v1

package
v0.3.1 Latest Latest
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 Go to latest Published: Aug 24, 2025 License: Apache-2.0 Imports: 8 Imported by: 0

Documentation

Overview

+k8s:deepcopy-gen=package +groupName=ml.llmos.ai

+k8s:deepcopy-gen=package +groupName=ml.llmos.ai

+k8s:deepcopy-gen=package +groupName=ml.llmos.ai

Index

Constants

This section is empty.

Variables

View Source 
var (
	DatasetResourceName           = "datasets"
	DatasetVersionResourceName    = "datasetversions"
	LocalModelResourceName        = "localmodels"
	LocalModelVersionResourceName = "localmodelversions"
	ModelResourceName             = "models"
	ModelServiceResourceName      = "modelservices"
	NotebookResourceName          = "notebooks"
	RegistryResourceName          = "registries"
)
View Source 
var (
	SchemeBuilder = runtime.NewSchemeBuilder(addKnownTypes)
	AddToScheme   = SchemeBuilder.AddToScheme
)
View Source 
var Accessible condition.Cond = "accessible"
View Source 
var (
	Ready condition.Cond = "ready"
)
View Source 
var SchemeGroupVersion = schema.GroupVersion{Group: ml.GroupName, Version: "v1"}

SchemeGroupVersion is group version used to register these objects

Functions

func Kind 

func Kind(kind string) schema.GroupKind

Kind takes an unqualified kind and returns back a Group qualified GroupKind

func Resource 

func Resource(resource string) schema.GroupResource

Resource takes an unqualified resource and returns a Group qualified GroupResource

Types

type CopyFrom added in v0.3.0 

type CopyFrom struct {
	Namespace string `json:"namespace"`
	Dataset   string `json:"dataset"`
	Version   string `json:"version"`
}

func (*CopyFrom) DeepCopy added in v0.3.0 

func (in *CopyFrom) DeepCopy() *CopyFrom

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

func (*CopyFrom) DeepCopyInto added in v0.3.0 

func (in *CopyFrom) DeepCopyInto(out *CopyFrom)

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

type Dataset added in v0.3.0 

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

	Spec   DatasetSpec   `json:"spec,omitempty"`
	Status DatasetStatus `json:"status,omitempty"`
}

Dataset is a definition for the LLM Dataset

func NewDataset added in v0.3.0 

func NewDataset(namespace, name string, obj Dataset) *Dataset

func (*Dataset) DeepCopy added in v0.3.0 

func (in *Dataset) DeepCopy() *Dataset

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

func (*Dataset) DeepCopyInto added in v0.3.0 

func (in *Dataset) DeepCopyInto(out *Dataset)

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

func (*Dataset) DeepCopyObject added in v0.3.0 

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

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

type DatasetCard added in v0.3.0 

type DatasetCard struct {
	// +optional
	Description string          `json:"description,omitempty"`
	MetaData    DatasetMetaData `json:"metadata"`
}

DatasetCard contains metadata and description for a dataset Reference: https://huggingface.co/docs/datasets/dataset_card

func (*DatasetCard) DeepCopy added in v0.3.0 

func (in *DatasetCard) DeepCopy() *DatasetCard

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

func (*DatasetCard) DeepCopyInto added in v0.3.0 

func (in *DatasetCard) DeepCopyInto(out *DatasetCard)

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

type DatasetList added in v0.3.0 

type DatasetList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []Dataset `json:"items"`
}

DatasetList is a list of Dataset resources

func (*DatasetList) DeepCopy added in v0.3.0 

func (in *DatasetList) DeepCopy() *DatasetList

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

func (*DatasetList) DeepCopyInto added in v0.3.0 

func (in *DatasetList) DeepCopyInto(out *DatasetList)

