v1

package
v1.13.1 Latest Latest
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 Go to latest Published: Feb 21, 2022 License: Apache-2.0 Imports: 26 Imported by: 19

Documentation

Overview

Package v1 contains API Schema definitions for the machinelearning v1 API group +kubebuilder:object:generate=true +groupName=machinelearning.seldon.io

Index

Constants

View Source 
const (
	EnvSklearnServerImageRelated = "RELATED_IMAGE_SKLEARNSERVER"
	EnvXgboostserverImageRelated = "RELATED_IMAGE_XGBOOSTSERVER"
	EnvMlflowserverImageRelated  = "RELATED_IMAGE_MLFLOWSERVER"
	EnvTensorflowImageRelated    = "RELATED_IMAGE_TENSORFLOW"
	EnvTfproxyImageRelated       = "RELATED_IMAGE_TFPROXY"
	PrepackTensorflowName        = "TENSORFLOW_SERVER"
	PrepackSklearnName           = "SKLEARN_SERVER"
	PrepackXgboostName           = "XGBOOST_SERVER"
	PrepackMlflowName            = "MLFLOW_SERVER"
	PrepackTritonName            = "TRITON_SERVER"
	PrepackTempoName             = "TEMPO_SERVER"
)
View Source 
const (
	DeploymentsReady     apis.ConditionType = "DeploymentsReady"
	ServicesReady        apis.ConditionType = "ServicesReady"
	KedaReady            apis.ConditionType = "KedaReady"
	VirtualServicesReady apis.ConditionType = "istioVirtualServicesReady"
	HpasReady            apis.ConditionType = "HpasReady"
	PdbsReady            apis.ConditionType = "PdbsReady"

	SvcNotReadyReason        string = "Not all services created"
	SvcReadyReason           string = "All services created"
	KedaNotDefinedReason     string = "No KEDA resources defined"
	KedaNotReadyReason       string = "KEDA resources not ready"
	KedaReadyReason          string = "All KEDA resources ready"
	HpaNotDefinedReason      string = "No HPAs defined"
	HpaNotReadyReason        string = "HPAs not ready"
	HpaReadyReason           string = "All HPAs resources ready"
	PdbNotDefinedReason      string = "No PDBs defined"
	PdbNotReadyReason        string = "PDBs not ready"
	PdbReadyReason           string = "All PDBs resources ready"
	VirtualServiceNotDefined string = "No VirtualServices defined"
	VirtualServiceNotReady   string = "Not all VirtualServices created"
	VirtualServiceReady      string = "All VirtualServices created"
)
View Source 
const (
	Label_seldon_id          = "seldon-deployment-id"
	Label_seldon_app         = "seldon-app"
	Label_seldon_app_svc     = "seldon-app-svc"
	Label_svc_orch           = "seldon-deployment-contains-svcorch"
	Label_app                = "app"
	Label_fluentd            = "fluentd"
	Label_router             = "seldon.io/router"
	Label_combiner           = "seldon.io/combiner"
	Label_model              = "seldon.io/model"
	Label_transformer        = "seldon.io/transformer"
	Label_output_transformer = "seldon.io/output-transformer"
	Label_shadow             = "seldon.io/shadow"
	Label_explainer          = "seldon.io/explainer"
	Label_managed_by         = "app.kubernetes.io/managed-by"
	Label_value_seldon       = "seldon-core"

	PODINFO_VOLUME_NAME     = "seldon-podinfo"
	OLD_PODINFO_VOLUME_NAME = "podinfo"
	PODINFO_VOLUME_PATH     = "/etc/podinfo"

	ENV_PREDICTIVE_UNIT_SERVICE_PORT         = "PREDICTIVE_UNIT_SERVICE_PORT"
	ENV_PREDICTIVE_UNIT_HTTP_SERVICE_PORT    = "PREDICTIVE_UNIT_HTTP_SERVICE_PORT"
	ENV_PREDICTIVE_UNIT_GRPC_SERVICE_PORT    = "PREDICTIVE_UNIT_GRPC_SERVICE_PORT"
	ENV_PREDICTIVE_UNIT_SERVICE_PORT_METRICS = "PREDICTIVE_UNIT_METRICS_SERVICE_PORT"
	ENV_PREDICTIVE_UNIT_METRICS_ENDPOINT     = "PREDICTIVE_UNIT_METRICS_ENDPOINT"
	ENV_PREDICTIVE_UNIT_METRICS_PORT_NAME    = "PREDICTIVE_UNIT_METRICS_PORT_NAME"
	ENV_PREDICTIVE_UNIT_PARAMETERS           = "PREDICTIVE_UNIT_PARAMETERS"
	ENV_PREDICTIVE_UNIT_IMAGE                = "PREDICTIVE_UNIT_IMAGE"
	ENV_PREDICTIVE_UNIT_ID                   = "PREDICTIVE_UNIT_ID"
	ENV_PREDICTOR_ID                         = "PREDICTOR_ID"
	ENV_PREDICTOR_LABELS                     = "PREDICTOR_LABELS"
	ENV_SELDON_DEPLOYMENT_ID                 = "SELDON_DEPLOYMENT_ID"
	ENV_SELDON_EXECUTOR_ENABLED              = "SELDON_EXECUTOR_ENABLED"
	ENV_DEPLOYMENT_NAME_AS_PREFIX            = "DEPLOYMENT_NAME_AS_PREFIX"

