v1alpha1

Oct 14, 2024

Changes in this version

+ func RegisterDefaults(scheme *runtime.Scheme) error

+ type ClusterLocalModel struct

+ Spec ClusterLocalModelSpec

+ Status ClusterLocalModelStatus

+ func (in *ClusterLocalModel) DeepCopy() *ClusterLocalModel

+ func (in *ClusterLocalModel) DeepCopyInto(out *ClusterLocalModel)

+ func (in *ClusterLocalModel) DeepCopyObject() runtime.Object

+ type ClusterLocalModelList struct

+ Items []ClusterLocalModel

+ func (in *ClusterLocalModelList) DeepCopy() *ClusterLocalModelList

+ func (in *ClusterLocalModelList) DeepCopyInto(out *ClusterLocalModelList)

+ func (in *ClusterLocalModelList) DeepCopyObject() runtime.Object

+ type ClusterLocalModelSpec struct

+ ModelSize resource.Quantity

+ NodeGroup string

+ SourceModelUri string

+ func (in *ClusterLocalModelSpec) DeepCopy() *ClusterLocalModelSpec

+ func (in *ClusterLocalModelSpec) DeepCopyInto(out *ClusterLocalModelSpec)

+ type ClusterLocalModelStatus struct

+ InferenceServices []NamespacedName

+ ModelCopies *ModelCopies

+ NodeStatus map[string]NodeStatus

+ func (in *ClusterLocalModelStatus) DeepCopy() *ClusterLocalModelStatus

+ func (in *ClusterLocalModelStatus) DeepCopyInto(out *ClusterLocalModelStatus)

+ type InferenceGraphValidator struct

+ func (v *InferenceGraphValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error)

+ func (v *InferenceGraphValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error)

+ func (v *InferenceGraphValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error)

+ type LocalModelNodeGroup struct

+ Spec LocalModelNodeGroupSpec

+ Status LocalModelNodeGroupStatus

+ func (in *LocalModelNodeGroup) DeepCopy() *LocalModelNodeGroup

+ func (in *LocalModelNodeGroup) DeepCopyInto(out *LocalModelNodeGroup)

+ func (in *LocalModelNodeGroup) DeepCopyObject() runtime.Object

+ type LocalModelNodeGroupList struct

+ Items []LocalModelNodeGroup

+ func (in *LocalModelNodeGroupList) DeepCopy() *LocalModelNodeGroupList

+ func (in *LocalModelNodeGroupList) DeepCopyInto(out *LocalModelNodeGroupList)

+ func (in *LocalModelNodeGroupList) DeepCopyObject() runtime.Object

+ type LocalModelNodeGroupSpec struct

+ PersistentVolumeClaimSpec corev1.PersistentVolumeClaimSpec

+ PersistentVolumeSpec corev1.PersistentVolumeSpec

+ StorageLimit resource.Quantity

+ func (in *LocalModelNodeGroupSpec) DeepCopy() *LocalModelNodeGroupSpec

+ func (in *LocalModelNodeGroupSpec) DeepCopyInto(out *LocalModelNodeGroupSpec)

+ type LocalModelNodeGroupStatus struct

+ Available resource.Quantity

+ Used resource.Quantity

+ func (in *LocalModelNodeGroupStatus) DeepCopy() *LocalModelNodeGroupStatus

+ func (in *LocalModelNodeGroupStatus) DeepCopyInto(out *LocalModelNodeGroupStatus)

+ type ModelCopies struct

+ Available int

+ Failed int

+ Total int

+ func (in *ModelCopies) DeepCopy() *ModelCopies

+ func (in *ModelCopies) DeepCopyInto(out *ModelCopies)

+ type NamespacedName struct

+ Name string

+ Namespace string

+ func (in *NamespacedName) DeepCopy() *NamespacedName

+ func (in *NamespacedName) DeepCopyInto(out *NamespacedName)

+ type NodeStatus string

+ const NodeDeleted

+ const NodeDeleting

+ const NodeDeletionError

+ const NodeDownloadError

+ const NodeDownloadPending

+ const NodeDownloaded

+ const NodeDownloading

+ const NodeNotReady

type ServingRuntimePodSpec

+ HostIPC bool

type ServingRuntimeSpec

+ WorkerSpec *WorkerSpec

+ func (srSpec *ServingRuntimeSpec) IsValid() bool

+ func (srSpec *ServingRuntimeSpec) ValidateCreate() error

+ func (srSpec *ServingRuntimeSpec) ValidateDelete() error

+ func (srSpec *ServingRuntimeSpec) ValidateUpdate(old runtime.Object) error

type StorageContainerSpec

+ WorkloadType WorkloadType

+ type TrainedModelValidator struct

+ func (v *TrainedModelValidator) ValidateCreate(ctx context.Context, obj runtime.Object) (admission.Warnings, error)