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

func (*DatasetList) DeepCopyObject added in v0.3.0 

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

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

type DatasetMetaData added in v0.3.0 

type DatasetMetaData struct {
	Tags        []string `json:"tags,omitempty"`        // Tags associated with the dataset
	License     string   `json:"license,omitempty"`     // License under which the dataset is released
	SplitTypes  []string `json:"splitTypes,omitempty"`  // Types of splits (e.g., train, test, validation)
	Features    []string `json:"features,omitempty"`    // Features included in the dataset
	NumSamples  int      `json:"numSamples,omitempty"`  // Total number of samples in the dataset
	Language    string   `json:"language,omitempty"`    // Language of the dataset
	Citation    string   `json:"citation,omitempty"`    // Citation information for the dataset
	Homepage    string   `json:"homepage,omitempty"`    // Homepage of the dataset
	DownloadURL string   `json:"downloadUrl,omitempty"` // URL to download the dataset
	Authors     []string `json:"authors,omitempty"`     // Authors of the dataset
	Contact     string   `json:"contact,omitempty"`     // Contact information for the dataset
}

DatasetMetaData is the metadata of a dataset

func (*DatasetMetaData) DeepCopy added in v0.3.0 

func (in *DatasetMetaData) DeepCopy() *DatasetMetaData

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

func (*DatasetMetaData) DeepCopyInto added in v0.3.0 

func (in *DatasetMetaData) DeepCopyInto(out *DatasetMetaData)

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

type DatasetMounting added in v0.3.0 

type DatasetMounting struct {
	DatasetName string `json:"datasetName"`
	Version     string `json:"version"`
	MountPath   string `json:"mountPath"`
}

func (*DatasetMounting) DeepCopy added in v0.3.0 

func (in *DatasetMounting) DeepCopy() *DatasetMounting

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

func (*DatasetMounting) DeepCopyInto added in v0.3.0 

func (in *DatasetMounting) DeepCopyInto(out *DatasetMounting)

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

type DatasetSpec added in v0.3.0 

type DatasetSpec struct {
	// +optional
	Card *DatasetCard `json:"datasetCard,omitempty"`

	Registry string `json:"registry"`
}

DatasetSpec defines the desired state of Dataset

func (*DatasetSpec) DeepCopy added in v0.3.0 

func (in *DatasetSpec) DeepCopy() *DatasetSpec

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

func (*DatasetSpec) DeepCopyInto added in v0.3.0 

func (in *DatasetSpec) DeepCopyInto(out *DatasetSpec)

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

type DatasetStatus added in v0.3.0 

type DatasetStatus struct {
	// Conditions is a list of conditions representing the status of the Dataset
	Conditions []common.Condition `json:"conditions,omitempty"`
	// RootPath is the root path of the dataset in the storage
	RootPath string `json:"path,omitempty"`
	// Versions is a list of versions of the dataset
	Versions []Version `json:"versions,omitempty"`
}

func (*DatasetStatus) DeepCopy added in v0.3.0 

func (in *DatasetStatus) DeepCopy() *DatasetStatus

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

func (*DatasetStatus) DeepCopyInto added in v0.3.0 

func (in *DatasetStatus) DeepCopyInto(out *DatasetStatus)

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

type DatasetVersion added in v0.3.0 

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

	Spec   DatasetVersionSpec   `json:"spec,omitempty"`
	Status DatasetVersionStatus `json:"status,omitempty"`
}

DatasetVersion is a definition for the LLM Dataset Version

func NewDatasetVersion added in v0.3.0 

func NewDatasetVersion(namespace, name string, obj DatasetVersion) *DatasetVersion

func (*DatasetVersion) DeepCopy added in v0.3.0 

func (in *DatasetVersion) DeepCopy() *DatasetVersion

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

func (*DatasetVersion) DeepCopyInto added in v0.3.0 

func (in *DatasetVersion) DeepCopyInto(out *DatasetVersion)

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

func (*DatasetVersion) DeepCopyObject added in v0.3.0 

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

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

type DatasetVersionList added in v0.3.0 

type DatasetVersionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []DatasetVersion `json:"items"`
}

DatasetVersionList is a list of DatasetVersion resources

func (*DatasetVersionList) DeepCopy added in v0.3.0 

func (in *DatasetVersionList) DeepCopy() *DatasetVersionList

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

func (*DatasetVersionList) DeepCopyInto added in v0.3.0 

func (in *DatasetVersionList) DeepCopyInto(out *DatasetVersionList)

