Documentation ¶
Overview ¶
Package v1alpha1 is the v1alpha1 version of the crane API. +k8s:deepcopy-gen=package,register +groupName=prediction.crane.io
Index ¶
- Constants
- Variables
- func Resource(resource string) schema.GroupResource
- type Algorithm
- type AlgorithmType
- type ClusterNodePrediction
- type ClusterNodePredictionList
- type ClusterNodePredictionSpec
- type ClusterNodePredictionStatus
- type DSP
- type Estimators
- type ExpressionQuery
- type FFTEstimator
- type HistogramConfig
- type Label
- type MaxValueEstimator
- type MetricQuery
- type MetricTimeSeries
- type MetricTimeSeriesList
- type MetricType
- type Operator
- type Percentile
- type PredictionConditionType
- type PredictionMetric
- type PredictionMetricStatus
- type PredictionMode
- type PredictionTemplate
- type QueryCondition
- type Sample
- type TimeSeriesPrediction
- type TimeSeriesPredictionList
- type TimeSeriesPredictionSpec
- type TimeSeriesPredictionStatus
Constants ¶
const ( // PredictionModeInstant means predicting a single point in the future, for example the maximum value for the next hour PredictionModeInstant = "instant" // PredictionModeRange means predicting a time series during a range of time in the future. PredictionModeRange = "range" )
const GroupName = "prediction.crane.io"
GroupName specifies the group name used to register the objects.
Variables ¶
var ( // localSchemeBuilder and AddToScheme will stay in k8s.io/kubernetes. SchemeBuilder runtime.SchemeBuilder // Depreciated: use Install instead AddToScheme = localSchemeBuilder.AddToScheme Install = localSchemeBuilder.AddToScheme )
var GroupVersion = v1.GroupVersion{Group: GroupName, Version: "v1alpha1"}
GroupVersion specifies the group and the version used to register the objects.
var SchemeGroupVersion = schema.GroupVersion{Group: GroupName, Version: "v1alpha1"}
SchemeGroupVersion is group version used to register these objects Deprecated: use GroupVersion instead.
Functions ¶
func Resource ¶
func Resource(resource string) schema.GroupResource
Resource takes an unqualified resource and returns a Group qualified GroupResource
Types ¶
type Algorithm ¶
type Algorithm struct { // AlgorithmType is the algorithm type, currently supports dsp and percentile. AlgorithmType AlgorithmType `json:"algorithmType,omitempty"` // +optional // DSP is an algorithm which use FFT to deal with time series, typically it is used to predict some periodic time series DSP *DSP `json:"dsp,omitempty"` // +optional // Percentile is an algorithm which use exponential time decay histogram, it can predict a reasonable value according your history time series Percentile *Percentile `json:"percentile,omitempty"` }
Algorithm describe the algorithm params
func (*Algorithm) DeepCopy ¶
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Algorithm.
func (*Algorithm) DeepCopyInto ¶
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type AlgorithmType ¶
type AlgorithmType string
const ( AlgorithmTypePercentile AlgorithmType = "percentile" AlgorithmTypeDSP AlgorithmType = "dsp" )
type ClusterNodePrediction ¶
type ClusterNodePrediction struct { metav1.TypeMeta `json:",inline"` metav1.ObjectMeta `json:"metadata,omitempty"` Spec ClusterNodePredictionSpec `json:"spec,omitempty"` Status ClusterNodePredictionStatus `json:"status,omitempty"` }
ClusterNodePrediction must be created in crane root namespace as TimeSeriesPrediction is a namespaced object now
func (*ClusterNodePrediction) DeepCopy ¶
func (in *ClusterNodePrediction) DeepCopy() *ClusterNodePrediction
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterNodePrediction.
func (*ClusterNodePrediction) DeepCopyInto ¶
func (in *ClusterNodePrediction) DeepCopyInto(out *ClusterNodePrediction)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*ClusterNodePrediction) DeepCopyObject ¶
func (in *ClusterNodePrediction) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type ClusterNodePredictionList ¶
type ClusterNodePredictionList struct { metav1.TypeMeta `json:",inline"` metav1.ListMeta `json:"metadata"` Items []ClusterNodePrediction `json:"items"` }
ClusterNodePredictionList is a list of TimeSeriesPrediction resources
func (*ClusterNodePredictionList) DeepCopy ¶
func (in *ClusterNodePredictionList) DeepCopy() *ClusterNodePredictionList
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterNodePredictionList.
