v1alpha1

package
v0.4.898 Latest Latest
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 Go to latest Published: Jun 27, 2022 License: Apache-2.0 Imports: 21 Imported by: 1

Documentation

Overview

+groupName=catalog.modela.ai +kubebuilder:object:generate=true

Index

Constants

View Source 
const (
	ControlPort         int = 8080
	StoragePort         int = 8090
	DataPort            int = 8070
	PublisherPort       int = 8050
	TrainerPort         int = 8060
	PredictorPort       int = 8040
	BatchPredictionPort int = 8030
)
View Source 
const (
	LabJobRunnerRole        string = "lab-job-runner"
	LabJobRunnerSa          string = "lab-job-sa"
	LabJobRunnerRoleBinding string = "lab-job-runner-binding"

	ServingSiteJobRunnerRole        string = "servingsite-job-runner"
	ServingSiteJobRunnerSa          string = "servingsite-job-sa"
	ServingSiteJobRunnerRoleBinding string = "servingsite-job-runner-binding"

	ServingSitePredictorRole        string = "servingsite-predictor"
	ServingSitePredictorSa          string = "servingsite-predictor-sa"
	ServingSitePredictorRoleBinding string = "servingsite-predictor-binding"
)
View Source 
const (
	// catalog group
	AlgorithmLabelKey       = "modela.ai/algorithm"
	CloudLabelKey           = "modela.ai/cloud"
	ManagedImageLabelKey    = "modela.ai/managedimage"
	MLFrameworkLabelKey     = "modela.ai/mlframework"
	PretrainedModelLabelKey = "modela.ai/pretrainedmodel"
	PublicDatasetLabelKey   = "modela.ai/publicdataset"
	WorkloadClassLabelKey   = "modela.ai/workloadclass"

	// data group
	DataPipelineLabelKey        = "modela.ai/datapipline"
	DataPipeleRunLabelKey       = "modela.ai/datapipelinerun"
	DataProductLabelKey         = "modela.ai/dataproduct"
	DataProductVersionLabelKey  = "modela.ai/dataproductversion"
	DatasetLabelKey             = "modela.ai/dataset"
	DatasourceLabelKey          = "modela.ai/datasource"
	EntityLabelKey              = "modela.ai/entity"
	FeatureHistogramLabelKey    = "modela.ai/featurehistorgram"
	FeatureLabelKey             = "modela.ai/feature"
	FeaturePipelineLabelKey     = "modela.ai/featurepipeline"
	FeaturePipelineRunLabelKey  = "modela.ai/featurepipelinerun"
	FeatureSetLabelKey          = "modela.ai/featureset"
	LabelingPipelineLabelKey    = "modela.ai/labelingpipeline"
	LabelingPipelineRunLabelKey = "modela.ai/labelingpipelinerun"
	RecipeLabelKey              = "modela.ai/recipe"
	RecipeRunLabelKey           = "modela.ai/reciperun"
	SqlQueryLabelKey            = "modela.ai/sqlquery"
	SqlQueryRunLabelKey         = "modela.ai/sqlqueryrun"
	WebRequestLabelKey          = "modela.ai/webrequest"
	WebRequestRunLabelKey       = "modela.ai/webrequestrun"

	// inference
	CronPredictionLabelKey = "modela.ai/cronprediction"
	CurtainLabelKey        = "modela.ai/curtain"
	DataAppLabelKey        = "modela.ai/dataapp"
	PredictionLabelKey     = "modela.ai/prediction"
	PredictorLabelKey      = "modela.ai/predictor"

	AccountLabelKey        = "modela.ai/account"
	AlertLabelKey          = "modela.ai/alert"
	ApiTokenLabelKey       = "modela.ai/apitoken"
	AttachmentLabelKey     = "modela.ai/attachment"
	CommitLabelKey         = "modela.ai/commit"
	ConnectiLabelonKey     = "modela.ai/connection"
	LabLabelKey            = "modela.ai/lab"
	LicLenseLabelKey       = "modela.ai/license"
	NotifierLabelKey       = "modela.ai/notifier"
	ServingSiteLabelKey    = "modela.ai/servingsite"
	TenantLabelKey         = "modela.ai/tenant"
	UserClassLabelKey      = "modela.ai/userclass"
	VirtualBucketLabelKey  = "modela.ai/virtualbucket"
	VirtualClusterLabelKey = "modela.ai/virtualcluster"
	VirtualVolummeLabelKey = "modela.ai/virtualvolume"

	// team
	MeetingLabelKey    = "modela.ai/meeting"
	PostmortemLabelKey = "modela.ai/postmortem"
	ReviewLabelKey     = "modela.ai/review"
	RunbookLabelKey    = "modela.ai/runbook"
	TodoLabelKey       = "modela.ai/todo"

	// training
	CronReportLabelKey       = "modela.ai/cronreport"
	ModelAutobuilderLabelKey = "modela.ai/modelautobuilder"
	ModelLabelKey            = "modela.ai/model"
	ModelPipelineLabelKey    = "modela.ai/modelpipeline"
	ModelPipelineRunLabelKey = "modela.ai/modelpipelinerun"
	ModelCompilerRunLabelKey = "modela.ai/modelcompilerrun"
	NotebookLabelKey         = "modela.ai/notebook"
	NotebookRunLabelKey      = "modela.ai/notebookrun"
	ReportLabelKey           = "modela.ai/report"
	StudyLabelKey            = "modela.ai/study"
	TaskLabelKey             = "modela.ai/task"
	JobLabelKey              = "kubernetes.io/job"
	OwnerKindLabelKey        = "modela.ai/owner-kind"

	BranchLabelKey  = "branch"
	RoleLabelKey    = "labels"
	ChangedLabelKey = "changed"
)
View Source 
const CurrentVersion = "catalog.modela.ai/v1alpha1"

Variables

View Source 
var (
	ErrInvalidLengthGenerated        = fmt.Errorf("proto: negative length found during unmarshaling")
	ErrIntOverflowGenerated          = fmt.Errorf("proto: integer overflow")
	ErrUnexpectedEndOfGroupGenerated = fmt.Errorf("proto: unexpected end of group")
)
View Source 
var (
	SchemeBuilder = runtime.NewSchemeBuilder(AddKnownTypes)
	AddToScheme   = SchemeBuilder.AddToScheme
)
View Source 
var SchemeGroupVersion = schema.GroupVersion{Group: catalog.GroupName, Version: "v1alpha1"}

SchemeGroupVersion is group version used to register these objects

Functions

func AddKnownTypes 

func AddKnownTypes(scheme *k8sruntime.Scheme) error

Adds the list of known types to api.Scheme.

func IsBinaryClassification 

func IsBinaryClassification(task MLTask) bool

func IsMultiClass 

func IsMultiClass(task MLTask) bool

func IsRegression 

func IsRegression(task MLTask) bool

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 AccessType 

type AccessType string

AccessType define how client reach the predictor +kubebuilder:validation:Enum="cluster-ip";"node-port";"load-balancer";"ingress";"mesh";"none" 

const (
	// Use cluster port if the predictor is an internal micro service
	ClusterIPAccessType AccessType = "cluster-ip"
	// Use node port if the predictor can be accessed from outside the cluster
	NodePortAccessType AccessType = "node-port"
	// Use load balancer if the predictor can be accessed from outside the cluster
	LoadBalancerAccessType AccessType = "load-balancer"
	// Use ingress if the predictor should register with an ingress.
	IngressAccessType AccessType = "ingress"
	// Use service mesh if the predictor should register with a service mesh
	MeshAccessType AccessType = "mesh"
	// Use none if the desired port is none
	NoneAccessType AccessType = "none"
)

type Aggregate 

type Aggregate string

The Aggregate unit +kubebuilder:validation:Enum="min";"max";"avg";"median"; 

const (
	AggregateMin    Aggregate = "min"
	AggregateMax    Aggregate = "max"
	AggregateAvg    Aggregate = "avg"
	AggregateMedian Aggregate = "median"
	AggregateStddev Aggregate = "stddev"
	AggregateVar    Aggregate = "var"
)

type Algorithm 

type Algorithm struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              AlgorithmSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

Algorithm define the metadata about a machine learning algorithm. +kubebuilder:object:root=true +kubebuilder:resource:path=algorithms,singular=algorithm,shortName="alg",categories={catalog,modela,all} +kubebuilder:printcolumn:name="Framework",type="string",JSONPath=".spec.frameworkName",description="ML Framework name" +kubebuilder:printcolumn:name="Docs",type="string",JSONPath=".spec.url",description="" +kubebuilder:printcolumn:name="Task",type="string",JSONPath=".spec.task",description="ML task name" +kubebuilder:printcolumn:name="Age",type=date,JSONPath=`.metadata.creationTimestamp`

func (*Algorithm) DeepCopy 

func (in *Algorithm) DeepCopy() *Algorithm

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

func (*Algorithm) DeepCopyInto 

func (in *Algorithm) DeepCopyInto(out *Algorithm)

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

func (*Algorithm) DeepCopyObject 

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

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

func (*Algorithm) Default 

func (alg *Algorithm) Default()

func (*Algorithm) Descriptor 

func (*Algorithm) Descriptor() ([]byte, []int)

func (*Algorithm) Marshal 

func (m *Algorithm) Marshal() (dAtA []byte, err error)

func (*Algorithm) MarshalTo 

func (m *Algorithm) MarshalTo(dAtA []byte) (int, error)

func (*Algorithm) MarshalToSizedBuffer 

func (m *Algorithm) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Algorithm) ProtoMessage 

func (*Algorithm) ProtoMessage()

func (*Algorithm) RepEntry 

func (alg *Algorithm) RepEntry() (string, error)

func (*Algorithm) RepPath 

func (alg *Algorithm) RepPath(root string) (string, error)

Return the on disk rep location

func (*Algorithm) Reset 

func (m *Algorithm) Reset()

func (*Algorithm) Size 

func (m *Algorithm) Size() (n int)

func (*Algorithm) String 

func (this *Algorithm) String() string

func (*Algorithm) ToYamlFile 

func (alg *Algorithm) ToYamlFile() ([]byte, error)

func (*Algorithm) Unmarshal 

func (m *Algorithm) Unmarshal(dAtA []byte) error

func (Algorithm) Validate 

func (alg Algorithm) Validate() (bool, field.ErrorList)

func (*Algorithm) ValidateCreate 

func (alg *Algorithm) ValidateCreate() error

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

func (*Algorithm) ValidateDelete 

func (alg *Algorithm) ValidateDelete() error

func (*Algorithm) ValidateUpdate 

func (alg *Algorithm) ValidateUpdate(old runtime.Object) error

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

func (*Algorithm) XXX_DiscardUnknown 

func (m *Algorithm) XXX_DiscardUnknown()

func (*Algorithm) XXX_Marshal 

func (m *Algorithm) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Algorithm) XXX_Merge 

func (m *Algorithm) XXX_Merge(src proto.Message)

func (*Algorithm) XXX_Size 

func (m *Algorithm) XXX_Size() int

func (*Algorithm) XXX_Unmarshal 

func (m *Algorithm) XXX_Unmarshal(b []byte) error

type AlgorithmList 

type AlgorithmList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []Algorithm `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true AlgorithmList contains a list of Algorithm

func (*AlgorithmList) DeepCopy 

func (in *AlgorithmList) DeepCopy() *AlgorithmList

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

func (*AlgorithmList) DeepCopyInto 

func (in *AlgorithmList) DeepCopyInto(out *AlgorithmList)

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

func (*AlgorithmList) DeepCopyObject 

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

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

func (*AlgorithmList) Descriptor 

func (*AlgorithmList) Descriptor() ([]byte, []int)

func (*AlgorithmList) Marshal 

func (m *AlgorithmList) Marshal() (dAtA []byte, err error)

func (*AlgorithmList) MarshalTo 

func (m *AlgorithmList) MarshalTo(dAtA []byte) (int, error)

func (*AlgorithmList) MarshalToSizedBuffer 

func (m *AlgorithmList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*AlgorithmList) ProtoMessage 

func (*AlgorithmList) ProtoMessage()

func (*AlgorithmList) Reset 

func (m *AlgorithmList) Reset()

func (*AlgorithmList) Size 

func (m *AlgorithmList) Size() (n int)

func (*AlgorithmList) String 

func (this *AlgorithmList) String() string

func (*AlgorithmList) Unmarshal 

func (m *AlgorithmList) Unmarshal(dAtA []byte) error

func (*AlgorithmList) XXX_DiscardUnknown 

func (m *AlgorithmList) XXX_DiscardUnknown()

func (*AlgorithmList) XXX_Marshal 

func (m *AlgorithmList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*AlgorithmList) XXX_Merge 

func (m *AlgorithmList) XXX_Merge(src proto.Message)

func (*AlgorithmList) XXX_Size 

func (m *AlgorithmList) XXX_Size() int

func (*AlgorithmList) XXX_Unmarshal 

func (m *AlgorithmList) XXX_Unmarshal(b []byte) error

type AlgorithmSpec 

type AlgorithmSpec struct {
	// FrameworkName is a reference to library
	// +kubebuilder:validation:Required
	// +required
	FrameworkName string `json:"frameworkName,omitempty" protobuf:"bytes,1,opt,name=frameworkName"`
	// Description is the description of the algorithm
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,2,opt,name=description"`
	// URL is a url to the html page describing the algorithm
	// +kubebuilder:default:=""
	// +kubebuilder:validation:Optional
	URL *string `json:"url,omitempty" protobuf:"bytes,3,opt,name=url"`
	// Task is the machine learning task (binary classification / regression)
	// +kubebuilder:validation:Optional
	Task MLTask `json:"task" protobuf:"bytes,4,opt,name=task,casttype=MLTask"`
	// Sparse indicate if this algorithm can deal with sparse data
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Sparse *bool `json:"sparse,omitempty" protobuf:"varint,5,opt,name=sparse"`
	// IntegerParameters is the list of integer hyper parameter ranges.
	// +kubebuilder:validation:Optional
	IntegerParameters []IntParameter `json:"integerParameters,omitempty" protobuf:"bytes,6,rep,name=integerParameters"`
	// FloatParameters is the list of float hyper parameters ranges
	// +kubebuilder:validation:Optional
	FloatParameters []FloatParameter `json:"floatParameters,omitempty" protobuf:"bytes,7,rep,name=floatParameters"`
	// CategoricalParameters is the list of categorical hyper parameters ranges
	// +kubebuilder:validation:Optional
	CategoricalParameters []CategoricalParameter `json:"categoricalParameters,omitempty" protobuf:"bytes,8,rep,name=categoricalParameters"`
}

AlgorithmSpec describes the attributes of an machine learning algorithm

func (*AlgorithmSpec) DeepCopy 

func (in *AlgorithmSpec) DeepCopy() *AlgorithmSpec

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

func (*AlgorithmSpec) DeepCopyInto 

func (in *AlgorithmSpec) DeepCopyInto(out *AlgorithmSpec)

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

func (*AlgorithmSpec) Descriptor 

func (*AlgorithmSpec) Descriptor() ([]byte, []int)

func (*AlgorithmSpec) Marshal 

func (m *AlgorithmSpec) Marshal() (dAtA []byte, err error)

func (*AlgorithmSpec) MarshalTo 

func (m *AlgorithmSpec) MarshalTo(dAtA []byte) (int, error)

func (*AlgorithmSpec) MarshalToSizedBuffer 

func (m *AlgorithmSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*AlgorithmSpec) ProtoMessage 

func (*AlgorithmSpec) ProtoMessage()

func (*AlgorithmSpec) Reset 

func (m *AlgorithmSpec) Reset()

func (*AlgorithmSpec) Size 

func (m *AlgorithmSpec) Size() (n int)

func (*AlgorithmSpec) String 

func (this *AlgorithmSpec) String() string

func (*AlgorithmSpec) Unmarshal 

func (m *AlgorithmSpec) Unmarshal(dAtA []byte) error

func (*AlgorithmSpec) XXX_DiscardUnknown 

func (m *AlgorithmSpec) XXX_DiscardUnknown()

func (*AlgorithmSpec) XXX_Marshal 

func (m *AlgorithmSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*AlgorithmSpec) XXX_Merge 

func (m *AlgorithmSpec) XXX_Merge(src proto.Message)

func (*AlgorithmSpec) XXX_Size 

func (m *AlgorithmSpec) XXX_Size() int

func (*AlgorithmSpec) XXX_Unmarshal 

func (m *AlgorithmSpec) XXX_Unmarshal(b []byte) error

type ApiKeyName 

type ApiKeyName string

ApiKeyName is the secret or in env variable +kubebuilder:validation:Enum="provider";"keyfile";"accessKey";"secretKey";"host";"token";"username";"password";"port";"ssh";"openstack-authurl" 

const (
	ApiKeyNameProvider         ApiKeyName = "provider"
	ApiKeyNameKeyFile          ApiKeyName = "keyfile"
	ApiKeyNameAccessKey        ApiKeyName = "accessKey"
	ApiKeyNameSecretKey        ApiKeyName = "secretKey"
	ApiKeyNameHost             ApiKeyName = "host"
	ApiKeyNameToken            ApiKeyName = "token"
	ApiKeyNameApiKey           ApiKeyName = "apikey"
	ApiKeyNameUsername         ApiKeyName = "username"
	ApiKeyNamePassword         ApiKeyName = "password"
	ApiKeyNameURL              ApiKeyName = "url"
	ApiKeyNamePort             ApiKeyName = "port"
	ApiKeyNameDatabase         ApiKeyName = "database"
	ApiKeyNameSsh              ApiKeyName = "ssh"
	ApiKeyNameOpenstackAuthUrl ApiKeyName = "openstack-authurl"
)

func (ApiKeyName) AsCliOption 

func (ak ApiKeyName) AsCliOption() string

type AudioFeaturizer 

type AudioFeaturizer string

============================================================================== Audio Featurizer ==============================================================================

type CanaryMetric 

type CanaryMetric string

CanaryMetric is used when testing the canary +kubebuilder:validation:Enum="cpu";"mem";"latency";"crash" 

const (
	CpuCanaryMetric     CanaryMetric = "cpu"
	MemCanaryMetric     CanaryMetric = "mem"
	LatencyCanaryMetric CanaryMetric = "latency"
	CrashCanaryMetric   CanaryMetric = "crash"
)

type CategoricalEncoding 

type CategoricalEncoding string

============================================================================== CategoricalEncoding ============================================================================== +kubebuilder:validation:Enum="one-hot-encoding";"one-hot-encoding-top-categories";"ordinal-encoding";"count-encoding";"target-encoding";"weight-of-evidence-encoding";"binary-encoding";"label-encoding";"hash-encoding";"catboost-encoding";"loo-encoding";"no-encoding";"auto";"none" 

const (
	OneHotEncoding      CategoricalEncoding = "one-hot-encoding"
	OneHotEncoderTop    CategoricalEncoding = "one-hot-encoding-top-categories"
	OrdinalEncoding     CategoricalEncoding = "ordinal-encoding"
	CountEncoding       CategoricalEncoding = "count-encoding"
	TargetEncoding      CategoricalEncoding = "target-encoding"
	WoERatioEncoding    CategoricalEncoding = "weight-of-evidence-encoding"
	BinaryEncoding      CategoricalEncoding = "binary-encoding"
	LabelEncoding       CategoricalEncoding = "label-encoding"
	HashEncoding        CategoricalEncoding = "hash-encoding"
	CatboostEncoding    CategoricalEncoding = "catboost-encoding"
	LeaveOneOutEncoding CategoricalEncoding = "loo-encoding"
	NoEncoding          CategoricalEncoding = "no-encoding"
	AutoEncoding        CategoricalEncoding = "auto"
	NoneEncoding        CategoricalEncoding = "none"
)

func ParseCategoricalEncoding 

func ParseCategoricalEncoding(name string) CategoricalEncoding

type CategoricalParameter 

type CategoricalParameter struct {
	// Name is the name of the hyper parameter
	// +kubebuilder:validation:Optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// DefaultValue if the default categorical value
	DefaultValue string `json:"defaultValue,omitempty" protobuf:"bytes,2,opt,name=defaultValue"`
	// Enums defines the list of values
	// +kubebuilder:validation:Optional
	Enums []string `json:"enums,omitempty" protobuf:"bytes,3,rep,name=enums"`
}

CategoricalParameter contain the specification of an categorical hyper parameter

func (*CategoricalParameter) DeepCopy 

func (in *CategoricalParameter) DeepCopy() *CategoricalParameter

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

func (*CategoricalParameter) DeepCopyInto 

func (in *CategoricalParameter) DeepCopyInto(out *CategoricalParameter)

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

func (*CategoricalParameter) Descriptor 

func (*CategoricalParameter) Descriptor() ([]byte, []int)

func (*CategoricalParameter) Marshal 

func (m *CategoricalParameter) Marshal() (dAtA []byte, err error)

func (*CategoricalParameter) MarshalTo 

func (m *CategoricalParameter) MarshalTo(dAtA []byte) (int, error)

func (*CategoricalParameter) MarshalToSizedBuffer 

func (m *CategoricalParameter) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CategoricalParameter) ProtoMessage 

func (*CategoricalParameter) ProtoMessage()

func (*CategoricalParameter) Reset 

func (m *CategoricalParameter) Reset()

func (*CategoricalParameter) Size 

func (m *CategoricalParameter) Size() (n int)

func (*CategoricalParameter) String 

func (this *CategoricalParameter) String() string

func (*CategoricalParameter) Unmarshal 

func (m *CategoricalParameter) Unmarshal(dAtA []byte) error

func (*CategoricalParameter) XXX_DiscardUnknown 

func (m *CategoricalParameter) XXX_DiscardUnknown()

func (*CategoricalParameter) XXX_Marshal 

func (m *CategoricalParameter) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CategoricalParameter) XXX_Merge 

func (m *CategoricalParameter) XXX_Merge(src proto.Message)

func (*CategoricalParameter) XXX_Size 

func (m *CategoricalParameter) XXX_Size() int

func (*CategoricalParameter) XXX_Unmarshal 

func (m *CategoricalParameter) XXX_Unmarshal(b []byte) error

type ClassicEstimatorName 

type ClassicEstimatorName string

+kubebuilder:validation:Enum="knn-regressor";"ridge-regressor";"lasso-regressor";"ada-boost-regressor";"decision-tree-regressor";"extra-tree-regressor";"linear-svr";"svr";"passive-agressive-regressor";"sgd-regressor";"gradient-boosting-regressor";"random-forest-regressor";"xgb-regressor";"catboost-regressor";"sgd-regressor";"gradient-boosting-regressor";"random-forest-regressor";"xgb-regressor";"catboost-regressor";"lightgbm-regressor";"elasticnet-regressor";"dnn-regressor";"elliptic-envelope";"one-class-svm";"isolation-forest";"local-outlier-factor";"prophet";"knn-classifier";"ada-boost-classifier";"decision-tree-classifier";"extra-tree-classifier";"linear-svc";"svc";"passive-aggressive-classifier";"sgd-classifier";"logistic-regression";"gradient-boosting-classifier";"random-forest-classifier";"xgboost-classifier";"ridge-classifier";"quadratic-discriminant";"linear-discriminant";"lightgbm-classifier";"catboost-classifier";"stacking-ensemble";"none";"arima";"auto-arima";"vrima";"exponential-smoothing";"fast-fourier-transform";"nbeats";"theata-method";"als";"bayesian-personalized-ranking";"voting-classifier";"voting-regressor";"stacking-classifier";"stacking-regressor";"hist-gradient-boosting-classifier";"hist-gradient-boosting-regressor";"linear-regression";"bernoulli-nb";"gaussian-nb";"multinomial-nb"; 

const (
	// Regression
	KNeighborsRegressor           ClassicEstimatorName = "knn-regressor"
	RidgeRegressor                ClassicEstimatorName = "ridge-regressor"
	LassoRegressor                ClassicEstimatorName = "lasso-regressor"
	AdaBoostRegressor             ClassicEstimatorName = "ada-boost-regressor"
	DecisionTreeRegressor         ClassicEstimatorName = "decision-tree-regressor"
	ExtraTreeRegressor            ClassicEstimatorName = "extra-tree-regressor"
	LinearSvr                     ClassicEstimatorName = "linear-svr"
	Svr                           ClassicEstimatorName = "svr"
	PassiveArressiveRegressor     ClassicEstimatorName = "passive-agressive-regressor"
	SGDRegressor                  ClassicEstimatorName = "sgd-regressor"
	GradientBoostingRegressor     ClassicEstimatorName = "gradient-boosting-regressor"
	HistGradientBoostingRegressor ClassicEstimatorName = "hist-gradient-boosting-regressor"
	RandomForestRegressor         ClassicEstimatorName = "random-forest-regressor"
	XGBRegressor                  ClassicEstimatorName = "xgb-regressor"
	CatBoostRegressor             ClassicEstimatorName = "catboost-regressor"
	LightGbmRegressor             ClassicEstimatorName = "lightgbm-regressor"
	ElasticNetRegressor           ClassicEstimatorName = "elasticnet-regressor"
	DNNRegressor                  ClassicEstimatorName = "dnn-regressor"
	LinearRegressor               ClassicEstimatorName = "linear-regression"