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

func (*DatasetVersionList) DeepCopyObject added in v0.3.0 

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

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

type DatasetVersionSpec added in v0.3.0 

type DatasetVersionSpec struct {
	Dataset string `json:"dataset"`
	Version string `json:"version"`
	// +optional
	CopyFrom *CopyFrom `json:"copyFrom,omitempty"`
	// +optional
	Publish bool `json:"publish"`
}

DatasetVersionSpec defines the desired state of DatasetVersion

func (*DatasetVersionSpec) DeepCopy added in v0.3.0 

func (in *DatasetVersionSpec) DeepCopy() *DatasetVersionSpec

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

func (*DatasetVersionSpec) DeepCopyInto added in v0.3.0 

func (in *DatasetVersionSpec) DeepCopyInto(out *DatasetVersionSpec)

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

type DatasetVersionStatus added in v0.3.0 

type DatasetVersionStatus struct {
	Conditions []common.Condition `json:"conditions,omitempty"`

	Registry string `json:"registry"`
	RootPath string `json:"rootPath"`
	// +optional
	PublishStatus SnapshottingStatus `json:"publishStatus"`
}

func (*DatasetVersionStatus) DeepCopy added in v0.3.0 

func (in *DatasetVersionStatus) DeepCopy() *DatasetVersionStatus

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

func (*DatasetVersionStatus) DeepCopyInto added in v0.3.0 

func (in *DatasetVersionStatus) DeepCopyInto(out *DatasetVersionStatus)

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

type LocalModel added in v0.3.0 

type LocalModel struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              LocalModelSpec   `json:"spec,omitempty"`
	Status            LocalModelStatus `json:"status,omitempty"`
}

LocalModel is the model stored in the local storage The LocalModel acts as a parent resource for LocalModelVersion instances and provides registry/source information for downloading the model data.

func NewLocalModel added in v0.3.0 

func NewLocalModel(namespace, name string, obj LocalModel) *LocalModel

func (*LocalModel) DeepCopy added in v0.3.0 

func (in *LocalModel) DeepCopy() *LocalModel

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

func (*LocalModel) DeepCopyInto added in v0.3.0 

func (in *LocalModel) DeepCopyInto(out *LocalModel)

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

func (*LocalModel) DeepCopyObject added in v0.3.0 

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

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

type LocalModelList added in v0.3.0 

type LocalModelList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []LocalModel `json:"items"`
}

LocalModelList is a list of LocalModel resources

func (*LocalModelList) DeepCopy added in v0.3.0 

func (in *LocalModelList) DeepCopy() *LocalModelList

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

func (*LocalModelList) DeepCopyInto added in v0.3.0 

func (in *LocalModelList) DeepCopyInto(out *LocalModelList)

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

func (*LocalModelList) DeepCopyObject added in v0.3.0 

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

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

type LocalModelSpec added in v0.3.0 

type LocalModelSpec struct {
	// Registry can be the private registry or the public registry like huggingface.co
	Registry string `json:"registry"`
	// ModelName is the name of the model in the registry like deepseek-ai/deepseek-r1
	ModelName string `json:"modelName"`
	// +optional
	// DefaultVersion is the default version of the local model
	// If DefaultVersion is empty, choose the latest version
	DefaultVersion string `json:"defaultVersion"`
}

func (*LocalModelSpec) DeepCopy added in v0.3.0 

func (in *LocalModelSpec) DeepCopy() *LocalModelSpec

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

func (*LocalModelSpec) DeepCopyInto added in v0.3.0 

func (in *LocalModelSpec) DeepCopyInto(out *LocalModelSpec)

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

type LocalModelStatus added in v0.3.0 

type LocalModelStatus struct {
	// Conditions is a list of conditions representing the status of the Model
	Conditions         []common.Condition `json:"conditions,omitempty"`
	DefaultVersion     int                `json:"defaultVersion,omitempty"`
	DefaultVersionName string             `json:"defaultVersionName,omitempty"`
}

func (*LocalModelStatus) DeepCopy added in v0.3.0 

func (in *LocalModelStatus) DeepCopy() *LocalModelStatus

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

func (*LocalModelStatus) DeepCopyInto added in v0.3.0 

func (in *LocalModelStatus) DeepCopyInto(out *LocalModelStatus)