+ func (v *TrainedModelValidator) ValidateDelete(ctx context.Context, obj runtime.Object) (admission.Warnings, error)

+ func (v *TrainedModelValidator) ValidateUpdate(ctx context.Context, oldObj, newObj runtime.Object) (admission.Warnings, error)

+ type WorkerSpec struct

+ Size int

+ func (in *WorkerSpec) DeepCopy() *WorkerSpec

+ func (in *WorkerSpec) DeepCopyInto(out *WorkerSpec)

+ type WorkloadType string

+ const InitContainer

+ const LocalModelDownloadJob

Feb 24, 2024

Changes in this version

type InferenceGraphSpec

+ MaxReplicas int

+ MinReplicas *int

+ ScaleMetric *ScaleMetric

+ ScaleTarget *int

+ TimeoutSeconds *int64

+ type ScaleMetric string

Sep 22, 2023

Changes in this version

+ type ClusterStorageContainer struct

+ Disabled *bool

+ Spec StorageContainerSpec

+ func (in *ClusterStorageContainer) DeepCopy() *ClusterStorageContainer

+ func (in *ClusterStorageContainer) DeepCopyInto(out *ClusterStorageContainer)

+ func (in *ClusterStorageContainer) DeepCopyObject() runtime.Object

+ func (sc *ClusterStorageContainer) IsDisabled() bool

+ type ClusterStorageContainerList struct

+ Items []ClusterStorageContainer

+ func (in *ClusterStorageContainerList) DeepCopy() *ClusterStorageContainerList

+ func (in *ClusterStorageContainerList) DeepCopyInto(out *ClusterStorageContainerList)

+ func (in *ClusterStorageContainerList) DeepCopyObject() runtime.Object

type InferenceStep

+ Dependency InferenceStepDependencyType

+ type InferenceStepDependencyType string

+ const Hard

+ const Soft

type ServingRuntimeSpec

+ func (srSpec *ServingRuntimeSpec) GetPriority(modelName string) *int32

+ type StorageContainerSpec struct

+ Container corev1.Container

+ SupportedUriFormats []SupportedUriFormat

+ func (in *StorageContainerSpec) DeepCopy() *StorageContainerSpec

+ func (in *StorageContainerSpec) DeepCopyInto(out *StorageContainerSpec)

+ func (spec *StorageContainerSpec) IsStorageUriSupported(storageUri string) (bool, error)

type SupportedModelFormat

+ Priority *int32

+ func (m *SupportedModelFormat) IsAutoSelectEnabled() bool

+ type SupportedUriFormat struct

+ Prefix string

+ Regex string

+ func (in *SupportedUriFormat) DeepCopy() *SupportedUriFormat

+ func (in *SupportedUriFormat) DeepCopyInto(out *SupportedUriFormat)

Mar 5, 2023

Changes in this version

type InferenceGraphSpec

+ Affinity *corev1.Affinity

+ Resources corev1.ResourceRequirements

Jan 22, 2023

Changes in this version

+ const DuplicateStepNameError

+ const InvalidTargetError

+ const InvalidWeightError

+ const RootNodeNotFoundError

+ const TargetNotProvidedError

+ const WeightNotProvidedError

type ServingRuntimePodSpec

+ Annotations map[string]string

+ ImagePullSecrets []corev1.LocalObjectReference

+ Labels map[string]string

Jul 22, 2022

Changes in this version

+ const GraphNameFmt

+ const GraphRootNodeName

+ const InvalidGraphNameFormatError

+ var GraphRegexp = regexp.MustCompile("^" + GraphNameFmt + "$")

type BuiltInAdapter

+ Env []corev1.EnvVar

+ type InferenceGraph struct

+ Spec InferenceGraphSpec

+ Status InferenceGraphStatus

+ func (ig *InferenceGraph) ValidateCreate() error

+ func (ig *InferenceGraph) ValidateDelete() error

+ func (ig *InferenceGraph) ValidateUpdate(old runtime.Object) error

+ func (in *InferenceGraph) DeepCopy() *InferenceGraph

+ func (in *InferenceGraph) DeepCopyInto(out *InferenceGraph)