	// OutlierFilter
	EllipticEnvelope   ClassicEstimatorName = "elliptic-envelope"
	OneClassSVM        ClassicEstimatorName = "one-class-svm"
	IsolationForest    ClassicEstimatorName = "isolation-forest"
	LocalOutlierFactor ClassicEstimatorName = "local-outlier-factor"

	// Forcast
	Prophet              ClassicEstimatorName = "prophet"
	ARIMA                ClassicEstimatorName = "arima"
	AutoARIMA            ClassicEstimatorName = "auto-arima"
	VRIMA                ClassicEstimatorName = "vrima"
	ExponentialSmoothing ClassicEstimatorName = "exponential-smoothing"
	FastFourierTransform ClassicEstimatorName = "fast-fourier-transform"
	NBeats               ClassicEstimatorName = "nbeats"
	ThetaMethod          ClassicEstimatorName = "theata-method"

	// Recommendation
	ALS                         ClassicEstimatorName = "als"
	BayesianPersonalizedRanking ClassicEstimatorName = "bayesian-personalized-ranking"

	// Classifiers
	KNeighborsClassifier ClassicEstimatorName = "knn-classifier"
	AdaBoostClassifier   ClassicEstimatorName = "ada-boost-classifier"
	BernoulliNB          ClassicEstimatorName = "bernoulli-nb"
	GaussianNB           ClassicEstimatorName = "gaussian-nb"
	MultinomialNB        ClassicEstimatorName = "multinomial-nb"

	DecisionTreeClassifier         ClassicEstimatorName = "decision-tree-classifier"
	ExtraTreeClassifier            ClassicEstimatorName = "extra-tree-classifier"
	LinearSVC                      ClassicEstimatorName = "linear-svc"
	SVC                            ClassicEstimatorName = "svc"
	PassiveAggressiveClassifier    ClassicEstimatorName = "passive-aggressive-classifier"
	SGDClassifier                  ClassicEstimatorName = "sgd-classifier"
	LogisticRegression             ClassicEstimatorName = "logistic-regression"
	GradientBoostingClassifier     ClassicEstimatorName = "gradient-boosting-classifier"
	HistGradientBoostingClassifier ClassicEstimatorName = "hist-gradient-boosting-classifier"
	RandomForestClassifier         ClassicEstimatorName = "random-forest-classifier"
	XGBClassifier                  ClassicEstimatorName = "xgboost-classifier"
	RidgeClassifier                ClassicEstimatorName = "ridge-classifier"
	QuadraticDiscriminant          ClassicEstimatorName = "quadratic-discriminant"
	LinearDiscriminant             ClassicEstimatorName = "linear-discriminant"
	LightGBMClassifier             ClassicEstimatorName = "lightgbm-classifier"
	CatBoostClassifier             ClassicEstimatorName = "catboost-classifier"
	StackingEnsemble               ClassicEstimatorName = "stacking-ensemble" // for stacking ensemble
	UnknownEstimatorName           ClassicEstimatorName = "unknown"
	NoneEstimatorName              ClassicEstimatorName = "none"

	// Clustering
	KMeansClustering   ClassicEstimatorName = "kmeans"
	SpectralClustering ClassicEstimatorName = "spectral"
	DBSCANClustering   ClassicEstimatorName = "dbscan"
	OpticsClustering   ClassicEstimatorName = "optics"
	BirchClustering    ClassicEstimatorName = "birch"

	// Meta Estimators
	VotingClassifier   ClassicEstimatorName = "voting-classifier"
	VotingRegressor    ClassicEstimatorName = "voting-regressor"
	StackingClassifier ClassicEstimatorName = "stacking-classifier"
	StackingRegressor  ClassicEstimatorName = "stacking-regressor"
)

func ParseEstimatorName 

func ParseEstimatorName(name string) ClassicEstimatorName

type Cloud 

type Cloud struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              CloudSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
	//+optional
	Status CloudStatus `json:"status" protobuf:"bytes,3,opt,name=status"`
}

Cloud represent a cloud provider metadata. A cloud contains regions,datacenter,machine classes +kubebuilder:object:root=true +kubebuilder:resource:path=clouds,singular=cloud,categories={catalog,modela,all}

func (*Cloud) AddFinalizer 

func (cloud *Cloud) AddFinalizer()

func (*Cloud) DeepCopy 

func (in *Cloud) DeepCopy() *Cloud

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

func (*Cloud) DeepCopyInto 

func (in *Cloud) DeepCopyInto(out *Cloud)

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

func (*Cloud) DeepCopyObject 

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

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

func (*Cloud) Default 

func (cloud *Cloud) Default()

func (*Cloud) Descriptor 

func (*Cloud) Descriptor() ([]byte, []int)

func (*Cloud) HasFinalizer 

func (cloud *Cloud) HasFinalizer() bool

func (*Cloud) Marshal 

func (m *Cloud) Marshal() (dAtA []byte, err error)

func (*Cloud) MarshalTo 

func (m *Cloud) MarshalTo(dAtA []byte) (int, error)

func (*Cloud) MarshalToSizedBuffer 

func (m *Cloud) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Cloud) ProtoMessage 

func (*Cloud) ProtoMessage()

func (*Cloud) RemoveFinalizer 

func (cloud *Cloud) RemoveFinalizer()

func (*Cloud) Reset 

func (m *Cloud) Reset()

func (*Cloud) Size 

func (m *Cloud) Size() (n int)

func (*Cloud) String 

func (this *Cloud) String() string

func (*Cloud) Unmarshal 

func (m *Cloud) Unmarshal(dAtA []byte) error

func (Cloud) Validate 

func (cloud Cloud) Validate() (bool, field.ErrorList)

func (*Cloud) ValidateCreate 

func (cloud *Cloud) ValidateCreate() error

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

func (*Cloud) ValidateDelete 

func (cloud *Cloud) ValidateDelete() error

func (*Cloud) ValidateUpdate 

func (cloud *Cloud) ValidateUpdate(old runtime.Object) error

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

func (*Cloud) XXX_DiscardUnknown 

func (m *Cloud) XXX_DiscardUnknown()

func (*Cloud) XXX_Marshal 

func (m *Cloud) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Cloud) XXX_Merge 

func (m *Cloud) XXX_Merge(src proto.Message)

func (*Cloud) XXX_Size 

func (m *Cloud) XXX_Size() int

func (*Cloud) XXX_Unmarshal 

func (m *Cloud) XXX_Unmarshal(b []byte) error

type CloudList 

type CloudList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []Cloud `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true CloudList contains a list of Cloud

func (*CloudList) DeepCopy 

func (in *CloudList) DeepCopy() *CloudList

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

func (*CloudList) DeepCopyInto 

func (in *CloudList) DeepCopyInto(out *CloudList)

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

func (*CloudList) DeepCopyObject 

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

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

func (*CloudList) Descriptor 

func (*CloudList) Descriptor() ([]byte, []int)

func (*CloudList) Marshal 

func (m *CloudList) Marshal() (dAtA []byte, err error)

func (*CloudList) MarshalTo 

func (m *CloudList) MarshalTo(dAtA []byte) (int, error)

func (*CloudList) MarshalToSizedBuffer 

func (m *CloudList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CloudList) ProtoMessage 

func (*CloudList) ProtoMessage()

func (*CloudList) Reset 

func (m *CloudList) Reset()

func (*CloudList) Size 

func (m *CloudList) Size() (n int)

func (*CloudList) String 

func (this *CloudList) String() string

func (*CloudList) Unmarshal 

func (m *CloudList) Unmarshal(dAtA []byte) error

func (*CloudList) XXX_DiscardUnknown 

func (m *CloudList) XXX_DiscardUnknown()

func (*CloudList) XXX_Marshal 

func (m *CloudList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CloudList) XXX_Merge 

func (m *CloudList) XXX_Merge(src proto.Message)

func (*CloudList) XXX_Size 

func (m *CloudList) XXX_Size() int

func (*CloudList) XXX_Unmarshal 

func (m *CloudList) XXX_Unmarshal(b []byte) error

type CloudSpec 

type CloudSpec struct {
	// DefaultRegionName is the default region.
	// +kubebuilder:validation:Optional
	DefaultRegionName string `json:"defaultRegionName,omitempty" protobuf:"bytes,1,opt,name=defaultRegionName"`
	// DefaultMachineClassName is the default machine class. Used when allocating new machine on this provider
	// +kubebuilder:validation:Optional
	DefaultMachineClassName string `json:"defaultMachineClassName,omitempty" protobuf:"bytes,2,opt,name=defaultMachineClassName"`
	// DefaultGpuClassName is the default gpu class. Used when allocating new gpu on this provider
	// +kubebuilder:validation:Optional
	DefaultGpuClassName string `json:"defaultGpuClassName,omitempty" protobuf:"bytes,3,opt,name=defaultGpuClassName"`
	// MachineClasses defines the types of machines in this provider
	// +kubebuilder:validation:Optional
	MachineClasses []MachineClass `json:"machineClasses,omitempty" protobuf:"bytes,4,rep,name=machineClasses"`
	// GPUClasses define the type of GPUs offered by this provider
	// +kubebuilder:validation:Optional
	GpuClasses []GpuClass `json:"gpuClasses,omitempty" protobuf:"bytes,5,rep,name=gpuClasses"`
	// Regions define the type of regions offered by this provider
	// +kubebuilder:validation:Optional
	Regions []Region `json:"regions,omitempty" protobuf:"bytes,6,rep,name=regions"`
}

CloudSpec define the attribute of a single cloud provider (E.g. AWS)

func (*CloudSpec) DeepCopy 

func (in *CloudSpec) DeepCopy() *CloudSpec

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

func (*CloudSpec) DeepCopyInto 

func (in *CloudSpec) DeepCopyInto(out *CloudSpec)

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

func (*CloudSpec) Descriptor 

func (*CloudSpec) Descriptor() ([]byte, []int)

func (*CloudSpec) Marshal 

func (m *CloudSpec) Marshal() (dAtA []byte, err error)

func (*CloudSpec) MarshalTo 

func (m *CloudSpec) MarshalTo(dAtA []byte) (int, error)

func (*CloudSpec) MarshalToSizedBuffer 

func (m *CloudSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CloudSpec) ProtoMessage 

func (*CloudSpec) ProtoMessage()

func (*CloudSpec) Reset 

func (m *CloudSpec) Reset()

func (*CloudSpec) Size 

func (m *CloudSpec) Size() (n int)

func (*CloudSpec) String 

func (this *CloudSpec) String() string

func (*CloudSpec) Unmarshal 

func (m *CloudSpec) Unmarshal(dAtA []byte) error

func (*CloudSpec) XXX_DiscardUnknown 

func (m *CloudSpec) XXX_DiscardUnknown()

func (*CloudSpec) XXX_Marshal 

func (m *CloudSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CloudSpec) XXX_Merge 

func (m *CloudSpec) XXX_Merge(src proto.Message)

func (*CloudSpec) XXX_Size 

func (m *CloudSpec) XXX_Size() int

func (*CloudSpec) XXX_Unmarshal 

func (m *CloudSpec) XXX_Unmarshal(b []byte) error

type CloudStatus 

type CloudStatus struct {
	// Machine cost is the costs of
	MachineCosts []MachineClassCost `json:"machineCosts,omitempty" protobuf:"bytes,1,rep,name=machineCosts"`
	// CostSpot is the spot cost of the machine class
	GpuCosts []GpuClassCost `json:"gpuCosts,omitempty" protobuf:"bytes,2,rep,name=gpuCosts"`
}

CloudStatus defines the observed state of Cloud.

func (*CloudStatus) DeepCopy 

func (in *CloudStatus) DeepCopy() *CloudStatus

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

func (*CloudStatus) DeepCopyInto 

func (in *CloudStatus) DeepCopyInto(out *CloudStatus)

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

func (*CloudStatus) Descriptor 

func (*CloudStatus) Descriptor() ([]byte, []int)

func (*CloudStatus) Marshal 

func (m *CloudStatus) Marshal() (dAtA []byte, err error)

func (*CloudStatus) MarshalTo 

func (m *CloudStatus) MarshalTo(dAtA []byte) (int, error)

func (*CloudStatus) MarshalToSizedBuffer 

func (m *CloudStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CloudStatus) ProtoMessage 

func (*CloudStatus) ProtoMessage()

func (*CloudStatus) Reset 

func (m *CloudStatus) Reset()

func (*CloudStatus) Size 

func (m *CloudStatus) Size() (n int)

func (*CloudStatus) String 

func (this *CloudStatus) String() string

func (*CloudStatus) Unmarshal 

func (m *CloudStatus) Unmarshal(dAtA []byte) error

func (*CloudStatus) XXX_DiscardUnknown 

func (m *CloudStatus) XXX_DiscardUnknown()

func (*CloudStatus) XXX_Marshal 

func (m *CloudStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CloudStatus) XXX_Merge 

func (m *CloudStatus) XXX_Merge(src proto.Message)

func (*CloudStatus) XXX_Size 

func (m *CloudStatus) XXX_Size() int

func (*CloudStatus) XXX_Unmarshal 

func (m *CloudStatus) XXX_Unmarshal(b []byte) error

type Color 

type Color string
const (
	AliceblueColor      Color = "aliceblue"
	AntiquewhiteColor   Color = "antiquewhite"
	AquaColor           Color = "aqua"
	AquamarineColor     Color = "aquamarine"
	AzureColor          Color = "azure"
	BeigeColor          Color = "beige"
	BisqueColor         Color = "bisque"
	BlackColor          Color = "black"
	BlanchedalmondColor Color = "blanchedalmond"
	BlueColor           Color = "blue"
	BluevioletColor     Color = "blueviolet"
	BrownColor          Color = "brown"
	BurlywoodColor      Color = "burlywood"
	CadetblueColor      Color = "cadetblue"
	ChartreuseColor     Color = "chartreuse"
	ChocolateColor      Color = "chocolate"
	CoralColor          Color = "coral"
	CornflowerblueColor Color = "cornflowerblue"
	CornsilkColor       Color = "cornsilk"
	NoneColor           Color = "none"
)

type CompilerName 

type CompilerName string

+kubebuilder:validation:Enum="tvm";"onyx";"xla";"none" 

const (
	CompilerNameTVM  CompilerName = "tvm"
	CompilerNameOnyx CompilerName = "onyx"
	CompilerNameXla  CompilerName = "xla"
	CompilerNameNone CompilerName = "none"
)

type CompilerSpec 

type CompilerSpec struct {
	// Enable set the enable to
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Enable *bool `json:"enable,omitempty" protobuf:"varint,1,opt,name=enable"`
	// Set one or more targets
	// Enable set the enable to
	// +kubebuilder:default:="none"
	// +kubebuilder:validation:Optional
	Compiler *CompilerName `json:"compiler,omitempty" protobuf:"bytes,2,opt,name=compiler"`
	// Set one or more targets for the compiler
	Targets []HardwareTarget `json:"targets,omitempty" protobuf:"bytes,3,opt,name=targets"`
}

Compiler spec is used when there is a specification for model compilation

func (*CompilerSpec) DeepCopy 

func (in *CompilerSpec) DeepCopy() *CompilerSpec

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

func (*CompilerSpec) DeepCopyInto 

func (in *CompilerSpec) DeepCopyInto(out *CompilerSpec)

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

func (*CompilerSpec) Descriptor 

func (*CompilerSpec) Descriptor() ([]byte, []int)

func (*CompilerSpec) Marshal 

func (m *CompilerSpec) Marshal() (dAtA []byte, err error)

func (*CompilerSpec) MarshalTo 

func (m *CompilerSpec) MarshalTo(dAtA []byte) (int, error)

func (*CompilerSpec) MarshalToSizedBuffer 

func (m *CompilerSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CompilerSpec) ProtoMessage 

func (*CompilerSpec) ProtoMessage()

func (*CompilerSpec) Reset 

func (m *CompilerSpec) Reset()

func (*CompilerSpec) Size 

func (m *CompilerSpec) Size() (n int)

func (*CompilerSpec) String 

func (this *CompilerSpec) String() string

func (*CompilerSpec) Unmarshal 

func (m *CompilerSpec) Unmarshal(dAtA []byte) error

func (*CompilerSpec) XXX_DiscardUnknown 

func (m *CompilerSpec) XXX_DiscardUnknown()

func (*CompilerSpec) XXX_Marshal 

func (m *CompilerSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CompilerSpec) XXX_Merge 

func (m *CompilerSpec) XXX_Merge(src proto.Message)

func (*CompilerSpec) XXX_Size 

func (m *CompilerSpec) XXX_Size() int

func (*CompilerSpec) XXX_Unmarshal 

func (m *CompilerSpec) XXX_Unmarshal(b []byte) error

type ConditionReason 

type ConditionReason string
const (
	Failed             ConditionReason = "Failed"
	Success            ConditionReason = "Success"
	Running            ConditionReason = "Running"
	WaitingForApproval ConditionReason = "WaitingForApproval"
	Approved           ConditionReason = "Approved"
	Denied             ConditionReason = "Denied"
)

type ConfusionMatrix 

type ConfusionMatrix struct {
	Rows []ConfusionMatrixRow `json:"rows,omitempty" protobuf:"bytes,1,rep,name=rows"`
}

func (*ConfusionMatrix) DeepCopy 

func (in *ConfusionMatrix) DeepCopy() *ConfusionMatrix

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

func (*ConfusionMatrix) DeepCopyInto 

func (in *ConfusionMatrix) DeepCopyInto(out *ConfusionMatrix)

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

func (*ConfusionMatrix) Descriptor 

func (*ConfusionMatrix) Descriptor() ([]byte, []int)

func (*ConfusionMatrix) Marshal 

func (m *ConfusionMatrix) Marshal() (dAtA []byte, err error)

func (*ConfusionMatrix) MarshalTo 

func (m *ConfusionMatrix) MarshalTo(dAtA []byte) (int, error)

func (*ConfusionMatrix) MarshalToSizedBuffer 

func (m *ConfusionMatrix) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ConfusionMatrix) ProtoMessage 

func (*ConfusionMatrix) ProtoMessage()

func (*ConfusionMatrix) Reset 

func (m *ConfusionMatrix) Reset()

func (*ConfusionMatrix) Size 

func (m *ConfusionMatrix) Size() (n int)

func (*ConfusionMatrix) String 

func (this *ConfusionMatrix) String() string

func (*ConfusionMatrix) Unmarshal 

func (m *ConfusionMatrix) Unmarshal(dAtA []byte) error

func (*ConfusionMatrix) XXX_DiscardUnknown 

func (m *ConfusionMatrix) XXX_DiscardUnknown()

func (*ConfusionMatrix) XXX_Marshal 

func (m *ConfusionMatrix) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ConfusionMatrix) XXX_Merge 

func (m *ConfusionMatrix) XXX_Merge(src proto.Message)

func (*ConfusionMatrix) XXX_Size 

func (m *ConfusionMatrix) XXX_Size() int

func (*ConfusionMatrix) XXX_Unmarshal 

func (m *ConfusionMatrix) XXX_Unmarshal(b []byte) error

type ConfusionMatrixRow 

type ConfusionMatrixRow struct {
	T     string  `json:"t,omitempty" protobuf:"bytes,1,opt,name=t"` // True Label
	P     string  `json:"p,omitempty" protobuf:"bytes,2,opt,name=p"` // Predicated Label
	Count int32   `json:"count,omitempty" protobuf:"varint,3,opt,name=count"`
	Pct   float64 `json:"pct,omitempty" protobuf:"bytes,4,opt,name=pct"`
}

func (*ConfusionMatrixRow) DeepCopy 

func (in *ConfusionMatrixRow) DeepCopy() *ConfusionMatrixRow

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

func (*ConfusionMatrixRow) DeepCopyInto 

func (in *ConfusionMatrixRow) DeepCopyInto(out *ConfusionMatrixRow)

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

func (*ConfusionMatrixRow) Descriptor 

func (*ConfusionMatrixRow) Descriptor() ([]byte, []int)

func (*ConfusionMatrixRow) Marshal 

func (m *ConfusionMatrixRow) Marshal() (dAtA []byte, err error)

func (*ConfusionMatrixRow) MarshalTo 

func (m *ConfusionMatrixRow) MarshalTo(dAtA []byte) (int, error)

func (*ConfusionMatrixRow) MarshalToSizedBuffer 

func (m *ConfusionMatrixRow) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ConfusionMatrixRow) ProtoMessage 

func (*ConfusionMatrixRow) ProtoMessage()

func (*ConfusionMatrixRow) Reset 

func (m *ConfusionMatrixRow) Reset()

func (*ConfusionMatrixRow) Size 

func (m *ConfusionMatrixRow) Size() (n int)

func (*ConfusionMatrixRow) String 

func (this *ConfusionMatrixRow) String() string

func (*ConfusionMatrixRow) Unmarshal 

func (m *ConfusionMatrixRow) Unmarshal(dAtA []byte) error

func (*ConfusionMatrixRow) XXX_DiscardUnknown 

func (m *ConfusionMatrixRow) XXX_DiscardUnknown()

func (*ConfusionMatrixRow) XXX_Marshal 

func (m *ConfusionMatrixRow) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ConfusionMatrixRow) XXX_Merge 

func (m *ConfusionMatrixRow) XXX_Merge(src proto.Message)

func (*ConfusionMatrixRow) XXX_Size 

func (m *ConfusionMatrixRow) XXX_Size() int

func (*ConfusionMatrixRow) XXX_Unmarshal 

func (m *ConfusionMatrixRow) XXX_Unmarshal(b []byte) error

type ConnectionCategory 

type ConnectionCategory string

+kubebuilder:validation:Enum="general";"cloud";"docker-image-registry";"database";"git";"messaging"; 

const (
	ConnectionCategoryGeneral             ConnectionCategory = "general"
	ConnectionCategoryCloudProvider       ConnectionCategory = "cloud"
	ConnectionCategoryDockerImageRegistry ConnectionCategory = "docker-image-registry"
	ConnectionCategoryDatabase            ConnectionCategory = "database"
	ConnectionCategoryGit                 ConnectionCategory = "git"
	ConnectionCategoryMessaging           ConnectionCategory = "messaging"
	ConnectionMessagerBroker              ConnectionCategory = "message-broker"
	ConnectionGraphDatabase               ConnectionCategory = "graph-database"
	ConnectionSocialMedia                 ConnectionCategory = "social-media"
)

type ContainerLog added in v0.4.541 

type ContainerLog struct {
	// The name of the Job
	Job string `json:"job,omitempty" protobuf:"bytes,1,rep,name=job"`
	// The container name
	Container string `json:"container,omitempty" protobuf:"bytes,2,rep,name=container"`
	// The path to the log in the bucket
	Key string `json:"key,omitempty" protobuf:"bytes,3,rep,name=key"`
}

ContainerLog describes the location of logs for a single Job

func (*ContainerLog) DeepCopy added in v0.4.541 

func (in *ContainerLog) DeepCopy() *ContainerLog

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

func (*ContainerLog) DeepCopyInto added in v0.4.541 

func (in *ContainerLog) DeepCopyInto(out *ContainerLog)

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

func (*ContainerLog) Descriptor added in v0.4.541 

func (*ContainerLog) Descriptor() ([]byte, []int)

func (*ContainerLog) Marshal added in v0.4.541 

func (m *ContainerLog) Marshal() (dAtA []byte, err error)

func (*ContainerLog) MarshalTo added in v0.4.541 

func (m *ContainerLog) MarshalTo(dAtA []byte) (int, error)

func (*ContainerLog) MarshalToSizedBuffer added in v0.4.541 

func (m *ContainerLog) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ContainerLog) ProtoMessage added in v0.4.541 

func (*ContainerLog) ProtoMessage()

func (*ContainerLog) Reset added in v0.4.541 

func (m *ContainerLog) Reset()

func (*ContainerLog) Size added in v0.4.541 

func (m *ContainerLog) Size() (n int)

func (*ContainerLog) String added in v0.4.541 

func (this *ContainerLog) String() string

func (*ContainerLog) Unmarshal added in v0.4.541 

func (m *ContainerLog) Unmarshal(dAtA []byte) error

func (*ContainerLog) XXX_DiscardUnknown added in v0.4.541 

func (m *ContainerLog) XXX_DiscardUnknown()

func (*ContainerLog) XXX_Marshal added in v0.4.541 

func (m *ContainerLog) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ContainerLog) XXX_Merge added in v0.4.541 

func (m *ContainerLog) XXX_Merge(src proto.Message)

func (*ContainerLog) XXX_Size added in v0.4.541 

func (m *ContainerLog) XXX_Size() int

func (*ContainerLog) XXX_Unmarshal added in v0.4.541 

func (m *ContainerLog) XXX_Unmarshal(b []byte) error

type CurvePoint 

type CurvePoint struct {
	X float64 `json:"x,omitempty" protobuf:"bytes,1,opt,name=x"`
	Y float64 `json:"y,omitempty" protobuf:"bytes,2,opt,name=y"`
}

func (*CurvePoint) DeepCopy 

func (in *CurvePoint) DeepCopy() *CurvePoint

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

func (*CurvePoint) DeepCopyInto 

func (in *CurvePoint) DeepCopyInto(out *CurvePoint)