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

type LocalModelVersion added in v0.3.0 

type LocalModelVersion struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty"`
	Spec              LocalModelVersionSpec   `json:"spec,omitempty"`
	Status            LocalModelVersionStatus `json:"status,omitempty"`
}

LocalModelVersion is the version of local model It references its parent LocalModel via the localModel field. The controller will create appropriate PVCs and download jobs to fetch the model contents.

func NewLocalModelVersion added in v0.3.0 

func NewLocalModelVersion(namespace, name string, obj LocalModelVersion) *LocalModelVersion

func (*LocalModelVersion) DeepCopy added in v0.3.0 

func (in *LocalModelVersion) DeepCopy() *LocalModelVersion

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

func (*LocalModelVersion) DeepCopyInto added in v0.3.0 

func (in *LocalModelVersion) DeepCopyInto(out *LocalModelVersion)

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

func (*LocalModelVersion) DeepCopyObject added in v0.3.0 

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

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

type LocalModelVersionList added in v0.3.0 

type LocalModelVersionList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []LocalModelVersion `json:"items"`
}

LocalModelVersionList is a list of LocalModelVersion resources

func (*LocalModelVersionList) DeepCopy added in v0.3.0 

func (in *LocalModelVersionList) DeepCopy() *LocalModelVersionList

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

func (*LocalModelVersionList) DeepCopyInto added in v0.3.0 

func (in *LocalModelVersionList) DeepCopyInto(out *LocalModelVersionList)

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

func (*LocalModelVersionList) DeepCopyObject added in v0.3.0 

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

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

type LocalModelVersionSpec added in v0.3.0 

type LocalModelVersionSpec struct {
	LocalModel string `json:"localModel"`
}

func (*LocalModelVersionSpec) DeepCopy added in v0.3.0 

func (in *LocalModelVersionSpec) DeepCopy() *LocalModelVersionSpec

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

func (*LocalModelVersionSpec) DeepCopyInto added in v0.3.0 

func (in *LocalModelVersionSpec) DeepCopyInto(out *LocalModelVersionSpec)

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

type LocalModelVersionStatus added in v0.3.0 

type LocalModelVersionStatus struct {
	Version int `json:"version"`
	// Conditions is a list of conditions representing the status of the Model
	Conditions []common.Condition `json:"conditions,omitempty"`
	// +optional
	VolumeSnapshot string `json:"volumeSnapshot,omitempty"`
	// +optional
	SnapshottingStatus SnapshottingStatus `json:"snapshottingStatus,omitempty"`
}

func (*LocalModelVersionStatus) DeepCopy added in v0.3.0 

func (in *LocalModelVersionStatus) DeepCopy() *LocalModelVersionStatus

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

func (*LocalModelVersionStatus) DeepCopyInto added in v0.3.0 

func (in *LocalModelVersionStatus) DeepCopyInto(out *LocalModelVersionStatus)

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

type Model added in v0.3.0 

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

	Spec   ModelSpec   `json:"spec,omitempty"`
	Status ModelStatus `json:"status,omitempty"`
}

Model is a definition for the LLM Model

func NewModel added in v0.3.0 

func NewModel(namespace, name string, obj Model) *Model

func (*Model) DeepCopy added in v0.3.0 

func (in *Model) DeepCopy() *Model

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

func (*Model) DeepCopyInto added in v0.3.0 

func (in *Model) DeepCopyInto(out *Model)

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

func (*Model) DeepCopyObject added in v0.3.0 

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

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

type ModelCard added in v0.3.0 

type ModelCard struct {
	Description string        `json:"description"`
	MetaData    ModelMetaData `json:"metadata"`
}

ModelCard contains metadata and description for a model Reference: https://huggingface.co/docs/hub/models-cards

func (*ModelCard) DeepCopy added in v0.3.0 

func (in *ModelCard) DeepCopy() *ModelCard

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

func (*ModelCard) DeepCopyInto added in v0.3.0 

func (in *ModelCard) DeepCopyInto(out *ModelCard)

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

type ModelList added in v0.3.0 

type ModelList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []Model `json:"items"`
}

