v1alpha2

package

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Versions in this module

v0

v0.6.1

Aug 30, 2021

v0.6.0

Jul 1, 2021

v0.6.0-rc0

Apr 25, 2021

v0.5.1

Mar 2, 2021

v0.5.0

Feb 14, 2021

Changes in this version

+ const InvalidISVCNameFormatError

+ const IsvcNameFmt

+ var AzureBlobURL = "blob.core.windows.net"

+ var DefaultONNXFileName = "model.onnx"

+ var IsvcRegexp = regexp.MustCompile("^" + IsvcNameFmt + "$")

+ var ONNXFileExt = ".onnx"

+ type AIXExplainerSpec struct

+ Config map[string]string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ Type AIXExplainerType

+ func (in *AIXExplainerSpec) DeepCopy() *AIXExplainerSpec

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

+ func (s *AIXExplainerSpec) ApplyDefaults(config *InferenceServicesConfig)

+ func (s *AIXExplainerSpec) CreateExplainerContainer(modelName string, parallelism int, predictorHost string, ...) *v1.Container

+ func (s *AIXExplainerSpec) GetResourceRequirements() *v1.ResourceRequirements

+ func (s *AIXExplainerSpec) GetStorageUri() string

+ func (s *AIXExplainerSpec) Validate(config *InferenceServicesConfig) error

+ type AIXExplainerType string

+ const AIXLimeImageExplainer

type ExplainerSpec

+ AIX *AIXExplainerSpec

type ExplainersConfig

+ AIXExplainer ExplainerConfig

type InferenceService

+ func (dst *InferenceService) ConvertFrom(srcRaw conversion.Hub) error

+ func (isvc *InferenceService) ValidateDelete() error

+ func (src *InferenceService) ConvertTo(dstRaw conversion.Hub) error

+ type LightGBMSpec struct

+ NThread int

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ func (in *LightGBMSpec) DeepCopy() *LightGBMSpec

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

+ func (x *LightGBMSpec) ApplyDefaults(config *InferenceServicesConfig)

+ func (x *LightGBMSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (x *LightGBMSpec) GetResourceRequirements() *v1.ResourceRequirements

+ func (x *LightGBMSpec) GetStorageUri() string

+ func (x *LightGBMSpec) Validate(config *InferenceServicesConfig) error

+ type PMMLSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ func (in *PMMLSpec) DeepCopy() *PMMLSpec

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

+ func (s *PMMLSpec) ApplyDefaults(config *InferenceServicesConfig)

+ func (s *PMMLSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (s *PMMLSpec) GetResourceRequirements() *v1.ResourceRequirements

+ func (s *PMMLSpec) GetStorageUri() string

+ func (s *PMMLSpec) Validate(config *InferenceServicesConfig) error

type PredictorConfig

+ DefaultTimeout int64

+ type PredictorProtocols struct

+ V1 *PredictorConfig

+ V2 *PredictorConfig

type PredictorSpec

+ LightGBM *LightGBMSpec

+ PMML *PMMLSpec

type PredictorsConfig

+ LightGBM PredictorConfig

+ PMML PredictorConfig

v0.5.0-rc2

Jan 10, 2021

v0.5.0-rc1

Dec 15, 2020

v0.5.0-rc0

Nov 13, 2020

v0.4.1

Oct 16, 2020

v0.4.0

Jul 23, 2020

Changes in this version

+ var TritonISGRPCPort = int32(9000)

+ var TritonISRestPort = int32(8080)

+ type Batcher struct

+ MaxBatchSize *int

+ MaxLatency *int

+ Timeout *int

+ func (in *Batcher) DeepCopy() *Batcher

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

type DeploymentSpec

+ Batcher *Batcher

+ type InferenceServiceState string

+ const InferenceServiceNotReadyState

+ const InferenceServiceReadyState

type PredictorSpec

+ Triton *TritonSpec

type PredictorsConfig

+ Triton PredictorConfig

+ type TritonSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ func (in *TritonSpec) DeepCopy() *TritonSpec

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

+ func (t *TritonSpec) ApplyDefaults(config *InferenceServicesConfig)

+ func (t *TritonSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (t *TritonSpec) GetResourceRequirements() *v1.ResourceRequirements

