v1alpha1

Jan 18, 2024

Changes in this version

type ReportSpec

+ LabName *string

type StudyRun

+ func (studyrun *StudyRun) ReachedMaxSearchTime(study *Study) bool

type StudySpec

+ LabName *string

+ Run catalog.RunSpec

type StudyStatus

+ AvailableRuns catalog.RunReferenceList

type TrainingSpec

+ LabName *string

Sep 21, 2023

Changes in this version

type BaselineSpec

+ Algorithms []catalog.ClassicEstimatorName

type DataSplitSpec

+ TestSnapshot *catalog.SnapshotReference

+ TrainSnapshot *catalog.SnapshotReference

type EarlyStopSpec

+ ModelsWithNoProgress *int32

type FeatureEngineeringPipeline

+ Features []string

type GarbageCollectionSpec

+ Enabled *bool

+ KeepBestModelPerAlgorithm *bool

+ KeepPrunedModels *bool

+ type InitializerName string

type InterpretabilityStatus

+ ExplainerLocation catalog.FileLocation

+ TestShapValuesLocation catalog.FileLocation

+ TrainShapValuesLocation catalog.FileLocation

type Model

+ func (model *Model) CreateOrUpdateCondition(cond metav1.Condition)

+ func (model *Model) ExplainerURI() string

+ func (model *Model) GetCondition(conditionType ModelConditionType) metav1.Condition

+ func (model *Model) GetConditionIndex(t string) int

+ func (model *Model) GetObservedGeneration() int64

+ func (model *Model) GetStatus() proto.Message

+ func (model *Model) InitializeFromStudy(run *StudyRun, study *Study)

+ func (model *Model) MarkExplainFailed(reason string, err string)

+ func (model *Model) MarkOutlierDetectorTrained(location catalog.FileLocation)

+ func (model *Model) MarkPackageFailed(reason string, err string)

+ func (model *Model) MarkProfileFailed(reason string, err string)

+ func (model *Model) MarkReadyFailed(reason string, err string)

+ func (model *Model) MarkTrainFailed(reason string, err string)

+ func (model *Model) MarkTrainOutlierDetectorFailed(reason string, err string)

+ func (model *Model) MarkTrainingOutlierDetector()

+ func (model *Model) Ready() bool

+ func (model *Model) RefreshProgress()

+ func (model *Model) SetObservedGeneration(generation int64)

+ func (model *Model) SetStatus(status interface{})

+ func (model *Model) SetUpdatedAt(time *metav1.Time)

+ func (model *Model) TrainedOutlierDetector() bool

type ModelClass

+ func (modelclass *ModelClass) SetObservedGeneration(generation int64)

+ func (modelclass *ModelClass) SetStatus(status interface{})

+ func (modelclass *ModelClass) SetUpdatedAt(time *metav1.Time)

+ func (modelclass ModelClass) GetObservedGeneration() int64

+ func (modelclass ModelClass) GetStatus() proto.Message

type ModelClassRun

+ func (mclass *ModelClassRun) MarkCreatingTrainingDataset(dataset string)

type ModelClassSpec

+ ArtifactBucketName *string

type ModelConditionType

+ const ModelOutlierDetectorTrained

type ModelList

+ func (m *ModelList) ToPointerList() []*Model

type ModelPhase

+ const ModelPhaseTrainedOutlierDetector

+ const ModelPhaseTrainingOutlierDetector

type ModelResult

+ Algorithm string

type ModelSpec

+ Abort *bool

+ Approval *data.ApprovalSpec

+ ArtifactBucketName *string

+ Explain *bool

+ Forecast *bool

+ Notification *catalog.NotificationSpec

+ Package *bool

+ Pause *bool

+ Profile *bool

+ Report *bool

+ StudyRunName string

+ Test *bool

+ Timeout *int64

+ UnitTest *bool

type ModelStatus

+ Approval data.ApprovalStatus

+ DataSourceName string

+ DatasetName string

+ ForecastLocation catalog.FileLocation

+ FullWeightsLocation catalog.FileLocation

+ LabelEncoderLocation catalog.FileLocation

+ MisclassificationLocation catalog.FileLocation

+ ModelVersion catalog.Version

+ PackageLocation catalog.FileLocation

+ ProfileLocation catalog.FileLocation

+ ReportLocation catalog.FileLocation

+ StudyName string

+ TestWeightsLocation catalog.FileLocation

+ TrainWeightsLocation catalog.FileLocation

+ UnitTestResults catalog.TestSuiteResult

+ Validation []catalog.Measurement

+ ValidationDatasetLocation *catalog.FileLocation

+ ValidationScore float64

+ type OutlierDetectorStatus struct

+ OutlierModelLocation string

+ func (*OutlierDetectorStatus) Descriptor() ([]byte, []int)

+ func (*OutlierDetectorStatus) ProtoMessage()

+ func (in *OutlierDetectorStatus) DeepCopy() *OutlierDetectorStatus

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

+ func (m *OutlierDetectorStatus) Marshal() (dAtA []byte, err error)

+ func (m *OutlierDetectorStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *OutlierDetectorStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *OutlierDetectorStatus) Reset()

+ func (m *OutlierDetectorStatus) Size() (n int)

+ func (m *OutlierDetectorStatus) Unmarshal(dAtA []byte) error

+ func (m *OutlierDetectorStatus) XXX_DiscardUnknown()

+ func (m *OutlierDetectorStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *OutlierDetectorStatus) XXX_Merge(src proto.Message)

+ func (m *OutlierDetectorStatus) XXX_Size() int

+ func (m *OutlierDetectorStatus) XXX_Unmarshal(b []byte) error

+ func (this *OutlierDetectorStatus) String() string

+ type OutlierModelSpec struct

+ Enabled *bool

+ OutlierAlgorithm catalog.OutlierAlgorithmName

+ func (*OutlierModelSpec) Descriptor() ([]byte, []int)

+ func (*OutlierModelSpec) ProtoMessage()

+ func (in *OutlierModelSpec) DeepCopy() *OutlierModelSpec

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

+ func (m *OutlierModelSpec) Marshal() (dAtA []byte, err error)

+ func (m *OutlierModelSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *OutlierModelSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *OutlierModelSpec) Reset()

+ func (m *OutlierModelSpec) Size() (n int)

+ func (m *OutlierModelSpec) Unmarshal(dAtA []byte) error

+ func (m *OutlierModelSpec) XXX_DiscardUnknown()

+ func (m *OutlierModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *OutlierModelSpec) XXX_Merge(src proto.Message)

+ func (m *OutlierModelSpec) XXX_Size() int

+ func (m *OutlierModelSpec) XXX_Unmarshal(b []byte) error

+ func (this *OutlierModelSpec) String() string

type Report

+ func (report *Report) MarkPending()

+ func (report *Report) SetObservedGeneration(generation int64)

+ func (report *Report) SetStatus(status interface{})

+ func (report *Report) SetUpdatedAt(time *metav1.Time)

+ func (report Report) GetObservedGeneration() int64

+ func (report Report) GetStatus() proto.Message

type ReportSpec

+ ArtifactBucketName *string

+ Notification *catalog.NotificationSpec

type ReportStatus

+ Location catalog.FileLocation

type ReportType

+ const BinaryClassificationDatasetReport

+ const MultiClassificationDatasetReport

+ func ConvertTaskToDatasetReportType(name catalog.MLTask) ReportType

+ func ConvertTaskToModelReportType(name catalog.MLTask) ReportType

type SearchSpec

+ MaxScore *float64

+ SecondaryObjective *catalog.ObjectiveSpec

type ServingStatus

+ DashboardEndpoint *string

+ PredictorEndpoint *string

+ Role *catalog.ModelRole

type Study

+ func (study *Study) CreateOrUpdateCondition(cond metav1.Condition)

+ func (study *Study) GetCondition(condition StudyCondition) metav1.Condition

+ func (study *Study) GetConditionIndex(condition StudyCondition) int

+ func (study *Study) GetObservedGeneration() int64

+ func (study *Study) GetStatus() proto.Message

+ func (study *Study) IsFast() bool

+ func (study *Study) IsTestDataset() bool

+ func (study *Study) MarkNotSaved()