ModelList is a list of Model resources

func (*ModelList) DeepCopy added in v0.3.0 

func (in *ModelList) DeepCopy() *ModelList

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

func (*ModelList) DeepCopyInto added in v0.3.0 

func (in *ModelList) DeepCopyInto(out *ModelList)

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

func (*ModelList) DeepCopyObject added in v0.3.0 

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

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

type ModelMetaData added in v0.3.0 

type ModelMetaData struct {
	Tags              []string `json:"tags,omitempty"`              // Tags associated with the model
	License           string   `json:"license,omitempty"`           // License under which the model is released
	Datasets          []string `json:"datasets,omitempty"`          // Datasets used for training the model
	Metrics           []string `json:"metrics,omitempty"`           // Metrics used for evaluation
	Language          string   `json:"language,omitempty"`          // Programming language used in the model
	LibraryName       string   `json:"libraryName,omitempty"`       // Name of the library used
	LibraryVersion    string   `json:"libraryVersion,omitempty"`    // Version of the library used
	CPU               bool     `json:"cpu,omitempty"`               // Whether the model supports CPU
	GPU               bool     `json:"gpu,omitempty"`               // Whether the model supports GPU
	Framework         string   `json:"framework,omitempty"`         // Framework used for the model
	TrainingData      string   `json:"trainingData,omitempty"`      // Description of the training data
	EvaluationResults string   `json:"evaluationResults,omitempty"` // Results of the model evaluation
	BaseModel         string   `json:"baseModel,omitempty"`         // Base model information
}

ModelMetaData is the metadata of a model

func (*ModelMetaData) DeepCopy added in v0.3.0 

func (in *ModelMetaData) DeepCopy() *ModelMetaData

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

func (*ModelMetaData) DeepCopyInto added in v0.3.0 

func (in *ModelMetaData) DeepCopyInto(out *ModelMetaData)

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

type ModelService 

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

	Spec   ModelServiceSpec   `json:"spec,omitempty"`
	Status ModelServiceStatus `json:"status,omitempty"`
}

ModelService is a deployment for the LLM Model

func NewModelService 

func NewModelService(namespace, name string, obj ModelService) *ModelService

func (*ModelService) DeepCopy 

func (in *ModelService) DeepCopy() *ModelService

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

func (*ModelService) DeepCopyInto 

func (in *ModelService) DeepCopyInto(out *ModelService)

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

func (*ModelService) DeepCopyObject 

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

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

type ModelServiceList 

type ModelServiceList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []ModelService `json:"items"`
}

ModelServiceList is a list of ModelService resources

func (*ModelServiceList) DeepCopy 

func (in *ModelServiceList) DeepCopy() *ModelServiceList

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

func (*ModelServiceList) DeepCopyInto 

func (in *ModelServiceList) DeepCopyInto(out *ModelServiceList)

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

func (*ModelServiceList) DeepCopyObject 

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

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

type ModelServiceSpec 

type ModelServiceSpec struct {
	// +kubebuilder:validation:Enum:={"huggingface","modelscope","local"}
	// +kubebuilder:validation:Required
	ModelRegistry string `json:"modelRegistry"`

	// +kubebuilder:validation:Required
	ModelName string `json:"model"`

	// +optional, name of the model to serve in API
	ServedModelName string `json:"servedModelName,omitempty"`

	// +kubebuilder:validation:Required
	Replicas int32 `json:"replicas"`

	// selector is a label query over pods that should match the replica count.
	// It must match the pod template's labels.
	// More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/#label-selectors
	Selector *metav1.LabelSelector `json:"selector,omitempty"`

	// +kubebuilder:default:=ClusterIP
	ServiceType corev1.ServiceType `json:"serviceType,omitempty"`

	// +optional, list of persistent volume claims
	VolumeClaimTemplates []corev1.PersistentVolumeClaim `json:"volumeClaimTemplates,omitempty"`

	// +optional, modelService's statefulset update strategy
	UpdateStrategy v1.StatefulSetUpdateStrategy `json:"updateStrategy,omitempty"`

	// +optional, pod template spec of the model
	Template ModelServiceTemplateSpec `json:"template,omitempty"`