+ func (in *InferenceGraph) DeepCopyObject() runtime.Object

+ type InferenceGraphList struct

+ Items []InferenceGraph

+ func (in *InferenceGraphList) DeepCopy() *InferenceGraphList

+ func (in *InferenceGraphList) DeepCopyInto(out *InferenceGraphList)

+ func (in *InferenceGraphList) DeepCopyObject() runtime.Object

+ type InferenceGraphSpec struct

+ Nodes map[string]InferenceRouter

+ func (in *InferenceGraphSpec) DeepCopy() *InferenceGraphSpec

+ func (in *InferenceGraphSpec) DeepCopyInto(out *InferenceGraphSpec)

+ type InferenceGraphStatus struct

+ URL *apis.URL

+ func (in *InferenceGraphStatus) DeepCopy() *InferenceGraphStatus

+ func (in *InferenceGraphStatus) DeepCopyInto(out *InferenceGraphStatus)

+ type InferenceRouter struct

+ RouterType InferenceRouterType

+ Steps []InferenceStep

+ func (in *InferenceRouter) DeepCopy() *InferenceRouter

+ func (in *InferenceRouter) DeepCopyInto(out *InferenceRouter)

+ type InferenceRouterType string

+ const Ensemble

+ const Sequence

+ const Splitter

+ const Switch

+ type InferenceStep struct

+ Condition string

+ Data string

+ StepName string

+ Weight *int64

+ func (in *InferenceStep) DeepCopy() *InferenceStep

+ func (in *InferenceStep) DeepCopyInto(out *InferenceStep)

+ type InferenceTarget struct

+ NodeName string

+ ServiceName string

+ ServiceURL string

+ func (in *InferenceTarget) DeepCopy() *InferenceTarget

+ func (in *InferenceTarget) DeepCopyInto(out *InferenceTarget)

type ServerType

+ const OVMS

type ServingRuntimePodSpec

+ Volumes []corev1.Volume

type ServingRuntimeSpec

+ ProtocolVersions []constants.InferenceServiceProtocol

+ func (srSpec *ServingRuntimeSpec) IsProtocolVersionSupported(modelProtocolVersion constants.InferenceServiceProtocol) bool

+ type SupportedRuntime struct

+ Name string

+ Spec ServingRuntimeSpec

+ func (in *SupportedRuntime) DeepCopy() *SupportedRuntime

+ func (in *SupportedRuntime) DeepCopyInto(out *SupportedRuntime)

Feb 14, 2022

Changes in this version

+ type BuiltInAdapter struct

+ MemBufferBytes int

+ ModelLoadingTimeoutMillis int

+ RuntimeManagementPort int

+ ServerType ServerType

+ func (in *BuiltInAdapter) DeepCopy() *BuiltInAdapter

+ func (in *BuiltInAdapter) DeepCopyInto(out *BuiltInAdapter)

+ type ClusterServingRuntime struct

+ Spec ServingRuntimeSpec

+ Status ServingRuntimeStatus

+ func (in *ClusterServingRuntime) DeepCopy() *ClusterServingRuntime

+ func (in *ClusterServingRuntime) DeepCopyInto(out *ClusterServingRuntime)

+ func (in *ClusterServingRuntime) DeepCopyObject() runtime.Object

+ type ClusterServingRuntimeList struct

+ Items []ClusterServingRuntime

+ func (in *ClusterServingRuntimeList) DeepCopy() *ClusterServingRuntimeList

+ func (in *ClusterServingRuntimeList) DeepCopyInto(out *ClusterServingRuntimeList)

+ func (in *ClusterServingRuntimeList) DeepCopyObject() runtime.Object

+ type Container struct

+ Args []string

+ Command []string

+ Env []corev1.EnvVar

+ Image string

+ ImagePullPolicy corev1.PullPolicy

+ LivenessProbe *corev1.Probe

+ Name string

+ ReadinessProbe *corev1.Probe

+ Resources corev1.ResourceRequirements

+ WorkingDir string

+ func (in *Container) DeepCopy() *Container

+ func (in *Container) DeepCopyInto(out *Container)