func (*ClusterNodePredictionList) DeepCopyInto ¶
func (in *ClusterNodePredictionList) DeepCopyInto(out *ClusterNodePredictionList)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*ClusterNodePredictionList) DeepCopyObject ¶
func (in *ClusterNodePredictionList) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type ClusterNodePredictionSpec ¶
type ClusterNodePredictionSpec struct { NodeSelector map[string]string `json:"nodeSelector,omitempty"` PredictionTemplate *PredictionTemplate `json:"template,omitempty"` }
func (*ClusterNodePredictionSpec) DeepCopy ¶
func (in *ClusterNodePredictionSpec) DeepCopy() *ClusterNodePredictionSpec
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterNodePredictionSpec.
func (*ClusterNodePredictionSpec) DeepCopyInto ¶
func (in *ClusterNodePredictionSpec) DeepCopyInto(out *ClusterNodePredictionSpec)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type ClusterNodePredictionStatus ¶
type ClusterNodePredictionStatus struct { DesiredNumberCreated int `json:"desiredNumberCreated,omitempty"` CurrentNumberCreated int `json:"currentNumberCreated,omitempty"` Conditions []metav1.Condition `json:"conditions,omitempty"` }
func (*ClusterNodePredictionStatus) DeepCopy ¶
func (in *ClusterNodePredictionStatus) DeepCopy() *ClusterNodePredictionStatus
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ClusterNodePredictionStatus.
func (*ClusterNodePredictionStatus) DeepCopyInto ¶
func (in *ClusterNodePredictionStatus) DeepCopyInto(out *ClusterNodePredictionStatus)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type DSP ¶
type DSP struct { // SampleInterval is the sampling interval of metrics. SampleInterval string `json:"sampleInterval,omitempty"` // HistoryLength describes how long back should be queried against provider to get historical metrics for prediction. HistoryLength string `json:"historyLength,omitempty"` // Estimator Estimators Estimators `json:"estimators,omitempty"` }
func (*DSP) DeepCopy ¶
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new DSP.
func (*DSP) DeepCopyInto ¶
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type Estimators ¶
type Estimators struct { // +optional MaxValueEstimators []*MaxValueEstimator `json:"maxValue,omitempty"` // +optional FFTEstimators []*FFTEstimator `json:"fft,omitempty"` }
func (*Estimators) DeepCopy ¶
func (in *Estimators) DeepCopy() *Estimators
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Estimators.
func (*Estimators) DeepCopyInto ¶
func (in *Estimators) DeepCopyInto(out *Estimators)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type ExpressionQuery ¶
type ExpressionQuery struct { // Expression is the query expression. For prometheus, it is promQL. Expression string `json:"expression,omitempty"` }
ExpressionQuery
func (*ExpressionQuery) DeepCopy ¶
func (in *ExpressionQuery) DeepCopy() *ExpressionQuery
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new ExpressionQuery.
func (*ExpressionQuery) DeepCopyInto ¶
func (in *ExpressionQuery) DeepCopyInto(out *ExpressionQuery)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type FFTEstimator ¶
type FFTEstimator struct { MarginFraction string `json:"marginFraction,omitempty"` LowAmplitudeThreshold string `json:"lowAmplitudeThreshold,omitempty"` HighFrequencyThreshold string `json:"highFrequencyThreshold,omitempty"` MinNumOfSpectrumItems *int32 `json:"minNumOfSpectrumItems,omitempty"` MaxNumOfSpectrumItems *int32 `json:"maxNumOfSpectrumItems,omitempty"` }
func (*FFTEstimator) DeepCopy ¶
func (in *FFTEstimator) DeepCopy() *FFTEstimator
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new FFTEstimator.