	// +optional, map of accelerator name to number of accelerators
	// e.g., 4090:2 means only schedule to a node with 2 4090 GPUs
	// TODO: support accelerators by node selection
	Accelerators map[string]uint8 `json:"accelerators,omitempty"`

	// +optional, enable gradio GUI of the model
	EnableGUI bool `json:"enableGUI,omitempty"`

	// +optional, tags of the model
	Tags []string `json:"tags,omitempty"`

	// +optional, pipeline tag of the model
	PipelineTag string `json:"pipelineTag,omitempty"`

	// +optional, library name of the model, e.g., transformers, diffusers, etc.
	LibraryName string `json:"libraryName,omitempty"`
}

ModelServiceSpec defines the desired state of ModelService

func (*ModelServiceSpec) DeepCopy 

func (in *ModelServiceSpec) DeepCopy() *ModelServiceSpec

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

func (*ModelServiceSpec) DeepCopyInto 

func (in *ModelServiceSpec) DeepCopyInto(out *ModelServiceSpec)

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

type ModelServiceStatus 

type ModelServiceStatus struct {
	Conditions []common.Condition `json:"conditions,omitempty"`
	// ReadyReplicas is the number of Pods created by the controller that have a Ready Condition
	ReadyReplicas int32 `json:"readyReplicas,omitempty"`
	// ContainerState is the mirror state of underlying container
	ContainerState corev1.ContainerState `json:"containerState,omitempty"`
	// State is the state of the model service
	State string `json:"state,omitempty"`
}

ModelServiceStatus defines the observed state of ModelService

func (*ModelServiceStatus) DeepCopy 

func (in *ModelServiceStatus) DeepCopy() *ModelServiceStatus

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

func (*ModelServiceStatus) DeepCopyInto 

func (in *ModelServiceStatus) DeepCopyInto(out *ModelServiceStatus)

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

type ModelServiceTemplateSpec 

type ModelServiceTemplateSpec struct {
	Spec corev1.PodSpec `json:"spec,omitempty"`
}

func (*ModelServiceTemplateSpec) DeepCopy 

func (in *ModelServiceTemplateSpec) DeepCopy() *ModelServiceTemplateSpec

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

func (*ModelServiceTemplateSpec) DeepCopyInto 

func (in *ModelServiceTemplateSpec) DeepCopyInto(out *ModelServiceTemplateSpec)

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

type ModelSpec added in v0.3.0 

type ModelSpec struct {
	// +optional
	Card *ModelCard `json:"modelCard,omitempty"`

	Registry string `json:"registry"`
}

ModelSpec defines the desired state of Model

func (*ModelSpec) DeepCopy added in v0.3.0 

func (in *ModelSpec) DeepCopy() *ModelSpec

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

func (*ModelSpec) DeepCopyInto added in v0.3.0 

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

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

type ModelStatus added in v0.3.0 

type ModelStatus struct {
	// Conditions is a list of conditions representing the status of the Model
	Conditions []common.Condition `json:"conditions,omitempty"`
	// RootPath is the root path of the model in the storage
	RootPath string `json:"path,omitempty"`
}

func (*ModelStatus) DeepCopy added in v0.3.0 

func (in *ModelStatus) DeepCopy() *ModelStatus

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

func (*ModelStatus) DeepCopyInto added in v0.3.0 

func (in *ModelStatus) DeepCopyInto(out *ModelStatus)

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

type Notebook 

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

	Spec   NotebookSpec   `json:"spec,omitempty"`
	Status NotebookStatus `json:"status,omitempty"`
}

Notebook is the Schema for the notebooks API

func NewNotebook 

func NewNotebook(namespace, name string, obj Notebook) *Notebook

func (*Notebook) DeepCopy 

func (in *Notebook) DeepCopy() *Notebook

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

func (*Notebook) DeepCopyInto 

func (in *Notebook) DeepCopyInto(out *Notebook)

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

func (*Notebook) DeepCopyObject 

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

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

type NotebookList 

type NotebookList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []Notebook `json:"items"`
}

NotebookList is a list of Notebook resources

func (*NotebookList) DeepCopy 

func (in *NotebookList) DeepCopy() *NotebookList

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

func (*NotebookList) DeepCopyInto 

func (in *NotebookList) DeepCopyInto(out *NotebookList)