	ANNOTATION_SEPARATE_ENGINE         = "seldon.io/engine-separate-pod"
	ANNOTATION_HEADLESS_SVC            = "seldon.io/headless-svc"
	ANNOTATION_NO_ENGINE               = "seldon.io/no-engine"
	ANNOTATION_CUSTOM_SVC_NAME         = "seldon.io/svc-name"
	ANNOTATION_LOGGER_WORK_QUEUE_SIZE  = "seldon.io/executor-logger-queue-size"
	ANNOTATION_LOGGER_WRITE_TIMEOUT_MS = "seldon.io/executor-logger-write-timeout-ms"

	DeploymentNamePrefix = "seldon"
)
View Source 
const (
	ENV_KAFKA_BROKER       = "KAFKA_BROKER"
	ENV_KAFKA_INPUT_TOPIC  = "KAFKA_INPUT_TOPIC"
	ENV_KAFKA_OUTPUT_TOPIC = "KAFKA_OUTPUT_TOPIC"
)
View Source 
const PredictorServerConfigMapKeyName = "predictor_servers"

Variables

View Source 
var (
	// GroupVersion is group version used to register these objects
	GroupVersion = schema.GroupVersion{Group: "machinelearning.seldon.io", Version: "v1"}

	// SchemeBuilder is used to add go types to the GroupVersionKind scheme
	SchemeBuilder = &scheme.Builder{GroupVersion: GroupVersion}

	// AddToScheme adds the types in this group-version to the given scheme.
	AddToScheme = SchemeBuilder.AddToScheme

	// SchemeGroupVersion is group version used to register these objects
	SchemeGroupVersion = schema.GroupVersion{Group: "machinelearning.seldon.io", Version: "v1"}

	// Resource takes an unqualified resource and returns a Group qualified GroupResource
	Resource = func(resource string) schema.GroupResource {
		return SchemeGroupVersion.WithResource(resource).GroupResource()
	}
)
View Source 
var (
	ControllerNamespace = GetEnv("POD_NAMESPACE", "seldon-system")
	C                   client.Client
)
View Source 
var (
	ControllerConfigMapName = "seldon-config"
)

Functions

func GetContainerForPredictiveUnit 

func GetContainerForPredictiveUnit(p *PredictorSpec, name string) *corev1.Container

func GetContainerServiceName 

func GetContainerServiceName(mlDepName string, predictorSpec PredictorSpec, c *v1.Container) string

func GetDeploymentName 

func GetDeploymentName(mlDep *SeldonDeployment, predictorSpec PredictorSpec, podSpec *SeldonPodSpec, podSpecIdx int) string

func GetEnv 

func GetEnv(key, fallback string) string

Get an environment variable given by key or return the fallback.

func GetExplainerDeploymentName 

func GetExplainerDeploymentName(sdepName string, predictorSpec *PredictorSpec) string

func GetPort 

func GetPort(name string, ports []corev1.ContainerPort) *corev1.ContainerPort

func GetPredictorKey 

func GetPredictorKey(mlDep *SeldonDeployment, p *PredictorSpec) string

func GetSeldonDeploymentName 

func GetSeldonDeploymentName(mlDep *SeldonDeployment) string

func GetServiceOrchestratorName 

func GetServiceOrchestratorName(mlDep *SeldonDeployment, p *PredictorSpec) string

func IsPrepack 

func IsPrepack(pu *PredictiveUnit) bool

Types

type AlibiExplainerType 

type AlibiExplainerType string
const (
	AlibiAnchorsTabularExplainer      AlibiExplainerType = "AnchorTabular"
	AlibiAnchorsImageExplainer        AlibiExplainerType = "AnchorImages"
	AlibiAnchorsTextExplainer         AlibiExplainerType = "AnchorText"
	AlibiCounterfactualsExplainer     AlibiExplainerType = "Counterfactuals"
	AlibiContrastiveExplainer         AlibiExplainerType = "Contrastive"
	AlibiKernelShapExplainer          AlibiExplainerType = "KernelShap"
	AlibiIntegratedGradientsExplainer AlibiExplainerType = "IntegratedGradients"
	AlibiALEExplainer                 AlibiExplainerType = "ALE"
	AlibiTreeShap                     AlibiExplainerType = "TreeShap"
)

type DeploymentStatus 

type DeploymentStatus struct {
	Name              string `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Status            string `json:"status,omitempty" protobuf:"string,2,opt,name=status"`
	Description       string `json:"description,omitempty" protobuf:"string,3,opt,name=description"`
	Replicas          int32  `json:"replicas,omitempty" protobuf:"string,4,opt,name=replicas"`
	AvailableReplicas int32  `json:"availableReplicas,omitempty" protobuf:"string,5,opt,name=availableRelicas"`
	ExplainerFor      string `json:"explainerFor,omitempty" protobuf:"string,6,opt,name=explainerFor"`
}

func (*DeploymentStatus) DeepCopy 

func (in *DeploymentStatus) DeepCopy() *DeploymentStatus

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

func (*DeploymentStatus) DeepCopyInto 

func (in *DeploymentStatus) DeepCopyInto(out *DeploymentStatus)

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

type Endpoint 

type Endpoint struct {
	ServiceHost string       `json:"service_host,omitempty" protobuf:"string,1,opt,name=service_host"`
	ServicePort int32        `json:"service_port,omitempty" protobuf:"int32,2,opt,name=service_port"`
	Type        EndpointType `json:"type,omitempty" protobuf:"int,3,opt,name=type"`
	HttpPort    int32        `json:"httpPort,omitempty" protobuf:"int32,4,opt,name=httpPort"`
	GrpcPort    int32        `json:"grpcPort,omitempty" protobuf:"int32,5,opt,name=grpcPort"`
}

func (*Endpoint) DeepCopy 

func (in *Endpoint) DeepCopy() *Endpoint

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

func (*Endpoint) DeepCopyInto 

func (in *Endpoint) DeepCopyInto(out *Endpoint)