+ func (study *Study) SetObservedGeneration(generation int64)

+ func (study *Study) SetStatus(status interface{})

+ func (study *Study) SetUpdatedAt(time *metav1.Time)

+ type StudyRun struct

+ Spec StudyRunSpec

+ Status StudyRunStatus

+ func ParseStudyRunYaml(content []byte) (*StudyRun, error)

+ func (*StudyRun) Descriptor() ([]byte, []int)

+ func (*StudyRun) ProtoMessage()

+ func (in *StudyRun) DeepCopy() *StudyRun

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

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

+ func (m *StudyRun) Marshal() (dAtA []byte, err error)

+ func (m *StudyRun) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyRun) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyRun) Reset()

+ func (m *StudyRun) Size() (n int)

+ func (m *StudyRun) Unmarshal(dAtA []byte) error

+ func (m *StudyRun) XXX_DiscardUnknown()

+ func (m *StudyRun) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyRun) XXX_Merge(src proto.Message)

+ func (m *StudyRun) XXX_Size() int

+ func (m *StudyRun) XXX_Unmarshal(b []byte) error

+ func (studyrun *StudyRun) Aborted() bool

+ func (studyrun *StudyRun) AddFinalizer()

+ func (studyrun *StudyRun) Baselined() bool

+ func (studyrun *StudyRun) CompletionAlert(notification catalog.NotificationSpec) *infra.Alert

+ func (studyrun *StudyRun) CreateOrUpdateCondition(condition metav1.Condition)

+ func (studyrun *StudyRun) CreateReport(bucketName string) *Report

+ func (studyrun *StudyRun) Default()

+ func (studyrun *StudyRun) Deleted() bool

+ func (studyrun *StudyRun) Ensembled() bool

+ func (studyrun *StudyRun) ErrorAlert(notification catalog.NotificationSpec, err error) *infra.Alert

+ func (studyrun *StudyRun) ExternalStatusUpdated() bool

+ func (studyrun *StudyRun) Failed() bool

+ func (studyrun *StudyRun) GetCondition(condition StudyRunCondition) metav1.Condition

+ func (studyrun *StudyRun) GetConditionIndex(condition StudyRunCondition) int

+ func (studyrun *StudyRun) GetObservedGeneration() int64

+ func (studyrun *StudyRun) GetStatus() proto.Message

+ func (studyrun *StudyRun) HasFinalizer() bool

+ func (studyrun *StudyRun) HasScheduleTrigger() bool

+ func (studyrun *StudyRun) IsRunning() bool

+ func (studyrun *StudyRun) ManifestURI() string

+ func (studyrun *StudyRun) MarkAbortFailed(err string)

+ func (studyrun *StudyRun) MarkAborted()

+ func (studyrun *StudyRun) MarkBaselineFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkBaselined()

+ func (studyrun *StudyRun) MarkBaselining()

+ func (studyrun *StudyRun) MarkEnsembleFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkEnsembled()

+ func (studyrun *StudyRun) MarkEnsembling()

+ func (studyrun *StudyRun) MarkExternalStatusNotUpdated()

+ func (studyrun *StudyRun) MarkExternalStatusUpdated()

+ func (studyrun *StudyRun) MarkGCFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkPartitionFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkPauseFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkPaused()

+ func (studyrun *StudyRun) MarkPrepareFailed(reason string, msg string)

+ func (studyrun *StudyRun) MarkPrepareSuccess()

+ func (studyrun *StudyRun) MarkPreparing()

+ func (studyrun *StudyRun) MarkProfileFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkProfiled(location catalog.FileLocation)

+ func (studyrun *StudyRun) MarkProfiling()

+ func (studyrun *StudyRun) MarkPromoted()

+ func (studyrun *StudyRun) MarkPromoting()

+ func (studyrun *StudyRun) MarkPromotionFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkReady()

+ func (studyrun *StudyRun) MarkReadyFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkReportFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkReported()

+ func (studyrun *StudyRun) MarkReporting()

+ func (studyrun *StudyRun) MarkResumed()

+ func (studyrun *StudyRun) MarkSearchFailed(reason, err string)

+ func (studyrun *StudyRun) MarkSearched()

+ func (studyrun *StudyRun) MarkSearching()

+ func (studyrun *StudyRun) MarkSplitFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkSplitted()

+ func (studyrun *StudyRun) MarkSplitting()

+ func (studyrun *StudyRun) MarkTested()

+ func (studyrun *StudyRun) MarkTesting()

+ func (studyrun *StudyRun) MarkTestingFailed(reason string, err string)

+ func (studyrun *StudyRun) MarkTransformFailed(err string)

+ func (studyrun *StudyRun) MarkTransformed()

+ func (studyrun *StudyRun) MarkTransforming()

+ func (studyrun *StudyRun) ModelsWaiting() bool

+ func (studyrun *StudyRun) PartitionDataFolder(key []string) string

+ func (studyrun *StudyRun) PartitionFolder(key []string) string

+ func (studyrun *StudyRun) PartitionTestFile(key []string) string

+ func (studyrun *StudyRun) PartitionTrainFile(key []string) string

+ func (studyrun *StudyRun) Partitioned() bool

+ func (studyrun *StudyRun) Paused() bool

+ func (studyrun *StudyRun) Phase() StudyRunPhase

+ func (studyrun *StudyRun) Prepared() bool

+ func (studyrun *StudyRun) Profiled() bool

+ func (studyrun *StudyRun) Promoted() bool

+ func (studyrun *StudyRun) PromotionAlert(model Model) *infra.Alert

+ func (studyrun *StudyRun) ReachedMaxModels(study *Study) bool

+ func (studyrun *StudyRun) ReachedMaxTime(study *Study) bool

+ func (studyrun *StudyRun) Ready() bool

+ func (studyrun *StudyRun) RefreshProgress()

+ func (studyrun *StudyRun) RemoveFinalizer()

+ func (studyrun *StudyRun) ReportName() string

+ func (studyrun *StudyRun) ReportURI() string

+ func (studyrun *StudyRun) Reported() bool

+ func (studyrun *StudyRun) RootURI() string

+ func (studyrun *StudyRun) Searched() bool

+ func (studyrun *StudyRun) SetObservedGeneration(generation int64)

+ func (studyrun *StudyRun) SetStatus(status interface{})

+ func (studyrun *StudyRun) SetUpdatedAt(time *metav1.Time)

+ func (studyrun *StudyRun) SetupWebhookWithManager(mgr ctrl.Manager) error

+ func (studyrun *StudyRun) Splitted() bool

+ func (studyrun *StudyRun) TaskIndexFileKey(task string) string

+ func (studyrun *StudyRun) Tested() bool

+ func (studyrun *StudyRun) ToRunReference() catalog.RunReference

+ func (studyrun *StudyRun) Transformed() bool

+ func (studyrun *StudyRun) UpdateEndTime()

+ func (studyrun *StudyRun) ValidateCreate() error

+ func (studyrun *StudyRun) ValidateDelete() error

+ func (studyrun *StudyRun) ValidateUpdate(old runtime.Object) error

+ func (studyrun *StudyRun) WorkerIndexFileKey(workerIndex int, task string) string

+ func (this *StudyRun) String() string

+ type StudyRunCondition string

+ const StudyRunAborted

+ const StudyRunBaselined

+ const StudyRunCompleted

+ const StudyRunEnsembleCreated

+ const StudyRunExternalStatusUpdated

+ const StudyRunModelPromoted

+ const StudyRunPartitioned

+ const StudyRunPaused

+ const StudyRunPrepared

+ const StudyRunProfiled

+ const StudyRunReported

+ const StudyRunSearched

+ const StudyRunSplit

+ const StudyRunTested

+ const StudyRunTransformed

+ type StudyRunList struct

+ Items []StudyRun

+ func (*StudyRunList) Descriptor() ([]byte, []int)

+ func (*StudyRunList) ProtoMessage()