+ type ServerType string

+ const MLServer

+ const Triton

+ type ServingRuntime struct

+ Spec ServingRuntimeSpec

+ Status ServingRuntimeStatus

+ func (in *ServingRuntime) DeepCopy() *ServingRuntime

+ func (in *ServingRuntime) DeepCopyInto(out *ServingRuntime)

+ func (in *ServingRuntime) DeepCopyObject() runtime.Object

+ type ServingRuntimeList struct

+ Items []ServingRuntime

+ func (in *ServingRuntimeList) DeepCopy() *ServingRuntimeList

+ func (in *ServingRuntimeList) DeepCopyInto(out *ServingRuntimeList)

+ func (in *ServingRuntimeList) DeepCopyObject() runtime.Object

+ type ServingRuntimePodSpec struct

+ Affinity *corev1.Affinity

+ Containers []Container

+ NodeSelector map[string]string

+ Tolerations []corev1.Toleration

+ func (in *ServingRuntimePodSpec) DeepCopy() *ServingRuntimePodSpec

+ func (in *ServingRuntimePodSpec) DeepCopyInto(out *ServingRuntimePodSpec)

+ type ServingRuntimeSpec struct

+ BuiltInAdapter *BuiltInAdapter

+ Disabled *bool

+ GrpcDataEndpoint *string

+ GrpcMultiModelManagementEndpoint *string

+ HTTPDataEndpoint *string

+ MultiModel *bool

+ Replicas *uint16

+ StorageHelper *StorageHelper

+ SupportedModelFormats []SupportedModelFormat

+ func (in *ServingRuntimeSpec) DeepCopy() *ServingRuntimeSpec

+ func (in *ServingRuntimeSpec) DeepCopyInto(out *ServingRuntimeSpec)

+ func (srSpec *ServingRuntimeSpec) IsDisabled() bool

+ func (srSpec *ServingRuntimeSpec) IsMultiModelRuntime() bool

+ type ServingRuntimeStatus struct

+ func (in *ServingRuntimeStatus) DeepCopy() *ServingRuntimeStatus

+ func (in *ServingRuntimeStatus) DeepCopyInto(out *ServingRuntimeStatus)

+ type StorageHelper struct

+ Disabled bool

+ func (in *StorageHelper) DeepCopy() *StorageHelper

+ func (in *StorageHelper) DeepCopyInto(out *StorageHelper)

+ type SupportedModelFormat struct

+ AutoSelect *bool

+ Name string

+ Version *string

+ func (in *SupportedModelFormat) DeepCopy() *SupportedModelFormat

+ func (in *SupportedModelFormat) DeepCopyInto(out *SupportedModelFormat)

Oct 8, 2021

Changes in this version

+ const CommaSpaceSeparator

+ const FrameworkSupported

+ const InferenceServiceReady

+ const InvalidStorageUriFormatError

+ const InvalidTmMemoryModification

+ const InvalidTmNameFormatError

+ const IsMMSPredictor

+ const MemoryResourceAvailable

+ const TmNameFmt

+ var StorageUriProtocols = strings.Join(storage.GetAllProtocol(), CommaSpaceSeparator)

+ var TmRegexp = regexp.MustCompile("^" + TmNameFmt + "$")

type ModelSpec

+ Framework string

+ Memory resource.Quantity

+ StorageURI string

+ type TrainedModel struct

+ Spec TrainedModelSpec

+ Status TrainedModelStatus

+ func (in *TrainedModel) DeepCopy() *TrainedModel

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

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

+ func (tm *TrainedModel) ValidateCreate() error

+ func (tm *TrainedModel) ValidateDelete() error

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

+ type TrainedModelList struct

+ Items []TrainedModel

+ func (in *TrainedModelList) DeepCopy() *TrainedModelList

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

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

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

+ type TrainedModelSpec struct

+ InferenceService string

+ Model ModelSpec

+ func (in *TrainedModelSpec) DeepCopy() *TrainedModelSpec

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

+ type TrainedModelStatus struct

+ Address *duckv1.Addressable

+ URL *apis.URL

+ func (in *TrainedModelStatus) DeepCopy() *TrainedModelStatus

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

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

+ func (ss *TrainedModelStatus) InitializeConditions()

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

+ func (ss *TrainedModelStatus) IsReady() bool

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

Aug 13, 2019

Changes in this version

+ type AlibiExplainSpec struct

+ Config map[string]string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ Type AlibiExplainerType