func (*FFTEstimator) DeepCopyInto ¶
func (in *FFTEstimator) DeepCopyInto(out *FFTEstimator)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type HistogramConfig ¶
type HistogramConfig struct { MaxValue string `json:"maxValue,omitempty"` Epsilon string `json:"epsilon,omitempty"` HalfLife string `json:"halfLife,omitempty"` BucketSize string `json:"bucketSize,omitempty"` FirstBucketSize string `json:"firstBucketSize,omitempty"` BucketSizeGrowthRatio string `json:"bucketSizeGrowthRatio,omitempty"` }
func (*HistogramConfig) DeepCopy ¶
func (in *HistogramConfig) DeepCopy() *HistogramConfig
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HistogramConfig.
func (*HistogramConfig) DeepCopyInto ¶
func (in *HistogramConfig) DeepCopyInto(out *HistogramConfig)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type Label ¶
A Label is a Name and Value pair that provides additional information about the metric. It is metadata for the metric. For example, Kubernetes pod metrics always have 'namespace' label that represents which namespace it belongs to.
func (*Label) DeepCopy ¶
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Label.
func (*Label) DeepCopyInto ¶
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type MaxValueEstimator ¶
type MaxValueEstimator struct {
MarginFraction string `json:"marginFraction,omitempty"`
}
func (*MaxValueEstimator) DeepCopy ¶
func (in *MaxValueEstimator) DeepCopy() *MaxValueEstimator
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MaxValueEstimator.
func (*MaxValueEstimator) DeepCopyInto ¶
func (in *MaxValueEstimator) DeepCopyInto(out *MaxValueEstimator)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type MetricQuery ¶
type MetricQuery struct { // MetricName is the name of the metric. // +required // +kubebuilder:validation:Required MetricName string `json:"metricName,omitempty"` // QueryConditions is a query condition list. // + optional QueryConditions []QueryCondition `json:"labels,omitempty"` }
MetricQuery
func (*MetricQuery) DeepCopy ¶
func (in *MetricQuery) DeepCopy() *MetricQuery
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricQuery.
func (*MetricQuery) DeepCopyInto ¶
func (in *MetricQuery) DeepCopyInto(out *MetricQuery)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type MetricTimeSeries ¶
type MetricTimeSeries struct { // A collection of Labels that are attached by monitoring system as metadata // for the metrics, which are known as dimensions. Labels []Label `json:"labels,omitempty"` // A collection of Samples in chronological order. Samples []Sample `json:"samples,omitempty"` }
MetricTimeSeries is a stream of samples that belong to a metric with a set of labels
func (*MetricTimeSeries) DeepCopy ¶
func (in *MetricTimeSeries) DeepCopy() *MetricTimeSeries
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricTimeSeries.
func (*MetricTimeSeries) DeepCopyInto ¶
func (in *MetricTimeSeries) DeepCopyInto(out *MetricTimeSeries)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type MetricTimeSeriesList ¶
type MetricTimeSeriesList []*MetricTimeSeries
func (MetricTimeSeriesList) DeepCopy ¶
func (in MetricTimeSeriesList) DeepCopy() MetricTimeSeriesList
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new MetricTimeSeriesList.
func (MetricTimeSeriesList) DeepCopyInto ¶
func (in MetricTimeSeriesList) DeepCopyInto(out *MetricTimeSeriesList)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type MetricType ¶
type MetricType string
MetricType is the type of metric
const ( // ResourceQueryMetricType is kubernetes built in metric, only support cpu and memory now. ResourceQueryMetricType MetricType = "ResourceQuery" // MetricQueryMetricType is an selector style metric, it queried from a system which supports it. MetricQueryMetricType MetricType = "MetricQuery" // ExpressionQueryMetricType is an raw query style metric, it is queried from a system which supports it, such as prometheus ExpressionQueryMetricType MetricType = "ExpressionQuery" )
type Percentile ¶
type Percentile struct { Aggregated bool `json:"aggregated,omitempty"` HistoryLength string `json:"historyLength,omitempty"` SampleInterval string `json:"sampleInterval,omitempty"` Histogram HistogramConfig `json:"histogram,omitempty"` MinSampleWeight string `json:"minSampleWeight,omitempty"` MarginFraction string `json:"marginFraction,omitempty"` Percentile string `json:"percentile,omitempty"` TargetUtilization string `json:"targetUtilization,omitempty"` }
func (*Percentile) DeepCopy ¶
func (in *Percentile) DeepCopy() *Percentile
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Percentile.