+ func (t *TritonSpec) GetStorageUri() string

+ func (t *TritonSpec) Validate(config *InferenceServicesConfig) error

v0.3.0

Mar 11, 2020

Changes in this version

+ const CanaryExplainerReady

+ const CanaryTransformerReady

+ const DefaultExplainerReady

+ const DefaultTransformerReady

+ const ExactlyOneExplainerViolatedError

+ const ExactlyOnePredictorViolatedError

+ const ExactlyOneTransformerViolatedError

+ const ExplainerConfigKeyName

+ const InvalidLoggerType

+ const ParallelismLowerBoundExceededError

+ const PredictorConfigKeyName

+ const TransformerConfigKeyName

+ var InvalidPyTorchRuntimeExcludesGPU = "PyTorch RuntimeVersion is GPU enabled but GPU resources are not requested. " + InvalidPyTorchRuntimeVersionError

+ var InvalidPyTorchRuntimeIncludesGPU = "PyTorch RuntimeVersion is not GPU enabled but GPU resources are requested. " + InvalidPyTorchRuntimeVersionError

+ var PyTorchServingGPUSuffix = "-gpu"

+ func GetIntReference(number int) *int

type AlibiExplainerSpec

+ func (s *AlibiExplainerSpec) CreateExplainerContainer(modelName string, parallelism int, predictorHost string, ...) *v1.Container

+ func (s *AlibiExplainerSpec) GetResourceRequirements() *v1.ResourceRequirements

+ type ComponentStatusMap map[constants.InferenceServiceComponent]StatusConfigurationSpec

+ func (in ComponentStatusMap) DeepCopy() ComponentStatusMap

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

type CustomSpec

+ func (c *CustomSpec) CreateExplainerContainer(modelName string, parallelism int, predictUrl string, ...) *v1.Container

+ func (c *CustomSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (c *CustomSpec) GetContainerSpec() *v1.Container

+ func (c *CustomSpec) GetResourceRequirements() *v1.ResourceRequirements

type DeploymentSpec

+ Logger *Logger

+ Parallelism int

+ type Explainer interface

+ ApplyDefaults func(config *InferenceServicesConfig)

+ CreateExplainerContainer func(modelName string, parallelism int, predictorHost string, ...) *v1.Container

+ GetResourceRequirements func() *v1.ResourceRequirements

+ GetStorageUri func() string

+ Validate func(config *InferenceServicesConfig) error

type ExplainerConfig

+ AllowedImageVersions []string

+ DefaultImageVersion string

type ExplainerSpec

+ func (e *ExplainerSpec) CreateExplainerContainer(modelName string, parallelism int, predictorHost string, ...) *v1.Container

+ type InferenceService struct

+ Spec InferenceServiceSpec

+ Status InferenceServiceStatus

+ func (in *InferenceService) DeepCopy() *InferenceService

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

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

+ func (isvc *InferenceService) Default(client client.Client)

+ func (isvc *InferenceService) ValidateCreate(client client.Client) error

+ func (isvc *InferenceService) ValidateUpdate(old runtime.Object, client client.Client) error

+ type InferenceServiceList struct

+ Items []InferenceService

+ func (in *InferenceServiceList) DeepCopy() *InferenceServiceList

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

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

+ type InferenceServiceSpec struct

+ Canary *EndpointSpec

+ CanaryTrafficPercent int

+ Default EndpointSpec

+ func (in *InferenceServiceSpec) DeepCopy() *InferenceServiceSpec

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

+ type InferenceServiceStatus struct

+ Address *duckv1beta1.Addressable

+ Canary *ComponentStatusMap

+ CanaryTraffic int

+ Default *ComponentStatusMap

+ Traffic int

+ URL string

+ func (in *InferenceServiceStatus) DeepCopy() *InferenceServiceStatus

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

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

+ func (ss *InferenceServiceStatus) InitializeConditions()

+ func (ss *InferenceServiceStatus) IsReady() bool

+ func (ss *InferenceServiceStatus) PropagateCanaryStatus(component constants.InferenceServiceComponent, ...)

+ func (ss *InferenceServiceStatus) PropagateDefaultStatus(component constants.InferenceServiceComponent, ...)