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

type EndpointType 

type EndpointType string
const (
	REST EndpointType = "REST"
	GRPC EndpointType = "GRPC"
)

type Explainer 

type Explainer struct {
	Type                    AlibiExplainerType `json:"type,omitempty" protobuf:"string,1,opt,name=type"`
	ModelUri                string             `json:"modelUri,omitempty" protobuf:"string,2,opt,name=modelUri"`
	ServiceAccountName      string             `json:"serviceAccountName,omitempty" protobuf:"string,3,opt,name=serviceAccountName"`
	ContainerSpec           v1.Container       `json:"containerSpec,omitempty" protobuf:"bytes,4,opt,name=containerSpec"`
	Config                  map[string]string  `json:"config,omitempty" protobuf:"bytes,5,opt,name=config"`
	Endpoint                *Endpoint          `json:"endpoint,omitempty" protobuf:"bytes,6,opt,name=endpoint"`
	EnvSecretRefName        string             `json:"envSecretRefName,omitempty" protobuf:"bytes,7,opt,name=envSecretRefName"`
	StorageInitializerImage string             `json:"storageInitializerImage,omitempty" protobuf:"bytes,8,opt,name=storageInitializerImage"`
	Replicas                *int32             `json:"replicas,omitempty" protobuf:"string,9,opt,name=replicas"`
	InitParameters          string             `json:"initParameters,omitempty" protobuf:"string,10,opt,name=initParameters"`
}

func (*Explainer) DeepCopy 

func (in *Explainer) DeepCopy() *Explainer

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

func (*Explainer) DeepCopyInto 

func (in *Explainer) DeepCopyInto(out *Explainer)

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

type Logger 

type Logger struct {
	// URL to send request logging CloudEvents
	// +optional
	Url *string `json:"url,omitempty"`
	// What payloads to log
	Mode LoggerMode `json:"mode,omitempty"`
}

Logger provides optional payload logging for all endpoints +experimental

func (*Logger) DeepCopy 

func (in *Logger) DeepCopy() *Logger

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

func (*Logger) DeepCopyInto 

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

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

type LoggerMode 

type LoggerMode string
const (
	LogAll      LoggerMode = "all"
	LogRequest  LoggerMode = "request"
	LogResponse LoggerMode = "response"
)

type ObjectMeta 

type ObjectMeta struct {
	// Name must be unique within a namespace. Is required when creating resources, although
	// some resources may allow a client to request the generation of an appropriate name
	// automatically. Name is primarily intended for creation idempotence and configuration
	// definition.
	// Cannot be updated.
	// More info: http://kubernetes.io/docs/user-guide/identifiers#names
	// +optional
	Name string `json:"name,omitempty" protobuf:"bytes,1,opt,name=name"`

	// GenerateName is an optional prefix, used by the server, to generate a unique
	// name ONLY IF the Name field has not been provided.
	// If this field is used, the name returned to the client will be different
	// than the name passed. This value will also be combined with a unique suffix.
	// The provided value has the same validation rules as the Name field,
	// and may be truncated by the length of the suffix required to make the value
	// unique on the server.
	//
	// If this field is specified and the generated name exists, the server will
	// NOT return a 409 - instead, it will either return 201 Created or 500 with Reason
	// ServerTimeout indicating a unique name could not be found in the time allotted, and the client
	// should retry (optionally after the time indicated in the Retry-After header).
	//
	// Applied only if Name is not specified.
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#idempotency
	// +optional
	GenerateName string `json:"generateName,omitempty" protobuf:"bytes,2,opt,name=generateName"`

	// Namespace defines the space within each name must be unique. An empty namespace is
	// equivalent to the "default" namespace, but "default" is the canonical representation.
	// Not all objects are required to be scoped to a namespace - the value of this field for
	// those objects will be empty.
	//
	// Must be a DNS_LABEL.
	// Cannot be updated.
	// More info: http://kubernetes.io/docs/user-guide/namespaces
	// +optional
	Namespace string `json:"namespace,omitempty" protobuf:"bytes,3,opt,name=namespace"`

	// SelfLink is a URL representing this object.
	// Populated by the system.
	// Read-only.
	//
	// DEPRECATED
	// Kubernetes will stop propagating this field in 1.20 release and the field is planned
	// to be removed in 1.21 release.
	// +optional
	SelfLink string `json:"selfLink,omitempty" protobuf:"bytes,4,opt,name=selfLink"`

	// UID is the unique in time and space value for this object. It is typically generated by
	// the server on successful creation of a resource and is not allowed to change on PUT
	// operations.
	//
	// Populated by the system.
	// Read-only.
	// More info: http://kubernetes.io/docs/user-guide/identifiers#uids
	// +optional
	UID types.UID `json:"uid,omitempty" protobuf:"bytes,5,opt,name=uid,casttype=k8s.io/kubernetes/pkg/types.UID"`

	// An opaque value that represents the internal version of this object that can
	// be used by clients to determine when objects have changed. May be used for optimistic
	// concurrency, change detection, and the watch operation on a resource or set of resources.
	// Clients must treat these values as opaque and passed unmodified back to the server.
	// They may only be valid for a particular resource or set of resources.
	//
	// Populated by the system.
	// Read-only.
	// Value must be treated as opaque by clients and .
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#concurrency-control-and-consistency
	// +optional
	ResourceVersion string `json:"resourceVersion,omitempty" protobuf:"bytes,6,opt,name=resourceVersion"`