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

func (*CurvePoint) Descriptor 

func (*CurvePoint) Descriptor() ([]byte, []int)

func (*CurvePoint) Marshal 

func (m *CurvePoint) Marshal() (dAtA []byte, err error)

func (*CurvePoint) MarshalTo 

func (m *CurvePoint) MarshalTo(dAtA []byte) (int, error)

func (*CurvePoint) MarshalToSizedBuffer 

func (m *CurvePoint) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*CurvePoint) ProtoMessage 

func (*CurvePoint) ProtoMessage()

func (*CurvePoint) Reset 

func (m *CurvePoint) Reset()

func (*CurvePoint) Size 

func (m *CurvePoint) Size() (n int)

func (*CurvePoint) String 

func (this *CurvePoint) String() string

func (*CurvePoint) Unmarshal 

func (m *CurvePoint) Unmarshal(dAtA []byte) error

func (*CurvePoint) XXX_DiscardUnknown 

func (m *CurvePoint) XXX_DiscardUnknown()

func (*CurvePoint) XXX_Marshal 

func (m *CurvePoint) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*CurvePoint) XXX_Merge 

func (m *CurvePoint) XXX_Merge(src proto.Message)

func (*CurvePoint) XXX_Size 

func (m *CurvePoint) XXX_Size() int

func (*CurvePoint) XXX_Unmarshal 

func (m *CurvePoint) XXX_Unmarshal(b []byte) error

type CvType 

type CvType string

+kubebuilder:validation:Enum="none";"group-kfold";"group-shuffle-split";"kfold";"leave-one-group-out";"leave-p-groups-out";"leave-one-out";"leave-p-out";"predefined-split";"repeated-kfold";"repeated-stratified-k-fold";"shuffle-split";"stratified-k-fold";"stratified-shuffle-split";"stratified-group-k-fold";"time-series-split" 

const (
	CvTypeNone                    CvType = "none"
	CvTypeGroupKFold              CvType = "group-kfold"
	CvTypeGroupShuffleSplit       CvType = "group-shuffle-split"
	CVTypeKFold                   CvType = "kfold"
	CVTypeLeaveOneGroupOut        CvType = "leave-one-group-out"
	CvTypeLeavePGroupsOut         CvType = "leave-p-groups-out"
	CvTypeLeaveOneOut             CvType = "leave-one-out"
	CvTypeLeavePOut               CvType = "leave-p-out"
	CvTypePredefinedSplit         CvType = "predefined-split"
	CvTypeRepeatedKFold           CvType = "repeated-kfold"
	CvTypeRepeatedStratifiedKFold CvType = "repeated-stratified-k-fold"
	CvTypeShuffleSplit            CvType = "shuffle-split"
	CvTypeStratifiedKFold         CvType = "stratified-k-fold"
	CvTypeStratifiedShuffleSplit  CvType = "stratified-shuffle-split"
	CvTypeStratifiedGroupKFold    CvType = "stratified-group-k-fold"
	CvTypeTimeSeriesSplit         CvType = "time-series-split"
)

type DataCenter 

type DataCenter struct {
	// Name is the name of the datacenter
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	//Code is the code of the datacenter
	Code string `json:"code,omitempty" protobuf:"bytes,2,opt,name=code"`
}

Datacenter contains the attribute of a specific data center

func (*DataCenter) DeepCopy 

func (in *DataCenter) DeepCopy() *DataCenter

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

func (*DataCenter) DeepCopyInto 

func (in *DataCenter) DeepCopyInto(out *DataCenter)

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

func (*DataCenter) Descriptor 

func (*DataCenter) Descriptor() ([]byte, []int)

func (*DataCenter) Marshal 

func (m *DataCenter) Marshal() (dAtA []byte, err error)

func (*DataCenter) MarshalTo 

func (m *DataCenter) MarshalTo(dAtA []byte) (int, error)

func (*DataCenter) MarshalToSizedBuffer 

func (m *DataCenter) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*DataCenter) ProtoMessage 

func (*DataCenter) ProtoMessage()

func (*DataCenter) Reset 

func (m *DataCenter) Reset()

func (*DataCenter) Size 

func (m *DataCenter) Size() (n int)

func (*DataCenter) String 

func (this *DataCenter) String() string

func (*DataCenter) Unmarshal 

func (m *DataCenter) Unmarshal(dAtA []byte) error

func (*DataCenter) XXX_DiscardUnknown 

func (m *DataCenter) XXX_DiscardUnknown()

func (*DataCenter) XXX_Marshal 

func (m *DataCenter) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*DataCenter) XXX_Merge 

func (m *DataCenter) XXX_Merge(src proto.Message)

func (*DataCenter) XXX_Size 

func (m *DataCenter) XXX_Size() int

func (*DataCenter) XXX_Unmarshal 

func (m *DataCenter) XXX_Unmarshal(b []byte) error

type DataDomain 

type DataDomain string

+kubebuilder:validation:Enum="url";"path";"password";"time";"count";"interval";"nominal";"email";"creditcard";"uuid";"uuid5";"uuid";"base64";"latitude";"longtitude";"dns";"ip4";"ip6";"ssn";"alpha";"alphanumeric";"unknown";"color";"currency";"date";"guid";"hyperlink";"image";"media";"file";"embedding";"record";"useless";"none" 

const (
	DataDomainUrl          DataDomain = "url"
	DataDomainPath         DataDomain = "path"
	DataDomainPassword     DataDomain = "password"
	DataDomainTime         DataDomain = "time"
	DataDomainCount        DataDomain = "count"
	DataDomainInterval     DataDomain = "interval"
	DataDomainNominal      DataDomain = "nominal"
	DataDomainEmail        DataDomain = "email"
	DataDomainCreditCard   DataDomain = "creditCard"
	DataDomainUuid3        DataDomain = "uuid"
	DataDomainUuid5        DataDomain = "uuid5"
	DataDomainUuid         DataDomain = "uuid"
	DataDomainBase64       DataDomain = "base64"
	DataDomainLatitude     DataDomain = "latitude"
	DataDomainLongtitude   DataDomain = "longtitude"
	DataDomainDnsName      DataDomain = "dns"
	DataDomainIp4          DataDomain = "ip4"
	DataDomainIp6          DataDomain = "ip6"
	DataDomainSsn          DataDomain = "ssn"
	DataDomainAlpha        DataDomain = "alpha"
	DataDomainAlphaNumeric DataDomain = "alphanumeric"
	DataDomainUnknown      DataDomain = "unknown"
	DataDomainColor        DataDomain = "color"
	DataDomainCurrency     DataDomain = "currency"
	DataDomainDate         DataDomain = "date"
	DataDomainGuid         DataDomain = "guid"
	DataDomainHyperlink    DataDomain = "hyperlink"
	DataDomainImage        DataDomain = "image"
	DataDomainMedia        DataDomain = "media"
	DataDomainFile         DataDomain = "file"
	DataDomainEmbedding    DataDomain = "embedding"
	DataDomainRecord       DataDomain = "record"
	DataDomainUseless      DataDomain = "useless"
	DataDomainNone         DataDomain = "none"
)

type DataSplitMethod added in v0.4.366 

type DataSplitMethod string

+kubebuilder:validation:Enum="random";"split-column";"time";"random-stratified";"auto";"test-dataset"; 

const (
	DataSplitMethodRandomStratified DataSplitMethod = "random-stratified"
	DataSplitMethodRandom           DataSplitMethod = "random"
	DataSplitMethodSplitColumn      DataSplitMethod = "split-column"
	DataSplitMethodTime             DataSplitMethod = "time"
	DataSplitMethodUseTestDataset   DataSplitMethod = "test-dataset"
	DataSplitAuto                   DataSplitMethod = "auto"
)

type DataType 

type DataType string

+kubebuilder:validation:Enum="boolean";"datetime";"number";"categorical";"ordinal";"text";"json";"number-list";"categorical-list";"text-list"; 

const (
	DataTypeBoolean         DataType = "boolean"
	DataTypeDateTime        DataType = "datetime"
	DataTypeNumber          DataType = "number"
	DataTypeCategorical     DataType = "categorical"
	DataTypeOrdinal         DataType = "ordinal"
	DataTypeText            DataType = "text"
	DataTypeJson            DataType = "json"
	DataTypeNumberList      DataType = "number-list"
	DataTypeCategoricalList DataType = "categorical-list"
	DataTypeTextList        DataType = "text-list"
)

type DatasetType 

type DatasetType string

+kubebuilder:validation:Enum="tabular";"image";"text";"video";"audio" 

const (
	DatasetTypeTabular DatasetType = "tabular"
	DatasetTypeImage   DatasetType = "image"
	DatasetTypeText    DatasetType = "text"
	DatasetTypeVideo   DatasetType = "video"
	DatasetTypeAudio   DatasetType = "audio"
)

type DatastoreType 

type DatastoreType string

================================================== DataEnv source ================================================== +kubebuilder:validation:Enum="csv";"json";"parquet";"tde";"sql";"table";"fwf";"excel";"sas";"spss";"auto"; 

const (
	DatastoreTypeCsv     DatastoreType = "csv"
	DatastoreTypeJson    DatastoreType = "json"
	DatastoreTypeParquet DatastoreType = "parquet"
	DatastoreTypeSas     DatastoreType = "sas"
	DatastoreTypeSpss    DatastoreType = "spss"
	DatastoreTypeTde     DatastoreType = "tde"
	DatastoreTypeSql     DatastoreType = "sql"
	DatastoreTypeTable   DatastoreType = "table"
	DatastoreTypeFwf     DatastoreType = "fwf"
	DatastoreTypeExcel   DatastoreType = "excel"
	DatastoreTypeAuto    DatastoreType = "auto"
)

type DatetimeTransformation added in v0.4.455 

type DatetimeTransformation string

============================================================================== Datatime Transformation ============================================================================== +kubebuilder:validation:Enum="extract-datetime-information";"none";"auto" 

const (
	ExtractDateTimeInformation DatetimeTransformation = "extract-datetime-information"
	NoneDatetime               DatetimeTransformation = "none"
	AutoDatetime               DatetimeTransformation = "auto"
)

type DimensionReduction 

type DimensionReduction string

============================================================================== Feature Engineering ============================================================================== +kubebuilder:validation:Enum="pca";"polynomial-features";"rbf-sampler";"fast-ica";"nystroem";"none";"auto" 

const (
	PCA                    DimensionReduction = "pca"
	PolynomialFeatures     DimensionReduction = "polynomial-features"
	RBFSampler             DimensionReduction = "rbf-sampler"
	FastIca                DimensionReduction = "fast-ica"
	Nystroem               DimensionReduction = "nystroem"
	NoneFeatureEngineering DimensionReduction = "none"
	AutoFeatureEngineering DimensionReduction = "auto"
)

type Discretisation 

type Discretisation string

============================================================================== Discretisation ============================================================================== +kubebuilder:validation:Enum="equal-width-discretisation-";"equal-freq-discretisation";"kbin-discretisation";"kernel-centerer-discretisation";"label-binarizer-discretisation";"multi-label-binarizer-discretisation";"none";"auto" 

const (
	EqualWidthDiscretisation          Discretisation = "equal-width-discretisation-"
	EqualFreqDiscretisation           Discretisation = "equal-freq-discretisation"
	KBinsDiscretisation               Discretisation = "kbin-discretisation"
	KernelCentererDiscretisation      Discretisation = "kernel-centerer-discretisation"
	LabelBinarizerDiscretisation      Discretisation = "label-binarizer-discretisation"
	MultiLabelBinarizerDiscretisation Discretisation = "multi-label-binarizer-discretisation"
	NoneDiscretisation                Discretisation = "none"
	AutoDiscretisation                Discretisation = "auto"
)

type EnsembleType added in v0.4.389 

type EnsembleType string
const (
	VotingEnsembleType EnsembleType = "voting"
	StackEnsembleType  EnsembleType = "stacking"
)

type FeatureSelection 

type FeatureSelection string

+kubebuilder:validation:Enum="drop-features";"drop-constant-features";"drop-duplicated-features";"drop-correlated-features";"mutual-information";"chisquare";"anova";"step-forward";"step-backward";"lasso-regression";"tree-importance";"recursive-feature-elimination";"recursive-feature-addition";"select-percentile";"select-kbest";"select-fpr";"select-fdr";"variance-threshold";"none";"auto" 

const (
	DropFeatures                      FeatureSelection = "drop-features"
	DropConstantFeatures              FeatureSelection = "drop-constant-features"
	DropDuplicateFeatures             FeatureSelection = "drop-duplicated-features"
	DropCorrelatedFeatures            FeatureSelection = "drop-correlated-features"
	MutualInformationFeatureSelection FeatureSelection = "mutual-information"
	ChiSquareFeatureSelection         FeatureSelection = "chisquare"
	AnovaFeatureSelection             FeatureSelection = "anova"
	StepForwardFeatureSelection       FeatureSelection = "step-forward"
	StepBackwardFeatureSelection      FeatureSelection = "step-backward"
	LassoRegressionFeatureSelection   FeatureSelection = "lasso-regression"
	TreeImportanceFeatureSelection    FeatureSelection = "tree-importance"
	RecursiveFeatureElimination       FeatureSelection = "recursive-feature-elimination"
	RecursiveFeatureAddition          FeatureSelection = "recursive-feature-addition"
	SelectPercentile                  FeatureSelection = "select-percentile"
	SelectKBest                       FeatureSelection = "select-kbest"
	SelectFpr                         FeatureSelection = "select-fpr"
	SelectFdr                         FeatureSelection = "select-fdr"
	VarianceThreshold                 FeatureSelection = "variance-threshold"
	NoneFeatureSelection              FeatureSelection = "none"
	AutoFeatureSelection              FeatureSelection = "auto"
)

type FileEncoding 

type FileEncoding string

+kubebuilder:validation:Enum="utf-8";"latin-1";"utf-16"; 

const (
	FileEncodingUtf8 FileEncoding = "utf-8"
	//iso-8859-1
	FileEncodingLating1 FileEncoding = "latin-1"
	FileEncodingUtf16   FileEncoding = "utf-16"
)

type FloatParameter 

type FloatParameter struct {
	// Name is the name of the hyper parameter
	// +kubebuilder:validation:Optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// Min is the minimum value
	// +kubebuilder:validation:Optional
	Min float64 `json:"min,omitempty" protobuf:"bytes,3,opt,name=min"`
	// Max is the maximum value
	// +kubebuilder:validation:Optional
	Max float64 `json:"max,omitempty" protobuf:"bytes,4,opt,name=max"`
	// Default float value
	// +kubebuilder:validation:Optional
	DefaultValue float64 `json:"defaultValue,omitempty" protobuf:"bytes,5,opt,name=defaultValue"`
	// Log specify if this hyper paramer is logartimic
	// +kubebuilder:validation:Optional
	Log bool `json:"log,omitempty" protobuf:"varint,6,opt,name=log"`
}

FloatParameter contain the specification of an float hyper parameter

func (*FloatParameter) DeepCopy 

func (in *FloatParameter) DeepCopy() *FloatParameter

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

func (*FloatParameter) DeepCopyInto 

func (in *FloatParameter) DeepCopyInto(out *FloatParameter)

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

func (*FloatParameter) Descriptor 

func (*FloatParameter) Descriptor() ([]byte, []int)

func (*FloatParameter) Marshal 

func (m *FloatParameter) Marshal() (dAtA []byte, err error)

func (*FloatParameter) MarshalTo 

func (m *FloatParameter) MarshalTo(dAtA []byte) (int, error)

func (*FloatParameter) MarshalToSizedBuffer 

func (m *FloatParameter) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*FloatParameter) ProtoMessage 

func (*FloatParameter) ProtoMessage()

func (*FloatParameter) Reset 

func (m *FloatParameter) Reset()

func (*FloatParameter) Size 

func (m *FloatParameter) Size() (n int)

func (*FloatParameter) String 

func (this *FloatParameter) String() string

func (*FloatParameter) Unmarshal 

func (m *FloatParameter) Unmarshal(dAtA []byte) error

func (*FloatParameter) XXX_DiscardUnknown 

func (m *FloatParameter) XXX_DiscardUnknown()

func (*FloatParameter) XXX_Marshal 

func (m *FloatParameter) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*FloatParameter) XXX_Merge 

func (m *FloatParameter) XXX_Merge(src proto.Message)

func (*FloatParameter) XXX_Size 

func (m *FloatParameter) XXX_Size() int

func (*FloatParameter) XXX_Unmarshal 

func (m *FloatParameter) XXX_Unmarshal(b []byte) error

type FrameworkName 

type FrameworkName string

+kubebuilder:validation:Enum="scikit-learn";"tensorflow";"pytorch";"catcoost";"lightgbm"; FrameworkName is the name of the machine learning framework 

const (
	ScikitLearn FrameworkName = "scikit-learn"
	TensorFlow  FrameworkName = "tensorflow"
	PyTorch     FrameworkName = "pytorch"
	Cataboost   FrameworkName = "catcoost"
	LightGbm    FrameworkName = "lightgbm"
)

type Freq 

type Freq string

/ The Horizon unit +kubebuilder:validation:Enum="second";"minute";"hour";"day";"week";"month";"quarter";"year"; 

const (
	FreqSeconds Freq = "second"
	FreqMinutes Freq = "minute"
	FreqHours   Freq = "hour"
	FreqDays    Freq = "day"
	FreqWeeks   Freq = "week"
	FreqMonths  Freq = "month"
	FreqQtrs    Freq = "quarter"
	FreqYears   Freq = "year"
)

type GithubEvents 

type GithubEvents struct {
	// The github connections used to loginto git
	GitConnectionsName *string `json:"gitConnectionName,omitempty" protobuf:"bytes,1,opt,name=gitConnectionName"`
	// Repository is the name of the github repository
	Repository *string `json:"repository,omitempty" protobuf:"bytes,2,opt,name=repository"`
	// Branch is the name of the github branch.
	// By default the trigger listen to all branch
	Branch *string `json:"branch,omitempty" protobuf:"bytes,3,opt,name=branch"`
	// Blobname regex is a regular expression on the blob name that changed
	BlobNameRegex *string `json:"blobNameRegex,omitempty" protobuf:"bytes,4,opt,name=blobNameRegex"`
	// Events is the name of the github events.
	Events []string `json:"events,omitempty" protobuf:"bytes,5,rep,name=events"`
}

GithubEvents specify repo and the events to listen in order ot fire the pipeline

func (*GithubEvents) DeepCopy 

func (in *GithubEvents) DeepCopy() *GithubEvents

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

func (*GithubEvents) DeepCopyInto 

func (in *GithubEvents) DeepCopyInto(out *GithubEvents)

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

func (*GithubEvents) Descriptor 

func (*GithubEvents) Descriptor() ([]byte, []int)

func (*GithubEvents) Marshal 

func (m *GithubEvents) Marshal() (dAtA []byte, err error)

func (*GithubEvents) MarshalTo 

func (m *GithubEvents) MarshalTo(dAtA []byte) (int, error)

func (*GithubEvents) MarshalToSizedBuffer 

func (m *GithubEvents) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GithubEvents) ProtoMessage 

func (*GithubEvents) ProtoMessage()

func (*GithubEvents) Reset 

func (m *GithubEvents) Reset()

func (*GithubEvents) Size 

func (m *GithubEvents) Size() (n int)

func (*GithubEvents) String 

func (this *GithubEvents) String() string

func (*GithubEvents) Unmarshal 

func (m *GithubEvents) Unmarshal(dAtA []byte) error

func (*GithubEvents) XXX_DiscardUnknown 

func (m *GithubEvents) XXX_DiscardUnknown()

func (*GithubEvents) XXX_Marshal 

func (m *GithubEvents) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GithubEvents) XXX_Merge 

func (m *GithubEvents) XXX_Merge(src proto.Message)

func (*GithubEvents) XXX_Size 

func (m *GithubEvents) XXX_Size() int

func (*GithubEvents) XXX_Unmarshal 

func (m *GithubEvents) XXX_Unmarshal(b []byte) error

type GpuClass 

type GpuClass struct {
	//Code the the code of the gpu class within the data provider
	Code string `json:"code" protobuf:"bytes,1,opt,name=code"`

	RegionName string `json:"regionName" protobuf:"bytes,2,opt,name=regionName"`
	//Vcpu is the number of cores
	// +kubebuilder:validation:Minimum=0
	Vcpu int32 `json:"vcpu,omitempty" protobuf:"varint,3,opt,name=vcpu"`
	//Gpumem is the amount of memory on the gpu
	Gpumem *resource.Quantity `json:"gpumem,omitempty" protobuf:"bytes,4,opt,name=gpumem"`
}

GpuClass define the specific for a machine type of a cloud provider

func (*GpuClass) DeepCopy 

func (in *GpuClass) DeepCopy() *GpuClass

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

func (*GpuClass) DeepCopyInto 

func (in *GpuClass) DeepCopyInto(out *GpuClass)

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

func (*GpuClass) Descriptor 

func (*GpuClass) Descriptor() ([]byte, []int)

func (*GpuClass) Marshal 

func (m *GpuClass) Marshal() (dAtA []byte, err error)

func (*GpuClass) MarshalTo 

func (m *GpuClass) MarshalTo(dAtA []byte) (int, error)

func (*GpuClass) MarshalToSizedBuffer 

func (m *GpuClass) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GpuClass) ProtoMessage 

func (*GpuClass) ProtoMessage()

func (*GpuClass) Reset 

func (m *GpuClass) Reset()

func (*GpuClass) Size 

func (m *GpuClass) Size() (n int)

func (*GpuClass) String 

func (this *GpuClass) String() string

func (*GpuClass) Unmarshal 

func (m *GpuClass) Unmarshal(dAtA []byte) error

func (*GpuClass) XXX_DiscardUnknown 

func (m *GpuClass) XXX_DiscardUnknown()

func (*GpuClass) XXX_Marshal 

func (m *GpuClass) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GpuClass) XXX_Merge 

func (m *GpuClass) XXX_Merge(src proto.Message)

func (*GpuClass) XXX_Size 

func (m *GpuClass) XXX_Size() int

func (*GpuClass) XXX_Unmarshal 

func (m *GpuClass) XXX_Unmarshal(b []byte) error

type GpuClassCost 

type GpuClassCost struct {
	// Code is the machine class code
	Code string `json:"code,omitempty" protobuf:"bytes,1,opt,name=code"`

	Region string `json:"region,omitempty" protobuf:"bytes,2,opt,name=region"`
	// CostPerMinute is the cost per minute in dollar of the machine class
	CostPerMinute *resource.Quantity `json:"costPerMinute,omitempty" protobuf:"bytes,3,opt,name=costPerMinute"`
	// CostSpot is the spot cost of the machine class
	CostSpot *resource.Quantity `json:"costSpot,omitempty" protobuf:"bytes,4,opt,name=costSpot"`
}

GpuClassCost contain the current cost of a gpu class in a region

func (*GpuClassCost) DeepCopy 

func (in *GpuClassCost) DeepCopy() *GpuClassCost

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

func (*GpuClassCost) DeepCopyInto 

func (in *GpuClassCost) DeepCopyInto(out *GpuClassCost)

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

func (*GpuClassCost) Descriptor 

func (*GpuClassCost) Descriptor() ([]byte, []int)

func (*GpuClassCost) Marshal 

func (m *GpuClassCost) Marshal() (dAtA []byte, err error)

func (*GpuClassCost) MarshalTo 

func (m *GpuClassCost) MarshalTo(dAtA []byte) (int, error)

func (*GpuClassCost) MarshalToSizedBuffer 

func (m *GpuClassCost) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*GpuClassCost) ProtoMessage 

func (*GpuClassCost) ProtoMessage()

func (*GpuClassCost) Reset 

func (m *GpuClassCost) Reset()

func (*GpuClassCost) Size 

func (m *GpuClassCost) Size() (n int)

func (*GpuClassCost) String 

func (this *GpuClassCost) String() string

func (*GpuClassCost) Unmarshal 

func (m *GpuClassCost) Unmarshal(dAtA []byte) error

func (*GpuClassCost) XXX_DiscardUnknown 

func (m *GpuClassCost) XXX_DiscardUnknown()

func (*GpuClassCost) XXX_Marshal 

func (m *GpuClassCost) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*GpuClassCost) XXX_Merge 

func (m *GpuClassCost) XXX_Merge(src proto.Message)

func (*GpuClassCost) XXX_Size 

func (m *GpuClassCost) XXX_Size() int

func (*GpuClassCost) XXX_Unmarshal 

func (m *GpuClassCost) XXX_Unmarshal(b []byte) error

type HardwareTarget 

type HardwareTarget string

+kubebuilder:validation:Enum="amd-epyc-2";"arma-53";"arma-72";"intel-cascade-lake";"intel-broadwell";"intel-skylake";"tesla-v100";"tesla-k80";"t4";"raspberry-pi8-modela-b"; 

const (
	HardwareTargetAMDEPYC2           HardwareTarget = "amd-epyc-2"
	HardwareTargetARMA53             HardwareTarget = "arma-53"
	HardwareTargetARMA72             HardwareTarget = "arma-72"
	HardwareTargetIntelCascadeLake   HardwareTarget = "intel-cascade-lake"
	HardwareTargetIntelBroadwell     HardwareTarget = "intel-broadwell"
	HardwareTargetIntelSkylake       HardwareTarget = "intel-skylake"
	HardwareTargetTeslaV100          HardwareTarget = "tesla-v100"
	HardwareTargetTeslaK80           HardwareTarget = "tesla-k80"
	HardwareTargetT4                 HardwareTarget = "t4"
	HardwareTargetRaspberryPi8MODELB HardwareTarget = "raspberry-pi8-modela-b"
)

type HistogramData added in v0.4.414 

type HistogramData struct {
	// The bins if the histogram describes continous variables
	Bins []float64 `json:"bins,omitempty" protobuf:"bytes,1,rep,name=bins"`
	// The set of values per bin
	Values []float64 `json:"values,omitempty" protobuf:"bytes,2,rep,name=values"`
	// The name of the categories, one per bin if this is a categorical histogram
	Categories []string `json:"categories,omitempty" protobuf:"bytes,3,rep,name=categories"`
}