+ func (ss *InferenceServiceStatus) PropagateRouteStatus(vs *VirtualServiceStatus)

+ type InferenceServicesConfig struct

+ Explainers *ExplainersConfig

+ Predictors *PredictorsConfig

+ Transformers *TransformersConfig

+ func GetInferenceServicesConfig(client client.Client) (*InferenceServicesConfig, error)

+ func NewInferenceServicesConfig(configMap *v1.ConfigMap) (*InferenceServicesConfig, error)

+ func (in *InferenceServicesConfig) DeepCopy() *InferenceServicesConfig

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

+ type Logger struct

+ Mode LoggerMode

+ Url *string

+ func (in *Logger) DeepCopy() *Logger

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

+ type LoggerMode string

+ const LogAll

+ const LogRequest

+ const LogResponse

type ONNXSpec

+ func (s *ONNXSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (s *ONNXSpec) GetResourceRequirements() *v1.ResourceRequirements

+ type Predictor interface

+ ApplyDefaults func(config *InferenceServicesConfig)

+ GetContainer func(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ GetResourceRequirements func() *v1.ResourceRequirements

+ GetStorageUri func() string

+ Validate func(config *InferenceServicesConfig) error

+ type PredictorConfig struct

+ AllowedImageVersions []string

+ ContainerImage string

+ DefaultGpuImageVersion string

+ DefaultImageVersion string

+ func (in *PredictorConfig) DeepCopy() *PredictorConfig

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

type PredictorSpec

+ func (p *PredictorSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ type PredictorsConfig struct

+ ONNX PredictorConfig

+ PyTorch PredictorConfig

+ SKlearn PredictorConfig

+ TensorRT PredictorConfig

+ Tensorflow PredictorConfig

+ Xgboost PredictorConfig

+ func (in *PredictorsConfig) DeepCopy() *PredictorsConfig

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

type PyTorchSpec

+ func (p *PyTorchSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (p *PyTorchSpec) GetResourceRequirements() *v1.ResourceRequirements

type SKLearnSpec

+ func (s *SKLearnSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (s *SKLearnSpec) GetResourceRequirements() *v1.ResourceRequirements

type StatusConfigurationSpec

+ Hostname string

type TensorRTSpec

+ func (t *TensorRTSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (t *TensorRTSpec) GetResourceRequirements() *v1.ResourceRequirements

type TensorflowSpec

+ func (t *TensorflowSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (t *TensorflowSpec) GetResourceRequirements() *v1.ResourceRequirements

+ type Transformer interface

+ ApplyDefaults func(config *InferenceServicesConfig)

+ GetContainerSpec func() *v1.Container

+ GetStorageUri func() string

+ Validate func(config *InferenceServicesConfig) error

+ type TransformerConfig struct

+ AllowedImageVersions []string

+ ContainerImage string

+ DefaultImageVersion string

+ func (in *TransformerConfig) DeepCopy() *TransformerConfig

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

type TransformerSpec

+ func (t *TransformerSpec) ApplyDefaults(config *InferenceServicesConfig)

+ func (t *TransformerSpec) GetContainerSpec(metadata metav1.ObjectMeta, isCanary bool) *v1.Container

+ func (t *TransformerSpec) GetStorageUri() string

+ func (t *TransformerSpec) Validate(config *InferenceServicesConfig) error

+ type TransformersConfig struct

+ Feast TransformerConfig

+ func (in *TransformersConfig) DeepCopy() *TransformersConfig

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

+ type VirtualServiceStatus struct

+ Address *duckv1beta1.Addressable

+ CanaryWeight int

+ DefaultWeight int

+ URL string

+ func (in *VirtualServiceStatus) DeepCopy() *VirtualServiceStatus

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

type XGBoostSpec

+ NThread int

+ func (x *XGBoostSpec) GetContainer(modelName string, parallelism int, config *InferenceServicesConfig) *v1.Container

+ func (x *XGBoostSpec) GetResourceRequirements() *v1.ResourceRequirements

v0.1.3

Sep 24, 2019

Changes in this version

+ const AtLeastOneExplainerSpecViolatedError

+ const AtLeastOneModelSpecViolatedError

+ const CanaryPredictorReady

+ const DefaultPredictorReady

+ const ExactlyOneExplainerSpecViolatedError

+ const ExactlyOneModelSpecViolatedError

+ const MaxReplicasLowerBoundExceededError

+ const MinReplicasLowerBoundExceededError

+ const MinReplicasShouldBeLessThanMaxError

+ const RoutesReady

+ const TrafficBoundsExceededError

+ const TrafficProvidedWithoutCanaryError

+ const UnsupportedStorageURIFormatError

+ var APIVersion = "v1alpha2"