+ func (in *StudyRunList) DeepCopy() *StudyRunList

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

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

+ func (m *StudyRunList) Marshal() (dAtA []byte, err error)

+ func (m *StudyRunList) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyRunList) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyRunList) Reset()

+ func (m *StudyRunList) Size() (n int)

+ func (m *StudyRunList) Unmarshal(dAtA []byte) error

+ func (m *StudyRunList) XXX_DiscardUnknown()

+ func (m *StudyRunList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyRunList) XXX_Merge(src proto.Message)

+ func (m *StudyRunList) XXX_Size() int

+ func (m *StudyRunList) XXX_Unmarshal(b []byte) error

+ func (this *StudyRunList) String() string

+ type StudyRunPhase string

+ const StudyRunPhaseAborted

+ const StudyRunPhaseBaseline

+ const StudyRunPhaseBaselined

+ const StudyRunPhaseCompleted

+ const StudyRunPhaseCreatedEnsembles

+ const StudyRunPhaseCreatingEnsembles

+ const StudyRunPhaseFailed

+ const StudyRunPhasePaused

+ const StudyRunPhasePending

+ const StudyRunPhasePrepared

+ const StudyRunPhasePreparing

+ const StudyRunPhaseProfiled

+ const StudyRunPhaseProfiling

+ const StudyRunPhasePromoted

+ const StudyRunPhasePromoting

+ const StudyRunPhaseReported

+ const StudyRunPhaseReporting

+ const StudyRunPhaseSearched

+ const StudyRunPhaseSearching

+ const StudyRunPhaseSplit

+ const StudyRunPhaseSplitting

+ const StudyRunPhaseTested

+ const StudyRunPhaseTesting

+ const StudyRunPhaseTransformed

+ const StudyRunPhaseTransforming

+ type StudyRunPhaseStatus struct

+ BestScore float64

+ CompletedAt *metav1.Time

+ CompletedModelsCount int32

+ FailedModelsCount int32

+ ModelsWithNoProgress int32

+ RunningModelsCount int32

+ StartedAt *metav1.Time

+ WaitingModelsCount int32

+ func (*StudyRunPhaseStatus) Descriptor() ([]byte, []int)

+ func (*StudyRunPhaseStatus) ProtoMessage()

+ func (in *StudyRunPhaseStatus) DeepCopy() *StudyRunPhaseStatus

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

+ func (m *StudyRunPhaseStatus) Marshal() (dAtA []byte, err error)

+ func (m *StudyRunPhaseStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyRunPhaseStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyRunPhaseStatus) Reset()

+ func (m *StudyRunPhaseStatus) Size() (n int)

+ func (m *StudyRunPhaseStatus) Unmarshal(dAtA []byte) error

+ func (m *StudyRunPhaseStatus) XXX_DiscardUnknown()

+ func (m *StudyRunPhaseStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyRunPhaseStatus) XXX_Merge(src proto.Message)

+ func (m *StudyRunPhaseStatus) XXX_Size() int

+ func (m *StudyRunPhaseStatus) XXX_Unmarshal(b []byte) error

+ func (this *StudyRunPhaseStatus) String() string

+ type StudyRunSpec struct

+ Abort *bool

+ ModelClassRunName *string

+ Owner *string

+ Pause *bool

+ StudyName string

+ Timeout *int64

+ func (*StudyRunSpec) Descriptor() ([]byte, []int)

+ func (*StudyRunSpec) ProtoMessage()

+ func (in *StudyRunSpec) DeepCopy() *StudyRunSpec

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

+ func (m *StudyRunSpec) Marshal() (dAtA []byte, err error)

+ func (m *StudyRunSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyRunSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyRunSpec) Reset()

+ func (m *StudyRunSpec) Size() (n int)

+ func (m *StudyRunSpec) Unmarshal(dAtA []byte) error

+ func (m *StudyRunSpec) XXX_DiscardUnknown()

+ func (m *StudyRunSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyRunSpec) XXX_Merge(src proto.Message)

+ func (m *StudyRunSpec) XXX_Size() int

+ func (m *StudyRunSpec) XXX_Unmarshal(b []byte) error

+ func (this *StudyRunSpec) String() string

+ type StudyRunStatus struct

+ BaselineStatus StudyRunPhaseStatus

+ BestModel string

+ BestModelScore float64

+ CompletedAt *metav1.Time

+ Conditions []metav1.Condition

+ EnsembleStatus StudyRunPhaseStatus

+ ExplainStatus StudyRunPhaseStatus

+ FailureMessage *string

+ GC GarbageCollectionStatus

+ LastModelID *int64

+ Logs catalog.Logs

+ ModelsCount int32

+ ObservedGeneration int64

+ OptimizerLocation *catalog.FileLocation

+ OutlierDetection OutlierDetectorStatus

+ Phase StudyRunPhase

+ ProfileLocation catalog.FileLocation

+ Progress int32

+ ReportName string

+ RunVersion catalog.Version

+ SearchStatus StudyRunPhaseStatus

+ StudyManifestLocation catalog.ManifestLocation

+ TestDatasetLocation catalog.FileLocation

+ TestStatus StudyRunPhaseStatus

+ TestingRowsCount int32

+ TrainDatasetLocation catalog.FileLocation

+ TrainingDataHash DataHashes

+ TrainingRowsCount int32

+ UpdatedAt *metav1.Time

+ ValidationDatasetLocation *catalog.FileLocation

+ ValidationRowsCount int32

+ func (*StudyRunStatus) Descriptor() ([]byte, []int)

+ func (*StudyRunStatus) ProtoMessage()

+ func (in *StudyRunStatus) DeepCopy() *StudyRunStatus

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

+ func (m *StudyRunStatus) Marshal() (dAtA []byte, err error)

+ func (m *StudyRunStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyRunStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyRunStatus) Reset()

+ func (m *StudyRunStatus) Size() (n int)

+ func (m *StudyRunStatus) Unmarshal(dAtA []byte) error

+ func (m *StudyRunStatus) XXX_DiscardUnknown()

+ func (m *StudyRunStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyRunStatus) XXX_Merge(src proto.Message)

+ func (m *StudyRunStatus) XXX_Size() int

+ func (m *StudyRunStatus) XXX_Unmarshal(b []byte) error

+ func (this *StudyRunStatus) String() string

type StudySpec

+ ArtifactBucketName *string

+ Explain *bool

+ ForecastTemplate ForecasterSpec

+ OutlierModel OutlierModelSpec

+ Profile *bool

+ Report *bool

+ Snapshot catalog.SnapshotReference

type StudyStatus

+ Active catalog.RunReferenceList

+ AvailableRunVersions catalog.VersionList

+ LastFailureMessage *string

+ LastRunAt *metav1.Time

+ LastRunVersion catalog.Version

+ Schedule catalog.RunScheduleStatus

+ Version catalog.Version

type TrainingSpec

+ Timeout *int32

Jan 16, 2023

Changes in this version

type Study

+ func (study *Study) PromotionAlert(tenantRef *v1.ObjectReference, notifierName *string, model Model) *infra.Alert

Jan 15, 2023

Changes in this version

+ const StudyModelPromoted

type ModelPhase

+ const ModelPhasePromoted

+ const ModelPhasePromoting

type Study

+ func (study *Study) MarkPromoted()

+ func (study *Study) MarkPromoting()

+ func (study Study) Promoted() bool

type StudyPhase

+ const StudyPhasePromoted

+ const StudyPhasePromoting

Jan 14, 2023

Changes in this version

type ServingSpec

+ Promotion *catalog.PromotionType

type StudySpec

+ Serving ServingSpec

Jan 14, 2023

Changes in this version

type ServingEnvironment

+ PostSql []string

+ PreSql []string

Jan 13, 2023

Changes in this version

type ModelStatus

+ Usage catalog.ResourceConsumption

type StudyStatus

+ Usage catalog.ResourceConsumption

Jan 13, 2023

Changes in this version

type ServingEnvironment

+ func (in *ServingEnvironment) DeepCopy() *ServingEnvironment

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

Jan 13, 2023

Changes in this version

type ModelClassServingSpec

+ Environments []ServingEnvironment

+ type ServingEnvironment struct

+ Access catalog.AccessSpec

+ Dashboard *bool

+ Ephemeral *bool

+ Name string

+ Online *bool

+ Replicas *int32

+ Resources *catalog.ResourceSpec

+ ServingSiteRef *v1.ObjectReference

+ Tests catalog.TestSuite

+ func (*ServingEnvironment) Descriptor() ([]byte, []int)