+ func (in *AlibiExplainSpec) DeepCopy() *AlibiExplainSpec

+ func (in *AlibiExplainSpec) DeepCopyInto(out *AlibiExplainSpec)

+ type AlibiExplainerType string

+ const AlibiAnchorsImageExplainer

+ const AlibiAnchorsTabularExplainer

+ const AlibiAnchorsTextExplainer

+ const AlibiContrastiveExplainer

+ const AlibiCounterfactualsExplainer

+ type ExplainSpec struct

+ Alibi *AlibiExplainSpec

+ Custom *CustomSpec

+ func (in *ExplainSpec) DeepCopy() *ExplainSpec

+ func (in *ExplainSpec) DeepCopyInto(out *ExplainSpec)

type ModelSpec

+ Explain *ExplainSpec

Jul 31, 2019

Changes in this version

+ func GetOpenAPIDefinitions(ref common.ReferenceCallback) map[string]common.OpenAPIDefinition

Jul 10, 2019

Changes in this version

+ const CanaryPredictorReady

+ const DefaultPredictorReady

+ const RoutesReady

+ const UnsupportedModelURIFormatError

+ var AllowedPyTorchRuntimeVersions = []string

+ var AllowedSKLearnRuntimeVersions = []string

+ var AllowedTensorRTISRuntimeVersions = []string

+ var AllowedTensorflowRuntimeVersions = []string

+ var AllowedXGBoostRuntimeVersions = []string

+ var AzureBlobURIRegEx = "https://(.+?).blob.core.windows.net/(.+)"

+ var DefaultPyTorchModelClassName = "PyTorchModel"

+ var DefaultPyTorchRuntimeVersion = "latest"

+ var DefaultSKLearnRuntimeVersion = "latest"

+ var DefaultTensorRTISImageName = "nvcr.io/nvidia/tensorrtserver"

+ var DefaultTensorRTISRuntimeVersion = "19.05-py3"

+ var DefaultTensorflowRuntimeVersion = "latest"

+ var DefaultTensorflowRuntimeVersionGPU = DefaultTensorflowRuntimeVersion + TensorflowServingGPUSuffix

+ var DefaultXGBoostRuntimeVersion = "latest"

+ var InvalidPyTorchRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedPyTorchRuntimeVersions, ", ")

+ var InvalidSKLearnRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedSKLearnRuntimeVersions, ", ")

+ var InvalidTensorRTISRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedTensorRTISRuntimeVersions, ", ")

+ var InvalidTensorflowRuntimeExcludesGPU = "RuntimeVersion is GPU enabled but GPU resources are not requested. " + InvalidTensorflowRuntimeVersionError

+ var InvalidTensorflowRuntimeIncludesGPU = "RuntimeVersion is not GPU enabled but GPU resources are requested. " + InvalidTensorflowRuntimeVersionError

+ var InvalidTensorflowRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedTensorflowRuntimeVersions, ", ")

+ var InvalidXGBoostRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedXGBoostRuntimeVersions, ", ")

+ var PyTorchServerImageName = "gcr.io/kfserving/pytorchserver"

+ var SKLearnServerImageName = "gcr.io/kfserving/sklearnserver"

+ var SupportedModelSourceURIPrefixList = []string

+ var TensorRTISGRPCPort = int32(9000)

+ var TensorRTISRestPort = int32(8080)

+ var TensorflowServingGPUSuffix = "-gpu"

+ var XGBoostServerImageName = "gcr.io/kfserving/xgbserver"

type CustomSpec

+ func (c *CustomSpec) GetModelSourceUri() string

+ type FrameworkConfig struct

+ ContainerImage string

+ func (in *FrameworkConfig) DeepCopy() *FrameworkConfig

+ func (in *FrameworkConfig) DeepCopyInto(out *FrameworkConfig)

type FrameworkHandler

+ GetModelSourceUri func() string

+ type FrameworksConfig struct

+ PyTorch FrameworkConfig

+ SKlearn FrameworkConfig

+ TensorRT FrameworkConfig

+ Tensorflow FrameworkConfig

+ Xgboost FrameworkConfig

+ func (in *FrameworksConfig) DeepCopy() *FrameworksConfig

+ func (in *FrameworksConfig) DeepCopyInto(out *FrameworksConfig)

type KFServiceStatus

+ URL string

+ func (ss *KFServiceStatus) GetCondition(t apis.ConditionType) *apis.Condition

+ func (ss *KFServiceStatus) InitializeConditions()

