(t apis.ConditionType) *apis.Condition

GetCondition returns the condition by name.

func (*TrainedModelStatus) InitializeConditions added in v0.5.1 

func (ss *TrainedModelStatus) InitializeConditions()

func (*TrainedModelStatus) IsConditionReady added in v0.5.1 

func (ss *TrainedModelStatus) IsConditionReady(t apis.ConditionType) bool

IsConditionReady returns the readiness for a given condition

func (*TrainedModelStatus) IsReady added in v0.5.1 

func (ss *TrainedModelStatus) IsReady() bool

IsReady returns if the service is ready to serve the requested configuration.

func (*TrainedModelStatus) SetCondition added in v0.5.1 

func (ss *TrainedModelStatus) SetCondition(conditionType apis.ConditionType, condition *apis.Condition)

Source Files

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