	// A sequence number representing a specific generation of the desired state.
	// Populated by the system. Read-only.
	// +optional
	Generation int64 `json:"generation,omitempty" protobuf:"varint,7,opt,name=generation"`

	// CreationTimestamp is a timestamp representing the server time when this object was
	// created. It is not guaranteed to be set in happens-before order across separate operations.
	// Clients may not set this value. It is represented in RFC3339 form and is in UTC.
	//
	// Populated by the system.
	// Read-only.
	// Null for lists.
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata
	// +optional
	// +nullable
	CreationTimestamp *metav1.Time `json:"creationTimestamp,omitempty" protobuf:"bytes,8,opt,name=creationTimestamp"`

	// DeletionTimestamp is RFC 3339 date and time at which this resource will be deleted. This
	// field is set by the server when a graceful deletion is requested by the user, and is not
	// directly settable by a client. The resource is expected to be deleted (no longer visible
	// from resource lists, and not reachable by name) after the time in this field, once the
	// finalizers list is empty. As long as the finalizers list contains items, deletion is blocked.
	// Once the deletionTimestamp is set, this value may not be unset or be set further into the
	// future, although it may be shortened or the resource may be deleted prior to this time.
	// For example, a user may request that a pod is deleted in 30 seconds. The Kubelet will react
	// by sending a graceful termination signal to the containers in the pod. After that 30 seconds,
	// the Kubelet will send a hard termination signal (SIGKILL) to the container and after cleanup,
	// remove the pod from the API. In the presence of network partitions, this object may still
	// exist after this timestamp, until an administrator or automated process can determine the
	// resource is fully terminated.
	// If not set, graceful deletion of the object has not been requested.
	//
	// Populated by the system when a graceful deletion is requested.
	// Read-only.
	// More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#metadata
	// +optional
	DeletionTimestamp *metav1.Time `json:"deletionTimestamp,omitempty" protobuf:"bytes,9,opt,name=deletionTimestamp"`

	// Number of seconds allowed for this object to gracefully terminate before
	// it will be removed from the system. Only set when deletionTimestamp is also set.
	// May only be shortened.
	// Read-only.
	// +optional
	DeletionGracePeriodSeconds *int64 `json:"deletionGracePeriodSeconds,omitempty" protobuf:"varint,10,opt,name=deletionGracePeriodSeconds"`

	// Map of string keys and values that can be used to organize and categorize
	// (scope and select) objects. May match selectors of replication controllers
	// and services.
	// More info: http://kubernetes.io/docs/user-guide/labels
	// +optional
	Labels map[string]string `json:"labels,omitempty" protobuf:"bytes,11,rep,name=labels"`

	// Annotations is an unstructured key value map stored with a resource that may be
	// set by external tools to store and retrieve arbitrary metadata. They are not
	// queryable and should be preserved when modifying objects.
	// More info: http://kubernetes.io/docs/user-guide/annotations
	// +optional
	Annotations map[string]string `json:"annotations,omitempty" protobuf:"bytes,12,rep,name=annotations"`

	// List of objects depended by this object. If ALL objects in the list have
	// been deleted, this object will be garbage collected. If this object is managed by a controller,
	// then an entry in this list will point to this controller, with the controller field set to true.
	// There cannot be more than one managing controller.
	// +optional
	// +patchMergeKey=uid
	// +patchStrategy=merge
	OwnerReferences []metav1.OwnerReference `json:"ownerReferences,omitempty" patchStrategy:"merge" patchMergeKey:"uid" protobuf:"bytes,13,rep,name=ownerReferences"`

	// Must be empty before the object is deleted from the registry. Each entry
	// is an identifier for the responsible component that will remove the entry
	// from the list. If the deletionTimestamp of the object is non-nil, entries
	// in this list can only be removed.
	// Finalizers may be processed and removed in any order.  Order is NOT enforced
	// because it introduces significant risk of stuck finalizers.
	// finalizers is a shared field, any actor with permission can reorder it.
	// If the finalizer list is processed in order, then this can lead to a situation
	// in which the component responsible for the first finalizer in the list is
	// waiting for a signal (field value, external system, or other) produced by a
	// component responsible for a finalizer later in the list, resulting in a deadlock.
	// Without enforced ordering finalizers are free to order amongst themselves and
	// are not vulnerable to ordering changes in the list.
	// +optional
	// +patchStrategy=merge
	Finalizers []string `json:"finalizers,omitempty" patchStrategy:"merge" protobuf:"bytes,14,rep,name=finalizers"`

	// The name of the cluster which the object belongs to.
	// This is used to distinguish resources with same name and namespace in different clusters.
	// This field is not set anywhere right now and apiserver is going to ignore it if set in create or update request.
	// +optional
	ClusterName string `json:"clusterName,omitempty" protobuf:"bytes,15,opt,name=clusterName"`
}

ObjectMeta is a copy of the "k8s.io/apimachinery/pkg/apis/meta/v1" ObjectMeta. We copy it for 2 reasons: * to be included in the structural schema of the CRD. * to edit the CreationTimestamp to be nullable and a pointer to metav1.Time instead of a struct which allows better serialization. * remove ManagedFields which contain unsupported "Any" type.

func (*ObjectMeta) DeepCopy 

func (in *ObjectMeta) DeepCopy() *ObjectMeta

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

func (*ObjectMeta) DeepCopyInto 

func (in *ObjectMeta) DeepCopyInto(out *ObjectMeta)