HistogramData contains the data to construct a histogram image

func (*HistogramData) DeepCopy added in v0.4.414 

func (in *HistogramData) DeepCopy() *HistogramData

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

func (*HistogramData) DeepCopyInto added in v0.4.414 

func (in *HistogramData) DeepCopyInto(out *HistogramData)

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

func (*HistogramData) Descriptor added in v0.4.414 

func (*HistogramData) Descriptor() ([]byte, []int)

func (*HistogramData) Marshal added in v0.4.414 

func (m *HistogramData) Marshal() (dAtA []byte, err error)

func (*HistogramData) MarshalTo added in v0.4.414 

func (m *HistogramData) MarshalTo(dAtA []byte) (int, error)

func (*HistogramData) MarshalToSizedBuffer added in v0.4.414 

func (m *HistogramData) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*HistogramData) ProtoMessage added in v0.4.414 

func (*HistogramData) ProtoMessage()

func (*HistogramData) Reset added in v0.4.414 

func (m *HistogramData) Reset()

func (*HistogramData) Size added in v0.4.414 

func (m *HistogramData) Size() (n int)

func (*HistogramData) String added in v0.4.414 

func (this *HistogramData) String() string

func (*HistogramData) Unmarshal added in v0.4.414 

func (m *HistogramData) Unmarshal(dAtA []byte) error

func (*HistogramData) XXX_DiscardUnknown added in v0.4.414 

func (m *HistogramData) XXX_DiscardUnknown()

func (*HistogramData) XXX_Marshal added in v0.4.414 

func (m *HistogramData) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*HistogramData) XXX_Merge added in v0.4.414 

func (m *HistogramData) XXX_Merge(src proto.Message)

func (*HistogramData) XXX_Size added in v0.4.414 

func (m *HistogramData) XXX_Size() int

func (*HistogramData) XXX_Unmarshal added in v0.4.414 

func (m *HistogramData) XXX_Unmarshal(b []byte) error

type HolidayCountry 

type HolidayCountry string

/ The HolidayCountry unit +kubebuilder:validation:Enum="US";"BR";"ID";"IN";"MY";"VN";"TH";"PH";"PK";"BD";"EG";"CN";"RU";"KR";"BY";"AE";"none"; 

const (
	UnitedState        HolidayCountry = "US"
	Brazil             HolidayCountry = "BR"
	Indonesia          HolidayCountry = "ID"
	India              HolidayCountry = "IN"
	Malaysia           HolidayCountry = "MY"
	Vietnam            HolidayCountry = "VN"
	Thailand           HolidayCountry = "TH"
	Philippines        HolidayCountry = "PH"
	Pakistan           HolidayCountry = "PK"
	Bangladesh         HolidayCountry = "BD"
	Egypt              HolidayCountry = "EG"
	China              HolidayCountry = "CN"
	Russian            HolidayCountry = "RU"
	Korea              HolidayCountry = "KR"
	Belarus            HolidayCountry = "BY"
	UnitedArabEmirates HolidayCountry = "AE"
	NoneHoliday        HolidayCountry = "none"
)

type ImageFeaturizer 

type ImageFeaturizer string

============================================================================== Image Featurizer ==============================================================================

type Images added in v0.4.606 

type Images struct {
	// The image used during training
	// +kubebuilder:validation:Optional
	TrainerImage *string `json:"trainerImage,omitempty" protobuf:"bytes,1,opt,name=trainerImage"`
	// The image used for data operations
	// +kubebuilder:validation:Optional
	DataImage *string `json:"dataImage,omitempty" protobuf:"bytes,2,opt,name=dataImage"`
	// The image used to deploy models
	// +kubebuilder:validation:Optional
	PublisherImage *string `json:"publisherImage,omitempty" protobuf:"bytes,3,opt,name=publisherImage"`
}

Images describes the Docker images used internally to perform workloads

func (*Images) DeepCopy added in v0.4.606 

func (in *Images) DeepCopy() *Images

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

func (*Images) DeepCopyInto added in v0.4.606 

func (in *Images) DeepCopyInto(out *Images)

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

func (*Images) Descriptor added in v0.4.606 

func (*Images) Descriptor() ([]byte, []int)

func (*Images) Marshal added in v0.4.606 

func (m *Images) Marshal() (dAtA []byte, err error)

func (*Images) MarshalTo added in v0.4.606 

func (m *Images) MarshalTo(dAtA []byte) (int, error)

func (*Images) MarshalToSizedBuffer added in v0.4.606 

func (m *Images) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Images) ProtoMessage added in v0.4.606 

func (*Images) ProtoMessage()

func (*Images) Reset added in v0.4.606 

func (m *Images) Reset()

func (*Images) Size added in v0.4.606 

func (m *Images) Size() (n int)

func (*Images) String added in v0.4.606 

func (this *Images) String() string

func (*Images) Unmarshal added in v0.4.606 

func (m *Images) Unmarshal(dAtA []byte) error

func (*Images) XXX_DiscardUnknown added in v0.4.606 

func (m *Images) XXX_DiscardUnknown()

func (*Images) XXX_Marshal added in v0.4.606 

func (m *Images) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Images) XXX_Merge added in v0.4.606 

func (m *Images) XXX_Merge(src proto.Message)

func (*Images) XXX_Size added in v0.4.606 

func (m *Images) XXX_Size() int

func (*Images) XXX_Unmarshal added in v0.4.606 

func (m *Images) XXX_Unmarshal(b []byte) error

type ImbalanceHandling 

type ImbalanceHandling string

============================================================================== Imbalance Handling ============================================================================== +kubebuilder:validation:Enum="adasyn";"baseline-smote";"kmean-smote";"random-over-sampler";"smote";"smotenc";"svmsmote";"none";"auto";class-weights; 

const (
	ADASYN            ImbalanceHandling = "adasyn"
	BorderlineSMOTE   ImbalanceHandling = "baseline-smote"
	KMeansSMOTE       ImbalanceHandling = "kmean-smote"
	RandomOverSampler ImbalanceHandling = "random-over-sampler"
	SMOTE             ImbalanceHandling = "smote"
	SMOTENC           ImbalanceHandling = "smotenc"
	SVMSMOTE          ImbalanceHandling = "svmsmote"
	ClassWeights      ImbalanceHandling = "class-weights"
	ImbalanceNone     ImbalanceHandling = "none"
	ImbalanceAuto     ImbalanceHandling = "auto"
)

type Imputation 

type Imputation string

============================================================================== Imputation ============================================================================== +kubebuilder:validation:Enum="remove-rows-with-missing-values";"replace-with-mean";"replace-with-median";"replace-with-arbitrary-value";"freq-category-imputation";"add-missing-value-indicator";"knn";"iterative";"mice";"no-imputation";"auto";"none" 

const (
	RemoveRowsWithMissingValues         Imputation = "remove-rows-with-missing-values"
	ReplaceWithMeanImputation           Imputation = "replace-with-mean"
	ReplaceWithMedianImputation         Imputation = "replace-with-median"
	ReplaceWithArbitraryValueImputation Imputation = "replace-with-arbitrary-value"
	FreqCategoryImputation              Imputation = "freq-category-imputation"
	AddMissingValueIndicatorImputation  Imputation = "add-missing-value-indicator"
	KnnImputation                       Imputation = "knn"
	IterativeImputation                 Imputation = "iterative"
	MICEImputation                      Imputation = "mice"
	NoImputation                        Imputation = "no-imputation"
	AutoImputer                         Imputation = "auto"
	NoneImputer                         Imputation = "none"
)

func ParseImputation 

func ParseImputation(name string) Imputation

type IntParameter 

type IntParameter struct {
	// Name is the name of the hyper parameter
	// +kubebuilder:validation:Optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// Type is the datatype of the parameter
	// +kubebuilder:validation:Optional
	Type DataType `json:"type,omitempty" protobuf:"bytes,2,opt,name=type"`
	// Min is the minimum value of the hyper parameter range
	// +kubebuilder:validation:Optional
	Min int32 `json:"min,omitempty" protobuf:"varint,3,opt,name=min"`
	// Max is the maximum value of the hyper parameter range
	// +kubebuilder:validation:Optional
	Max int32 `json:"max,omitempty" protobuf:"varint,4,opt,name=max"`
	// DefaultValue is the default value of the parameter
	// +kubebuilder:validation:Optional
	DefaultValue int32 `json:"defaultValue,omitempty" protobuf:"varint,6,opt,name=defaultValue"`
}

IntParameter contain the specification of an integer hyper parameter

func (*IntParameter) DeepCopy 

func (in *IntParameter) DeepCopy() *IntParameter

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

func (*IntParameter) DeepCopyInto 

func (in *IntParameter) DeepCopyInto(out *IntParameter)

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

func (*IntParameter) Descriptor 

func (*IntParameter) Descriptor() ([]byte, []int)

func (*IntParameter) Marshal 

func (m *IntParameter) Marshal() (dAtA []byte, err error)

func (*IntParameter) MarshalTo 

func (m *IntParameter) MarshalTo(dAtA []byte) (int, error)

func (*IntParameter) MarshalToSizedBuffer 

func (m *IntParameter) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*IntParameter) ProtoMessage 

func (*IntParameter) ProtoMessage()

func (*IntParameter) Reset 

func (m *IntParameter) Reset()

func (*IntParameter) Size 

func (m *IntParameter) Size() (n int)

func (*IntParameter) String 

func (this *IntParameter) String() string

func (*IntParameter) Unmarshal 

func (m *IntParameter) Unmarshal(dAtA []byte) error

func (*IntParameter) XXX_DiscardUnknown 

func (m *IntParameter) XXX_DiscardUnknown()

func (*IntParameter) XXX_Marshal 

func (m *IntParameter) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*IntParameter) XXX_Merge 

func (m *IntParameter) XXX_Merge(src proto.Message)

func (*IntParameter) XXX_Size 

func (m *IntParameter) XXX_Size() int

func (*IntParameter) XXX_Unmarshal 

func (m *IntParameter) XXX_Unmarshal(b []byte) error

type LastRunStatus added in v0.4.607 

type LastRunStatus struct {
	// The name of the run
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	// The status of the last run
	// +kubebuilder:validation:Optional
	Status string `json:"status,omitempty" protobuf:"bytes,2,opt,name=status"`
	// The time at which the run concluded
	// +kubebuilder:validation:Optional
	CompletionTime *metav1.Time `json:"completionTime,omitempty" protobuf:"bytes,3,opt,name=completionTime"`
	// The duration of the run in seconds
	// +kubebuilder:validation:Optional
	Duration int32 `json:"duration,omitempty" protobuf:"varint,4,opt,name=duration"`
	// In the case of failure, the resource controller which created the run will set this field with a failure reason
	FailureReason *StatusError `json:"failureReason,omitempty" protobuf:"bytes,5,opt,name=failureReason"`
	// In the case of failure, the resource controller which created the run will set this field with a failure message
	FailureMessage *string `json:"failureMessage,omitempty" protobuf:"bytes,6,opt,name=failureMessage"`
}

LastRunStatus describes the status of a single run for a run-based resource (such as a pipeline)

func (*LastRunStatus) DeepCopy added in v0.4.607 

func (in *LastRunStatus) DeepCopy() *LastRunStatus

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

func (*LastRunStatus) DeepCopyInto added in v0.4.607 

func (in *LastRunStatus) DeepCopyInto(out *LastRunStatus)

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

func (*LastRunStatus) Descriptor added in v0.4.607 

func (*LastRunStatus) Descriptor() ([]byte, []int)

func (*LastRunStatus) Marshal added in v0.4.607 

func (m *LastRunStatus) Marshal() (dAtA []byte, err error)

func (*LastRunStatus) MarshalTo added in v0.4.607 

func (m *LastRunStatus) MarshalTo(dAtA []byte) (int, error)

func (*LastRunStatus) MarshalToSizedBuffer added in v0.4.607 

func (m *LastRunStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*LastRunStatus) ProtoMessage added in v0.4.607 

func (*LastRunStatus) ProtoMessage()

func (*LastRunStatus) Reset added in v0.4.607 

func (m *LastRunStatus) Reset()

func (*LastRunStatus) Size added in v0.4.607 

func (m *LastRunStatus) Size() (n int)

func (*LastRunStatus) String added in v0.4.607 

func (this *LastRunStatus) String() string

func (*LastRunStatus) Unmarshal added in v0.4.607 

func (m *LastRunStatus) Unmarshal(dAtA []byte) error

func (*LastRunStatus) XXX_DiscardUnknown added in v0.4.607 

func (m *LastRunStatus) XXX_DiscardUnknown()

func (*LastRunStatus) XXX_Marshal added in v0.4.607 

func (m *LastRunStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LastRunStatus) XXX_Merge added in v0.4.607 

func (m *LastRunStatus) XXX_Merge(src proto.Message)

func (*LastRunStatus) XXX_Size added in v0.4.607 

func (m *LastRunStatus) XXX_Size() int

func (*LastRunStatus) XXX_Unmarshal added in v0.4.607 

func (m *LastRunStatus) XXX_Unmarshal(b []byte) error

type Lib 

type Lib struct {
	Name    string `json:"name,omitempty" protobuf:"bytes,1,opt,name=frameworks"`
	Version string `json:"version,omitempty" protobuf:"bytes,2,opt,name=version"`
}

func (*Lib) DeepCopy 

func (in *Lib) DeepCopy() *Lib

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

func (*Lib) DeepCopyInto 

func (in *Lib) DeepCopyInto(out *Lib)

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

func (*Lib) Descriptor 

func (*Lib) Descriptor() ([]byte, []int)

func (*Lib) Marshal 

func (m *Lib) Marshal() (dAtA []byte, err error)

func (*Lib) MarshalTo 

func (m *Lib) MarshalTo(dAtA []byte) (int, error)

func (*Lib) MarshalToSizedBuffer 

func (m *Lib) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Lib) ProtoMessage 

func (*Lib) ProtoMessage()

func (*Lib) Reset 

func (m *Lib) Reset()

func (*Lib) Size 

func (m *Lib) Size() (n int)

func (*Lib) String 

func (this *Lib) String() string

func (*Lib) Unmarshal 

func (m *Lib) Unmarshal(dAtA []byte) error

func (*Lib) XXX_DiscardUnknown 

func (m *Lib) XXX_DiscardUnknown()

func (*Lib) XXX_Marshal 

func (m *Lib) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Lib) XXX_Merge 

func (m *Lib) XXX_Merge(src proto.Message)

func (*Lib) XXX_Size 

func (m *Lib) XXX_Size() int

func (*Lib) XXX_Unmarshal 

func (m *Lib) XXX_Unmarshal(b []byte) error

type LicenseType 

type LicenseType string

+kubebuilder:validation:Enum="lite";"pro";"enterprise" 

const (
	Lite       LicenseType = "lite"
	Pro        LicenseType = "pro"
	Enterprise LicenseType = "enterprise"
)

type LogLevel added in v0.4.718 

type LogLevel string

The Log level for modela jobs +kubebuilder:validation:Enum="trace";"debug";"info";"error" 

const (
	LogLevelTrace LogLevel = "trace"
	LogLevelDebug LogLevel = "debug"
	LogLevelInfo  LogLevel = "info"
	LogLevelError LogLevel = "error"
)

type Logs 

type Logs struct {
	// The name of the VirtualBucket resource where the logs are stored
	// +kubebuilder:validation:Optional
	BucketName string `json:"bucketName,omitempty" protobuf:"bytes,1,opt,name=bucketName"`
	// The collection of ContainerLog objects that describe the location of logs per container
	// +kubebuilder:validation:Optional
	Containers []ContainerLog `json:"containers,omitempty" protobuf:"bytes,2,rep,name=containers"`
}

Logs describes the location of logs produced by workloads associated with a resource

func (*Logs) Append added in v0.4.792 

func (logs *Logs) Append(newLogs []ContainerLog)

Append the logs only if they are not already exists

func (*Logs) DeepCopy 

func (in *Logs) DeepCopy() *Logs

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

func (*Logs) DeepCopyInto 

func (in *Logs) DeepCopyInto(out *Logs)

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

func (*Logs) Descriptor 

func (*Logs) Descriptor() ([]byte, []int)

func (*Logs) Marshal 

func (m *Logs) Marshal() (dAtA []byte, err error)

func (*Logs) MarshalTo 

func (m *Logs) MarshalTo(dAtA []byte) (int, error)

func (*Logs) MarshalToSizedBuffer 

func (m *Logs) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Logs) ProtoMessage 

func (*Logs) ProtoMessage()

func (*Logs) Reset 

func (m *Logs) Reset()

func (*Logs) Size 

func (m *Logs) Size() (n int)

func (*Logs) String 

func (this *Logs) String() string

func (*Logs) Unmarshal 

func (m *Logs) Unmarshal(dAtA []byte) error

func (*Logs) XXX_DiscardUnknown 

func (m *Logs) XXX_DiscardUnknown()

func (*Logs) XXX_Marshal 

func (m *Logs) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Logs) XXX_Merge 

func (m *Logs) XXX_Merge(src proto.Message)

func (*Logs) XXX_Size 

func (m *Logs) XXX_Size() int

func (*Logs) XXX_Unmarshal 

func (m *Logs) XXX_Unmarshal(b []byte) error

type MLFramework 

type MLFramework struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              MLFrameworkSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

MLFramework define the metadata about a machine learning framework +kubebuilder:object:root=true +kubebuilder:printcolumn:name="URL",type="string",JSONPath=".spec.url" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.version" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" +kubebuilder:resource:path=mlframeworks,singular=mlframework,categories={catalog,modela,all}

func (*MLFramework) DeepCopy 

func (in *MLFramework) DeepCopy() *MLFramework

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

func (*MLFramework) DeepCopyInto 

func (in *MLFramework) DeepCopyInto(out *MLFramework)

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

func (*MLFramework) DeepCopyObject 

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

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

func (*MLFramework) Default 

func (framework *MLFramework) Default()

func (*MLFramework) Descriptor 

func (*MLFramework) Descriptor() ([]byte, []int)

func (*MLFramework) Marshal 

func (m *MLFramework) Marshal() (dAtA []byte, err error)

func (*MLFramework) MarshalTo 

func (m *MLFramework) MarshalTo(dAtA []byte) (int, error)

func (*MLFramework) MarshalToSizedBuffer 

func (m *MLFramework) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MLFramework) ProtoMessage 

func (*MLFramework) ProtoMessage()

func (*MLFramework) Reset 

func (m *MLFramework) Reset()

func (*MLFramework) Size 

func (m *MLFramework) Size() (n int)

func (*MLFramework) String 

func (this *MLFramework) String() string

func (*MLFramework) Unmarshal 

func (m *MLFramework) Unmarshal(dAtA []byte) error

func (*MLFramework) Validate 

func (framework *MLFramework) Validate() (bool, field.ErrorList)

func (*MLFramework) ValidateCreate 

func (framework *MLFramework) ValidateCreate() error

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

func (*MLFramework) ValidateDelete 

func (framework *MLFramework) ValidateDelete() error

func (*MLFramework) ValidateUpdate 

func (framework *MLFramework) ValidateUpdate(old runtime.Object) error

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

func (*MLFramework) XXX_DiscardUnknown 

func (m *MLFramework) XXX_DiscardUnknown()

func (*MLFramework) XXX_Marshal 

func (m *MLFramework) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MLFramework) XXX_Merge 

func (m *MLFramework) XXX_Merge(src proto.Message)

func (*MLFramework) XXX_Size 

func (m *MLFramework) XXX_Size() int

func (*MLFramework) XXX_Unmarshal 

func (m *MLFramework) XXX_Unmarshal(b []byte) error

type MLFrameworkList 

type MLFrameworkList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Items           []MLFramework `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true MLFrameworkList contains a list of MLFramework

func (*MLFrameworkList) DeepCopy 

func (in *MLFrameworkList) DeepCopy() *MLFrameworkList

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

func (*MLFrameworkList) DeepCopyInto 

func (in *MLFrameworkList) DeepCopyInto(out *MLFrameworkList)

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

func (*MLFrameworkList) DeepCopyObject 

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

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

func (*MLFrameworkList) Descriptor 

func (*MLFrameworkList) Descriptor() ([]byte, []int)

func (*MLFrameworkList) Marshal 

func (m *MLFrameworkList) Marshal() (dAtA []byte, err error)

func (*MLFrameworkList) MarshalTo 

func (m *MLFrameworkList) MarshalTo(dAtA []byte) (int, error)

func (*MLFrameworkList) MarshalToSizedBuffer 

func (m *MLFrameworkList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MLFrameworkList) ProtoMessage 

func (*MLFrameworkList) ProtoMessage()

func (*MLFrameworkList) Reset 

func (m *MLFrameworkList) Reset()

func (*MLFrameworkList) Size 

func (m *MLFrameworkList) Size() (n int)

func (*MLFrameworkList) String 

func (this *MLFrameworkList) String() string

func (*MLFrameworkList) Unmarshal 

func (m *MLFrameworkList) Unmarshal(dAtA []byte) error

func (*MLFrameworkList) XXX_DiscardUnknown 

func (m *MLFrameworkList) XXX_DiscardUnknown()

func (*MLFrameworkList) XXX_Marshal 

func (m *MLFrameworkList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MLFrameworkList) XXX_Merge 

func (m *MLFrameworkList) XXX_Merge(src proto.Message)

func (*MLFrameworkList) XXX_Size 

func (m *MLFrameworkList) XXX_Size() int

func (*MLFrameworkList) XXX_Unmarshal 

func (m *MLFrameworkList) XXX_Unmarshal(b []byte) error

type MLFrameworkSpec 

type MLFrameworkSpec struct {
	// URL for the home page of the mlframework
	// +kubebuilder:validation:Optional
	URL string `json:"url,omitempty" protobuf:"bytes,1,opt,name=url"`
	// Comments of the framework
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,2,opt,name=description"`
	// The current version of the mlframework
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	Version *string `json:"version,omitempty" protobuf:"bytes,3,opt,name=version"`
	// Lang is the framework lang
	// +kubebuilder:validation:Optional
	Lang *string `json:"lang,omitempty" protobuf:"bytes,4,opt,name=lang"`
}

MLFramework is the spec for a specific version of machine learning framework (e.g. tensorflow)

func (*MLFrameworkSpec) DeepCopy 

func (in *MLFrameworkSpec) DeepCopy() *MLFrameworkSpec

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

func (*MLFrameworkSpec) DeepCopyInto 

func (in *MLFrameworkSpec) DeepCopyInto(out *MLFrameworkSpec)