+ func (ss *KFServiceStatus) IsReady() bool

type ModelSpec

+ PyTorch *PyTorchSpec

+ TensorRT *TensorRTSpec

+ func (m *ModelSpec) GetModelSourceUri() string

+ type PyTorchSpec struct

+ ModelClassName string

+ ModelURI string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ func (in *PyTorchSpec) DeepCopy() *PyTorchSpec

+ func (in *PyTorchSpec) DeepCopyInto(out *PyTorchSpec)

+ func (s *PyTorchSpec) ApplyDefaults()

+ func (s *PyTorchSpec) CreateModelServingContainer(modelName string, config *FrameworksConfig) *v1.Container

+ func (s *PyTorchSpec) GetModelSourceUri() string

+ func (s *PyTorchSpec) Validate() error

type SKLearnSpec

+ func (s *SKLearnSpec) GetModelSourceUri() string

+ type TensorRTSpec struct

+ ModelURI string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ func (in *TensorRTSpec) DeepCopy() *TensorRTSpec

+ func (in *TensorRTSpec) DeepCopyInto(out *TensorRTSpec)

+ func (t *TensorRTSpec) ApplyDefaults()

+ func (t *TensorRTSpec) CreateModelServingContainer(modelName string, config *FrameworksConfig) *v1.Container

+ func (t *TensorRTSpec) GetModelSourceUri() string

+ func (t *TensorRTSpec) Validate() error

type TensorflowSpec

+ func (t *TensorflowSpec) GetModelSourceUri() string

type XGBoostSpec

+ func (x *XGBoostSpec) GetModelSourceUri() string

May 22, 2019

Changes in this version

+ const AtLeastOneModelSpecViolatedError

+ const DefaultSKLearnServingVersion

+ const DefaultTensorflowServingVersion

+ const DefaultXGBoostServingVersion

+ const ExactlyOneModelSpecViolatedError

+ const MaxReplicasLowerBoundExceededError

+ const MinReplicasLowerBoundExceededError

+ const MinReplicasShouldBeLessThanMaxError

+ const SKLearnServingGRPCPort

+ const SKLearnServingImageName

+ const SKLearnServingRestPort

+ const ServiceConditionCanaryConfigurationsReady

+ const ServiceConditionDefaultConfigurationsReady

+ const ServiceConditionRoutesReady

+ const TensorflowEntrypointCommand

+ const TensorflowServingGRPCPort

+ const TensorflowServingImageName

+ const TensorflowServingRestPort

+ const TrafficBoundsExceededError

+ const TrafficProvidedWithoutCanaryError

+ const XGBoostServingGRPCPort

+ const XGBoostServingImageName

+ const XGBoostServingRestPort

+ var APIVersion = "v1alpha1"

+ var AddToScheme = SchemeBuilder.AddToScheme

+ var DefaultCPURequests = resource.MustParse("1")

+ var DefaultMemoryRequests = resource.MustParse("2Gi")

+ var SchemeBuilder = &scheme.Builder

+ var SchemeGroupVersion = schema.GroupVersion

+ var TFExampleKFService = &KFService

+ func Resource(resource string) schema.GroupResource

+ type Condition struct

+ LastProbeTime metav1.Time

+ LastTransitionTime metav1.Time

+ Message string

+ Reason string

+ Status v1.ConditionStatus

+ Type ConditionType

+ func (in *Condition) DeepCopy() *Condition

+ func (in *Condition) DeepCopyInto(out *Condition)

+ type ConditionType string

+ const ContainerHealthy

+ const Ready

+ const ResourcesAvailable

+ const RevisionReady

+ const RoutingReady

+ type CustomSpec struct

+ Container v1.Container

+ func (c *CustomSpec) ApplyDefaults()

+ func (c *CustomSpec) CreateModelServingContainer(modelName string) *v1.Container

+ func (c *CustomSpec) Validate() error

+ func (in *CustomSpec) DeepCopy() *CustomSpec

+ func (in *CustomSpec) DeepCopyInto(out *CustomSpec)

+ type FrameworkHandler interface

+ ApplyDefaults func()