+ func (*ServingEnvironment) ProtoMessage()

+ func (m *ServingEnvironment) Marshal() (dAtA []byte, err error)

+ func (m *ServingEnvironment) MarshalTo(dAtA []byte) (int, error)

+ func (m *ServingEnvironment) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ServingEnvironment) Reset()

+ func (m *ServingEnvironment) Size() (n int)

+ func (m *ServingEnvironment) Unmarshal(dAtA []byte) error

+ func (m *ServingEnvironment) XXX_DiscardUnknown()

+ func (m *ServingEnvironment) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ServingEnvironment) XXX_Merge(src proto.Message)

+ func (m *ServingEnvironment) XXX_Size() int

+ func (m *ServingEnvironment) XXX_Unmarshal(b []byte) error

+ func (this *ServingEnvironment) String() string

Jan 12, 2023

Changes in this version

type ServingSpec

+ ApprovedAt *metav1.Time

Jan 12, 2023

Changes in this version

type ModelClassServingSpec

+ Template ServingSpec

Jan 12, 2023

Changes in this version

type ServingSpec

+ PredictorName *string

Jan 12, 2023

Changes in this version

type ModelStatus

+ Serving ServingStatus

type ServingSpec

+ ApprovedBy *string

+ Manual *bool

+ type ServingStatus struct

+ ApprovedAt *metav1.Time

+ DashboardURI string

+ DataAppName string

+ PredictorName string

+ PredictorURI string

+ func (*ServingStatus) Descriptor() ([]byte, []int)

+ func (*ServingStatus) ProtoMessage()

+ func (in *ServingStatus) DeepCopy() *ServingStatus

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

+ func (m *ServingStatus) Marshal() (dAtA []byte, err error)

+ func (m *ServingStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ServingStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ServingStatus) Reset()

+ func (m *ServingStatus) Size() (n int)

+ func (m *ServingStatus) Unmarshal(dAtA []byte) error

+ func (m *ServingStatus) XXX_DiscardUnknown()

+ func (m *ServingStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ServingStatus) XXX_Merge(src proto.Message)

+ func (m *ServingStatus) XXX_Size() int

+ func (m *ServingStatus) XXX_Unmarshal(b []byte) error

+ func (this *ServingStatus) String() string

Jan 12, 2023

Changes in this version

type ServingSpec

+ Access catalog.AccessSpec

+ Dashboard *bool

+ Enabled *bool

+ Online *bool

+ PredictorTemplateName *string

+ Replicas *int32

+ ServingSiteRef v1.ObjectReference

+ Shadow *bool

Jan 12, 2023

Changes in this version

type ModelClassSpec

+ Registered *bool

Jan 11, 2023

Changes in this version

type ModelClassStatus

+ Live bool

+ PredictorsCount int32

type ModelSpec

+ ServingSiteRef v1.ObjectReference

Dec 22, 2022

Changes in this version

type ModelClassServingSpec

+ PostSql []string

+ PreSql []string

type ModelClassTrainingSpec

+ PostSql []string

+ PreSql []string

Dec 18, 2022

Changes in this version

type ModelClassTrainingSpec

+ Explained *bool

Dec 15, 2022

Changes in this version

type ModelStatus

+ FullLabelEncoderURI string

+ TestLabelEncoderURI string

+ TrainLabelEncoderURI string

Dec 15, 2022

Changes in this version

type ModelStatus

+ DriftDetectorURI string

Dec 15, 2022

Changes in this version

type ModelStatus

+ FullWeightsURI string

+ TestWeightsURI string

+ TrainWeightsURI string

Dec 7, 2022

Changes in this version

type Model

+ func (model Model) PartitionFolder() string

+ func (model Model) PartitionModelFile() string

+ func (model Model) PartitionModelFolder() string

+ func (model Model) PartitionModelForecastFile() string

+ func (model Model) PartitionModelProfileFolder() string

+ func (model Model) PartitionModelReportFile() string

type ReportType

+ const PartitionTimeSeriesDatasetReport

+ const PartitionTimeSeriesModelReport

type Study

+ func (study Study) PartitionDataFolder(key []string) string

+ func (study Study) PartitionFolder(key []string) string

+ func (study Study) PartitionTestFile(key []string) string

+ func (study Study) PartitionTrainFile(key []string) string

Dec 5, 2022

Changes in this version

type ModelClassRun

+ func (this *ModelClassRun) Abort()

+ func (this *ModelClassRun) IsAborted() bool

+ func (this *ModelClassRun) IsPaused() bool

+ func (this *ModelClassRun) Pause()

Dec 5, 2022

Changes in this version

type GarbageCollectionStatus

+ CollectedModelsCount int32

type SearchSpec

+ Goal *catalog.GoalType

type StudyPhaseStatus

+ CompletedModelsCount int32

+ FailedModelsCount int32

+ RunningModelsCount int32

+ WaitingModelsCount int32

type StudyStatus

+ GroupBy StudyGroupByStatus

+ UpdatedAt *metav1.Time

Dec 4, 2022

Changes in this version

type ModelClassRunStatus

+ ModelsCount int32

type ModelClassServingSpec

+ PredictionSchedule catalog.RunSchedule

type ModelClassStatus

+ LastRunAt *metav1.Time

+ LastRunName string

+ RunsCount int32

type ReportSpec

+ Timeout *int64

type StudySpec

+ Timeout *int32

type StudyStatus

+ ModelsCount int32

+ TestingRowsCount int32

+ TrainingRowsCount int32

+ ValidationRowsCount int32

Dec 4, 2022

Changes in this version

type ModelClassStatus

+ LastPredictionAt *metav1.Time

+ ModelsCount int32

+ PredictionsCount int32

Dec 4, 2022

Changes in this version

type Model

+ func (model Model) DatasetJsonURI() string

+ func (model Model) DockerfileURI() string

+ func (model Model) ExplainModelURI() string

+ func (model Model) ForecastURI() string

+ func (model Model) ManifestURI() string

+ func (model Model) ModelJsonURI() string

+ func (model Model) ProductVersionJsonURI() string

+ func (model Model) ReportURI() string

+ func (model Model) RootURI() string

+ func (model Model) SchemaJsonURI() string

+ func (model Model) StudyJsonURI() string

+ func (model Model) TarURI() string

+ func (model Model) WeightsURI() string

type Report

+ func (report Report) ManifestURI() string

+ func (report Report) PdfURI() string

+ func (report Report) RootURI() string

type Study

+ func (study Study) ManifestURI() string

+ func (study Study) ReportURI() string

+ func (study Study) RootURI() string

Dec 4, 2022

Changes in this version

type InterpretabilityStatus

+ CompletedAt *metav1.Time

+ StartedAt *metav1.Time

type ModelClassRunStatus

+ CompletedAt *metav1.Time

+ UpdatedAt *metav1.Time

type ModelClassStatus

+ UpdatedAt *metav1.Time

type ModelStageStatus

+ CompletedAt *metav1.Time

+ StartedAt *metav1.Time

type ModelStatus

+ AppURI string

+ CompletedAt *metav1.Time

+ ForecastURI string

+ LabelEncoderURI string

+ LogsURI string

+ ManifestURI string

+ MisclassificationURI string

+ ProfileURI string

+ ReportURI string

+ TarURI string

+ TestingCompletedAt *metav1.Time

+ TestingStartedAt *metav1.Time

+ TrainingCompletedAt *metav1.Time

+ TrainingStartedAt *metav1.Time

+ TuningCompletedAt *metav1.Time

+ TuningStartedAt *metav1.Time

+ UpdatedAt *metav1.Time

+ WeightsURI string

type ReportStatus

+ CompletedAt *metav1.Time

+ UpdatedAt *metav1.Time

type StudyPhaseStatus

+ CompletedAt *metav1.Time

+ StartedAt *metav1.Time

type StudyStatus

+ CompletedAt *metav1.Time

+ ProfileURI string

+ ReportURI string

Nov 30, 2022

Changes in this version

type ModelClassDataSpec

+ OfflineFeatureStoreName *string

+ OnlineFeatureStoreName *string

type ModelClassSpec

+ Paused *bool

Nov 28, 2022

Changes in this version

type ModelClassStatus

+ LastPrediction *metav1.Time

+ LastPredictionName string

+ TotalPredictions int32

Nov 28, 2022

Changes in this version

type ModelClassStatus

+ LastBatchPrediction *metav1.Time

+ LastPromotion *metav1.Time

+ LastTraining *metav1.Time

Nov 27, 2022

Changes in this version

type ModelClassRunStatus

+ LastTrainingSet data.DataLocation

Nov 27, 2022

Changes in this version

type ModelClassStatus

+ DataAppName string

Nov 25, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) MarkFailed(err string)