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

type Parameter 

type Parameter struct {
	Name  string       `json:"name" protobuf:"string,1,opt,name=name"`
	Value string       `json:"value" protobuf:"string,2,opt,name=value"`
	Type  ParmeterType `json:"type" protobuf:"int,3,opt,name=type"`
}

func (*Parameter) DeepCopy 

func (in *Parameter) DeepCopy() *Parameter

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

func (*Parameter) DeepCopyInto 

func (in *Parameter) DeepCopyInto(out *Parameter)

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

type ParmeterType 

type ParmeterType string
const (
	INT    ParmeterType = "INT"
	FLOAT  ParmeterType = "FLOAT"
	DOUBLE ParmeterType = "DOUBLE"
	STRING ParmeterType = "STRING"
	BOOL   ParmeterType = "BOOL"
)

type PredictiveUnit 

type PredictiveUnit struct {
	Name                    string                        `json:"name" protobuf:"string,1,opt,name=name"`
	Children                []PredictiveUnit              `json:"children,omitempty" protobuf:"bytes,2,opt,name=children"`
	Type                    *PredictiveUnitType           `json:"type,omitempty" protobuf:"int,3,opt,name=type"`
	Implementation          *PredictiveUnitImplementation `json:"implementation,omitempty" protobuf:"int,4,opt,name=implementation"`
	Methods                 *[]PredictiveUnitMethod       `json:"methods,omitempty" protobuf:"int,5,opt,name=methods"`
	Endpoint                *Endpoint                     `json:"endpoint,omitempty" protobuf:"bytes,6,opt,name=endpoint"`
	Parameters              []Parameter                   `json:"parameters,omitempty" protobuf:"bytes,7,opt,name=parameters"`
	ModelURI                string                        `json:"modelUri,omitempty" protobuf:"bytes,8,opt,name=modelUri"`
	ServiceAccountName      string                        `json:"serviceAccountName,omitempty" protobuf:"bytes,9,opt,name=serviceAccountName"`
	EnvSecretRefName        string                        `json:"envSecretRefName,omitempty" protobuf:"bytes,10,opt,name=envSecretRefName"`
	StorageInitializerImage string                        `json:"storageInitializerImage,omitempty" protobuf:"bytes,11,opt,name=storageInitializerImage"`
	Logger                  *Logger                       `json:"logger,omitempty" protobuf:"bytes,12,opt,name=logger"`
}

func GetEnginePredictiveUnit 

func GetEnginePredictiveUnit(pu *PredictiveUnit) *PredictiveUnit

if engine is not separated then this tells us which pu it should go on, as the mutating webhook handler has set host as localhost on the pu

func GetPredictiveUnit 

func GetPredictiveUnit(pu *PredictiveUnit, name string) *PredictiveUnit

func GetPredictiveUnitList 

func GetPredictiveUnitList(p *PredictiveUnit) (list []*PredictiveUnit)

func (*PredictiveUnit) DeepCopy 

func (in *PredictiveUnit) DeepCopy() *PredictiveUnit

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

func (*PredictiveUnit) DeepCopyInto 

func (in *PredictiveUnit) DeepCopyInto(out *PredictiveUnit)

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

type PredictiveUnitImplementation 

type PredictiveUnitImplementation string
const (
	UNKNOWN_IMPLEMENTATION PredictiveUnitImplementation = "UNKNOWN_IMPLEMENTATION"
	SIMPLE_MODEL           PredictiveUnitImplementation = "SIMPLE_MODEL"
	SIMPLE_ROUTER          PredictiveUnitImplementation = "SIMPLE_ROUTER"
	RANDOM_ABTEST          PredictiveUnitImplementation = "RANDOM_ABTEST"
	AVERAGE_COMBINER       PredictiveUnitImplementation = "AVERAGE_COMBINER"
)

type PredictiveUnitMethod 

type PredictiveUnitMethod string
const (
	TRANSFORM_INPUT  PredictiveUnitMethod = "TRANSFORM_INPUT"
	TRANSFORM_OUTPUT PredictiveUnitMethod = "TRANSFORM_OUTPUT"
	ROUTE            PredictiveUnitMethod = "ROUTE"
	AGGREGATE        PredictiveUnitMethod = "AGGREGATE"
	SEND_FEEDBACK    PredictiveUnitMethod = "SEND_FEEDBACK"
)

type PredictiveUnitType 

type PredictiveUnitType string
const (
	UNKNOWN_TYPE       PredictiveUnitType = "UNKNOWN_TYPE"
	ROUTER             PredictiveUnitType = "ROUTER"
	COMBINER           PredictiveUnitType = "COMBINER"
	MODEL              PredictiveUnitType = "MODEL"
	TRANSFORMER        PredictiveUnitType = "TRANSFORMER"
	OUTPUT_TRANSFORMER PredictiveUnitType = "OUTPUT_TRANSFORMER"
)

type PredictorImageConfig 

type PredictorImageConfig struct {
	ContainerImage      string `json:"image"`
	DefaultImageVersion string `json:"defaultImageVersion"`
}

func (*PredictorImageConfig) DeepCopy 

func (in *PredictorImageConfig) DeepCopy() *PredictorImageConfig

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

func (*PredictorImageConfig) DeepCopyInto 

func (in *PredictorImageConfig) DeepCopyInto(out *PredictorImageConfig)

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

type PredictorProtocolsConfig 

type PredictorProtocolsConfig struct {
	Seldon     *PredictorImageConfig `json:"seldon,omitempty"`
	KFServing  *PredictorImageConfig `json:"kfserving,omitempty"`
	Tensorflow *PredictorImageConfig `json:"tensorflow,omitempty"`
}

func (*PredictorProtocolsConfig) DeepCopy 

func (in *PredictorProtocolsConfig) DeepCopy() *PredictorProtocolsConfig

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

func (*PredictorProtocolsConfig) DeepCopyInto 

func (in *PredictorProtocolsConfig) DeepCopyInto(out *PredictorProtocolsConfig)

