v1alpha3

package
v0.10.0 Latest Latest
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 Go to latest Published: Nov 7, 2020 License: Apache-2.0 Imports: 3 Imported by: 0

Documentation

Overview

Package v1alpha3 contains API Schema definitions for the common v1alpha3 API group +k8s:openapi-gen=true +k8s:deepcopy-gen=package,register +k8s:conversion-gen=github.com/kubeflow/katib/pkg/apis/controller/common/v1alpha3 +k8s:defaulter-gen=TypeMeta +kubebuilder:subresource:status +groupName=common.kubeflow.org

Package v1alpha3 contains API Schema definitions for the common v1alpha3 API group +k8s:openapi-gen=true +k8s:deepcopy-gen=package,register +k8s:conversion-gen=github.com/kubeflow/katib/pkg/apis/controller/common/v1alpha3 +k8s:defaulter-gen=TypeMeta +kubebuilder:subresource:status +groupName=common.kubeflow.org

Index

Constants

View Source 
const (
	StdOutCollector CollectorKind = "StdOut"

	FileCollector   CollectorKind = "File"
	DefaultFilePath               = "/var/log/katib/metrics.log"

	TfEventCollector              CollectorKind = "TensorFlowEvent"
	DefaultTensorflowEventDirPath               = "/var/log/katib/tfevent/"

	PrometheusMetricCollector CollectorKind = "PrometheusMetric"
	DefaultPrometheusPath                   = "/metrics"
	DefaultPrometheusPort                   = 8080

	CustomCollector CollectorKind = "Custom"

	// When model training source code persists metrics into persistent layer
	// directly, metricsCollector isn't in need, and its kind is "noneCollector"
	NoneCollector CollectorKind = "None"

	MetricsVolume = "metrics-volume"
)
View Source 
const (
	Group   = "kubeflow.org"
	Version = "v1alpha3"
)

Variables

View Source 
var (
	// SchemeGroupVersion is group version used to register these objects
	SchemeGroupVersion = schema.GroupVersion{Group: Group, Version: Version}

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

Functions

func Resource 

func Resource(resource string) schema.GroupResource

Resource is required by pkg/client/listers/...

Types

type AlgorithmSetting 

type AlgorithmSetting struct {
	Name  string `json:"name,omitempty"`
	Value string `json:"value,omitempty"`
}

func (*AlgorithmSetting) DeepCopy 

func (in *AlgorithmSetting) DeepCopy() *AlgorithmSetting

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

func (*AlgorithmSetting) DeepCopyInto 

func (in *AlgorithmSetting) DeepCopyInto(out *AlgorithmSetting)

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

type AlgorithmSpec 

type AlgorithmSpec struct {
	AlgorithmName string `json:"algorithmName,omitempty"`
	// Key-value pairs representing settings for suggestion algorithms.
	AlgorithmSettings []AlgorithmSetting `json:"algorithmSettings,omitempty"`
	EarlyStopping     *EarlyStoppingSpec `json:"earlyStopping,omitempty"`
}

+k8s:deepcopy-gen=true

func (*AlgorithmSpec) DeepCopy 

func (in *AlgorithmSpec) DeepCopy() *AlgorithmSpec

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

func (*AlgorithmSpec) DeepCopyInto 

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

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

type CollectorKind 

type CollectorKind string

type CollectorSpec 

type CollectorSpec struct {
	Kind CollectorKind `json:"kind"`
	// When kind is "customCollector", this field will be used
	CustomCollector *v1.Container `json:"customCollector,omitempty"`
}

+k8s:deepcopy-gen=true

func (*CollectorSpec) DeepCopy 

func (in *CollectorSpec) DeepCopy() *CollectorSpec

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

func (*CollectorSpec) DeepCopyInto 

func (in *CollectorSpec) DeepCopyInto(out *CollectorSpec)

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

type EarlyStoppingSetting 

type EarlyStoppingSetting struct {
	Name  string `json:"name,omitempty"`
	Value string `json:"value,omitempty"`
}

func (*EarlyStoppingSetting) DeepCopy 

func (in *EarlyStoppingSetting) DeepCopy() *EarlyStoppingSetting

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

func (*EarlyStoppingSetting) DeepCopyInto 

func (in *EarlyStoppingSetting) DeepCopyInto(out *EarlyStoppingSetting)

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

type EarlyStoppingSpec 

type EarlyStoppingSpec struct {
	EarlyStoppingAlgorithmName string                 `json:"earlyStoppingAlgorithmName,omitempty"`
	EarlyStoppingSettings      []EarlyStoppingSetting `json:"earlyStoppingSettings"`
}

+k8s:deepcopy-gen=true

func (*EarlyStoppingSpec) DeepCopy 

func (in *EarlyStoppingSpec) DeepCopy() *EarlyStoppingSpec

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

func (*EarlyStoppingSpec) DeepCopyInto 

func (in *EarlyStoppingSpec) DeepCopyInto(out *EarlyStoppingSpec)