Nov 25, 2022

Changes in this version

type Model

+ func (model *Model) Demote()

+ func (model *Model) MarkRole(predictor string, role catalog.ModelRole)

+ func (model Model) IsShadow() bool

type ModelConditionType

+ const ModelShadow

type ModelSpec

+ Role *catalog.ModelRole

Nov 25, 2022

Changes in this version

type ModelSpec

+ ModelClassRunName *string

type ReportSpec

+ ModelClassRunName *string

type StudySpec

+ ModelClassRunName *string

Nov 24, 2022

Changes in this version

+ type ModelClassRun struct

+ Spec ModelClassRunSpec

+ Status ModelClassRunStatus

+ func (*ModelClassRun) Descriptor() ([]byte, []int)

+ func (*ModelClassRun) ProtoMessage()

+ func (in *ModelClassRun) DeepCopy() *ModelClassRun

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

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

+ func (m *ModelClassRun) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRun) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRun) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRun) Reset()

+ func (m *ModelClassRun) Size() (n int)

+ func (m *ModelClassRun) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRun) XXX_DiscardUnknown()

+ func (m *ModelClassRun) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRun) XXX_Merge(src proto.Message)

+ func (m *ModelClassRun) XXX_Size() int

+ func (m *ModelClassRun) XXX_Unmarshal(b []byte) error

+ func (mclass *ModelClassRun) IsPromoted() bool

+ func (mclass *ModelClassRun) IsTrained() bool

+ func (mclass *ModelClassRun) MarkCreatedTrainingSet()

+ func (mclass *ModelClassRun) MarkCreatingTrainingDatasetSet(dataset string)

+ func (mclass *ModelClassRun) MarkCreatingTrainingSetFailed(err string)

+ func (mclass *ModelClassRun) MarkFailToPromote(err error)

+ func (mclass *ModelClassRun) MarkModelTrained(model string)

+ func (mclass *ModelClassRun) MarkPromoted()

+ func (mclass *ModelClassRun) MarkTrained()

+ func (mclass *ModelClassRun) MarkTraining(study string)

+ func (mclass *ModelClassRun) MarkTrainingFailed(err string)

+ func (mclass *ModelClassRun) MarkWaitingForPromotion()

+ func (mclass *ModelClassRun) StartTrainingProcess()

+ func (pl *ModelClassRun) SetupWebhookWithManager(mgr ctrl.Manager) error

+ func (run *ModelClassRun) AddFinalizer()

+ func (run *ModelClassRun) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

+ func (run *ModelClassRun) CreateOrUpdateCond(cond ModelClassRunCondition)

+ func (run *ModelClassRun) Default()

+ func (run *ModelClassRun) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

+ func (run *ModelClassRun) GetCond(t ModelClassRunConditionType) ModelClassRunCondition

+ func (run *ModelClassRun) GetCondIdx(t ModelClassRunConditionType) int

+ func (run *ModelClassRun) HasFinalizer() bool

+ func (run *ModelClassRun) RemoveFinalizer()

+ func (run *ModelClassRun) StatusString() string

+ func (run *ModelClassRun) ValidateCreate() error

+ func (run *ModelClassRun) ValidateDelete() error

+ func (run *ModelClassRun) ValidateUpdate(old runtime.Object) error

+ func (this *ModelClassRun) IsSaved() bool

+ func (this *ModelClassRun) MarkSaved()

+ func (this *ModelClassRun) String() string

+ type ModelClassRunCondition struct

+ LastTransitionTime *metav1.Time

+ Message string

+ Reason string

+ Status v1.ConditionStatus

+ Type ModelClassRunConditionType

+ func (*ModelClassRunCondition) Descriptor() ([]byte, []int)

+ func (*ModelClassRunCondition) ProtoMessage()

+ func (in *ModelClassRunCondition) DeepCopy() *ModelClassRunCondition

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

+ func (m *ModelClassRunCondition) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRunCondition) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRunCondition) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRunCondition) Reset()

+ func (m *ModelClassRunCondition) Size() (n int)

+ func (m *ModelClassRunCondition) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRunCondition) XXX_DiscardUnknown()

+ func (m *ModelClassRunCondition) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRunCondition) XXX_Merge(src proto.Message)

+ func (m *ModelClassRunCondition) XXX_Size() int

+ func (m *ModelClassRunCondition) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassRunCondition) String() string

+ type ModelClassRunConditionType string

+ const ModelClassRunArchived

+ const ModelClassRunModelPromoted

+ const ModelClassRunModelServing

+ const ModelClassRunModelTrained

+ const ModelClassRunTrainingDatasetReady

+ type ModelClassRunList struct

+ Items []ModelClassRun

+ func (*ModelClassRunList) Descriptor() ([]byte, []int)

+ func (*ModelClassRunList) ProtoMessage()

+ func (in *ModelClassRunList) DeepCopy() *ModelClassRunList

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

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

+ func (m *ModelClassRunList) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRunList) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRunList) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRunList) Reset()

+ func (m *ModelClassRunList) Size() (n int)

+ func (m *ModelClassRunList) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRunList) XXX_DiscardUnknown()

+ func (m *ModelClassRunList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRunList) XXX_Merge(src proto.Message)

+ func (m *ModelClassRunList) XXX_Size() int

+ func (m *ModelClassRunList) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassRunList) String() string

+ type ModelClassRunPhase string

+ const ModelClassRunPhaseAborted

+ const ModelClassRunPhaseCompleted

+ const ModelClassRunPhaseFailed

+ const ModelClassRunPhasePending

+ const ModelClassRunPhaseTrained

+ const ModelClassRunPhaseTraining

+ type ModelClassRunSpec struct

+ Aborted *bool

+ Dataset *string

+ Description *string

+ ModelClassName *string

+ Owner *string

+ Paused *bool

+ Priority *catalog.PriorityLevel

+ TTL *int32

+ TriggeredBy catalog.TriggerType

+ VersionName *string

+ func (*ModelClassRunSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassRunSpec) ProtoMessage()

+ func (in *ModelClassRunSpec) DeepCopy() *ModelClassRunSpec

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

+ func (m *ModelClassRunSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRunSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRunSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRunSpec) Reset()

+ func (m *ModelClassRunSpec) Size() (n int)

+ func (m *ModelClassRunSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRunSpec) XXX_DiscardUnknown()

+ func (m *ModelClassRunSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRunSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassRunSpec) XXX_Size() int

+ func (m *ModelClassRunSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassRunSpec) String() string

+ type ModelClassRunStatus struct

+ ApprovedBy v1.ObjectReference

+ Auto *bool

+ Conditions []ModelClassRunCondition

+ DatasetName string

+ EndTime *metav1.Time

+ FailureMessage *string

+ FailureReason *catalog.StatusError

+ Folder string

+ LastUpdated *metav1.Time

+ Logs catalog.Logs

+ ModelName string

+ ObservedGeneration int64

+ Phase ModelClassRunPhase

+ Progress *int32

+ PromotedAt *metav1.Time

+ StartTime *metav1.Time

+ StudyName string

+ func (*ModelClassRunStatus) Descriptor() ([]byte, []int)