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

type PredictorServerConfig 

type PredictorServerConfig struct {
	Protocols map[Protocol]PredictorImageConfig `json:"protocols"`
}

func GetPrepackServerConfig 

func GetPrepackServerConfig(serverName string) *PredictorServerConfig

func (*PredictorServerConfig) DeepCopy 

func (in *PredictorServerConfig) DeepCopy() *PredictorServerConfig

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

func (*PredictorServerConfig) DeepCopyInto 

func (in *PredictorServerConfig) DeepCopyInto(out *PredictorServerConfig)

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

func (*PredictorServerConfig) PrepackImageConfig 

func (p *PredictorServerConfig) PrepackImageConfig(protocol Protocol) *PredictorImageConfig

func (*PredictorServerConfig) PrepackImageName 

func (p *PredictorServerConfig) PrepackImageName(protocol Protocol, pu *PredictiveUnit) string

type PredictorSpec 

type PredictorSpec struct {
	Name            string                  `json:"name" protobuf:"string,1,opt,name=name"`
	Graph           PredictiveUnit          `json:"graph" protobuf:"bytes,2,opt,name=predictiveUnit"`
	ComponentSpecs  []*SeldonPodSpec        `json:"componentSpecs,omitempty" protobuf:"bytes,3,opt,name=componentSpecs"`
	Replicas        *int32                  `json:"replicas,omitempty" protobuf:"string,4,opt,name=replicas"`
	Annotations     map[string]string       `json:"annotations,omitempty" protobuf:"bytes,5,opt,name=annotations"`
	EngineResources v1.ResourceRequirements `json:"engineResources,omitempty" protobuf:"bytes,6,opt,name=engineResources"`
	Labels          map[string]string       `json:"labels,omitempty" protobuf:"bytes,7,opt,name=labels"`
	SvcOrchSpec     SvcOrchSpec             `json:"svcOrchSpec,omitempty" protobuf:"bytes,8,opt,name=svcOrchSpec"`
	Traffic         int32                   `json:"traffic,omitempty" protobuf:"bytes,9,opt,name=traffic"`
	Explainer       *Explainer              `json:"explainer,omitempty" protobuf:"bytes,10,opt,name=explainer"`
	Shadow          bool                    `json:"shadow,omitempty" protobuf:"bytes,11,opt,name=shadow"`
	SSL             *SSL                    `json:"ssl,omitempty" protobuf:"bytes,12,opt,name=ssl"`
}

func (*PredictorSpec) DeepCopy 

func (in *PredictorSpec) DeepCopy() *PredictorSpec

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

func (*PredictorSpec) DeepCopyInto 

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

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

type Protocol 

type Protocol string
const (
	ProtocolSeldon     Protocol = "seldon"
	ProtocolTensorflow Protocol = "tensorflow"
	ProtocolKfserving  Protocol = "kfserving"
	ProtocolV2         Protocol = "v2"
)

type SSL 

type SSL struct {
	CertSecretName string `json:"certSecretName,omitempty" protobuf:"string,2,opt,name=certSecretName"`
}

func (*SSL) DeepCopy 

func (in *SSL) DeepCopy() *SSL

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

func (*SSL) DeepCopyInto 

func (in *SSL) DeepCopyInto(out *SSL)

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

type SeldonAddressable 

type SeldonAddressable struct {
	URL string `json:"url,omitempty"`
}

Addressable placeholder until duckv1 issue is fixed: 

https://github.com/kubernetes-sigs/controller-tools/issues/391

func (*SeldonAddressable) DeepCopy 

func (in *SeldonAddressable) DeepCopy() *SeldonAddressable

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

func (*SeldonAddressable) DeepCopyInto 

func (in *SeldonAddressable) DeepCopyInto(out *SeldonAddressable)

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

type SeldonDeployment 

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

	Spec   SeldonDeploymentSpec   `json:"spec,omitempty"`
	Status SeldonDeploymentStatus `json:"status,omitempty"`
}

+genclient +genclient:noStatus +kubebuilder:object:root=true +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object +kubebuilder:storageversion SeldonDeployment is the Schema for the seldondeployments API +k8s:openapi-gen=true +kubebuilder:resource:shortName=sdep +kubebuilder:subresource:status +kubebuilder:subresource:scale:specpath=.spec.replicas,statuspath=.status.replicas

func (*SeldonDeployment) DeepCopy 

func (in *SeldonDeployment) DeepCopy() *SeldonDeployment

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

func (*SeldonDeployment) DeepCopyInto 

func (in *SeldonDeployment) DeepCopyInto(out *SeldonDeployment)

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

func (*SeldonDeployment) DeepCopyObject 

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

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

func (*SeldonDeployment) Default 

func (r *SeldonDeployment) Default()

func (*SeldonDeployment) SetupWebhookWithManager 

func (r *SeldonDeployment) SetupWebhookWithManager(mgr ctrl.Manager) error

func (*SeldonDeployment) ValidateCreate 

func (r *SeldonDeployment) ValidateCreate() error

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

func (*SeldonDeployment) ValidateDelete 

func (r *SeldonDeployment) ValidateDelete() error

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

func (*SeldonDeployment) ValidateUpdate 

func (r *SeldonDeployment) ValidateUpdate(old runtime.Object) error

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

type SeldonDeploymentList 

type SeldonDeploymentList struct {
	metav1.TypeMeta `json:",inline"`
	metav1.ListMeta `json:"metadata,omitempty"`
	Items           []SeldonDeployment `json:"items"`
}