func (*Percentile) DeepCopyInto ¶
func (in *Percentile) DeepCopyInto(out *Percentile)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type PredictionConditionType ¶
type PredictionConditionType string
PredictionConditionType is a valid value for TimeSeriesPredictionCondition.Type
const ( // TimeSeriesPredictionConditionReady means the prediction data is available to consume TimeSeriesPredictionConditionReady PredictionConditionType = "Ready" )
These are valid conditions of TimeSeriesPrediction.
type PredictionMetric ¶
type PredictionMetric struct { // ResourceIdentifier is a resource to identify the metric, but now it is just an identifier now. reference otlp https://github.com/open-telemetry/opentelemetry-specification/blob/main/specification/resource/sdk.md ResourceIdentifier string `json:"resourceIdentifier,omitempty"` // Type is the type of metric, now support ResourceQuery、MetricQuery、ExpressionQuery Type MetricType `json:"type,omitempty"` // +optional // ResourceQuery is a kubernetes built in metric, only support cpu, memory ResourceQuery *v1.ResourceName `json:"resourceQuery,omitempty"` // following QueryExpressions depend on your crane system data source configured when the system start. // if you use different sources with your system start params, it is not valid. // +optional // MetricQuery is a query against a metric with a set of conditions MetricQuery *MetricQuery `json:"metricQuery,omitempty"` // +optional // ExpressionQuery is a query with a DSL-style expression, such as prometheus promQL ExpressionQuery *ExpressionQuery `json:"expressionQuery,omitempty"` // Algorithm is the algorithm used by this prediction metric. Algorithm Algorithm `json:"algorithm,omitempty"` }
PredictionMetric describe what metric of your time series prediction, how to query, use which algorithm to predict.
func (*PredictionMetric) DeepCopy ¶
func (in *PredictionMetric) DeepCopy() *PredictionMetric
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictionMetric.
func (*PredictionMetric) DeepCopyInto ¶
func (in *PredictionMetric) DeepCopyInto(out *PredictionMetric)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type PredictionMetricStatus ¶
type PredictionMetricStatus struct { // ResourceIdentifier is a resource to identify the metric, but now it is just an identifier now. // such as cpu, memory ResourceIdentifier string `json:"resourceIdentifier,omitempty"` // Prediction is the predicted time series data of the metric Prediction []*MetricTimeSeries `json:"prediction,omitempty"` // Specifies whether the prediction is Ready. Ready bool `json:"ready"` }
MetricPredictedData is predicted data of an metric, which denote a metric by ResourceIdentifier in the PredictionMetric
func (*PredictionMetricStatus) DeepCopy ¶
func (in *PredictionMetricStatus) DeepCopy() *PredictionMetricStatus
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictionMetricStatus.
func (*PredictionMetricStatus) DeepCopyInto ¶
func (in *PredictionMetricStatus) DeepCopyInto(out *PredictionMetricStatus)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type PredictionMode ¶
type PredictionMode string
PredictionMode represents the prediction time series mode.
type PredictionTemplate ¶
type PredictionTemplate struct { metav1.ObjectMeta `json:"metadata,omitempty"` Spec TimeSeriesPredictionSpec `json:"spec,omitempty"` }
func (*PredictionTemplate) DeepCopy ¶
func (in *PredictionTemplate) DeepCopy() *PredictionTemplate
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new PredictionTemplate.
func (*PredictionTemplate) DeepCopyInto ¶
func (in *PredictionTemplate) DeepCopyInto(out *PredictionTemplate)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type QueryCondition ¶
type QueryCondition struct { // Key is the key of the query condition Key string `json:"key,omitempty"` // Operator Operator Operator `json:"operator,omitempty"` // Value is the query value list. Value []string `json:"value,omitempty"` }
QueryCondition is a key, operator, value triple. E.g. 'namespace = default', 'role in [Admin, Developer]'
func (*QueryCondition) DeepCopy ¶
func (in *QueryCondition) DeepCopy() *QueryCondition
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new QueryCondition.