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

func (*MLFrameworkSpec) Descriptor 

func (*MLFrameworkSpec) Descriptor() ([]byte, []int)

func (*MLFrameworkSpec) Marshal 

func (m *MLFrameworkSpec) Marshal() (dAtA []byte, err error)

func (*MLFrameworkSpec) MarshalTo 

func (m *MLFrameworkSpec) MarshalTo(dAtA []byte) (int, error)

func (*MLFrameworkSpec) MarshalToSizedBuffer 

func (m *MLFrameworkSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MLFrameworkSpec) ProtoMessage 

func (*MLFrameworkSpec) ProtoMessage()

func (*MLFrameworkSpec) Reset 

func (m *MLFrameworkSpec) Reset()

func (*MLFrameworkSpec) Size 

func (m *MLFrameworkSpec) Size() (n int)

func (*MLFrameworkSpec) String 

func (this *MLFrameworkSpec) String() string

func (*MLFrameworkSpec) Unmarshal 

func (m *MLFrameworkSpec) Unmarshal(dAtA []byte) error

func (*MLFrameworkSpec) XXX_DiscardUnknown 

func (m *MLFrameworkSpec) XXX_DiscardUnknown()

func (*MLFrameworkSpec) XXX_Marshal 

func (m *MLFrameworkSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MLFrameworkSpec) XXX_Merge 

func (m *MLFrameworkSpec) XXX_Merge(src proto.Message)

func (*MLFrameworkSpec) XXX_Size 

func (m *MLFrameworkSpec) XXX_Size() int

func (*MLFrameworkSpec) XXX_Unmarshal 

func (m *MLFrameworkSpec) XXX_Unmarshal(b []byte) error

type MLSubtask added in v0.4.850 

type MLSubtask string

Define NLP sub tasks +kubebuilder:validation:Enum="text-ner";"text-classification";"text-multi-classification";"text-regression";"text-multi-label-classification";"text-conversation";"text-lang-generation";"text-lang-model";"text-multi-modal";"text-ner";"text-qa";"text-summarization";"text-sentence-pair";"text-representation-generation";"text-sentiment-analysis";"text-code-generation";"text-translation";"text-lang-detection";"text-grammar-correction";"text-paraphrasing";"text-intent-classification";"text-semantic-similarity";"text-keyword-extraction";"text-pos";"text-tokenization";"text-lemma";"image-classification";"image-multi-label-classification";"image-object-detection";"image-segmentation";"none" 

const (
	TextNer                        MLSubtask = "text-ner"
	TextClassification             MLSubtask = "text-classification"
	TextMultiClassification        MLSubtask = "text-multi-classification"
	TextRegression                 MLSubtask = "text-regression"
	TextMultiLabelClassification   MLSubtask = "text-multi-label-classification"
	TextConversation               MLSubtask = "text-conversation"
	TextLangGeneration             MLSubtask = "text-lang-generation"
	TextLangModel                  MLSubtask = "text-lang-model"
	TextMultiModalClassification   MLSubtask = "text-multi-modal"
	TextNER                        MLSubtask = "text-ner"
	TextQA                         MLSubtask = "text-qa"
	TextSummarization              MLSubtask = "text-summarization"
	TextSentencePairClassification MLSubtask = "text-sentence-pair"
	TextRepresentationGeneration   MLSubtask = "text-representation-generation"
	TextSentimentAnalysis          MLSubtask = "text-sentiment-analysis"
	TextCodeGeneration             MLSubtask = "text-code-generation"
	TextTranslation                MLSubtask = "text-translation"
	TextLangDetection              MLSubtask = "text-lang-detection"
	TextGrammarCorrection          MLSubtask = "text-grammar-correction"
	TextParaphrasing               MLSubtask = "text-paraphrasing"
	TextIntentClassification       MLSubtask = "text-intent-classification"
	TextSemanticSimilarity         MLSubtask = "text-semantic-similarity"
	TextKeywordExtraction          MLSubtask = "text-keyword-extraction"
	TextPOS                        MLSubtask = "text-pos"
	TextTokenization               MLSubtask = "text-tokenization"
	TextLemmalization              MLSubtask = "text-lemma"

	// Vision
	ImageClassification           MLSubtask = "image-classification"
	ImageMultiLabelClassification MLSubtask = "image-multi-label-classification"
	ImageObjectDetection          MLSubtask = "image-object-detection"
	ImageSegmentation             MLSubtask = "image-segmentation"

	// Video
	VideoActionRecognition MLSubtask = "video-action-recognition"
	VideoClassification    MLSubtask = "video-classification"
	VideoObjectTracking    MLSubtask = "video-object-tracking"

	NoneSubtask MLSubtask = "none"
)

type MLTask 

type MLTask string

MLTask is the machine learning task name +kubebuilder:validation:Enum="binary-classification";"multi-classification";"forecasting";"regression";"clustering";"recommendation";"outlier-detection";"novelty-detection";"auto";"unknown" 

const (
	BinaryClassification MLTask = "binary-classification"
	MultiClassification  MLTask = "multi-classification"
	NLP                  MLTask = "nlp"
	Vision               MLTask = "vision"
	Video                MLTask = "video"
	Audio                MLTask = "audio"
	Forecasting          MLTask = "forecasting"
	Regression           MLTask = "regression"
	Clustering           MLTask = "clustering"
	Recommendation       MLTask = "recommendation"
	OutlierDetection     MLTask = "outlier-detection"
	NoveltyDetection     MLTask = "novelty-detection"
	TopicModeling        MLTask = "topic-modeling"
	AutoDetectTask       MLTask = "auto"

	UnknownTask MLTask = "unknown"
)

type MachineClass 

type MachineClass struct {
	//Code the the code of the machine class within the data provider
	Code string `json:"code" protobuf:"bytes,1,opt,name=code"`
	//+optional
	RegionName string `json:"regionName" protobuf:"bytes,2,opt,name=regionName"`
	//Mem is the amount of memory on this machine
	//+optional
	Mem *resource.Quantity `json:"mem" protobuf:"bytes,3,opt,name=mem"`
	//Vcpu is the number of virtual cpus on this machine
	// +kubebuilder:validation:Minimum=0
	//+optional
	Vcpu *int32 `json:"vcpu" protobuf:"varint,4,opt,name=vcpu"`
	//Storage is the amount of storage on this machine class
	//+optional
	Storage string `json:"storage" protobuf:"bytes,5,opt,name=storage"`
}

MachineClass define the specific for a machine type of a cloud provider

func (*MachineClass) DeepCopy 

func (in *MachineClass) DeepCopy() *MachineClass

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

func (*MachineClass) DeepCopyInto 

func (in *MachineClass) DeepCopyInto(out *MachineClass)

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

func (*MachineClass) Descriptor 

func (*MachineClass) Descriptor() ([]byte, []int)

func (*MachineClass) Marshal 

func (m *MachineClass) Marshal() (dAtA []byte, err error)

func (*MachineClass) MarshalTo 

func (m *MachineClass) MarshalTo(dAtA []byte) (int, error)

func (*MachineClass) MarshalToSizedBuffer 

func (m *MachineClass) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MachineClass) ProtoMessage 

func (*MachineClass) ProtoMessage()

func (*MachineClass) Reset 

func (m *MachineClass) Reset()

func (*MachineClass) Size 

func (m *MachineClass) Size() (n int)

func (*MachineClass) String 

func (this *MachineClass) String() string

func (*MachineClass) Unmarshal 

func (m *MachineClass) Unmarshal(dAtA []byte) error

func (*MachineClass) XXX_DiscardUnknown 

func (m *MachineClass) XXX_DiscardUnknown()

func (*MachineClass) XXX_Marshal 

func (m *MachineClass) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MachineClass) XXX_Merge 

func (m *MachineClass) XXX_Merge(src proto.Message)

func (*MachineClass) XXX_Size 

func (m *MachineClass) XXX_Size() int

func (*MachineClass) XXX_Unmarshal 

func (m *MachineClass) XXX_Unmarshal(b []byte) error

type MachineClassCost 

type MachineClassCost struct {
	// Code is the machine class code
	Code string `json:"code,omitempty" protobuf:"bytes,1,opt,name=code"`
	// Region is the code of the region
	Region string `json:"region,omitempty" protobuf:"bytes,2,opt,name=region"`
	// CostPerMinute is the cost per minute in dollar of the machine class
	CostPerMinute *resource.Quantity `json:"costPerMinute,omitempty" protobuf:"bytes,3,opt,name=costPerMinute"`
	// CostSpot is the spot cost of the machine class
	CostSpot *resource.Quantity `json:"costSpot,omitempty" protobuf:"bytes,4,opt,name=costSpot"`
}

MachineClassCost contain the current cost of a machine class in a region

func (*MachineClassCost) DeepCopy 

func (in *MachineClassCost) DeepCopy() *MachineClassCost

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

func (*MachineClassCost) DeepCopyInto 

func (in *MachineClassCost) DeepCopyInto(out *MachineClassCost)

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

func (*MachineClassCost) Descriptor 

func (*MachineClassCost) Descriptor() ([]byte, []int)

func (*MachineClassCost) Marshal 

func (m *MachineClassCost) Marshal() (dAtA []byte, err error)

func (*MachineClassCost) MarshalTo 

func (m *MachineClassCost) MarshalTo(dAtA []byte) (int, error)

func (*MachineClassCost) MarshalToSizedBuffer 

func (m *MachineClassCost) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*MachineClassCost) ProtoMessage 

func (*MachineClassCost) ProtoMessage()

func (*MachineClassCost) Reset 

func (m *MachineClassCost) Reset()

func (*MachineClassCost) Size 

func (m *MachineClassCost) Size() (n int)

func (*MachineClassCost) String 

func (this *MachineClassCost) String() string

func (*MachineClassCost) Unmarshal 

func (m *MachineClassCost) Unmarshal(dAtA []byte) error

func (*MachineClassCost) XXX_DiscardUnknown 

func (m *MachineClassCost) XXX_DiscardUnknown()

func (*MachineClassCost) XXX_Marshal 

func (m *MachineClassCost) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*MachineClassCost) XXX_Merge 

func (m *MachineClassCost) XXX_Merge(src proto.Message)

func (*MachineClassCost) XXX_Size 

func (m *MachineClassCost) XXX_Size() int

func (*MachineClassCost) XXX_Unmarshal 

func (m *MachineClassCost) XXX_Unmarshal(b []byte) error

type ManagedImage added in v0.4.439 

type ManagedImage struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              ManagedImageSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

MLFramework define the metadata about a machine learning framework +kubebuilder:object:root=true +kubebuilder:printcolumn:name="URL",type="string",JSONPath=".spec.url" +kubebuilder:printcolumn:name="Version",type="string",JSONPath=".spec.version" +kubebuilder:printcolumn:name="Description",type="string",JSONPath=".spec.description" +kubebuilder:resource:path=managedimages,singular=managedimage,categories={catalog,modela,all}

func NewManagedImage added in v0.4.439 

func NewManagedImage(ns string, name string, image string) *ManagedImage

func (*ManagedImage) DeepCopy added in v0.4.439 

func (in *ManagedImage) DeepCopy() *ManagedImage

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

func (*ManagedImage) DeepCopyInto added in v0.4.439 

func (in *ManagedImage) DeepCopyInto(out *ManagedImage)

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

func (*ManagedImage) DeepCopyObject added in v0.4.439 

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

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

func (*ManagedImage) Default added in v0.4.439 

func (p *ManagedImage) Default()

func (*ManagedImage) Descriptor added in v0.4.439 

func (*ManagedImage) Descriptor() ([]byte, []int)

func (*ManagedImage) Marshal added in v0.4.439 

func (m *ManagedImage) Marshal() (dAtA []byte, err error)

func (*ManagedImage) MarshalTo added in v0.4.439 

func (m *ManagedImage) MarshalTo(dAtA []byte) (int, error)

func (*ManagedImage) MarshalToSizedBuffer added in v0.4.439 

func (m *ManagedImage) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ManagedImage) ProtoMessage added in v0.4.439 

func (*ManagedImage) ProtoMessage()

func (*ManagedImage) Reset added in v0.4.439 

func (m *ManagedImage) Reset()

func (*ManagedImage) Size added in v0.4.439 

func (m *ManagedImage) Size() (n int)

func (*ManagedImage) String added in v0.4.439 

func (this *ManagedImage) String() string

func (*ManagedImage) URL added in v0.4.485 

func (p *ManagedImage) URL() string

func (*ManagedImage) Unmarshal added in v0.4.439 

func (m *ManagedImage) Unmarshal(dAtA []byte) error

func (*ManagedImage) Validate added in v0.4.439 

func (image *ManagedImage) Validate() (bool, field.ErrorList)

func (*ManagedImage) ValidateCreate added in v0.4.439 

func (image *ManagedImage) ValidateCreate() error

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

func (*ManagedImage) ValidateDelete added in v0.4.439 

func (image *ManagedImage) ValidateDelete() error

func (*ManagedImage) ValidateUpdate added in v0.4.439 

func (image *ManagedImage) ValidateUpdate(old runtime.Object) error

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

func (*ManagedImage) XXX_DiscardUnknown added in v0.4.439 

func (m *ManagedImage) XXX_DiscardUnknown()

func (*ManagedImage) XXX_Marshal added in v0.4.439 

func (m *ManagedImage) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ManagedImage) XXX_Merge added in v0.4.439 

func (m *ManagedImage) XXX_Merge(src proto.Message)

func (*ManagedImage) XXX_Size added in v0.4.439 

func (m *ManagedImage) XXX_Size() int

func (*ManagedImage) XXX_Unmarshal added in v0.4.439 

func (m *ManagedImage) XXX_Unmarshal(b []byte) error

type ManagedImageList added in v0.4.439 

type ManagedImageList struct {
	metav1.TypeMeta `json:",inline" `
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`

	Items []ManagedImage `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true ManagedImageList is a list of pretrained models

func (*ManagedImageList) DeepCopy added in v0.4.439 

func (in *ManagedImageList) DeepCopy() *ManagedImageList

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

func (*ManagedImageList) DeepCopyInto added in v0.4.439 

func (in *ManagedImageList) DeepCopyInto(out *ManagedImageList)

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

func (*ManagedImageList) DeepCopyObject added in v0.4.439 

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

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

func (*ManagedImageList) Descriptor added in v0.4.439 

func (*ManagedImageList) Descriptor() ([]byte, []int)

func (*ManagedImageList) Marshal added in v0.4.439 

func (m *ManagedImageList) Marshal() (dAtA []byte, err error)

func (*ManagedImageList) MarshalTo added in v0.4.439 

func (m *ManagedImageList) MarshalTo(dAtA []byte) (int, error)

func (*ManagedImageList) MarshalToSizedBuffer added in v0.4.439 

func (m *ManagedImageList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ManagedImageList) ProtoMessage added in v0.4.439 

func (*ManagedImageList) ProtoMessage()

func (*ManagedImageList) Reset added in v0.4.439 

func (m *ManagedImageList) Reset()

func (*ManagedImageList) Size added in v0.4.439 

func (m *ManagedImageList) Size() (n int)

func (*ManagedImageList) String added in v0.4.439 

func (this *ManagedImageList) String() string

func (*ManagedImageList) Unmarshal added in v0.4.439 

func (m *ManagedImageList) Unmarshal(dAtA []byte) error

func (*ManagedImageList) XXX_DiscardUnknown added in v0.4.439 

func (m *ManagedImageList) XXX_DiscardUnknown()

func (*ManagedImageList) XXX_Marshal added in v0.4.439 

func (m *ManagedImageList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ManagedImageList) XXX_Merge added in v0.4.439 

func (m *ManagedImageList) XXX_Merge(src proto.Message)

func (*ManagedImageList) XXX_Size added in v0.4.439 

func (m *ManagedImageList) XXX_Size() int

func (*ManagedImageList) XXX_Unmarshal added in v0.4.439 

func (m *ManagedImageList) XXX_Unmarshal(b []byte) error

type ManagedImageRole added in v0.4.513 

type ManagedImageRole string

+kubebuilder:validation:Enum="cloud-proxy";"trainer";"predictor";"dashboard";"workload";"prediction-router";"dataplane";"publisher";"system";"batch-prediction" 

const (
	CloudProxyImageRole       ManagedImageRole = "cloud-proxy"
	TrainerImageRole          ManagedImageRole = "trainer"
	PredictorImageRole        ManagedImageRole = "predictor"
	DashboardImageRole        ManagedImageRole = "dashboard"
	WorkloadImageRole         ManagedImageRole = "workload"
	DataplaneImageRole        ManagedImageRole = "dataplane"
	PublisherImageRole        ManagedImageRole = "publisher"
	SystemImageRole           ManagedImageRole = "system"
	PredictionRouterImageRole ManagedImageRole = "prediction-router"
	BatchPredictionImageRole  ManagedImageRole = "batch-prediction"
)

type ManagedImageSpec added in v0.4.439 

type ManagedImageSpec struct {
	// +kubebuilder:validation:Optional
	Description *string `json:"description,optional" protobuf:"bytes,1,opt,name=description"`
	// The image registry, by default use docker.io
	// +kubebuilder:default ="docker.io"
	// +kubebuilder:validation:Optional
	Registry *string `json:"registry,optional" protobuf:"bytes,2,opt,name=registry"`
	// The image repository. This is a required field
	// +kubebuilder:validation:Required
	Repository string `json:"repository,optional" protobuf:"bytes,3,opt,name=repository"`
	// The image tag. by default this is latest
	// +kubebuilder:default ="latest"
	// +kubebuilder:validation:Optional
	Tag *string `json:"tag,optional" protobuf:"bytes,4,opt,name=tag"`
	// The environment variables to use when the image start
	// +kubebuilder:validation:Optional
	Env []v1.EnvVar `json:"env,optional" protobuf:"bytes,5,rep,name=env"`
	// Is this a gpu image
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Gpu *bool `json:"gpu,optional" protobuf:"varint,6,opt,name=gpu"`
	// If true this is an active image that should be used for new training.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Active *bool `json:"active,optional" protobuf:"varint,7,opt,name=active"`
	// Preload the image to the cluster.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Preload *bool `json:"preload,optional" protobuf:"varint,8,opt,name=preload"`
	// Preload the image to the cluster.
	// +kubebuilder:validation:Optional
	ConnectionRef *v1.ObjectReference `json:"connectionRef,optional" protobuf:"bytes,9,opt,name=connectionRef"`
	// The base image for this image.
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	Base *string `json:"base,optional" protobuf:"bytes,10,opt,name=base"`
	// The base image for this image.
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	Role *ManagedImageRole `json:"role,optional" protobuf:"bytes,11,opt,name=role"`
	// The organization maintaining this image
	// +kubebuilder:default ="metaprov"
	// +kubebuilder:validation:Optional
	// Who maintain this image.
	MaintainedBy *string `json:"maintainedBy,optional" protobuf:"bytes,12,opt,name=mantainedBy"`
	// The Image home page in the registry
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	URI *string `json:"uri,optional" protobuf:"bytes,13,opt,name=uri"`
	// List of ml frameworks supported by the data container
	// +kubebuilder:validation:Optional
	Frameworks []string `json:"frameworks,omitempty" protobuf:"bytes,14,rep,name=frameworks"`
	// Libs is the list of python library supported by the data container
	// +kubebuilder:validation:Optional
	Libs []Lib `json:"libs,omitempty" protobuf:"bytes,15,rep,name=libs"`
	// OS is the name of the os
	// +kubebuilder:validation:Optional
	OS string `json:"os,omitempty" protobuf:"bytes,16,opt,name=os"`
	// OSVersion is the version of the os
	// +kubebuilder:validation:Optional
	OSVersion string `json:"osVersion,omitempty" protobuf:"bytes,17,opt,name=osVersion"`
	// If true this is an active image that should be used for new training.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Private *bool `json:"private,optional" protobuf:"varint,18,opt,name=private"`
}

ManagedImageSpec is the desired state of the pretrained model

func (*ManagedImageSpec) DeepCopy added in v0.4.439 

func (in *ManagedImageSpec) DeepCopy() *ManagedImageSpec

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

func (*ManagedImageSpec) DeepCopyInto added in v0.4.439 

func (in *ManagedImageSpec) DeepCopyInto(out *ManagedImageSpec)

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

func (*ManagedImageSpec) Descriptor added in v0.4.439 

func (*ManagedImageSpec) Descriptor() ([]byte, []int)

func (*ManagedImageSpec) Marshal added in v0.4.439 

func (m *ManagedImageSpec) Marshal() (dAtA []byte, err error)

func (*ManagedImageSpec) MarshalTo added in v0.4.439 

func (m *ManagedImageSpec) MarshalTo(dAtA []byte) (int, error)

func (*ManagedImageSpec) MarshalToSizedBuffer added in v0.4.439 

func (m *ManagedImageSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ManagedImageSpec) ProtoMessage added in v0.4.439 

func (*ManagedImageSpec) ProtoMessage()

func (*ManagedImageSpec) Reset added in v0.4.439 

func (m *ManagedImageSpec) Reset()

func (*ManagedImageSpec) Size added in v0.4.439 

func (m *ManagedImageSpec) Size() (n int)

func (*ManagedImageSpec) String added in v0.4.439 

func (this *ManagedImageSpec) String() string

func (*ManagedImageSpec) Unmarshal added in v0.4.439 

func (m *ManagedImageSpec) Unmarshal(dAtA []byte) error

func (*ManagedImageSpec) XXX_DiscardUnknown added in v0.4.439 

func (m *ManagedImageSpec) XXX_DiscardUnknown()

func (*ManagedImageSpec) XXX_Marshal added in v0.4.439 

func (m *ManagedImageSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ManagedImageSpec) XXX_Merge added in v0.4.439 

func (m *ManagedImageSpec) XXX_Merge(src proto.Message)

func (*ManagedImageSpec) XXX_Size added in v0.4.439 

func (m *ManagedImageSpec) XXX_Size() int

func (*ManagedImageSpec) XXX_Unmarshal added in v0.4.439 

func (m *ManagedImageSpec) XXX_Unmarshal(b []byte) error

type Measurement 

type Measurement struct {
	// The metric type name (e.g. F1 / Accuracy)
	// +kubebuilder:validation:Required
	Metric *Metric `json:"metric" protobuf:"bytes,1,opt,name=metric"`
	// The value of the metric
	// +kubebuilder:validation:Required
	// +required
	Value *float64 `json:"value" protobuf:"bytes,2,opt,name=value"`
	// Metric standard diviation
	// +kubebuilder:validation:Required
	// +kubebuilder:validation:Optional
	Stddev *float64 `json:"stddev" protobuf:"bytes,3,opt,name=stddev"`
}

Measurement is a value for a specific metric

func (*Measurement) DeepCopy 

func (in *Measurement) DeepCopy() *Measurement

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

func (*Measurement) DeepCopyInto 

func (in *Measurement) DeepCopyInto(out *Measurement)

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

func (*Measurement) Descriptor 

func (*Measurement) Descriptor() ([]byte, []int)

func (*Measurement) Marshal 

func (m *Measurement) Marshal() (dAtA []byte, err error)

func (*Measurement) MarshalTo 

func (m *Measurement) MarshalTo(dAtA []byte) (int, error)

func (*Measurement) MarshalToSizedBuffer 

func (m *Measurement) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Measurement) ProtoMessage 

func (*Measurement) ProtoMessage()

func (*Measurement) Reset 

func (m *Measurement) Reset()

func (*Measurement) Size 

func (m *Measurement) Size() (n int)

func (*Measurement) String 

func (this *Measurement) String() string

func (*Measurement) Unmarshal 

func (m *Measurement) Unmarshal(dAtA []byte) error

func (*Measurement) XXX_DiscardUnknown 

func (m *Measurement) XXX_DiscardUnknown()

func (*Measurement) XXX_Marshal 

func (m *Measurement) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Measurement) XXX_Merge 

func (m *Measurement) XXX_Merge(src proto.Message)

func (*Measurement) XXX_Size 

func (m *Measurement) XXX_Size() int

func (*Measurement) XXX_Unmarshal 

func (m *Measurement) XXX_Unmarshal(b []byte) error

type Metric 

type Metric string

+kubebuilder:validation:Enum="accuracy";"average-precision";"balanced-accuracy";"pr-auc";"pr-auc-micro";"pr-auc-macro";"pr-auc-weighted";"f1";"f1-micro";"f1-macro";"f1-weighted";"f1-samples";"precision";"precision-micro";"precision-macro";"precision-weighted"; "precision-samples";"recall";"recall-macro";"recall-micro";"recall-weighted";"recall-samples";"log-loss";"auc";"auc-micro";"auc-macro";"auc-weighted";"zero-one";"hamming-loss";"hinge-loss";"jacquard-loss";"mcc";"fp";"fn";"tn";"tp";"tpr";"fpr";"tnr";"matthews-corr-coef";"explained-variance";"max-error";"mae";"mse";"msle";"rmse";"rmsle";"median-absolute-error";"r2";"adj-r2";"mean_poisson_deviance";"mean-gamma-deviance";"mean-tweedie-deviance";"mape";"maze";"mdape";"smape";"adjusted-mutual-info-score";"adjusted-rand-score";"completeness-score";"fowlkes-mallows-score";"homogeneity-score";"mutual-info-score";"normalized-mutual-info-score";"v-measure-score";"p50-latency";"p95-latency";"p99-latency";"cpu";"gpu";"mem";"gpu-mem";"req-per-sec";"uncertain-prediction-percent";"none";"ks";"psi";"wasserstein-distance";"kl-divergenece";"jensen-shannon-distance" 

const (
	Accuracy Metric = "accuracy"
	// classification
	AveragePrecision  Metric = "average-precision"
	BalancedAccuracy  Metric = "balanced-accuracy"
	F1Binary          Metric = "f1"
	F1Micro           Metric = "f1-micro"
	F1Macro           Metric = "f1-macro"
	F1Weighted        Metric = "f1-weighted"
	F1Samples         Metric = "f1-samples"
	PrecisionBinary   Metric = "precision"
	PrecisionMicro    Metric = "precision-micro"
	PrecisionMacro    Metric = "precision-macro"
	PrecisionWeighted Metric = "precision-weighted"
	PrecisionSamples  Metric = "precision-samples"
	RecallBinary      Metric = "recall"
	RecallMacro       Metric = "recall-macro"
	RecallMicro       Metric = "recall-micro"
	RecallWeighted    Metric = "recall-weighted"
	RecallSamples     Metric = "recall-samples"
	LogLoss           Metric = "log-loss"
	RocAuc            Metric = "auc"
	RocAucMicro       Metric = "auc-micro"
	RocAucMacro       Metric = "auc-macro"
	RocAucWeighted    Metric = "auc-weighted"
	PRRocAuc          Metric = "pr-auc"
	PRRocAucMicro     Metric = "pr-auc-micro"
	PRRocAucMacro     Metric = "pr-auc-macro"
	PRRocAucWeighted  Metric = "pr-auc-weighted"
	ZeroOne           Metric = "zero-one"
	HammingLoss       Metric = "hamming-loss"
	HingeLoss         Metric = "hinge-loss"
	JacquardScore     Metric = "jacquard-loss"
	MatthewsCorrCoef  Metric = "mcc"
	Fp                Metric = "fp"
	Fn                Metric = "fn"
	Tn                Metric = "tn"
	Tp                Metric = "tp"
	Tpr               Metric = "tpr"
	Fpr               Metric = "fpr"
	Tnr               Metric = "tnr"
	MCC               Metric = "matthews-corr-coef"