+ func (*ModelClassRunStatus) ProtoMessage()

+ func (in *ModelClassRunStatus) DeepCopy() *ModelClassRunStatus

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

+ func (m *ModelClassRunStatus) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRunStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRunStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRunStatus) Reset()

+ func (m *ModelClassRunStatus) Size() (n int)

+ func (m *ModelClassRunStatus) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRunStatus) XXX_DiscardUnknown()

+ func (m *ModelClassRunStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRunStatus) XXX_Merge(src proto.Message)

+ func (m *ModelClassRunStatus) XXX_Size() int

+ func (m *ModelClassRunStatus) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassRunStatus) String() string

Nov 23, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) DataAppName() string

Nov 23, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) PredictorName() string

Nov 23, 2022

Changes in this version

type ModelSpec

+ ModelClassVersion *int32

Nov 23, 2022

Changes in this version

+ const ReasonCreatedTrainingDataset

+ const ReasonCreatingTrainingDataset

+ const ReasonFailedToCreateTrainingDataset

+ const ReasonTrainingDatasetPending

type ModelClass

+ func (mclass *ModelClass) IsPromoted() bool

+ func (mclass *ModelClass) StartTrainingProcess()

type ModelClassConditionType

+ const ModelClassModelServing

type ModelClassSpec

+ DataProductVersionName *string

+ Version int32

type ModelClassStatus

+ Dataset string

+ Study string

+ Version int32

type ReportSpec

+ ModelClassVersion *int32

type StudySpec

+ ModelClassVersion *int32

Nov 22, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) IsModelPromoted() bool

+ func (mclass *ModelClass) IsServed() bool

+ func (mclass *ModelClass) IsTrained() bool

+ func (mclass *ModelClass) MarkCreatingTrainingDatasetSet(dataset string)

+ func (mclass *ModelClass) MarkModelReady(model string)

+ func (mclass *ModelClass) MarkPromoted()

+ func (mclass *ModelClass) MarkTrainingDatasetPending()

type ModelClassConditionType

+ const ModelClassModelDrifted

+ const ModelClassModelPromoted

+ const ModelClassModelServed

+ const ModelClassModelTrained

+ const ModelClassTrainingDatasetReady

type ModelClassServingSpec

+ ShadowFirst *bool

type ModelClassStatus

+ CandidateModel string

+ LiveModel *string

+ PredictorName string

+ Shadows []string

+ TriggeredBy catalog.TriggerType

type ModelClassTrainingSpec

+ Trigger catalog.TriggerType

Nov 21, 2022

Changes in this version

type ModelClassStatus

+ BestModelScore float64

type ModelClassTrainingSpec

+ Aborted *bool

+ MaxModels *int32

+ MaxTime *int32

+ Paused *bool

+ Trainers *int32

+ TriggeredBy catalog.TriggerType

Nov 20, 2022

Changes in this version

type ModelClassSpec

+ Fast *bool

Nov 17, 2022

Changes in this version

type ModelSpec

+ PartitionsLocation PartitionModelLocationsSpec

+ type PartitionModelLocationsSpec struct

+ PartitionFolder *string

+ PartitionForecastFile *string

+ PartitionModelFile *string

+ PartitionModelFolder *string

+ PartitionProfileFolder *string

+ PartitionReportFile *string

+ func (*PartitionModelLocationsSpec) Descriptor() ([]byte, []int)

+ func (*PartitionModelLocationsSpec) ProtoMessage()

+ func (in *PartitionModelLocationsSpec) DeepCopy() *PartitionModelLocationsSpec

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

+ func (m *PartitionModelLocationsSpec) Marshal() (dAtA []byte, err error)

+ func (m *PartitionModelLocationsSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *PartitionModelLocationsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *PartitionModelLocationsSpec) Reset()

+ func (m *PartitionModelLocationsSpec) Size() (n int)

+ func (m *PartitionModelLocationsSpec) Unmarshal(dAtA []byte) error

+ func (m *PartitionModelLocationsSpec) XXX_DiscardUnknown()

+ func (m *PartitionModelLocationsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *PartitionModelLocationsSpec) XXX_Merge(src proto.Message)

+ func (m *PartitionModelLocationsSpec) XXX_Size() int

+ func (m *PartitionModelLocationsSpec) XXX_Unmarshal(b []byte) error

+ func (this *PartitionModelLocationsSpec) String() string

Nov 17, 2022

Changes in this version

+ const ReasonFailedToPromote

+ const ReasonPromoting

type Model

+ func (model *Model) CompareTestingScore(other *Model) bool

type ModelClass

+ func (mclass *ModelClass) MarkFailToPromote(err error)

+ func (mclass *ModelClass) MarkPromoting()

+ func (mclass *ModelClass) PromotionAlert(tenantRef *v1.ObjectReference, notifierName *string, model Model) *infra.Alert

type ModelClassPhase

+ const ModelClassPhasePromoting

type ModelClassSpec

+ Objective *catalog.Metric

Nov 17, 2022

Changes in this version

+ const ReasonWaitingForPromotion

+ type AlgorithmParameterRange struct

+ Name catalog.ClassicEstimatorName

+ Ranges []catalog.ParameterRange

+ func (*AlgorithmParameterRange) Descriptor() ([]byte, []int)

+ func (*AlgorithmParameterRange) ProtoMessage()

+ func (in *AlgorithmParameterRange) DeepCopy() *AlgorithmParameterRange

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

+ func (m *AlgorithmParameterRange) Marshal() (dAtA []byte, err error)

+ func (m *AlgorithmParameterRange) MarshalTo(dAtA []byte) (int, error)

+ func (m *AlgorithmParameterRange) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *AlgorithmParameterRange) Reset()

+ func (m *AlgorithmParameterRange) Size() (n int)

+ func (m *AlgorithmParameterRange) Unmarshal(dAtA []byte) error

+ func (m *AlgorithmParameterRange) XXX_DiscardUnknown()

+ func (m *AlgorithmParameterRange) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *AlgorithmParameterRange) XXX_Merge(src proto.Message)

+ func (m *AlgorithmParameterRange) XXX_Size() int

+ func (m *AlgorithmParameterRange) XXX_Unmarshal(b []byte) error

+ func (this *AlgorithmParameterRange) String() string

type ModelClass

+ func (mclass *ModelClass) MarkWaitingForPromotion(err string)

type ModelClassPhase

+ const ModelClassPhaseWaitingForPromotion

type ModelClassServingSpec

+ Live *string

+ Shadows []string

type ModelClassStatus

+ RetiredModels []string

+ type PipelineStageSpec struct

+ Name string

+ Resources *catalog.ResourceSpec

+ ServingSiteRef *v1.ObjectReference

+ Tests catalog.TestSuite

+ func (*PipelineStageSpec) Descriptor() ([]byte, []int)

+ func (*PipelineStageSpec) ProtoMessage()

+ func (in *PipelineStageSpec) DeepCopy() *PipelineStageSpec

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

+ func (m *PipelineStageSpec) Marshal() (dAtA []byte, err error)

+ func (m *PipelineStageSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *PipelineStageSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *PipelineStageSpec) Reset()

+ func (m *PipelineStageSpec) Size() (n int)

+ func (m *PipelineStageSpec) Unmarshal(dAtA []byte) error

+ func (m *PipelineStageSpec) XXX_DiscardUnknown()

+ func (m *PipelineStageSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *PipelineStageSpec) XXX_Merge(src proto.Message)

+ func (m *PipelineStageSpec) XXX_Size() int

+ func (m *PipelineStageSpec) XXX_Unmarshal(b []byte) error

+ func (this *PipelineStageSpec) String() string

Nov 16, 2022

Changes in this version

+ type AlgorithmSearchSpace struct

+ Name catalog.ClassicEstimatorName

+ Ranges []catalog.ParameterRange

+ func (*AlgorithmSearchSpace) Descriptor() ([]byte, []int)