+ var AddToScheme = SchemeBuilder.AddToScheme

+ var AlibiImageName = "docker.io/seldonio/alibiexplainer"

+ var AllowedAlibiRuntimeVersions = []string

+ var AllowedONNXRuntimeVersions = []string

+ var AllowedPyTorchRuntimeVersions = []string

+ var AllowedSKLearnRuntimeVersions = []string

+ var AllowedTensorRTISRuntimeVersions = []string

+ var AllowedTensorflowRuntimeVersions = []string

+ var AllowedXGBoostRuntimeVersions = []string

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

+ var DefaultAlibiRuntimeVersion = "0.2.3"

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

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

+ var DefaultONNXRuntimeVersion = "latest"

+ 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 InvalidAlibiRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedAlibiRuntimeVersions, ", ")

+ var InvalidONNXRuntimeVersionError = "RuntimeVersion must be one of " + strings.Join(AllowedONNXRuntimeVersions, ", ")

+ 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 ONNXModelFileName = "model.onnx"

+ var ONNXServingGRPCPort = "9000"

+ var ONNXServingImageName = "mcr.microsoft.com/onnxruntime/server"

+ var ONNXServingRestPort = "8080"

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

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

+ var SchemeBuilder = &scheme.Builder

+ var SchemeGroupVersion = schema.GroupVersion

+ var SupportedStorageURIPrefixList = []string

+ var TensorRTISGRPCPort = int32(9000)

+ var TensorRTISRestPort = int32(8080)

+ var TensorflowEntrypointCommand = "/usr/bin/tensorflow_model_server"

+ var TensorflowServingGPUSuffix = "-gpu"

+ var TensorflowServingGRPCPort = "9000"

+ var TensorflowServingImageName = "tensorflow/serving"

+ var TensorflowServingRestPort = "8080"

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

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

+ func Resource(resource string) schema.GroupResource

+ type AlibiExplainerSpec struct

+ Config map[string]string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ Type AlibiExplainerType

+ func (in *AlibiExplainerSpec) DeepCopy() *AlibiExplainerSpec

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

+ func (s *AlibiExplainerSpec) ApplyDefaults()

+ func (s *AlibiExplainerSpec) CreateExplainerServingContainer(modelName string, predictorHost string, config *ExplainersConfig) *v1.Container

+ func (s *AlibiExplainerSpec) GetStorageUri() string

+ func (s *AlibiExplainerSpec) Validate() error

+ type AlibiExplainerType string

+ const AlibiAnchorsImageExplainer

+ const AlibiAnchorsTabularExplainer

+ const AlibiAnchorsTextExplainer

+ const AlibiContrastiveExplainer

+ const AlibiCounterfactualsExplainer

+ type CustomSpec struct

+ Container v1.Container

+ func (c *CustomSpec) ApplyDefaults()

+ func (c *CustomSpec) CreateExplainerServingContainer(modelName string, predictUrl string, config *ExplainersConfig) *v1.Container

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

+ func (c *CustomSpec) GetStorageUri() string

+ func (c *CustomSpec) Validate() error

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

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

+ type DeploymentSpec struct

+ MaxReplicas int

+ MinReplicas int

+ ServiceAccountName string

+ func (in *DeploymentSpec) DeepCopy() *DeploymentSpec

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

+ type EndpointSpec struct

+ Explainer *ExplainerSpec

+ Predictor PredictorSpec

+ Transformer *TransformerSpec

+ func (in *EndpointSpec) DeepCopy() *EndpointSpec

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

+ type ExplainerConfig struct

+ ContainerImage string

+ func (in *ExplainerConfig) DeepCopy() *ExplainerConfig

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

+ type ExplainerHandler interface

+ ApplyDefaults func()

+ CreateExplainerServingContainer func(modelName string, predictorHost string, config *ExplainersConfig) *v1.Container