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

func (*NotebookList) DeepCopyObject 

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

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

type NotebookSpec 

type NotebookSpec struct {
	// +optional, template describes the notebooks that will be created.
	Template NotebookTemplateSpec `json:"template,omitempty"`

	// +kubebuilder:validation:Required
	Replicas int32 `json:"replicas"`

	// selector is a label query over pods that should match the replica count.
	// It must match the pod template's labels.
	// More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/#label-selectors
	Selector *metav1.LabelSelector `json:"selector,omitempty"`

	// +optional, serviceType is the type of service that will be created.
	// +kubebuilder:default:=ClusterIP
	ServiceType corev1.ServiceType `json:"serviceType,omitempty"`

	// +optional, list of PersistentVolumeClaims that will be created.
	VolumeClaimTemplates []corev1.PersistentVolumeClaim `json:"volumeClaimTemplates,omitempty"`

	// +optional
	DatasetMountings []DatasetMounting `json:"datasetMountings,omitempty"`
}

NotebookSpec defines the desired state of Dataset

func (*NotebookSpec) DeepCopy 

func (in *NotebookSpec) DeepCopy() *NotebookSpec

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

func (*NotebookSpec) DeepCopyInto 

func (in *NotebookSpec) DeepCopyInto(out *NotebookSpec)

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

type NotebookStatus 

type NotebookStatus struct {
	// Conditions is an array of current conditions
	Conditions []common.Condition `json:"conditions"`
	// ReadyReplicas is the number of Pods created by the StatefulSet controller that have a Ready Condition.
	ReadyReplicas int32 `json:"readyReplicas"`
	// ContainerState is the mirror state of underlying container
	ContainerState corev1.ContainerState `json:"containerState,omitempty"`
	// State is the state of the notebook
	State string `json:"state,omitempty"`
}

NotebookStatus defines the observed state of Dataset

func (*NotebookStatus) DeepCopy 

func (in *NotebookStatus) DeepCopy() *NotebookStatus

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

func (*NotebookStatus) DeepCopyInto 

func (in *NotebookStatus) DeepCopyInto(out *NotebookStatus)

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

type NotebookTemplateSpec 

type NotebookTemplateSpec struct {
	Spec corev1.PodSpec `json:"spec,omitempty"`
}

func (*NotebookTemplateSpec) DeepCopy 

func (in *NotebookTemplateSpec) DeepCopy() *NotebookTemplateSpec

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

func (*NotebookTemplateSpec) DeepCopyInto 

func (in *NotebookTemplateSpec) DeepCopyInto(out *NotebookTemplateSpec)

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

type Registry added in v0.3.0 

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

	Spec   RegistrySpec   `json:"spec,omitempty"`
	Status RegistryStatus `json:"status,omitempty"`
}

Registry is a cluster-level resource for managing model registries

func NewRegistry added in v0.3.0 

func NewRegistry(namespace, name string, obj Registry) *Registry

func (*Registry) DeepCopy added in v0.3.0 

func (in *Registry) DeepCopy() *Registry

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

func (*Registry) DeepCopyInto added in v0.3.0 

func (in *Registry) DeepCopyInto(out *Registry)

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

func (*Registry) DeepCopyObject added in v0.3.0 

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

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

type RegistryList added in v0.3.0 

type RegistryList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata"`

	Items []Registry `json:"items"`
}

RegistryList is a list of Registry resources

func (*RegistryList) DeepCopy added in v0.3.0 

func (in *RegistryList) DeepCopy() *RegistryList

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

func (*RegistryList) DeepCopyInto added in v0.3.0 

func (in *RegistryList) DeepCopyInto(out *RegistryList)

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

func (*RegistryList) DeepCopyObject added in v0.3.0 

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

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

type RegistrySpec added in v0.3.0 

type RegistrySpec struct {
	// BackendType is the type of backend storage (e.g., S3)
	// +kubebuilder:validation:Enum=S3
	BackendType string `json:"backendType"`
	// +optional
	S3Config S3Config `json:"s3Config,omitempty"`
}