+ func (*AlgorithmSearchSpace) ProtoMessage()

+ func (in *AlgorithmSearchSpace) DeepCopy() *AlgorithmSearchSpace

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

+ func (m *AlgorithmSearchSpace) Marshal() (dAtA []byte, err error)

+ func (m *AlgorithmSearchSpace) MarshalTo(dAtA []byte) (int, error)

+ func (m *AlgorithmSearchSpace) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *AlgorithmSearchSpace) Reset()

+ func (m *AlgorithmSearchSpace) Size() (n int)

+ func (m *AlgorithmSearchSpace) Unmarshal(dAtA []byte) error

+ func (m *AlgorithmSearchSpace) XXX_DiscardUnknown()

+ func (m *AlgorithmSearchSpace) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *AlgorithmSearchSpace) XXX_Merge(src proto.Message)

+ func (m *AlgorithmSearchSpace) XXX_Size() int

+ func (m *AlgorithmSearchSpace) XXX_Unmarshal(b []byte) error

+ func (this *AlgorithmSearchSpace) String() string

type AlgorithmSearchSpaceSpec

+ Custom []AlgorithmSearchSpace

Nov 15, 2022

Changes in this version

type ModelClassDataSpec

+ FlatFile *data.FlatFileFormatSpec

Nov 11, 2022

Changes in this version

type ModelClassDataSpec

+ Observations data.DataLocation

+ PredictionHistory data.DataLocation

+ PredictionTimeColumn *string

+ Predictions data.DataLocation

+ PrimaryKey []string

+ Schema data.Schema

+ Tests catalog.TestSuite

type ModelClassStatus

+ MonitoringScheduleStatus catalog.RunScheduleStatus

+ PredictionScheduleStatus catalog.RunScheduleStatus

+ ReportScheduleStatus catalog.RunScheduleStatus

+ TrainingScheduleStatus catalog.RunScheduleStatus

type ModelClassTrainingSpec

+ Retrain *bool

Nov 11, 2022

Changes in this version

type ModelClassStatus

+ PredictionStatus catalog.RunScheduleStatus

Nov 9, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) AdvanceTrainingTime()

+ func (mclass *ModelClass) MarkNotReady()

+ func (mclass *ModelClass) MarkReady()

Nov 8, 2022

Changes in this version

type ModelClassServingSpec

+ Resources catalog.ResourceSpec

type ModelClassTrainingSpec

+ Resources catalog.ResourceSpec

Nov 8, 2022

Changes in this version

type ModelClassStatus

+ LastestDataset string

Nov 8, 2022

Changes in this version

type ModelClassPhase

+ const ModelClassPhaseCreatingTrainingDataset

+ const ModelClassPhaseReady

Nov 7, 2022

Changes in this version

type ModelClassServingSpec

+ BatchPredictionLocation data.DataLocation

+ BatchPredictionSchedule catalog.RunSchedule

type ModelClassSpec

+ ArtifactLocation data.DataLocation

+ Entities []EntityRef

type ModelClassTrainingSpec

+ TrainingData TrainingDataSpec

+ type TrainingDataSpec struct

+ Location data.DataLocation

+ PredictionTimeColumn *string

+ PrimaryKey []string

+ Schema data.Schema

+ Target *string

+ Tests catalog.TestSuite

+ func (*TrainingDataSpec) Descriptor() ([]byte, []int)

+ func (*TrainingDataSpec) ProtoMessage()

+ func (in *TrainingDataSpec) DeepCopy() *TrainingDataSpec

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

+ func (m *TrainingDataSpec) Marshal() (dAtA []byte, err error)

+ func (m *TrainingDataSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *TrainingDataSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TrainingDataSpec) Reset()

+ func (m *TrainingDataSpec) Size() (n int)

+ func (m *TrainingDataSpec) Unmarshal(dAtA []byte) error

+ func (m *TrainingDataSpec) XXX_DiscardUnknown()

+ func (m *TrainingDataSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TrainingDataSpec) XXX_Merge(src proto.Message)

+ func (m *TrainingDataSpec) XXX_Size() int

+ func (m *TrainingDataSpec) XXX_Unmarshal(b []byte) error

+ func (this *TrainingDataSpec) String() string

Nov 7, 2022

Changes in this version

type LabelsDataSpec

+ Tests catalog.TestSuite

Nov 5, 2022

Changes in this version

type AlgorithmSearchSpaceSpec

+ CustomAlgNames []v1.ObjectReference

+ Exclude []catalog.ClassicEstimatorName

+ Include []catalog.ClassicEstimatorName

type ModelClassTrainingSpec

+ SearchSpace *AlgorithmSearchSpaceSpec

Nov 2, 2022

Changes in this version

type ModelClassTrainingSpec

+ RetrainOnFeaturesMetadataChange *bool

+ RetrainOnLabelsDataChange *bool

Nov 2, 2022

Changes in this version

+ type ModelClassBatchPredictionSpec struct

+ Location data.DataLocation

+ Schedule catalog.RunSchedule

+ func (*ModelClassBatchPredictionSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassBatchPredictionSpec) ProtoMessage()

+ func (in *ModelClassBatchPredictionSpec) DeepCopy() *ModelClassBatchPredictionSpec

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

+ func (m *ModelClassBatchPredictionSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassBatchPredictionSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassBatchPredictionSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassBatchPredictionSpec) Reset()

+ func (m *ModelClassBatchPredictionSpec) Size() (n int)

+ func (m *ModelClassBatchPredictionSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassBatchPredictionSpec) XXX_DiscardUnknown()

+ func (m *ModelClassBatchPredictionSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassBatchPredictionSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassBatchPredictionSpec) XXX_Size() int

+ func (m *ModelClassBatchPredictionSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassBatchPredictionSpec) String() string

type ModelClassServingSpec

+ Dashboard *bool

+ MonitoringSchedule catalog.RunSchedule

+ Pipeline []ModelClassStageSpec

+ PredictorTemplateName *string

type ModelClassSpec

+ BatchPrediction ModelClassBatchPredictionSpec

Oct 31, 2022

Changes in this version

type LabelsDataSpec

+ PrimaryKey []string

+ Target *string

Oct 31, 2022

Changes in this version

type ModelClassSpec

+ Labels LabelsDataSpec

Oct 31, 2022

Changes in this version

type ModelClassPredictionSpec

+ func (in *ModelClassPredictionSpec) DeepCopy() *ModelClassPredictionSpec

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

Oct 31, 2022

Changes in this version

type LabelsDataSpec

+ JoinKey []string

+ PredictionTimeColumn string

type ModelClassDataSpec

+ TTL *int32

type ModelClassDeploymentSpec

+ MonitoringSchedule catalog.RunSchedule

+ type ModelClassPredictionSpec struct

+ Location data.DataLocation

+ Schedule catalog.RunSchedule

+ func (*ModelClassPredictionSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassPredictionSpec) ProtoMessage()

+ func (m *ModelClassPredictionSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassPredictionSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassPredictionSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassPredictionSpec) Reset()

+ func (m *ModelClassPredictionSpec) Size() (n int)

+ func (m *ModelClassPredictionSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassPredictionSpec) XXX_DiscardUnknown()

+ func (m *ModelClassPredictionSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassPredictionSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassPredictionSpec) XXX_Size() int

+ func (m *ModelClassPredictionSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassPredictionSpec) String() string

type ModelClassSpec

+ Prediction ModelClassPredictionSpec

+ ReportSchedule catalog.RunSchedule

type ModelClassTrainingSpec

+ PromotionPolicy catalog.PromotionType

+ TrainingSchedule catalog.RunSchedule

Oct 30, 2022

Changes in this version

type LabelsDataSpec

+ func (in *LabelsDataSpec) DeepCopy() *LabelsDataSpec

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

Oct 30, 2022

Changes in this version

+ type LabelsDataSpec struct

+ Location data.DataLocation

+ Schema data.Schema

+ func (*LabelsDataSpec) Descriptor() ([]byte, []int)