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

type FileSystemKind 

type FileSystemKind string
const (
	DirectoryKind FileSystemKind = "Directory"
	FileKind      FileSystemKind = "File"
	InvalidKind   FileSystemKind = "Invalid"
)

type FileSystemPath 

type FileSystemPath struct {
	Path string         `json:"path,omitempty"`
	Kind FileSystemKind `json:"kind,omitempty"`
}

+k8s:deepcopy-gen=true

func (*FileSystemPath) DeepCopy 

func (in *FileSystemPath) DeepCopy() *FileSystemPath

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

func (*FileSystemPath) DeepCopyInto 

func (in *FileSystemPath) DeepCopyInto(out *FileSystemPath)

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

type FilterSpec 

type FilterSpec struct {
	// When the metrics output follows format as this field specified, metricsCollector
	// collects it and reports to metrics server, it can be "<metric_name>: <float>" or else
	MetricsFormat []string `json:"metricsFormat,omitempty"`
}

+k8s:deepcopy-gen=true

func (*FilterSpec) DeepCopy 

func (in *FilterSpec) DeepCopy() *FilterSpec

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

func (*FilterSpec) DeepCopyInto 

func (in *FilterSpec) DeepCopyInto(out *FilterSpec)

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

type Metric 

type Metric struct {
	Name  string  `json:"name,omitempty"`
	Value float64 `json:"value,omitempty"`
}

func (*Metric) DeepCopy 

func (in *Metric) DeepCopy() *Metric

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

func (*Metric) DeepCopyInto 

func (in *Metric) DeepCopyInto(out *Metric)

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

type MetricsCollectorSpec 

type MetricsCollectorSpec struct {
	Source    *SourceSpec    `json:"source,omitempty"`
	Collector *CollectorSpec `json:"collector,omitempty"`
}

+k8s:deepcopy-gen=true

func (*MetricsCollectorSpec) DeepCopy 

func (in *MetricsCollectorSpec) DeepCopy() *MetricsCollectorSpec

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

func (*MetricsCollectorSpec) DeepCopyInto 

func (in *MetricsCollectorSpec) DeepCopyInto(out *MetricsCollectorSpec)

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

type ObjectiveSpec 

type ObjectiveSpec struct {
	Type                ObjectiveType `json:"type,omitempty"`
	Goal                *float64      `json:"goal,omitempty"`
	ObjectiveMetricName string        `json:"objectiveMetricName,omitempty"`
	// This can be empty if we only care about the objective metric.
	// Note: If we adopt a push instead of pull mechanism, this can be omitted completely.
	AdditionalMetricNames []string `json:"additionalMetricNames,omitempty"`
}

+k8s:deepcopy-gen=true

func (*ObjectiveSpec) DeepCopy 

func (in *ObjectiveSpec) DeepCopy() *ObjectiveSpec

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

func (*ObjectiveSpec) DeepCopyInto 

func (in *ObjectiveSpec) DeepCopyInto(out *ObjectiveSpec)

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

type ObjectiveType 

type ObjectiveType string
const (
	ObjectiveTypeUnknown  ObjectiveType = ""
	ObjectiveTypeMinimize ObjectiveType = "minimize"
	ObjectiveTypeMaximize ObjectiveType = "maximize"
)

type Observation 

type Observation struct {
	// Key-value pairs for metric names and values
	Metrics []Metric `json:"metrics"`
}

+k8s:deepcopy-gen=true

func (*Observation) DeepCopy 

func (in *Observation) DeepCopy() *Observation

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

func (*Observation) DeepCopyInto 

func (in *Observation) DeepCopyInto(out *Observation)

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

type ParameterAssignment 

type ParameterAssignment struct {
	Name  string `json:"name,omitempty"`
	Value string `json:"value,omitempty"`
}

func (*ParameterAssignment) DeepCopy 

func (in *ParameterAssignment) DeepCopy() *ParameterAssignment

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

func (*ParameterAssignment) DeepCopyInto 

func (in *ParameterAssignment) DeepCopyInto(out *ParameterAssignment)

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

type SourceSpec 

type SourceSpec struct {
	// Model-train source code can expose metrics by http, such as HTTP endpoint in
	// prometheus metric format
	HttpGet *v1.HTTPGetAction `json:"httpGet,omitempty"`
	// During training model, metrics may be persisted into local file in source
	// code, such as tfEvent use case
	FileSystemPath *FileSystemPath `json:"fileSystemPath,omitempty"`
	// Default metric output format is {"metric": "<metric_name>",
	// "value": <int_or_float>, "epoch": <int>, "step": <int>}, but if the output doesn't
	// follow default format, please extend it here
	Filter *FilterSpec `json:"filter,omitempty"`
}

+k8s:deepcopy-gen=true

func (*SourceSpec) DeepCopy 

func (in *SourceSpec) DeepCopy() *SourceSpec

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

func (*SourceSpec) DeepCopyInto 

func (in *SourceSpec) DeepCopyInto(out *SourceSpec)

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

Source Files

View all Source files

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