func (*QueryCondition) DeepCopyInto ¶
func (in *QueryCondition) DeepCopyInto(out *QueryCondition)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type Sample ¶
type Sample struct { Value string `json:"value,omitempty"` Timestamp int64 `json:"timestamp,omitempty"` }
Sample pairs a Value with a Timestamp.
func (*Sample) DeepCopy ¶
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new Sample.
func (*Sample) DeepCopyInto ¶
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type TimeSeriesPrediction ¶
type TimeSeriesPrediction struct { metav1.TypeMeta `json:",inline"` metav1.ObjectMeta `json:"metadata,omitempty"` Spec TimeSeriesPredictionSpec `json:"spec,omitempty"` // +optional Status TimeSeriesPredictionStatus `json:"status,omitempty"` }
TimeSeriesPrediction is a prediction for a time series.
func (*TimeSeriesPrediction) DeepCopy ¶
func (in *TimeSeriesPrediction) DeepCopy() *TimeSeriesPrediction
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TimeSeriesPrediction.
func (*TimeSeriesPrediction) DeepCopyInto ¶
func (in *TimeSeriesPrediction) DeepCopyInto(out *TimeSeriesPrediction)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*TimeSeriesPrediction) DeepCopyObject ¶
func (in *TimeSeriesPrediction) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type TimeSeriesPredictionList ¶
type TimeSeriesPredictionList struct { metav1.TypeMeta `json:",inline"` metav1.ListMeta `json:"metadata"` Items []TimeSeriesPrediction `json:"items"` }
TimeSeriesPredictionList is a list of NodePrediction resources
func (*TimeSeriesPredictionList) DeepCopy ¶
func (in *TimeSeriesPredictionList) DeepCopy() *TimeSeriesPredictionList
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TimeSeriesPredictionList.
func (*TimeSeriesPredictionList) DeepCopyInto ¶
func (in *TimeSeriesPredictionList) DeepCopyInto(out *TimeSeriesPredictionList)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
func (*TimeSeriesPredictionList) DeepCopyObject ¶
func (in *TimeSeriesPredictionList) DeepCopyObject() runtime.Object
DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
type TimeSeriesPredictionSpec ¶
type TimeSeriesPredictionSpec struct { // PredictionMetrics is an array of PredictionMetric PredictionMetrics []PredictionMetric `json:"predictionMetrics,omitempty"` // Target is the target referent of time series prediction. each TimeSeriesPrediction associate with just only one target ref. // all metrics in PredictionMetricConfigurations is about the TargetRef TargetRef v1.ObjectReference `json:"targetRef,omitempty"` // PredictionWindowSeconds is a time window in seconds, indicating how long to predict in the future. PredictionWindowSeconds int32 `json:"predictionWindowSeconds,omitempty"` }
TimeSeriesPredictionSpec is a description of a TimeSeriesPrediction.
func (*TimeSeriesPredictionSpec) DeepCopy ¶
func (in *TimeSeriesPredictionSpec) DeepCopy() *TimeSeriesPredictionSpec
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TimeSeriesPredictionSpec.
func (*TimeSeriesPredictionSpec) DeepCopyInto ¶
func (in *TimeSeriesPredictionSpec) DeepCopyInto(out *TimeSeriesPredictionSpec)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
type TimeSeriesPredictionStatus ¶
type TimeSeriesPredictionStatus struct { // PredictionMetrics is an array of PredictionMetricStatus of all PredictionMetrics, PredictionMetricStatus include predicted time series data PredictionMetrics []PredictionMetricStatus `json:"predictionMetrics,omitempty"` // Conditions is the condition of TimeSeriesPrediction Conditions []metav1.Condition `json:"conditions,omitempty"` }
TimeSeriesPredictionStatus is the status of a TimeSeriesPrediction.
func (*TimeSeriesPredictionStatus) DeepCopy ¶
func (in *TimeSeriesPredictionStatus) DeepCopy() *TimeSeriesPredictionStatus
DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new TimeSeriesPredictionStatus.
func (*TimeSeriesPredictionStatus) DeepCopyInto ¶
func (in *TimeSeriesPredictionStatus) DeepCopyInto(out *TimeSeriesPredictionStatus)
DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.