+ GetStorageUri func() string

+ Validate func() error

+ type ExplainerSpec struct

+ Alibi *AlibiExplainerSpec

+ Custom *CustomSpec

+ func (in *ExplainerSpec) DeepCopy() *ExplainerSpec

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

+ func (m *ExplainerSpec) ApplyDefaults()

+ func (m *ExplainerSpec) CreateExplainerServingContainer(modelName string, predictorHost string, config *ExplainersConfig) *v1.Container

+ func (m *ExplainerSpec) GetStorageUri() string

+ func (m *ExplainerSpec) Validate() error

+ type ExplainersConfig struct

+ AlibiExplainer ExplainerConfig

+ func (in *ExplainersConfig) DeepCopy() *ExplainersConfig

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

+ type FrameworkConfig struct

+ ContainerImage string

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

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

+ type FrameworkHandler interface

+ ApplyDefaults func()

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

+ GetStorageUri func() string

+ Validate func() error

+ type FrameworksConfig struct

+ ONNX FrameworkConfig

+ PyTorch FrameworkConfig

+ SKlearn FrameworkConfig

+ TensorRT FrameworkConfig

+ Tensorflow FrameworkConfig

+ Xgboost FrameworkConfig

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

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

+ 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 *EndpointSpec

+ CanaryTrafficPercent int

+ Default EndpointSpec

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

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

+ type KFServiceStatus struct

+ Canary StatusConfigurationSpec

+ Default StatusConfigurationSpec

+ URL string

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

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

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

+ func (ss *KFServiceStatus) InitializeConditions()

+ func (ss *KFServiceStatus) IsReady() bool

+ func (ss *KFServiceStatus) PropagateCanaryPredictorStatus(canaryStatus *knservingv1alpha1.ServiceStatus)

+ func (ss *KFServiceStatus) PropagateCanaryStatus(endpoint constants.KFServiceEndpoint, ...)

+ func (ss *KFServiceStatus) PropagateDefaultPredictorStatus(defaultStatus *knservingv1alpha1.ServiceStatus)

+ func (ss *KFServiceStatus) PropagateDefaultStatus(endpoint constants.KFServiceEndpoint, ...)

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

+ type ONNXSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

+ func (in *ONNXSpec) DeepCopy() *ONNXSpec

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

+ func (s *ONNXSpec) ApplyDefaults()

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

+ func (s *ONNXSpec) GetStorageUri() string

+ func (s *ONNXSpec) Validate() error

+ type PredictorSpec struct

+ Custom *CustomSpec

+ ONNX *ONNXSpec

+ PyTorch *PyTorchSpec

+ SKLearn *SKLearnSpec

+ TensorRT *TensorRTSpec

+ Tensorflow *TensorflowSpec

+ XGBoost *XGBoostSpec

+ func (in *PredictorSpec) DeepCopy() *PredictorSpec

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

+ func (m *PredictorSpec) ApplyDefaults()

+ func (m *PredictorSpec) CreateModelServingContainer(modelName string, config *FrameworksConfig) *v1.Container

+ func (m *PredictorSpec) GetStorageUri() string

+ func (m *PredictorSpec) Validate() error

+ type PyTorchSpec struct

+ ModelClassName string

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI 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) GetStorageUri() string

+ func (s *PyTorchSpec) Validate() error

+ type SKLearnSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

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

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

+ func (s *SKLearnSpec) ApplyDefaults()

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

+ func (s *SKLearnSpec) GetStorageUri() string

+ func (s *SKLearnSpec) Validate() error

+ type StatusConfigurationSpec struct

+ Name string

+ Replicas int

+ Traffic int

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

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

+ type TensorRTSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI 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) GetStorageUri() string

+ func (t *TensorRTSpec) Validate() error

+ type TensorflowSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

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

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

+ func (t *TensorflowSpec) ApplyDefaults()

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

+ func (t *TensorflowSpec) GetStorageUri() string

+ func (t *TensorflowSpec) Validate() error

+ type TransformerSpec struct

+ Custom *CustomSpec

+ func (in *TransformerSpec) DeepCopy() *TransformerSpec

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

+ type XGBoostSpec struct

+ Resources v1.ResourceRequirements

+ RuntimeVersion string

+ StorageURI string

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

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

+ func (x *XGBoostSpec) ApplyDefaults()

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

+ func (x *XGBoostSpec) GetStorageUri() string

+ func (x *XGBoostSpec) Validate() error

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