	/// Regression
	ExplainedVariance   Metric = "explained-variance"
	MaxError            Metric = "max-error"
	MAE                 Metric = "mae"
	MSE                 Metric = "mse"
	MSLE                Metric = "msle"
	RMSE                Metric = "rmse"
	RMSLE               Metric = "rmsle"
	MedianAbsoluteError Metric = "median-absolute-error"
	R2                  Metric = "r2"
	AdjR2               Metric = "adj-r2"
	MeanPoissonDeviance Metric = "mean_poisson_deviance"
	MeanGammaDeviance   Metric = "mean-gamma-deviance"
	MeanTweedieDeviance Metric = "mean-tweedie-deviance"

	// Forecast specific
	MAPE  Metric = "mape"
	MAZE  Metric = "maze"
	MDAPE Metric = "mdape" // median absolute percentage error
	SMAPE Metric = "smape"

	//Clustering
	AdjustedMutualInfoScore   Metric = "adjusted-mutual-info-score"
	AdjustedRandScore         Metric = "adjusted-rand-score"
	CompletenessScore         Metric = "completeness-score"
	FowlkesMallowsScore       Metric = "fowlkes-mallows-score"
	HomogeneityScore          Metric = "homogeneity-score"
	MutualInfoScore           Metric = "mutual-info-score"
	NormalizedMutualInfoScore Metric = "normalized-mutual-info-score"
	VMeasureScore             Metric = "v-measure-score"

	// Infra metrics
	P50Latency                 Metric = "p50-latency"
	P95Latency                 Metric = "p95-latency"
	P99Latency                 Metric = "p99-latency"
	Cpu                        Metric = "cpu"
	Gpu                        Metric = "gpu"
	Mem                        Metric = "mem"
	GpuMem                     Metric = "gpu-mem"
	ReqSec                     Metric = "req-per-sec"
	UncertainPredictionPercent Metric = "uncertain-prediction-percent"

	// Data drift measurments
	KSTest                Metric = "ks"
	PSI                   Metric = "psi"
	WassersteinDistance   Metric = "wasserstein-distance"
	KLDivergence          Metric = "kl-divergenece"
	JensenShannonDistance Metric = "jensen-shannon-distance"

	NoneMetric Metric = "none"
)

func (Metric) Compare 

func (metric Metric) Compare(i float64, j float64) bool

Compare two scores in the metrics

func (Metric) IsClassification 

func (metric Metric) IsClassification() bool

func (Metric) IsClustering 

func (metric Metric) IsClustering() bool

func (Metric) IsForecast 

func (metric Metric) IsForecast() bool

func (Metric) IsMultiClass 

func (metric Metric) IsMultiClass() bool

func (Metric) IsRegression 

func (metric Metric) IsRegression() bool

type ModalityType 

type ModalityType string

ModalityType define the way that ASHA algorithm divide the data . Since we are using multi modal alg , this parameter define the modality +kubebuilder:validation:Enum="data";"epochs"; 

const (
	ModalityTypeData   ModalityType = "data"
	ModalityTypeEpochs ModalityType = "epochs"
)

type ModelClassType 

type ModelClassType string

Classify the model per the study phase. for example, feature engineering models, baseline models, +kubebuilder:validation:Enum="feature-engineering";"baseline";"search";"ensemble";"test" 

const (
	ModelStudyPhaseClassTypeFE       ModelClassType = "feature-engineering" // for feature engineering models
	ModelStudyPhaseClassTypeBaseline ModelClassType = "baseline"            // for baseline models
	ModelStudyPhaseClassTypeSearch   ModelClassType = "search"              // for search model
	ModelStudyPhaseClassTypeEnsemble ModelClassType = "ensemble"            // for ensemble models
	ModelStudyPhaseClassTypeTest     ModelClassType = "test"                // for model in the search phase
)

type ModelDeploymentSpec 

type ModelDeploymentSpec struct {
	// The reference to a Model resource which has been packaged and exists in the same Data Product
	// as the Predictor which specifies the ModelDeploymentSpec
	// +kubebuilder:validation:Required
	// +required
	ModelRef *v1.ObjectReference `json:"modelRef,omitempty" protobuf:"bytes,1,opt,name=modelRef"`
	// the port of the model service.
	// +kubebuilder:default:=8080
	// +kubebuilder:validation:Optional
	Port *int32 `json:"port,omitempty" protobuf:"varint,2,opt,name=port"`
	// The version of the model, derived from the Study which created it
	ModelVersion *string `json:"modelVersion,omitempty" protobuf:"bytes,3,opt,name=modelVersion"`
	// The minimum percentage (0 through 100) of traffic that will be served by the model
	// +kubebuilder:validation:Maximum=100
	// +kubebuilder:validation:Minimum=0
	// +kubebuilder:validation:Optional
	Traffic *int32 `json:"traffic,omitempty" protobuf:"varint,4,opt,name=traffic"`
	// Role denotes the role of this model
	// +kubebuilder:default:=champion
	// +kubebuilder:validation:Optional
	Role *ModelRole `json:"role,omitempty" protobuf:"bytes,5,opt,name=role"`
	// A released model is a model that should serve production traffic
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Released *bool `json:"released,omitempty" protobuf:"varint,7,opt,name=released"`
	// A deployed model is a model whose containers are up, but does not serve production traffic
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Deployed *bool `json:"deployed,omitempty" protobuf:"varint,8,opt,name=deployed"`
	// MountTar means that we would mount the model tar file. Else we would use baked image.
	// +kubebuilder:default:=true
	MountTar *bool `json:"mountTar,omitempty" protobuf:"varint,9,opt,name=mountTar"`
	// TrafficSelector is a filter on the traffic to this model
	// +kubebuilder:validation:Optional
	TrafficSelector *string `json:"trafficSelector,omitempty" protobuf:"bytes,10,opt,name=trafficSelector"`
	// If the deployment is canary, the metric define how to evaluate the canary
	// +kubebuilder:validation:Optional
	CanaryMetrics []CanaryMetric `json:"canaryMetrics,omitempty" protobuf:"bytes,11,rep,name=canaryMetrics"`
	// The account name of the approver
	// +kubebuilder:validation:Optional
	ApprovedBy string `json:"approvedBy,omitempty" protobuf:"bytes,12,opt,name=approvedBy"`
	// The time of approval
	// +kubebuilder:validation:Optional
	ApprovedAt *metav1.Time `json:"approvedAt,omitempty" protobuf:"bytes,13,opt,name=approvedAt"`
}

ModelDeploymentSpec describes how a single model should be deployed with a Predictor, and how prediction traffic will be routed to the model

func (*ModelDeploymentSpec) DeepCopy 

func (in *ModelDeploymentSpec) DeepCopy() *ModelDeploymentSpec

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

func (*ModelDeploymentSpec) DeepCopyInto 

func (in *ModelDeploymentSpec) DeepCopyInto(out *ModelDeploymentSpec)

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

func (*ModelDeploymentSpec) Descriptor 

func (*ModelDeploymentSpec) Descriptor() ([]byte, []int)

func (*ModelDeploymentSpec) Marshal 

func (m *ModelDeploymentSpec) Marshal() (dAtA []byte, err error)

func (*ModelDeploymentSpec) MarshalTo 

func (m *ModelDeploymentSpec) MarshalTo(dAtA []byte) (int, error)

func (*ModelDeploymentSpec) MarshalToSizedBuffer 

func (m *ModelDeploymentSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ModelDeploymentSpec) ProtoMessage 

func (*ModelDeploymentSpec) ProtoMessage()

func (*ModelDeploymentSpec) Reset 

func (m *ModelDeploymentSpec) Reset()

func (*ModelDeploymentSpec) Size 

func (m *ModelDeploymentSpec) Size() (n int)

func (*ModelDeploymentSpec) String 

func (this *ModelDeploymentSpec) String() string

func (*ModelDeploymentSpec) Unmarshal 

func (m *ModelDeploymentSpec) Unmarshal(dAtA []byte) error

func (*ModelDeploymentSpec) XXX_DiscardUnknown 

func (m *ModelDeploymentSpec) XXX_DiscardUnknown()

func (*ModelDeploymentSpec) XXX_Marshal 

func (m *ModelDeploymentSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ModelDeploymentSpec) XXX_Merge 

func (m *ModelDeploymentSpec) XXX_Merge(src proto.Message)

func (*ModelDeploymentSpec) XXX_Size 

func (m *ModelDeploymentSpec) XXX_Size() int

func (*ModelDeploymentSpec) XXX_Unmarshal 

func (m *ModelDeploymentSpec) XXX_Unmarshal(b []byte) error

type ModelRole added in v0.4.886 

type ModelRole string

+kubebuilder:validation:Enum="champion";"challenger";"shadow"; 

const (
	Champion   ModelRole = "champion"
	Challanger ModelRole = "challenger"
	Shadow     ModelRole = "shadow"
)

type ModelServingFormat added in v0.4.735 

type ModelServingFormat string
const (
	ModelServingFormatProtobuf    ModelServingFormat = "protobuf"
	ModelServingFormatPickle      ModelServingFormat = "pickle"
	ModelServingFormatCloudPickle ModelServingFormat = "cloudpickle"
	ModelServingFormatMLLeap      ModelServingFormat = "mlleap"
	ModelServingFormatMLModel     ModelServingFormat = "mlmodel"
	ModelServingFormatH5          ModelServingFormat = "h5"
	ModelServingFormatOnyx        ModelServingFormat = "onyx"
	ModelServingFormatPmml        ModelServingFormat = "pmml"
	ModelServingFormatTorchScript ModelServingFormat = "pt"
)

type ModelType 

type ModelType string

ModelType enamurate the model type +kubebuilder:validation:Enum="classical";"dnn";"transformer";"chatbot";"rl"; 

const (
	ModelTypeClassical   ModelType = "classical"
	ModelTypeDNN         ModelType = "dnn"
	ModelTypeTransformer ModelType = "transformer"
	ModelTypeChatbot     ModelType = "chatbot"
	ModelTypeRL          ModelType = "rl"
)

type NotificationReceiver 

type NotificationReceiver string

+kubebuilder:validation:Enum="email";"hipchat";"pagerduty";"pushover";"slack";"opengenie";"webook";"victorops";"wechat";"msteams" 

const (
	NotificationReceiverEmail     NotificationReceiver = "email"
	NotificationReceiverHipchat   NotificationReceiver = "hipchat"
	NotificationReceiverPageDuty  NotificationReceiver = "pagerduty"
	NotificationReceiverPushOver  NotificationReceiver = "pushover"
	NotificationReceiverSlack     NotificationReceiver = "slack"
	NotificationReceiverOpenGenie NotificationReceiver = "opengenie"
	NotificationReceiverWebhook   NotificationReceiver = "webhook"
	NotificationReceiverVictorOps NotificationReceiver = "victorops"
	NotificationReceiverWechat    NotificationReceiver = "wechat"
	NotificationReceiverMSTeams   NotificationReceiver = "msteams"
)

func (NotificationReceiver) Code 

func (this NotificationReceiver) Code() int32

Needed in order to map to the protobuf

type NotificationSpec 

type NotificationSpec struct {
	// Time-to-live for error messages, in seconds
	// +kubebuilder:default:=3600
	// +kubebuilder:validation:Optional
	ErrorTTL *int32 `json:"errorTTL,omitempty" protobuf:"varint,2,opt,name=errorTTL"`
	// Time-to-live for success messages. In seconds
	// +kubebuilder:default:=3600
	// +kubebuilder:validation:Optional
	SuccessTTL *int32 `json:"successTTL,omitempty" protobuf:"varint,4,opt,name=successTTL"`
	// The name of the Notifier which exists in the same tenant as the resource specifying the NotificationSpec
	// +kubebuilder:default:= ""
	// +kubebuilder:validation:Optional
	NotifierName *string `json:"notifierName,omitempty" protobuf:"bytes,5,opt,name=notifierName"`
	// The labels which will be searched for in all Notifiers to determine the target Notifiers
	// +kubebuilder:validation:Optional
	Selector map[string]string `json:"selector,omitempty" protobuf:"bytes,6,opt,name=selector"`
}

NotificationSpec specifies which Notifiers to forward Alert resources to

func (*NotificationSpec) DeepCopy 

func (in *NotificationSpec) DeepCopy() *NotificationSpec

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

func (*NotificationSpec) DeepCopyInto 

func (in *NotificationSpec) DeepCopyInto(out *NotificationSpec)

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

func (*NotificationSpec) Descriptor 

func (*NotificationSpec) Descriptor() ([]byte, []int)

func (*NotificationSpec) Marshal 

func (m *NotificationSpec) Marshal() (dAtA []byte, err error)

func (*NotificationSpec) MarshalTo 

func (m *NotificationSpec) MarshalTo(dAtA []byte) (int, error)

func (*NotificationSpec) MarshalToSizedBuffer 

func (m *NotificationSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*NotificationSpec) ProtoMessage 

func (*NotificationSpec) ProtoMessage()

func (*NotificationSpec) Reset 

func (m *NotificationSpec) Reset()

func (*NotificationSpec) Size 

func (m *NotificationSpec) Size() (n int)

func (*NotificationSpec) String 

func (this *NotificationSpec) String() string

func (*NotificationSpec) Unmarshal 

func (m *NotificationSpec) Unmarshal(dAtA []byte) error

func (*NotificationSpec) XXX_DiscardUnknown 

func (m *NotificationSpec) XXX_DiscardUnknown()

func (*NotificationSpec) XXX_Marshal 

func (m *NotificationSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*NotificationSpec) XXX_Merge 

func (m *NotificationSpec) XXX_Merge(src proto.Message)

func (*NotificationSpec) XXX_Size 

func (m *NotificationSpec) XXX_Size() int

func (*NotificationSpec) XXX_Unmarshal 

func (m *NotificationSpec) XXX_Unmarshal(b []byte) error

type Op 

type Op string

Op is a relational operator +kubebuilder:validation:Enum="lt";"eq";"gt";"ne";"le";"ge" 

const (
	LT Op = "lt"
	EQ Op = "eq"
	GT Op = "gt"
	NE Op = "ne" // not equal
	LE Op = "le" // less or equal
	GE Op = "ge" // greater or equal
)

type OutlierAlgorithmName added in v0.4.727 

type OutlierAlgorithmName string
const (
	OutlierAlgorithmNameIsolationForest OutlierAlgorithmName = "isolation-forest"
)

type OutlierHandling 

type OutlierHandling string

============================================================================== Outlier Handling ============================================================================== +kubebuilder:validation:Enum="trim-outliers";"winsorizer-outliers";"cap-outliers";"zero-code-outliers";"none";"auto" 

const (
	TrimOutlierHandling       OutlierHandling = "trim-outliers"
	WinsorizerOutlierHandling OutlierHandling = "winsorizer-outliers"
	CapOutlierHandling        OutlierHandling = "cap-outliers"
	ZeroCodeOutlierHandling   OutlierHandling = "zero-code-outliers"
	NoneOutlier               OutlierHandling = "none"
	AutoOutlier               OutlierHandling = "auto"
)

type PRCurve 

type PRCurve struct {
	Values []CurvePoint `json:"values,omitempty" protobuf:"bytes,1,opt,name=values"`
}

func (*PRCurve) DeepCopy 

func (in *PRCurve) DeepCopy() *PRCurve

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

func (*PRCurve) DeepCopyInto 

func (in *PRCurve) DeepCopyInto(out *PRCurve)

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

func (*PRCurve) Descriptor 

func (*PRCurve) Descriptor() ([]byte, []int)

func (*PRCurve) Marshal 

func (m *PRCurve) Marshal() (dAtA []byte, err error)

func (*PRCurve) MarshalTo 

func (m *PRCurve) MarshalTo(dAtA []byte) (int, error)

func (*PRCurve) MarshalToSizedBuffer 

func (m *PRCurve) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PRCurve) ProtoMessage 

func (*PRCurve) ProtoMessage()

func (*PRCurve) Reset 

func (m *PRCurve) Reset()

func (*PRCurve) Size 

func (m *PRCurve) Size() (n int)

func (*PRCurve) String 

func (this *PRCurve) String() string

func (*PRCurve) Unmarshal 

func (m *PRCurve) Unmarshal(dAtA []byte) error

func (*PRCurve) XXX_DiscardUnknown 

func (m *PRCurve) XXX_DiscardUnknown()

func (*PRCurve) XXX_Marshal 

func (m *PRCurve) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PRCurve) XXX_Merge 

func (m *PRCurve) XXX_Merge(src proto.Message)

func (*PRCurve) XXX_Size 

func (m *PRCurve) XXX_Size() int

func (*PRCurve) XXX_Unmarshal 

func (m *PRCurve) XXX_Unmarshal(b []byte) error

type PermissionsSpec added in v0.4.554 

type PermissionsSpec struct {
	Stakeholders []Stakeholder `json:"stakeholders,omitempty" protobuf:"bytes,1,opt,name=stakeholders"`
}

PermissionsSpec specifies the Accounts that have access to a DataProduct or Tenant namespace and what permissions they possess for resources under the namespace

func (*PermissionsSpec) DeepCopy added in v0.4.554 

func (in *PermissionsSpec) DeepCopy() *PermissionsSpec

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

func (*PermissionsSpec) DeepCopyInto added in v0.4.554 

func (in *PermissionsSpec) DeepCopyInto(out *PermissionsSpec)

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

func (*PermissionsSpec) Descriptor added in v0.4.554 

func (*PermissionsSpec) Descriptor() ([]byte, []int)

func (*PermissionsSpec) Marshal added in v0.4.554 

func (m *PermissionsSpec) Marshal() (dAtA []byte, err error)

func (*PermissionsSpec) MarshalTo added in v0.4.554 

func (m *PermissionsSpec) MarshalTo(dAtA []byte) (int, error)

func (*PermissionsSpec) MarshalToSizedBuffer added in v0.4.554 

func (m *PermissionsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PermissionsSpec) ProtoMessage added in v0.4.554 

func (*PermissionsSpec) ProtoMessage()

func (*PermissionsSpec) Reset added in v0.4.554 

func (m *PermissionsSpec) Reset()

func (*PermissionsSpec) Size added in v0.4.554 

func (m *PermissionsSpec) Size() (n int)

func (*PermissionsSpec) String added in v0.4.554 

func (this *PermissionsSpec) String() string

func (*PermissionsSpec) Unmarshal added in v0.4.554 

func (m *PermissionsSpec) Unmarshal(dAtA []byte) error

func (*PermissionsSpec) XXX_DiscardUnknown added in v0.4.554 

func (m *PermissionsSpec) XXX_DiscardUnknown()

func (*PermissionsSpec) XXX_Marshal added in v0.4.554 

func (m *PermissionsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PermissionsSpec) XXX_Merge added in v0.4.554 

func (m *PermissionsSpec) XXX_Merge(src proto.Message)

func (*PermissionsSpec) XXX_Size added in v0.4.554 

func (m *PermissionsSpec) XXX_Size() int

func (*PermissionsSpec) XXX_Unmarshal added in v0.4.554 

func (m *PermissionsSpec) XXX_Unmarshal(b []byte) error

type PredictorFormat 

type PredictorFormat string

+kubebuilder:validation:Enum="flask";"grpc";"onyx"; Predictor format represent the API implementation of the model 

const (
	FlaskPredictor PredictorFormat = "flask"
	GrpcPredictor  PredictorFormat = "grpc"
	OnyxPredictor  PredictorFormat = "onyx"
)

type PretrainedModel 

type PretrainedModel struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              PretrainedModelSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

Pretrained model contain the metadata about a pretrained model +kubebuilder:object:root=true

func NewPretrainedModel 

func NewPretrainedModel(ns string, name string, image string) *PretrainedModel

func (*PretrainedModel) DeepCopy 

func (in *PretrainedModel) DeepCopy() *PretrainedModel

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

func (*PretrainedModel) DeepCopyInto 

func (in *PretrainedModel) DeepCopyInto(out *PretrainedModel)

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

func (*PretrainedModel) DeepCopyObject 

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

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

func (*PretrainedModel) Default 

func (p *PretrainedModel) Default()

func (*PretrainedModel) Descriptor 

func (*PretrainedModel) Descriptor() ([]byte, []int)

func (*PretrainedModel) Marshal 

func (m *PretrainedModel) Marshal() (dAtA []byte, err error)

func (*PretrainedModel) MarshalTo 

func (m *PretrainedModel) MarshalTo(dAtA []byte) (int, error)

func (*PretrainedModel) MarshalToSizedBuffer 

func (m *PretrainedModel) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PretrainedModel) ProtoMessage 

func (*PretrainedModel) ProtoMessage()

func (*PretrainedModel) Reset 

func (m *PretrainedModel) Reset()

func (*PretrainedModel) Size 

func (m *PretrainedModel) Size() (n int)

func (*PretrainedModel) String 

func (this *PretrainedModel) String() string

func (*PretrainedModel) Unmarshal 

func (m *PretrainedModel) Unmarshal(dAtA []byte) error

func (*PretrainedModel) XXX_DiscardUnknown 

func (m *PretrainedModel) XXX_DiscardUnknown()

func (*PretrainedModel) XXX_Marshal 

func (m *PretrainedModel) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PretrainedModel) XXX_Merge 

func (m *PretrainedModel) XXX_Merge(src proto.Message)

func (*PretrainedModel) XXX_Size 

func (m *PretrainedModel) XXX_Size() int

func (*PretrainedModel) XXX_Unmarshal 

func (m *PretrainedModel) XXX_Unmarshal(b []byte) error

type PretrainedModelList 

type PretrainedModelList struct {
	metav1.TypeMeta `json:",inline" `
	metav1.ListMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`

	Items []PretrainedModel `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true PretrainedModelList is a list of pretrained models

func (*PretrainedModelList) DeepCopy 

func (in *PretrainedModelList) DeepCopy() *PretrainedModelList

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

func (*PretrainedModelList) DeepCopyInto 

func (in *PretrainedModelList) DeepCopyInto(out *PretrainedModelList)

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

func (*PretrainedModelList) DeepCopyObject 

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

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

func (*PretrainedModelList) Descriptor 

func (*PretrainedModelList) Descriptor() ([]byte, []int)

func (*PretrainedModelList) Marshal 

func (m *PretrainedModelList) Marshal() (dAtA []byte, err error)

func (*PretrainedModelList) MarshalTo 

func (m *PretrainedModelList) MarshalTo(dAtA []byte) (int, error)

func (*PretrainedModelList) MarshalToSizedBuffer 

func (m *PretrainedModelList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PretrainedModelList) ProtoMessage 

func (*PretrainedModelList) ProtoMessage()

func (*PretrainedModelList) Reset 

func (m *PretrainedModelList) Reset()

func (*PretrainedModelList) Size 

func (m *PretrainedModelList) Size() (n int)

func (*PretrainedModelList) String 

func (this *PretrainedModelList) String() string

func (*PretrainedModelList) Unmarshal 

func (m *PretrainedModelList) Unmarshal(dAtA []byte) error

func (*PretrainedModelList) XXX_DiscardUnknown 

func (m *PretrainedModelList) XXX_DiscardUnknown()

func (*PretrainedModelList) XXX_Marshal 

func (m *PretrainedModelList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PretrainedModelList) XXX_Merge 

func (m *PretrainedModelList) XXX_Merge(src proto.Message)

func (*PretrainedModelList) XXX_Size 

func (m *PretrainedModelList) XXX_Size() int

func (*PretrainedModelList) XXX_Unmarshal 

func (m *PretrainedModelList) XXX_Unmarshal(b []byte) error

type PretrainedModelSpec 

type PretrainedModelSpec struct {
	// Image is the docker image of the pretrained model
	Image string `json:"image" protobuf:"bytes,1,opt,name=image"`
}

PretrainedModelSpec is the desired state of the pretrained model

func (*PretrainedModelSpec) DeepCopy 

func (in *PretrainedModelSpec) DeepCopy() *PretrainedModelSpec

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

func (*PretrainedModelSpec) DeepCopyInto 

func (in *PretrainedModelSpec) DeepCopyInto(out *PretrainedModelSpec)