+ CreateModelServingContainer func(modelName string) *v1.Container

+ Validate func() error

+ type KFService struct

+ Spec KFServiceSpec

+ Status KFServiceStatus

+ func (in *KFService) DeepCopy() *KFService

+ func (in *KFService) DeepCopyInto(out *KFService)

+ func (in *KFService) DeepCopyObject() runtime.Object

+ func (kfsvc *KFService) Default()

+ func (kfsvc *KFService) ValidateCreate() error

+ func (kfsvc *KFService) ValidateUpdate(old runtime.Object) error

+ type KFServiceList struct

+ Items []KFService

+ func (in *KFServiceList) DeepCopy() *KFServiceList

+ func (in *KFServiceList) DeepCopyInto(out *KFServiceList)

+ func (in *KFServiceList) DeepCopyObject() runtime.Object

+ type KFServiceSpec struct

+ Canary *ModelSpec

+ CanaryTrafficPercent int

+ Default ModelSpec

+ func (in *KFServiceSpec) DeepCopy() *KFServiceSpec

+ func (in *KFServiceSpec) DeepCopyInto(out *KFServiceSpec)

+ type KFServiceStatus struct

+ Canary StatusConfigurationSpec

+ Conditions StatusConditionsSpec

+ Default StatusConfigurationSpec

+ URI URISpec

+ func (in *KFServiceStatus) DeepCopy() *KFServiceStatus

+ func (in *KFServiceStatus) DeepCopyInto(out *KFServiceStatus)

+ func (ss *KFServiceStatus) PropagateCanaryConfigurationStatus(ccs *knservingv1alpha1.ConfigurationStatus)

+ func (ss *KFServiceStatus) PropagateDefaultConfigurationStatus(dcs *knservingv1alpha1.ConfigurationStatus)

+ func (ss *KFServiceStatus) PropagateRouteStatus(rs *knservingv1alpha1.RouteStatus)

+ type ModelSpec struct

+ Custom *CustomSpec

+ MaxReplicas int

+ MinReplicas int

+ SKLearn *SKLearnSpec

+ ServiceAccountName string

+ Tensorflow *TensorflowSpec

+ XGBoost *XGBoostSpec

+ func (in *ModelSpec) DeepCopy() *ModelSpec

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

+ func (m *ModelSpec) ApplyDefaults()

+ func (m *ModelSpec) CreateModelServingContainer(modelName string) *v1.Container

+ func (m *ModelSpec) Validate() error

+ type SKLearnSpec struct

+ ModelURI string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ func (in *SKLearnSpec) DeepCopy() *SKLearnSpec

+ func (in *SKLearnSpec) DeepCopyInto(out *SKLearnSpec)

+ func (s *SKLearnSpec) ApplyDefaults()

+ func (s *SKLearnSpec) CreateModelServingContainer(modelName string) *v1.Container

+ func (s *SKLearnSpec) Validate() error

+ type StatusConditionsSpec struct

+ Conditions []Condition

+ func (in *StatusConditionsSpec) DeepCopy() *StatusConditionsSpec

+ func (in *StatusConditionsSpec) DeepCopyInto(out *StatusConditionsSpec)

+ type StatusConfigurationSpec struct

+ Name string

+ Replicas int

+ Traffic int

+ func (in *StatusConfigurationSpec) DeepCopy() *StatusConfigurationSpec

+ func (in *StatusConfigurationSpec) DeepCopyInto(out *StatusConfigurationSpec)

+ type TensorflowSpec struct

+ ModelURI string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ func (in *TensorflowSpec) DeepCopy() *TensorflowSpec

+ func (in *TensorflowSpec) DeepCopyInto(out *TensorflowSpec)

+ func (t *TensorflowSpec) ApplyDefaults()

+ func (t *TensorflowSpec) CreateModelServingContainer(modelName string) *v1.Container

+ func (t *TensorflowSpec) Validate() error

+ type URISpec struct

+ External string

+ Internal string

+ func (in *URISpec) DeepCopy() *URISpec

+ func (in *URISpec) DeepCopyInto(out *URISpec)

+ type XGBoostSpec struct

+ ModelURI string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ func (in *XGBoostSpec) DeepCopy() *XGBoostSpec

+ func (in *XGBoostSpec) DeepCopyInto(out *XGBoostSpec)

+ func (x *XGBoostSpec) ApplyDefaults()

+ func (x *XGBoostSpec) CreateModelServingContainer(modelName string) *v1.Container

+ func (x *XGBoostSpec) Validate() error