RegistrySpec defines the desired state of Registry

func (*RegistrySpec) DeepCopy added in v0.3.0 

func (in *RegistrySpec) DeepCopy() *RegistrySpec

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

func (*RegistrySpec) DeepCopyInto added in v0.3.0 

func (in *RegistrySpec) DeepCopyInto(out *RegistrySpec)

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

type RegistryStatus added in v0.3.0 

type RegistryStatus struct {
	// StorageAddress is the address of the registry where to store models and datasets
	StorageAddress string `json:"storageAddress,omitempty"`
	// Conditions is a list of conditions representing the status of the Registry
	Conditions []common.Condition `json:"conditions,omitempty"`
}

RegistryStatus defines the observed state of Registry

func (*RegistryStatus) DeepCopy added in v0.3.0 

func (in *RegistryStatus) DeepCopy() *RegistryStatus

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

func (*RegistryStatus) DeepCopyInto added in v0.3.0 

func (in *RegistryStatus) DeepCopyInto(out *RegistryStatus)

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

type S3Config added in v0.3.0 

type S3Config struct {
	// UseSSL indicates whether to use http or https
	UseSSL bool `json:"useSSL"`
	// Endpoint is the endpoint of the S3 storage
	Endpoint string `json:"endpoint"`
	// Bucket is the name of the S3 bucket
	Bucket string `json:"bucket"`
	// AccessCredentialSecretName is the name of the secret containing the access credentials
	AccessCredentialSecretName string `json:"accessCredentialSecretName"`
}

func (*S3Config) DeepCopy added in v0.3.0 

func (in *S3Config) DeepCopy() *S3Config

DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new S3Config.

func (*S3Config) DeepCopyInto added in v0.3.0 

func (in *S3Config) DeepCopyInto(out *S3Config)

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

type SnapshottingPhase added in v0.3.0 

type SnapshottingPhase string
const (
	SnapshottingPhasePreparePVC    SnapshottingPhase = "PreparePVC"
	SnapshottingPhasePVCReady      SnapshottingPhase = "PVCReady"
	SnapshottingPhaseDownloading   SnapshottingPhase = "Downloading"
	SnapshottingPhaseDownloaded    SnapshottingPhase = "Downloaded"
	SnapshottingPhaseSnapshotting  SnapshottingPhase = "Snapshotting"
	SnapshottingPhaseSnapshotReady SnapshottingPhase = "SnapshotReady"
	SnapshottingPhaseFailed        SnapshottingPhase = "Failed"
)

type SnapshottingStatus added in v0.3.0 

type SnapshottingStatus struct {
	// +optional
	// Phase is the phase of the VolumeSnapshot
	Phase SnapshottingPhase `json:"phase,omitempty"`
	// +optional
	LastTransitionTime metav1.Time `json:"lastTransitionTime"`
	// +optional
	Message string `json:"message,omitempty"`
	// +optional
	// SnapshotName is the name of the VolumeSnapshot created for this model version
	SnapshotName string `json:"snapshotName,omitempty"`
	// +optional
	// PVCName is the name of the PVC created for this model version
	PVCName string `json:"pvcName,omitempty"`
	// +optional
	// JobName is the name of the Job created for downloading the model
	JobName string `json:"jobName,omitempty"`
}

func (*SnapshottingStatus) DeepCopy added in v0.3.0 

func (in *SnapshottingStatus) DeepCopy() *SnapshottingStatus

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

func (*SnapshottingStatus) DeepCopyInto added in v0.3.0 

func (in *SnapshottingStatus) DeepCopyInto(out *SnapshottingStatus)

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

type Version added in v0.3.0 

type Version struct {
	Version    string `json:"version"`
	ObjectName string `json:"objectName"`
}

func (*Version) DeepCopy added in v0.3.0 

func (in *Version) DeepCopy() *Version

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

func (*Version) DeepCopyInto added in v0.3.0 

func (in *Version) DeepCopyInto(out *Version)

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

type Volume 

type Volume struct {
	Name string                           `json:"name"`
	Spec corev1.PersistentVolumeClaimSpec `json:"spec"`
}

func (*Volume) DeepCopy 

func (in *Volume) DeepCopy() *Volume

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

func (*Volume) DeepCopyInto 

func (in *Volume) DeepCopyInto(out *Volume)

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

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