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

func (*PretrainedModelSpec) Descriptor 

func (*PretrainedModelSpec) Descriptor() ([]byte, []int)

func (*PretrainedModelSpec) Marshal 

func (m *PretrainedModelSpec) Marshal() (dAtA []byte, err error)

func (*PretrainedModelSpec) MarshalTo 

func (m *PretrainedModelSpec) MarshalTo(dAtA []byte) (int, error)

func (*PretrainedModelSpec) MarshalToSizedBuffer 

func (m *PretrainedModelSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PretrainedModelSpec) ProtoMessage 

func (*PretrainedModelSpec) ProtoMessage()

func (*PretrainedModelSpec) Reset 

func (m *PretrainedModelSpec) Reset()

func (*PretrainedModelSpec) Size 

func (m *PretrainedModelSpec) Size() (n int)

func (*PretrainedModelSpec) String 

func (this *PretrainedModelSpec) String() string

func (*PretrainedModelSpec) Unmarshal 

func (m *PretrainedModelSpec) Unmarshal(dAtA []byte) error

func (*PretrainedModelSpec) XXX_DiscardUnknown 

func (m *PretrainedModelSpec) XXX_DiscardUnknown()

func (*PretrainedModelSpec) XXX_Marshal 

func (m *PretrainedModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PretrainedModelSpec) XXX_Merge 

func (m *PretrainedModelSpec) XXX_Merge(src proto.Message)

func (*PretrainedModelSpec) XXX_Size 

func (m *PretrainedModelSpec) XXX_Size() int

func (*PretrainedModelSpec) XXX_Unmarshal 

func (m *PretrainedModelSpec) XXX_Unmarshal(b []byte) error

type PriorityLevel 

type PriorityLevel string

the priority level for a task +kubebuilder:validation:Enum="low";"medium";"high";"urgent" 

const (
	PriorityLevelLow    PriorityLevel = "low"
	PriorityLevelMedium PriorityLevel = "medium"
	PriorityLevelHigh   PriorityLevel = "high"
	PriorityLevelUrgent PriorityLevel = "urgent"
)

type ProviderName 

type ProviderName string

ProviderName is the machine learning task name 

const (
	// Databases
	AmazonAthena     ProviderName = "athena"
	AmazonRedshift   ProviderName = "redshift"
	ApacheDrill      ProviderName = "drill"
	ApacheDruid      ProviderName = "druid"
	ApacheHive       ProviderName = "hive"
	ApacheImpala     ProviderName = "impala"
	ApacheKylin      ProviderName = "kylin"
	ApachePinot      ProviderName = "pinot"
	ApacheSpark      ProviderName = "spark"
	AzureSqlDatabase ProviderName = "azuresqldatabase"
	GcpBigQuery      ProviderName = "bigquery"
	ApacheCassandra  ProviderName = "cassandra"
	CockrouchDB      ProviderName = "cockrouchdb"
	Clickhouse       ProviderName = "clickhouse"
	Couchbase        ProviderName = "couchbase"
	Dermio           ProviderName = "dermio"
	DB2              ProviderName = "db2"
	ElasticSearch    ProviderName = "elasticsearch"
	Exasol           ProviderName = "exasol"
	Kafka            ProviderName = "kafka"
	GoogleSheets     ProviderName = "googlesheets"
	GcpSpanner       ProviderName = "spanner"
	Greenplum        ProviderName = "greenplum"
	MySql            ProviderName = "mysql"
	MongoDb          ProviderName = "mongodb"
	Oracle           ProviderName = "oracle"
	PostgresSQL      ProviderName = "postgres"
	Presto           ProviderName = "presto"
	SAPHana          ProviderName = "hana"
	Snowflake        ProviderName = "snowflake"
	Singlestore      ProviderName = "singlestore"
	Sybase           ProviderName = "sybase"
	MSSqlServer      ProviderName = "mssqlserver"
	Sqlite           ProviderName = "sqlite"
	RabbitMQ         ProviderName = "rabbitmq"
	Teradata         ProviderName = "teradata"
	Vertica          ProviderName = "vertica"
	Odbc             ProviderName = "odbc"
	Informix         ProviderName = "informix"

	// graph databases
	Neo4j ProviderName = "neo4j"

	// Cloud Storage
	AliCloud     ProviderName = "alicloud"
	Azure        ProviderName = "azure"
	DigitalOcean ProviderName = "digitalocean"
	Hetzner      ProviderName = "hetzner"
	Linode       ProviderName = "linode"
	Gcp          ProviderName = "gcp"
	Minio        ProviderName = "minio"
	Ovh          ProviderName = "ovh"
	Aws          ProviderName = "aws"
	Openstack    ProviderName = "openstack"
	FTP          ProviderName = "ftp"
	SFTP         ProviderName = "sftp"
	Dropbox      ProviderName = "dropbox"
	Box          ProviderName = "box"

	// Docker Image Registry
	Dockerhub     ProviderName = "dockerhub"
	ImageRegistry ProviderName = "image-registry"

	// Git Repository
	GitHub    ProviderName = "github"
	Bitbucket ProviderName = "bitbucket"
	Gitlab    ProviderName = "gitlab"

	// Messaging
	SmtpProvider ProviderName = "smtp"
	Slack        ProviderName = "slack"
	Hipchat      ProviderName = "hipchat"
	Discord      ProviderName = "discord"
	PageDuty     ProviderName = "pagerduty"
	PushOver     ProviderName = "pushover"
	OpsGenie     ProviderName = "opsgenie"
	Webhook      ProviderName = "webook"
	VictorOps    ProviderName = "victorops"
	Flock        ProviderName = "flock"
	MSTeam       ProviderName = "msteam"
	MatterMost   ProviderName = "mattermost"

	// Social media
	Facebook ProviderName = "facebook"
	Twitter  ProviderName = "twitter"

	UnknownProvider ProviderName = "unknown"
)

type PublicDataset 

type PublicDataset struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              PublicDatasetSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

PublicDataset represent the metadata about a public dataset +kubebuilder:object:root=true +kubebuilder:printcolumn:name="Task",type="string",JSONPath=".spec.task",description="ML task name" +kubebuilder:printcolumn:name="URL",type="string",JSONPath=".spec.url",description="",priority=1 +kubebuilder:printcolumn:name="Rows",type="number",JSONPath=".spec.rows",description="" +kubebuilder:printcolumn:name="Columns",type="number",JSONPath=".spec.columns",description="" +kubebuilder:printcolumn:name="Target",type="string",JSONPath=".spec.targetColumn",description="" +kubebuilder:printcolumn:name="Imbalanced",type="string",JSONPath=".spec.imbalanced",description="",priority=1 +kubebuilder:printcolumn:name="Age",type=date,JSONPath=`.metadata.creationTimestamp` +kubebuilder:resource:path=publicdatasets,singular=publicdataset,categories={catalog,modela,all}

func (*PublicDataset) DeepCopy 

func (in *PublicDataset) DeepCopy() *PublicDataset

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

func (*PublicDataset) DeepCopyInto 

func (in *PublicDataset) DeepCopyInto(out *PublicDataset)

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

func (*PublicDataset) DeepCopyObject 

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

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

func (*PublicDataset) Descriptor 

func (*PublicDataset) Descriptor() ([]byte, []int)

func (*PublicDataset) Marshal 

func (m *PublicDataset) Marshal() (dAtA []byte, err error)

func (*PublicDataset) MarshalTo 

func (m *PublicDataset) MarshalTo(dAtA []byte) (int, error)

func (*PublicDataset) MarshalToSizedBuffer 

func (m *PublicDataset) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PublicDataset) PodName 

func (pd *PublicDataset) PodName() string

func (*PublicDataset) ProtoMessage 

func (*PublicDataset) ProtoMessage()

func (*PublicDataset) RepEntry 

func (pd *PublicDataset) RepEntry() (string, error)

func (*PublicDataset) RepPath 

func (pd *PublicDataset) RepPath(root string) (string, error)

Return the on disk rep location

func (*PublicDataset) Reset 

func (m *PublicDataset) Reset()

func (*PublicDataset) Size 

func (m *PublicDataset) Size() (n int)

func (*PublicDataset) String 

func (this *PublicDataset) String() string

func (*PublicDataset) ToYamlFile 

func (pd *PublicDataset) ToYamlFile() ([]byte, error)

func (*PublicDataset) Unmarshal 

func (m *PublicDataset) Unmarshal(dAtA []byte) error

func (*PublicDataset) Validate 

func (pd *PublicDataset) Validate() (bool, field.ErrorList)

func (*PublicDataset) ValidateCreate 

func (pd *PublicDataset) ValidateCreate() error

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

func (*PublicDataset) ValidateDelete 

func (pd *PublicDataset) ValidateDelete() error

func (*PublicDataset) ValidateUpdate 

func (pd *PublicDataset) ValidateUpdate(old runtime.Object) error

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

func (*PublicDataset) XXX_DiscardUnknown 

func (m *PublicDataset) XXX_DiscardUnknown()

func (*PublicDataset) XXX_Marshal 

func (m *PublicDataset) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PublicDataset) XXX_Merge 

func (m *PublicDataset) XXX_Merge(src proto.Message)

func (*PublicDataset) XXX_Size 

func (m *PublicDataset) XXX_Size() int

func (*PublicDataset) XXX_Unmarshal 

func (m *PublicDataset) XXX_Unmarshal(b []byte) error

type PublicDatasetList 

type PublicDatasetList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Items           []PublicDataset `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true PublicDatasetList contains a list of PublicDataset

func (*PublicDatasetList) DeepCopy 

func (in *PublicDatasetList) DeepCopy() *PublicDatasetList

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

func (*PublicDatasetList) DeepCopyInto 

func (in *PublicDatasetList) DeepCopyInto(out *PublicDatasetList)

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

func (*PublicDatasetList) DeepCopyObject 

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

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

func (*PublicDatasetList) Descriptor 

func (*PublicDatasetList) Descriptor() ([]byte, []int)

func (*PublicDatasetList) Marshal 

func (m *PublicDatasetList) Marshal() (dAtA []byte, err error)

func (*PublicDatasetList) MarshalTo 

func (m *PublicDatasetList) MarshalTo(dAtA []byte) (int, error)

func (*PublicDatasetList) MarshalToSizedBuffer 

func (m *PublicDatasetList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PublicDatasetList) ProtoMessage 

func (*PublicDatasetList) ProtoMessage()

func (*PublicDatasetList) Reset 

func (m *PublicDatasetList) Reset()

func (*PublicDatasetList) Size 

func (m *PublicDatasetList) Size() (n int)

func (*PublicDatasetList) String 

func (this *PublicDatasetList) String() string

func (*PublicDatasetList) Unmarshal 

func (m *PublicDatasetList) Unmarshal(dAtA []byte) error

func (*PublicDatasetList) XXX_DiscardUnknown 

func (m *PublicDatasetList) XXX_DiscardUnknown()

func (*PublicDatasetList) XXX_Marshal 

func (m *PublicDatasetList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PublicDatasetList) XXX_Merge 

func (m *PublicDatasetList) XXX_Merge(src proto.Message)

func (*PublicDatasetList) XXX_Size 

func (m *PublicDatasetList) XXX_Size() int

func (*PublicDatasetList) XXX_Unmarshal 

func (m *PublicDatasetList) XXX_Unmarshal(b []byte) error

type PublicDatasetSpec 

type PublicDatasetSpec struct {
	Url string `json:"url,omitempty" protobuf:"bytes,1,opt,name=url"`
	// Dataset description
	// +kubebuilder:default =""
	// +kubebuilder:validation:Optional
	Description *string `json:"description,omitempty" protobuf:"bytes,2,opt,name=description"`
	// Task is the machine learning task of the public dataset
	Task *MLTask `json:"task" protobuf:"bytes,3,opt,name=task"`
	// The open ml id of the dataset
	// +kubebuilder:validation:Optional
	// +kubebuilder:default =""
	OpenMLID *string `json:"openMLID,omitempty" protobuf:"bytes,4,opt,name=openMLID"`
	// The URL to the actual data file or folder
	// +kubebuilder:validation:Optional
	// +kubebuilder:default =""
	DataUrl *string `json:"dataUrl,omitempty" protobuf:"bytes,5,opt,name=dataUrl"`
	// Dataset citation
	// +kubebuilder:validation:Optional
	// +kubebuilder:default =""
	Citation *string `json:"citation,omitempty" protobuf:"bytes,6,opt,name=citation"`
	// Number of rows in the dataset
	// +kubebuilder:validation:Optional
	// +kubebuilder:default := 0
	Rows *int32 `json:"rows,omitempty" protobuf:"varint,7,opt,name=rows"`
	// Number of columns in the dataset
	// +kubebuilder:validation:Optional
	// +kubebuilder:default := 0
	Columns *int32 `json:"columns,omitempty" protobuf:"varint,8,opt,name=columns"`
	// +kubebuilder:validation:Optional
	// The size of the dataset in bytes
	// +kubebuilder:default := 0
	FileSize *int32 `json:"fileSize,omitempty" protobuf:"varint,9,opt,name=fileSize"`
	// The target column name
	// +kubebuilder:default =""
	TargetColumn *string `json:"targetColumn,omitempty" protobuf:"bytes,10,opt,name=targetColumn"`
	// The target column name
	// +kubebuilder:default =""
	Industry *string `json:"industry,omitempty" protobuf:"bytes,11,opt,name=industry"`
	// +kubebuilder:default = false
	Imbalanced *bool `json:"imbalanced,omitempty" protobuf:"varint,12,opt,name=imbalanced"`
	// URI of the datasource CR for this public dataset
	// +kubebuilder:default =""
	DatasourceCR *string `json:"datasourceCR,omitempty" protobuf:"bytes,13,opt,name=datasourceCR"`
	// URI of the dataset CR for this public dataset
	// +kubebuilder:default =""
	DatasetCR *string `json:"datasetCR,omitempty" protobuf:"bytes,14,opt,name=datasetCR"`
	// URI of the study CR for this public dataset
	// +kubebuilder:default =""
	StudyCR *string `json:"studyCR,omitempty" protobuf:"bytes,15,opt,name=studyCR"`
	// URI of the data product CR
	// +kubebuilder:default =""
	DataProductCR *string `json:"dataProductCR,omitempty" protobuf:"bytes,16,opt,name=dataProductCR"`
}

func (*PublicDatasetSpec) DeepCopy 

func (in *PublicDatasetSpec) DeepCopy() *PublicDatasetSpec

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

func (*PublicDatasetSpec) DeepCopyInto 

func (in *PublicDatasetSpec) DeepCopyInto(out *PublicDatasetSpec)

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

func (*PublicDatasetSpec) Descriptor 

func (*PublicDatasetSpec) Descriptor() ([]byte, []int)

func (*PublicDatasetSpec) Marshal 

func (m *PublicDatasetSpec) Marshal() (dAtA []byte, err error)

func (*PublicDatasetSpec) MarshalTo 

func (m *PublicDatasetSpec) MarshalTo(dAtA []byte) (int, error)

func (*PublicDatasetSpec) MarshalToSizedBuffer 

func (m *PublicDatasetSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*PublicDatasetSpec) ProtoMessage 

func (*PublicDatasetSpec) ProtoMessage()

func (*PublicDatasetSpec) Reset 

func (m *PublicDatasetSpec) Reset()

func (*PublicDatasetSpec) Size 

func (m *PublicDatasetSpec) Size() (n int)

func (*PublicDatasetSpec) String 

func (this *PublicDatasetSpec) String() string

func (*PublicDatasetSpec) Unmarshal 

func (m *PublicDatasetSpec) Unmarshal(dAtA []byte) error

func (*PublicDatasetSpec) XXX_DiscardUnknown 

func (m *PublicDatasetSpec) XXX_DiscardUnknown()

func (*PublicDatasetSpec) XXX_Marshal 

func (m *PublicDatasetSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*PublicDatasetSpec) XXX_Merge 

func (m *PublicDatasetSpec) XXX_Merge(src proto.Message)

func (*PublicDatasetSpec) XXX_Size 

func (m *PublicDatasetSpec) XXX_Size() int

func (*PublicDatasetSpec) XXX_Unmarshal 

func (m *PublicDatasetSpec) XXX_Unmarshal(b []byte) error

type Region 

type Region struct {
	//Code is the code of the region
	Code string `json:"code" protobuf:"bytes,1,opt,name=code"`
	// The default datacenter for a region
	//+optional
	DefaultDatacenterName string `json:"defaultDatacenterName,omitempty" protobuf:"bytes,2,opt,name=defaultDatacenterName"`
	// Location is the location code The location of the region
	Location string `json:"location,omitempty" protobuf:"bytes,3,opt,name=location"`
	// BillingCode is the billing code of the region
	BillingCode string `json:"billingCode,omitempty" protobuf:"bytes,4,opt,name=billingCode"`
	//Datacenters if the list of datacenters
	Datacenters []DataCenter `json:"datacenters,omitempty" protobuf:"bytes,5,rep,name=datacenters"`
}

Region defines a region within the data provider

func (*Region) DeepCopy 

func (in *Region) DeepCopy() *Region

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

func (*Region) DeepCopyInto 

func (in *Region) DeepCopyInto(out *Region)

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

func (*Region) Descriptor 

func (*Region) Descriptor() ([]byte, []int)

func (*Region) Marshal 

func (m *Region) Marshal() (dAtA []byte, err error)

func (*Region) MarshalTo 

func (m *Region) MarshalTo(dAtA []byte) (int, error)

func (*Region) MarshalToSizedBuffer 

func (m *Region) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Region) ProtoMessage 

func (*Region) ProtoMessage()

func (*Region) Reset 

func (m *Region) Reset()

func (*Region) Size 

func (m *Region) Size() (n int)

func (*Region) String 

func (this *Region) String() string

func (*Region) Unmarshal 

func (m *Region) Unmarshal(dAtA []byte) error

func (*Region) XXX_DiscardUnknown 

func (m *Region) XXX_DiscardUnknown()

func (*Region) XXX_Marshal 

func (m *Region) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Region) XXX_Merge 

func (m *Region) XXX_Merge(src proto.Message)

func (*Region) XXX_Size 

func (m *Region) XXX_Size() int

func (*Region) XXX_Unmarshal 

func (m *Region) XXX_Unmarshal(b []byte) error

type RelationshipArity 

type RelationshipArity string

+kubebuilder:validation:Enum="one-to-one";"one-to-many";"many-to-many"; Relationship type between data sources 

const (
	RelationshipArityOneToOne   RelationshipArity = "one-to-one"
	RelationshipArityOneToMany  RelationshipArity = "one-to-many"
	RelationshipArityManyToMany RelationshipArity = "many-to-many"
)

type ResourceSpec 

type ResourceSpec struct {
	// If this resource is based on the workload, this field contain the name of the workload.
	// The name of a WorkloadClass. The system will use the resource requirements described by the WorkloadClass
	// +kubebuilder:default:="general-large"
	// +kubebuilder:validation:Optional
	WorkloadName *string `json:"workloadName,omitempty" protobuf:"bytes,1,opt,name=workloadName"`
	// If true, ignore the workload class name.
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Custom *bool `json:"custom,omitempty" protobuf:"varint,2,opt,name=custom"`
	// Reference to the managed CPU trainer image, used internally
	CpuImage v1.ObjectReference `json:"cpuImage,omitempty" protobuf:"bytes,3,opt,name=cpuImage"`
	// Reference to the managed GPU trainer image, used internally
	GpuImage v1.ObjectReference `json:"gpuImage,omitempty" protobuf:"bytes,4,opt,name=gpuImage"`
	// The custom resource requirements for the workload, which are used if `WorkloadName` is not set
	// +kubebuilder:validation:Optional
	Requirements *v1.ResourceRequirements `json:"requirements,omitempty" protobuf:"bytes,5,opt,name=requirements"`
}

ResourceSpec specifies the amount of resources that will be allocated to a workload

func (*ResourceSpec) DeepCopy 

func (in *ResourceSpec) DeepCopy() *ResourceSpec

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

func (*ResourceSpec) DeepCopyInto 

func (in *ResourceSpec) DeepCopyInto(out *ResourceSpec)

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

func (*ResourceSpec) Descriptor 

func (*ResourceSpec) Descriptor() ([]byte, []int)

func (*ResourceSpec) Marshal 

func (m *ResourceSpec) Marshal() (dAtA []byte, err error)

func (*ResourceSpec) MarshalTo 

func (m *ResourceSpec) MarshalTo(dAtA []byte) (int, error)

func (*ResourceSpec) MarshalToSizedBuffer 

func (m *ResourceSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*ResourceSpec) ProtoMessage 

func (*ResourceSpec) ProtoMessage()

func (*ResourceSpec) Reset 

func (m *ResourceSpec) Reset()

func (*ResourceSpec) Size 

func (m *ResourceSpec) Size() (n int)

func (*ResourceSpec) String 

func (this *ResourceSpec) String() string

func (*ResourceSpec) Unmarshal 

func (m *ResourceSpec) Unmarshal(dAtA []byte) error

func (*ResourceSpec) XXX_DiscardUnknown 

func (m *ResourceSpec) XXX_DiscardUnknown()

func (*ResourceSpec) XXX_Marshal 

func (m *ResourceSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ResourceSpec) XXX_Merge 

func (m *ResourceSpec) XXX_Merge(src proto.Message)

func (*ResourceSpec) XXX_Size 

func (m *ResourceSpec) XXX_Size() int

func (*ResourceSpec) XXX_Unmarshal 

func (m *ResourceSpec) XXX_Unmarshal(b []byte) error

type RocAucCurve 

type RocAucCurve struct {
	Values []CurvePoint `json:"values,omitempty" protobuf:"bytes,1,opt,name=values"`
}

func (*RocAucCurve) DeepCopy 

func (in *RocAucCurve) DeepCopy() *RocAucCurve

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

func (*RocAucCurve) DeepCopyInto 

func (in *RocAucCurve) DeepCopyInto(out *RocAucCurve)

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

func (*RocAucCurve) Descriptor 

func (*RocAucCurve) Descriptor() ([]byte, []int)

func (*RocAucCurve) Marshal 

func (m *RocAucCurve) Marshal() (dAtA []byte, err error)

func (*RocAucCurve) MarshalTo 

func (m *RocAucCurve) MarshalTo(dAtA []byte) (int, error)

func (*RocAucCurve) MarshalToSizedBuffer 

func (m *RocAucCurve) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RocAucCurve) ProtoMessage 

func (*RocAucCurve) ProtoMessage()

func (*RocAucCurve) Reset 

func (m *RocAucCurve) Reset()

func (*RocAucCurve) Size 

func (m *RocAucCurve) Size() (n int)

func (*RocAucCurve) String 

func (this *RocAucCurve) String() string

func (*RocAucCurve) Unmarshal 

func (m *RocAucCurve) Unmarshal(dAtA []byte) error

func (*RocAucCurve) XXX_DiscardUnknown 

func (m *RocAucCurve) XXX_DiscardUnknown()

func (*RocAucCurve) XXX_Marshal 

func (m *RocAucCurve) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RocAucCurve) XXX_Merge 

func (m *RocAucCurve) XXX_Merge(src proto.Message)

func (*RocAucCurve) XXX_Size 

func (m *RocAucCurve) XXX_Size() int

func (*RocAucCurve) XXX_Unmarshal 

func (m *RocAucCurve) XXX_Unmarshal(b []byte) error

type RunSchedule 

type RunSchedule struct {
	// Indicates if the schedule is enabled and the Jobs associated it will be created at the specified time
	// +kubebuilder:default:=false
	// +kubebuilder:validation:Optional
	Enabled *bool `json:"enabled,omitempty" protobuf:"varint,1,opt,name=enabled"`
	// The time of the day when the schedule will be executed
	// +kubebuilder:validation:Optional
	StartTime *metav1.Time `json:"startTime,omitempty" protobuf:"bytes,2,opt,name=startTime"`
	// The time of the day when the schedule is expected to conclude
	// +kubebuilder:validation:Optional
	EndTime *metav1.Time `json:"endTime,omitempty" protobuf:"bytes,3,opt,name=endTime"`
	// The cron string of the schedule. See https://docs.oracle.com/cd/E12058_01/doc/doc.1014/e12030/cron_expressions.htm for more information
	// +kubebuilder:validation:Optional
	Cron *string `json:"cron,omitempty" protobuf:"bytes,4,opt,name=cron"`
	// +kubebuilder:validation:Optional
	// The type of schedule, which can be a frequency interval or a cron expression
	Type TriggerScheduleEventType `json:"type,omitempty" protobuf:"bytes,5,opt,name=type"`
}

RunSchedule specifies the schedule for a Job to be executed

func (*RunSchedule) DeepCopy 

func (in *RunSchedule) DeepCopy() *RunSchedule

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

func (*RunSchedule) DeepCopyInto 

func (in *RunSchedule) DeepCopyInto(out *RunSchedule)