SeldonDeploymentList contains a list of SeldonDeployment

func (*SeldonDeploymentList) DeepCopy 

func (in *SeldonDeploymentList) DeepCopy() *SeldonDeploymentList

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

func (*SeldonDeploymentList) DeepCopyInto 

func (in *SeldonDeploymentList) DeepCopyInto(out *SeldonDeploymentList)

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

func (*SeldonDeploymentList) DeepCopyObject 

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

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

type SeldonDeploymentSpec 

type SeldonDeploymentSpec struct {
	//Name is Deprecated will be removed in future
	Name        string            `json:"name,omitempty" protobuf:"string,1,opt,name=name"`
	Predictors  []PredictorSpec   `json:"predictors" protobuf:"bytes,2,opt,name=name"`
	OauthKey    string            `json:"oauth_key,omitempty" protobuf:"string,3,opt,name=oauth_key"`
	OauthSecret string            `json:"oauth_secret,omitempty" protobuf:"string,4,opt,name=oauth_secret"`
	Annotations map[string]string `json:"annotations,omitempty" protobuf:"bytes,5,opt,name=annotations"`
	Protocol    Protocol          `json:"protocol,omitempty" protobuf:"bytes,6,opt,name=protocol"`
	Transport   Transport         `json:"transport,omitempty" protobuf:"bytes,7,opt,name=transport"`
	Replicas    *int32            `json:"replicas,omitempty" protobuf:"bytes,8,opt,name=replicas"`
	ServerType  ServerType        `json:"serverType,omitempty" protobuf:"bytes,9,opt,name=serverType"`
}

SeldonDeploymentSpec defines the desired state of SeldonDeployment

func (*SeldonDeploymentSpec) DeepCopy 

func (in *SeldonDeploymentSpec) DeepCopy() *SeldonDeploymentSpec

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

func (*SeldonDeploymentSpec) DeepCopyInto 

func (in *SeldonDeploymentSpec) DeepCopyInto(out *SeldonDeploymentSpec)

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

func (*SeldonDeploymentSpec) DefaultSeldonDeployment 

func (r *SeldonDeploymentSpec) DefaultSeldonDeployment(mldepName string, namespace string)

func (*SeldonDeploymentSpec) ValidateSeldonDeployment 

func (r *SeldonDeploymentSpec) ValidateSeldonDeployment() error

type SeldonDeploymentStatus 

type SeldonDeploymentStatus struct {
	State            StatusState                 `json:"state,omitempty" protobuf:"string,1,opt,name=state"`
	Description      string                      `json:"description,omitempty" protobuf:"string,2,opt,name=description"`
	DeploymentStatus map[string]DeploymentStatus `json:"deploymentStatus,omitempty" protobuf:"bytes,3,opt,name=deploymentStatus"`
	ServiceStatus    map[string]ServiceStatus    `json:"serviceStatus,omitempty" protobuf:"bytes,4,opt,name=serviceStatus"`
	Replicas         int32                       `json:"replicas,omitempty" protobuf:"string,5,opt,name=replicas"`
	Address          *SeldonAddressable          `json:"address,omitempty"`
	duckv1.Status    `json:",inline"`
}

SeldonDeploymentStatus defines the observed state of SeldonDeployment

func (*SeldonDeploymentStatus) CreateCondition added in v1.11.1 

func (ss *SeldonDeploymentStatus) CreateCondition(conditionType apis.ConditionType, isTrue bool, reason string)

func (*SeldonDeploymentStatus) DeepCopy 

func (in *SeldonDeploymentStatus) DeepCopy() *SeldonDeploymentStatus

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

func (*SeldonDeploymentStatus) DeepCopyInto 

func (in *SeldonDeploymentStatus) DeepCopyInto(out *SeldonDeploymentStatus)

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

func (*SeldonDeploymentStatus) GetCondition added in v1.11.1 

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

GetCondition returns the condition by name.

func (*SeldonDeploymentStatus) InitializeConditions added in v1.11.1 

func (ss *SeldonDeploymentStatus) InitializeConditions()

func (*SeldonDeploymentStatus) IsConditionReady added in v1.11.1 

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

IsConditionReady returns the readiness for a given condition

func (*SeldonDeploymentStatus) IsReady added in v1.11.1 

func (ss *SeldonDeploymentStatus) IsReady() bool

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

func (*SeldonDeploymentStatus) SetCondition added in v1.11.1 

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

type SeldonHpaSpec 

type SeldonHpaSpec struct {
	MinReplicas *int32                          `json:"minReplicas,omitempty" protobuf:"int,1,opt,name=minReplicas"`
	MaxReplicas int32                           `json:"maxReplicas" protobuf:"int,2,opt,name=maxReplicas"`
	Metrics     []autoscalingv2beta2.MetricSpec `json:"metrics,omitempty" protobuf:"bytes,3,opt,name=metrics"`
}

func (*SeldonHpaSpec) DeepCopy 

func (in *SeldonHpaSpec) DeepCopy() *SeldonHpaSpec

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

func (*SeldonHpaSpec) DeepCopyInto 

func (in *SeldonHpaSpec) DeepCopyInto(out *SeldonHpaSpec)

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

type SeldonPdbSpec 

type SeldonPdbSpec struct {
	// An eviction is allowed if at least "minAvailable" pods in the deployment
	// corresponding to a componentSpec will still be available after the eviction, i.e. even in the
	// absence of the evicted pod.  So for example you can prevent all voluntary
	// evictions by specifying "100%".
	// +optional
	MinAvailable *intstr.IntOrString `json:"minAvailable,omitempty" protobuf:"bytes,1,opt,name=minAvailable"`

	// An eviction is allowed if at most "maxUnavailable" pods in the deployment
	// corresponding to a componentSpec are unavailable after the eviction, i.e. even in absence of
	// the evicted pod. For example, one can prevent all voluntary evictions
	// by specifying 0.
	// MaxUnavailable and MinAvailable are mutually exclusive.
	// +optional
	MaxUnavailable *intstr.IntOrString `json:"maxUnavailable,omitempty" protobuf:"bytes,2,opt,name=maxUnavailable"`
}

func (*SeldonPdbSpec) DeepCopy 

func (in *SeldonPdbSpec) DeepCopy() *SeldonPdbSpec

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

func (*SeldonPdbSpec) DeepCopyInto 

func (in *SeldonPdbSpec) DeepCopyInto(out *SeldonPdbSpec)

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

type SeldonPodSpec 

type SeldonPodSpec struct {
	Metadata ObjectMeta              `json:"metadata,omitempty" protobuf:"bytes,1,opt,name=metadata"`
	Spec     v1.PodSpec              `json:"spec,omitempty" protobuf:"bytes,2,opt,name=spec"`
	HpaSpec  *SeldonHpaSpec          `json:"hpaSpec,omitempty" protobuf:"bytes,3,opt,name=hpaSpec"`
	Replicas *int32                  `json:"replicas,omitempty" protobuf:"bytes,4,opt,name=replicas"`
	KedaSpec *SeldonScaledObjectSpec `json:"kedaSpec,omitempty" protobuf:"bytes,5,opt,name=kedaSpec"`
	PdbSpec  *SeldonPdbSpec          `json:"pdbSpec,omitempty" protobuf:"bytes,6,opt,name=pdbSpec"`
}

func (*SeldonPodSpec) DeepCopy 

func (in *SeldonPodSpec) DeepCopy() *SeldonPodSpec

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

func (*SeldonPodSpec) DeepCopyInto 

func (in *SeldonPodSpec) DeepCopyInto(out *SeldonPodSpec)

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

type SeldonScaledObjectSpec 

type SeldonScaledObjectSpec struct {
	// +optional
	PollingInterval *int32 `json:"pollingInterval,omitempty" protobuf:"int,1,opt,name=pollingInterval"`
	// +optional
	CooldownPeriod *int32 `json:"cooldownPeriod,omitempty" protobuf:"int,2,opt,name=cooldownPeriod"`
	// +optional
	MinReplicaCount *int32 `json:"minReplicaCount,omitempty" protobuf:"int,3,opt,name=minReplicaCount"`
	// +optional
	MaxReplicaCount *int32 `json:"maxReplicaCount,omitempty" protobuf:"int,4,opt,name=maxReplicaCount"`
	// +optional
	Advanced *kedav1alpha1.AdvancedConfig `json:"advanced,omitempty" protobuf:"bytes,5,opt,name=advanced"`
	Triggers []kedav1alpha1.ScaleTriggers `json:"triggers" protobuf:"bytes,6,opt,name=triggers"`
}

SeldonScaledObjectSpec is the spec for a KEDA ScaledObject resource

func (*SeldonScaledObjectSpec) DeepCopy 

func (in *SeldonScaledObjectSpec) DeepCopy() *SeldonScaledObjectSpec

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

func (*SeldonScaledObjectSpec) DeepCopyInto 

func (in *SeldonScaledObjectSpec) DeepCopyInto(out *SeldonScaledObjectSpec)

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

type ServerType 

type ServerType string
const (
	ServerRPC   ServerType = "rpc"
	ServerKafka ServerType = "kafka"
)

type ServiceStatus 

type ServiceStatus struct {
	SvcName      string `json:"svcName,omitempty" protobuf:"string,1,opt,name=svcName"`
	HttpEndpoint string `json:"httpEndpoint,omitempty" protobuf:"string,2,opt,name=httpEndpoint"`
	GrpcEndpoint string `json:"grpcEndpoint,omitempty" protobuf:"string,3,opt,name=grpcEndpoint"`
	ExplainerFor string `json:"explainerFor,omitempty" protobuf:"string,4,opt,name=explainerFor"`
}

func (*ServiceStatus) DeepCopy 

func (in *ServiceStatus) DeepCopy() *ServiceStatus

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

func (*ServiceStatus) DeepCopyInto 

func (in *ServiceStatus) DeepCopyInto(out *ServiceStatus)

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

type StatusState 

type StatusState string
const (
	StatusStateAvailable StatusState = "Available"
	StatusStateCreating  StatusState = "Creating"
	StatusStateFailed    StatusState = "Failed"
)

CRD Status values

type SvcOrchSpec 

type SvcOrchSpec struct {
	Resources *v1.ResourceRequirements `json:"resources,omitempty" protobuf:"bytes,1,opt,name=resources"`
	Env       []*v1.EnvVar             `json:"env,omitempty" protobuf:"bytes,2,opt,name=env"`
	Replicas  *int32                   `json:"replicas,omitempty" protobuf:"bytes,3,opt,name=replicas"`
}

func (*SvcOrchSpec) DeepCopy 

func (in *SvcOrchSpec) DeepCopy() *SvcOrchSpec

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

func (*SvcOrchSpec) DeepCopyInto 

func (in *SvcOrchSpec) DeepCopyInto(out *SvcOrchSpec)

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

type Transport 

type Transport string
const (
	TransportRest Transport = "rest"
	TransportGrpc Transport = "grpc"
)

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