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

func (*RunSchedule) Descriptor 

func (*RunSchedule) Descriptor() ([]byte, []int)

func (*RunSchedule) Marshal 

func (m *RunSchedule) Marshal() (dAtA []byte, err error)

func (*RunSchedule) MarshalTo 

func (m *RunSchedule) MarshalTo(dAtA []byte) (int, error)

func (*RunSchedule) MarshalToSizedBuffer 

func (m *RunSchedule) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*RunSchedule) ProtoMessage 

func (*RunSchedule) ProtoMessage()

func (*RunSchedule) Reset 

func (m *RunSchedule) Reset()

func (*RunSchedule) Size 

func (m *RunSchedule) Size() (n int)

func (*RunSchedule) String 

func (this *RunSchedule) String() string

func (*RunSchedule) Unmarshal 

func (m *RunSchedule) Unmarshal(dAtA []byte) error

func (*RunSchedule) XXX_DiscardUnknown 

func (m *RunSchedule) XXX_DiscardUnknown()

func (*RunSchedule) XXX_Marshal 

func (m *RunSchedule) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*RunSchedule) XXX_Merge 

func (m *RunSchedule) XXX_Merge(src proto.Message)

func (*RunSchedule) XXX_Size 

func (m *RunSchedule) XXX_Size() int

func (*RunSchedule) XXX_Unmarshal 

func (m *RunSchedule) XXX_Unmarshal(b []byte) error

type SamplingType 

type SamplingType string

SamplingType defines how the recipe file is sampled. +kubebuilder:validation:Enum="header";"random";"filter";"anomaly";"stratified" 

const (
	Header     SamplingType = "header"
	Random     SamplingType = "random"
	Filter     SamplingType = "filter"
	Anomaly    SamplingType = "anomaly"
	Stratified SamplingType = "stratified"
)

type Scaling 

type Scaling string

============================================================================== Scaling ============================================================================== +kubebuilder:validation:Enum="standard-scaling";"max-abs-scaling";"min-max-scaling";"normalization-scaling";"robust-scaling";"scale-to-unit-norm";"none";"auto"; 

const (
	StandardScaling Scaling = "standard-scaling"
	MaxAbsScaling   Scaling = "max-abs-scaling"
	MinMaxScaling   Scaling = "min-max-scaling"
	Normalization   Scaling = "normalization-scaling"
	RobustScaling   Scaling = "robust-scaling"
	ScaleToUnitNorm Scaling = "scale-to-unit-norm"
	NoneScaling     Scaling = "none"
	AutoScaling     Scaling = "auto"
)

func ParseScaler 

func ParseScaler(name string) Scaling

type SeasonalityMode 

type SeasonalityMode string

+kubebuilder:validation:Enum="multipicative";"additive";"auto";"none" 

const (
	Multiplicative SeasonalityMode = "multiplicative"
	Additive       SeasonalityMode = "additive"
	Auto           SeasonalityMode = "auto"
	None           SeasonalityMode = "none"
)

type SecurityClearanceLevel 

type SecurityClearanceLevel string

+kubebuilder:validation:Enum="unclassified";"confidential";"secret";"top-secret" 

const (
	SecurityClearanceLevelUnclassified SecurityClearanceLevel = "unclassified"
	SecurityClearanceLevelConfidential SecurityClearanceLevel = "confidential"
	SecurityClearanceLevelSecret       SecurityClearanceLevel = "secret"
	SecurityClearanceLevelTopSecret    SecurityClearanceLevel = "top-secret"
)

type ShapType added in v0.4.400 

type ShapType string

============================================================================== Shap methods ============================================================================== +kubebuilder:validation:Enum="permutation";"partition";"tree";"kernel";"sampling";"linear";"deep";"gradient";"auto";"none" 

const (
	ShapTypePermutation ShapType = "permutation"
	ShapTypePaartition  ShapType = "partition"
	ShapTypeTree        ShapType = "tree"
	ShapTypeKernel      ShapType = "kernel"
	ShapTypeSampling    ShapType = "sampling"
	ShapTypeLinear      ShapType = "linear"
	ShapTypeDeep        ShapType = "deep"
	ShapTypeGradient    ShapType = "gradient"
	ShapTypeAuto        ShapType = "auto"
	ShapTypeNone        ShapType = "none"
)

type Stakeholder added in v0.4.554 

type Stakeholder struct {
	// The name of an Account
	AccountName string `json:"account,omitempty" protobuf:"bytes,1,opt,name=account"`
	// The object references to UserRoleClass resources which describe the actions the Account may perform
	Roles []v1.ObjectReference `json:"roles,omitempty" protobuf:"bytes,2,opt,name=roles"`
}

Stakeholder specifies the User Role Classes of an individual Account

func (*Stakeholder) DeepCopy added in v0.4.554 

func (in *Stakeholder) DeepCopy() *Stakeholder

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

func (*Stakeholder) DeepCopyInto added in v0.4.554 

func (in *Stakeholder) DeepCopyInto(out *Stakeholder)

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

func (*Stakeholder) Descriptor added in v0.4.554 

func (*Stakeholder) Descriptor() ([]byte, []int)

func (*Stakeholder) Marshal added in v0.4.554 

func (m *Stakeholder) Marshal() (dAtA []byte, err error)

func (*Stakeholder) MarshalTo added in v0.4.554 

func (m *Stakeholder) MarshalTo(dAtA []byte) (int, error)

func (*Stakeholder) MarshalToSizedBuffer added in v0.4.554 

func (m *Stakeholder) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*Stakeholder) ProtoMessage added in v0.4.554 

func (*Stakeholder) ProtoMessage()

func (*Stakeholder) Reset added in v0.4.554 

func (m *Stakeholder) Reset()

func (*Stakeholder) Size added in v0.4.554 

func (m *Stakeholder) Size() (n int)

func (*Stakeholder) String added in v0.4.554 

func (this *Stakeholder) String() string

func (*Stakeholder) Unmarshal added in v0.4.554 

func (m *Stakeholder) Unmarshal(dAtA []byte) error

func (*Stakeholder) XXX_DiscardUnknown added in v0.4.554 

func (m *Stakeholder) XXX_DiscardUnknown()

func (*Stakeholder) XXX_Marshal added in v0.4.554 

func (m *Stakeholder) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*Stakeholder) XXX_Merge added in v0.4.554 

func (m *Stakeholder) XXX_Merge(src proto.Message)

func (*Stakeholder) XXX_Size added in v0.4.554 

func (m *Stakeholder) XXX_Size() int

func (*Stakeholder) XXX_Unmarshal added in v0.4.554 

func (m *Stakeholder) XXX_Unmarshal(b []byte) error

type StatusError added in v0.4.451 

type StatusError string
const (
	InvalidConfigurationError  StatusError = "InvalidConfiguration"
	InsufficientResourcesError StatusError = "InsufficientResources"
	CreateError                StatusError = "CreateError"
	UpdateError                StatusError = "UpdateError"
	DeleteError                StatusError = "DeleteError"
)

type TaskName 

type TaskName string
const (
	BatchPredictTask          TaskName = "batch-predict"
	ForecastTask              TaskName = "forecast"
	ProfileDatasetTask        TaskName = "profile-dataset"
	SnapshotDatasetTask       TaskName = "snapshot-dataset"
	ProfileStudyTask          TaskName = "profile-study"
	ProfileModelTask          TaskName = "profile-model"
	PublishModelTask          TaskName = "publish-model"
	BakeModelTask             TaskName = "bake-model"
	RunRecipeTask             TaskName = "run-recipe"
	ReportDatasetTask         TaskName = "report-dataset"
	ReportModelTask           TaskName = "report-model"
	ReportStudyTask           TaskName = "report-study"
	ReportPeriodTask          TaskName = "report-period"
	ReportSummaryTask         TaskName = "report-summary"
	SplitDatasetTask          TaskName = "split-dataset"
	TestEnsembleTask          TaskName = "test-ensemble"
	TestModelTask             TaskName = "test-model"
	TrainEnsembleTask         TaskName = "train-ensemble"
	TrainModelTask            TaskName = "train-model"
	ValidateDatasetTask       TaskName = "validate-dataset"
	MergeForecastTask         TaskName = "merge-forecast"
	PartitionForecastTask     TaskName = "partition-forecast"
	SplitDatasetToRungs       TaskName = "split-dataset-to-rungs"
	CompileTask               TaskName = "compile-model"
	PackageModelTask          TaskName = "package-model"
	ExplainModelTask          TaskName = "explain-model"
	FeatureGenTask            TaskName = "feature-gen"
	FeatureSelectTask         TaskName = "feature-select"
	RunSqlQueryTask           TaskName = "run-sql-query"
	RunWebRequestTask         TaskName = "run-web-request"
	GenerateDriftDetectorTask TaskName = "gen-drift-detector"

	GenerateDataset TaskName = "generate-dataset"
	ValidateModel   TaskName = "validate-model"
)

type TextEncoding 

type TextEncoding string

+kubebuilder:validation:Enum="tfidf";"count-vec";"hasing-vec";"none";"auto" 

const (
	TfIdf             TextEncoding = "tfidf"
	CountVectorizer   TextEncoding = "count-vec"
	HashingVectorizer TextEncoding = "hashing-vec"
	NoneTextTransform TextEncoding = "none"
	AutoTextTransform TextEncoding = "auto"
)

type TriggerScheduleEventType 

type TriggerScheduleEventType string

+kubebuilder:validation:Enum="now";"once";"hourly";"daily";"weekly";"monthly";"yearly";"cron" 

const (
	TriggerScheduleEventTypeNow     TriggerScheduleEventType = "now"
	TriggerScheduleEventTypeOnce    TriggerScheduleEventType = "once"
	TriggerScheduleEventTypeHourly  TriggerScheduleEventType = "hourly"
	TriggerScheduleEventTypeDaily   TriggerScheduleEventType = "daily"
	TriggerScheduleEventTypeWeekly  TriggerScheduleEventType = "weekly"
	TriggerScheduleEventTypeMonthly TriggerScheduleEventType = "monthly"
	TriggerScheduleEventTypeYearly  TriggerScheduleEventType = "yearly"
	TriggerScheduleEventTypeCron    TriggerScheduleEventType = "cron"
)

type TriggerType 

type TriggerType string

+kubebuilder:validation:Enum="on-demand";"on-schedule";"on-new-data";"on-github-event";"on-concept-drift";"on-pref-degradation" 

const (
	TriggerTypeOnDemand        TriggerType = "on-demand"
	TriggerTypeSchedule        TriggerType = "on-schedule"
	TriggerTypeNewData         TriggerType = "on-new-data"
	TriggerTypeGithubEvent     TriggerType = "on-github-event"
	TriggerTypeConceptDrift    TriggerType = "on-concept-drift"
	TriggerTypePrefDegragation TriggerType = "on-pref-degradation"
)

type UpdateStrategy 

type UpdateStrategy string

Update strategy is a dataset update strategy +kubebuilder:validation:Enum="upsert";"insert";"update" 

const (
	Upsert UpdateStrategy = "upsert"
	Insert UpdateStrategy = "insert"
	Update UpdateStrategy = "update"
)

type VariableTransformation 

type VariableTransformation string

+kubebuilder:validation:Enum="log-transformation";"reciprocal-transformation";"sqrt-transformation";"power-transformation";"box-cox-transformation";"yj-transformation";"none";"auto" 

const (
	LogTransformation        VariableTransformation = "log-transformation"
	ReciprocalTransformation VariableTransformation = "reciprocal-transformation"
	SqrtTransformation       VariableTransformation = "sqrt-transformation"
	PowerTransformation      VariableTransformation = "power-transformation"
	BoxCoxTransformation     VariableTransformation = "box-cox-transformation"
	YeoJohnsonTransformation VariableTransformation = "yj-transformation"
	NoneTransform            VariableTransformation = "none"
	AutoTransform            VariableTransformation = "auto"
)

type VideoFeaturizer 

type VideoFeaturizer string

============================================================================== Video Featurizer ==============================================================================

type VizName 

type VizName string

+kubebuilder:validation:Enum="feature-rank-1d";"feature-rank-2d";"feature-pca";"feature-pearson-corr";"feature-missing-values";"regression-residual-plot";"regression-prediction-error-plot";"regression-cook-distance";"regression-model-selection-validation-curve";"regression-learning-curve";"regression-cross-validation";"regression-feature-importance";"regression-rfe";"classification-roc";"multi-classification-roc";"classification-confusion-matrix";"classification-balance";"classification-precision-recall";"classification-prediction-value-error";"model-selection-learning-curve";"classification-cross-validation-score";"classification-feature-importance";"classification-rfe";"classification-decision-boundries"; 

const (
	VizNameFeatureRank1D                           VizName = "feature-rank-1d"
	VizNameFeatureRank2D                           VizName = "feature-rank-2d"
	VizNameFeaturePca                              VizName = "feature-pca"
	VizNameFeaturePearsonCorr                      VizName = "feature-pearson-corr"
	VizNameFeatureMissingValues                    VizName = "feature-missing-values"
	VizNameRegressionResidualPlot                  VizName = "regression-residual-plot"
	VizNameRegressionPredictionErrorPlot           VizName = "regression-prediction-error-plot"
	VizNameRegressionCookDistance                  VizName = "regression-cook-distance"
	VizNameRegressionModelSelectionValidationCurve VizName = "regression-model-selection-validation-curve"
	VizNameRegressionLearningCurve                 VizName = "regression-learning-curve"
	VizNameRegressionCrossValidationScore          VizName = "regression-cross-validation"
	VizNameRegressionFeatureImportance             VizName = "regression-feature-importance"
	VizNameRegressionRFE                           VizName = "regression-rfe"
	VizNameBinaryClassificationRoc                 VizName = "classification-roc"
	VizNameMultiClassificationRoc                  VizName = "multi-classification-roc"
	VizNameClasssificationConfusionMatrix          VizName = "classification-confusion-matrix"
	VizNameClassificationBalance                   VizName = "classification-balance"
	VizNamePrecisionRecall                         VizName = "classification-precision-recall"
	VizNamePredictionValueError                    VizName = "classification-prediction-value-error"
	VizNameModelSelectionLearningCurve             VizName = "model-selection-learning-curve"
	VizNameClassificationCrossValidationScore      VizName = "classification-cross-validation-score"
	VizNameClassificationFeatureImportance         VizName = "classification-feature-importance"
	VizNameClassificationRFE                       VizName = "classification-rfe"
	VizNameClassificationDecisionBoundries         VizName = "classification-decision-boundries"
)

type VizUri 

type VizUri struct {
	Name VizName `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`
	Uri  string  `json:"uri,omitempty" protobuf:"bytes,2,opt,name=uri"`
}

func (*VizUri) DeepCopy 

func (in *VizUri) DeepCopy() *VizUri

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

func (*VizUri) DeepCopyInto 

func (in *VizUri) DeepCopyInto(out *VizUri)

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

func (*VizUri) Descriptor 

func (*VizUri) Descriptor() ([]byte, []int)

func (*VizUri) Marshal 

func (m *VizUri) Marshal() (dAtA []byte, err error)

func (*VizUri) MarshalTo 

func (m *VizUri) MarshalTo(dAtA []byte) (int, error)

func (*VizUri) MarshalToSizedBuffer 

func (m *VizUri) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*VizUri) ProtoMessage 

func (*VizUri) ProtoMessage()

func (*VizUri) Reset 

func (m *VizUri) Reset()

func (*VizUri) Size 

func (m *VizUri) Size() (n int)

func (*VizUri) String 

func (this *VizUri) String() string

func (*VizUri) Unmarshal 

func (m *VizUri) Unmarshal(dAtA []byte) error

func (*VizUri) XXX_DiscardUnknown 

func (m *VizUri) XXX_DiscardUnknown()

func (*VizUri) XXX_Marshal 

func (m *VizUri) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*VizUri) XXX_Merge 

func (m *VizUri) XXX_Merge(src proto.Message)

func (*VizUri) XXX_Size 

func (m *VizUri) XXX_Size() int

func (*VizUri) XXX_Unmarshal 

func (m *VizUri) XXX_Unmarshal(b []byte) error

type WebHookNameAndAction 

type WebHookNameAndAction string

WebHookNameAndAction Contain the event and the action +kubebuilder:validation:Enum="commit";"pull_request_assigned";"pull_request_unsassigned";"pull_request_labeled";"pull_request_unlabeled";"pull_request_opened";"pull_request_edited";"pull_request_closed";"pull_request_reopened";"pull_request_synchronized";"pull_request_all";"notsupported" 

const (
	CommitEvent             WebHookNameAndAction = "commit"
	PullRequestassigned     WebHookNameAndAction = "pull_request_assigned"
	PullRequestUnassigned   WebHookNameAndAction = "pull_request_unassigned"
	PullRequestLabeled      WebHookNameAndAction = "pull_request_labeled"
	PullRequestUnlabeled    WebHookNameAndAction = "pull_request_unlabeled"
	PullRequestOpened       WebHookNameAndAction = "pull_request_opened"
	PullRequestEdited       WebHookNameAndAction = "pull_request_edited"
	PullRequestClosed       WebHookNameAndAction = "pull_request_closed"
	PullRequestReopened     WebHookNameAndAction = "pull_request_reopened"
	PullRequestSynchronized WebHookNameAndAction = "pull_request_synchronized"
	AnyPullRequest          WebHookNameAndAction = "pull_request_all"
	NotSupported            WebHookNameAndAction = "notsupported"
)

func ParseEventAndAction 

func ParseEventAndAction(evt string, action string) WebHookNameAndAction

type WorkloadClass 

type WorkloadClass struct {
	metav1.TypeMeta   `json:",inline"`
	metav1.ObjectMeta `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec              WorkloadClassSpec `json:"spec" protobuf:"bytes,2,opt,name=spec"`
}

WorkloadClass define a template for a job. +kubebuilder:object:root=true +kubebuilder:printcolumn:name="Age",type=date,JSONPath=`.metadata.creationTimestamp` +kubebuilder:resource:path=workloadclasses,singular=workloadclass,categories={catalog,modela,all}

func ParseWorkloadClassYaml 

func ParseWorkloadClassYaml(content []byte) (*WorkloadClass, error)

func (*WorkloadClass) DeepCopy 

func (in *WorkloadClass) DeepCopy() *WorkloadClass

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

func (*WorkloadClass) DeepCopyInto 

func (in *WorkloadClass) DeepCopyInto(out *WorkloadClass)

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

func (*WorkloadClass) DeepCopyObject 

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

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

func (*WorkloadClass) Descriptor 

func (*WorkloadClass) Descriptor() ([]byte, []int)

func (*WorkloadClass) Marshal 

func (m *WorkloadClass) Marshal() (dAtA []byte, err error)

func (*WorkloadClass) MarshalTo 

func (m *WorkloadClass) MarshalTo(dAtA []byte) (int, error)

func (*WorkloadClass) MarshalToSizedBuffer 

func (m *WorkloadClass) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*WorkloadClass) PodName 

func (tclass *WorkloadClass) PodName() string

func (*WorkloadClass) ProtoMessage 

func (*WorkloadClass) ProtoMessage()

func (*WorkloadClass) RepEntry 

func (tclass *WorkloadClass) RepEntry() (string, error)

func (*WorkloadClass) RepPath 

func (tclass *WorkloadClass) RepPath(root string) (string, error)

Return the on disk rep location

func (*WorkloadClass) Reset 

func (m *WorkloadClass) Reset()

func (*WorkloadClass) Size 

func (m *WorkloadClass) Size() (n int)

func (*WorkloadClass) String 

func (this *WorkloadClass) String() string

func (*WorkloadClass) ToYamlFile 

func (tclass *WorkloadClass) ToYamlFile() ([]byte, error)

func (*WorkloadClass) Unmarshal 

func (m *WorkloadClass) Unmarshal(dAtA []byte) error

func (*WorkloadClass) Validate 

func (tclass *WorkloadClass) Validate() (bool, field.ErrorList)

func (*WorkloadClass) ValidateCreate 

func (tclass *WorkloadClass) ValidateCreate() error

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

func (*WorkloadClass) ValidateDelete 

func (tclass *WorkloadClass) ValidateDelete() error

func (*WorkloadClass) ValidateUpdate 

func (tclass *WorkloadClass) ValidateUpdate(old runtime.Object) error

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

func (*WorkloadClass) XXX_DiscardUnknown 

func (m *WorkloadClass) XXX_DiscardUnknown()

func (*WorkloadClass) XXX_Marshal 

func (m *WorkloadClass) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*WorkloadClass) XXX_Merge 

func (m *WorkloadClass) XXX_Merge(src proto.Message)

func (*WorkloadClass) XXX_Size 

func (m *WorkloadClass) XXX_Size() int

func (*WorkloadClass) XXX_Unmarshal 

func (m *WorkloadClass) XXX_Unmarshal(b []byte) error

type WorkloadClassList 

type WorkloadClassList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata" protobuf:"bytes,1,opt,name=metadata"`
	Items           []WorkloadClass `json:"items" protobuf:"bytes,2,rep,name=items"`
}

+kubebuilder:object:root=true TrainerList contains a list of Trainer

func (*WorkloadClassList) DeepCopy 

func (in *WorkloadClassList) DeepCopy() *WorkloadClassList

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

func (*WorkloadClassList) DeepCopyInto 

func (in *WorkloadClassList) DeepCopyInto(out *WorkloadClassList)

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

func (*WorkloadClassList) DeepCopyObject 

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

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

func (*WorkloadClassList) Descriptor 

func (*WorkloadClassList) Descriptor() ([]byte, []int)

func (*WorkloadClassList) Marshal 

func (m *WorkloadClassList) Marshal() (dAtA []byte, err error)

func (*WorkloadClassList) MarshalTo 

func (m *WorkloadClassList) MarshalTo(dAtA []byte) (int, error)

func (*WorkloadClassList) MarshalToSizedBuffer 

func (m *WorkloadClassList) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*WorkloadClassList) ProtoMessage 

func (*WorkloadClassList) ProtoMessage()

func (*WorkloadClassList) Reset 

func (m *WorkloadClassList) Reset()

func (*WorkloadClassList) Size 

func (m *WorkloadClassList) Size() (n int)

func (*WorkloadClassList) String 

func (this *WorkloadClassList) String() string

func (*WorkloadClassList) Unmarshal 

func (m *WorkloadClassList) Unmarshal(dAtA []byte) error

func (*WorkloadClassList) XXX_DiscardUnknown 

func (m *WorkloadClassList) XXX_DiscardUnknown()

func (*WorkloadClassList) XXX_Marshal 

func (m *WorkloadClassList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*WorkloadClassList) XXX_Merge 

func (m *WorkloadClassList) XXX_Merge(src proto.Message)

func (*WorkloadClassList) XXX_Size 

func (m *WorkloadClassList) XXX_Size() int

func (*WorkloadClassList) XXX_Unmarshal 

func (m *WorkloadClassList) XXX_Unmarshal(b []byte) error

type WorkloadClassSpec 

type WorkloadClassSpec struct {
	ResourcesTemplate *ResourceSpec `json:"resourcesTemplate,omitempty" protobuf:"bytes,1,opt,name=resourcesTemplate"`
}

WorkloadClassSpec defines the specification of a workload class.

func (*WorkloadClassSpec) DeepCopy 

func (in *WorkloadClassSpec) DeepCopy() *WorkloadClassSpec

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

func (*WorkloadClassSpec) DeepCopyInto 

func (in *WorkloadClassSpec) DeepCopyInto(out *WorkloadClassSpec)

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

func (*WorkloadClassSpec) Descriptor 

func (*WorkloadClassSpec) Descriptor() ([]byte, []int)

func (*WorkloadClassSpec) Marshal 

func (m *WorkloadClassSpec) Marshal() (dAtA []byte, err error)

func (*WorkloadClassSpec) MarshalTo 

func (m *WorkloadClassSpec) MarshalTo(dAtA []byte) (int, error)

func (*WorkloadClassSpec) MarshalToSizedBuffer 

func (m *WorkloadClassSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

func (*WorkloadClassSpec) ProtoMessage 

func (*WorkloadClassSpec) ProtoMessage()

func (*WorkloadClassSpec) Reset 

func (m *WorkloadClassSpec) Reset()

func (*WorkloadClassSpec) Size 

func (m *WorkloadClassSpec) Size() (n int)

func (*WorkloadClassSpec) String 

func (this *WorkloadClassSpec) String() string

func (*WorkloadClassSpec) Unmarshal 

func (m *WorkloadClassSpec) Unmarshal(dAtA []byte) error

func (*WorkloadClassSpec) XXX_DiscardUnknown 

func (m *WorkloadClassSpec) XXX_DiscardUnknown()

func (*WorkloadClassSpec) XXX_Marshal 

func (m *WorkloadClassSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*WorkloadClassSpec) XXX_Merge 

func (m *WorkloadClassSpec) XXX_Merge(src proto.Message)

func (*WorkloadClassSpec) XXX_Size 

func (m *WorkloadClassSpec) XXX_Size() int

func (*WorkloadClassSpec) XXX_Unmarshal 

func (m *WorkloadClassSpec) XXX_Unmarshal(b []byte) error

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