+ func (*LabelsDataSpec) ProtoMessage()

+ func (m *LabelsDataSpec) Marshal() (dAtA []byte, err error)

+ func (m *LabelsDataSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *LabelsDataSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *LabelsDataSpec) Reset()

+ func (m *LabelsDataSpec) Size() (n int)

+ func (m *LabelsDataSpec) Unmarshal(dAtA []byte) error

+ func (m *LabelsDataSpec) XXX_DiscardUnknown()

+ func (m *LabelsDataSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *LabelsDataSpec) XXX_Merge(src proto.Message)

+ func (m *LabelsDataSpec) XXX_Size() int

+ func (m *LabelsDataSpec) XXX_Unmarshal(b []byte) error

+ func (this *LabelsDataSpec) String() string

Oct 30, 2022

Changes in this version

type ModelClassDataSpec

+ ArtifactLocation data.DataLocation

+ Labels data.DataLocation

+ TrainingPK []string

Oct 28, 2022

Changes in this version

+ const ReasonCreatingTrainingSet

type ModelClass

+ func (mclass *ModelClass) IsTrainingSetCreated() bool

+ func (mclass *ModelClass) StudyName() string

type ModelClassConditionType

+ const ModelClassCreatedTrainingSet

Oct 28, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

+ func (mclass *ModelClass) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

Oct 28, 2022

Changes in this version

type PromotionStatus

+ func (in *PromotionStatus) DeepCopy() *PromotionStatus

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

Oct 28, 2022

Changes in this version

type ModelClassDeploymentSpec

+ PredictorTemplateName *string

type ModelClassStatus

+ LastTrainingSet data.DataLocation

+ LastestModel string

+ LastestStudy string

+ PromotionStatus PromotionStatus

+ TrainingStatus catalog.RunScheduleStatus

+ type PromotionStatus struct

+ ApprovedBy v1.ObjectReference

+ Auto *bool

+ PromotedAt *metav1.Time

+ func (*PromotionStatus) Descriptor() ([]byte, []int)

+ func (*PromotionStatus) ProtoMessage()

+ func (m *PromotionStatus) Marshal() (dAtA []byte, err error)

+ func (m *PromotionStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *PromotionStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *PromotionStatus) Reset()

+ func (m *PromotionStatus) Size() (n int)

+ func (m *PromotionStatus) Unmarshal(dAtA []byte) error

+ func (m *PromotionStatus) XXX_DiscardUnknown()

+ func (m *PromotionStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *PromotionStatus) XXX_Merge(src proto.Message)

+ func (m *PromotionStatus) XXX_Size() int

+ func (m *PromotionStatus) XXX_Unmarshal(b []byte) error

+ func (this *PromotionStatus) String() string

Oct 27, 2022

Changes in this version

type ModelClassTrainingSpec

+ StudyTemplateName string

Oct 26, 2022

Changes in this version

type ModelClass

+ func (mclass *ModelClass) MarkCreatedTrainingSet()

+ func (mclass *ModelClass) MarkCreatingTrainingSet()

+ func (mclass *ModelClass) MarkCreatingTrainingSetFailed(err string)

+ func (mclass *ModelClass) MarkDeploymentFailed(err string)

+ func (mclass *ModelClass) MarkTrainingFailed(err string)

type ModelClassPhase

+ const ModelClassPhaseFailedToDeploy

+ const ModelClassPhasePreparingTrainingDatasetFailed

+ const ModelClassPhaseTrainingFailed

Oct 26, 2022

Changes in this version

+ const ReasonGeneratedOnlineDataset

+ const ReasonGeneratingOnlineDataset

type ModelClassStatus

+ LastOnlineTablesGenerated *metav1.Time

+ LastSync *metav1.Time

+ LastTrained *metav1.Time

+ LastTrainingDatasetGenerated *metav1.Time

Oct 26, 2022

Changes in this version

+ const ReasonDeploying

+ const ReasonSyncing

type ModelClass

+ func (mclass *ModelClass) MarkDeployed()

+ func (mclass *ModelClass) MarkDeploying()

+ func (mclass *ModelClass) MarkDrifted()

+ func (mclass *ModelClass) MarkSynced()

+ func (mclass *ModelClass) MarkSynching()

+ func (mclass *ModelClass) MarkTrained()

+ func (mclass *ModelClass) MarkTraining()

type ModelClassConditionType

+ const ModelClassDeployed

+ const ModelClassDrifted

+ const ModelClassSynced

+ const ModelClassTrained

type ModelClassDataSpec

+ SyncSchedule catalog.RunSchedule

type ModelClassPhase

+ const ModelClassPhaseDeployed

+ const ModelClassPhaseDeploying

+ const ModelClassPhaseDrifted

+ const ModelClassPhaseFailed

+ const ModelClassPhasePending

+ const ModelClassPhasePreparingTrainingDataset

+ const ModelClassPhaseSynced

+ const ModelClassPhaseSyncing

+ const ModelClassPhaseTrained

+ const ModelClassPhaseTraining

type ModelClassStatus

+ Phase ModelClassPhase

+ SyncSchedule catalog.RunScheduleStatus

+ TrainingSchedule catalog.RunScheduleStatus

Oct 26, 2022

Changes in this version

type ModelClassStatus

+ LastOnlineTrainingSet data.DataLocation

Oct 22, 2022

Changes in this version

+ type EntityRef struct

+ Exclude []string

+ Name string

+ func (*EntityRef) Descriptor() ([]byte, []int)

+ func (*EntityRef) ProtoMessage()

+ func (in *EntityRef) DeepCopy() *EntityRef

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

+ func (m *EntityRef) Marshal() (dAtA []byte, err error)

+ func (m *EntityRef) MarshalTo(dAtA []byte) (int, error)

+ func (m *EntityRef) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EntityRef) Reset()

+ func (m *EntityRef) Size() (n int)

+ func (m *EntityRef) Unmarshal(dAtA []byte) error

+ func (m *EntityRef) XXX_DiscardUnknown()

+ func (m *EntityRef) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EntityRef) XXX_Merge(src proto.Message)

+ func (m *EntityRef) XXX_Size() int

+ func (m *EntityRef) XXX_Unmarshal(b []byte) error

+ func (this *EntityRef) String() string

type ModelClassDataSpec

+ Entities []EntityRef

+ Target *string

type ModelClassDeploymentSpec

+ PredictionLocation data.DataLocation

Oct 21, 2022

Changes in this version

type ModelClassDataSpec

+ Groups []FeatureGroupRef

type ModelClassDeploymentSpec

+ BatchPredictAt catalog.RunSchedule

+ MonitorDriftAt catalog.RunSchedule

type ModelClassSpec

+ ReportAt catalog.RunSchedule

type ModelClassTrainingSpec

+ RetrainAt catalog.RunSchedule

+ RetrainOnDrift *bool

Oct 21, 2022

Changes in this version

+ type FeaturesSpec struct

+ Data *data.DataLocation

+ Groups []FeatureGroupRef

+ func (*FeaturesSpec) Descriptor() ([]byte, []int)

+ func (*FeaturesSpec) ProtoMessage()

+ func (in *FeaturesSpec) DeepCopy() *FeaturesSpec

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

+ func (m *FeaturesSpec) Marshal() (dAtA []byte, err error)

+ func (m *FeaturesSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *FeaturesSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *FeaturesSpec) Reset()

+ func (m *FeaturesSpec) Size() (n int)

+ func (m *FeaturesSpec) Unmarshal(dAtA []byte) error

+ func (m *FeaturesSpec) XXX_DiscardUnknown()

+ func (m *FeaturesSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *FeaturesSpec) XXX_Merge(src proto.Message)

+ func (m *FeaturesSpec) XXX_Size() int

+ func (m *FeaturesSpec) XXX_Unmarshal(b []byte) error

+ func (this *FeaturesSpec) String() string

Oct 21, 2022

Changes in this version

+ type FeatureGroupRef struct

+ Exclude []string

+ Include []string

+ Name string

+ func (*FeatureGroupRef) Descriptor() ([]byte, []int)

+ func (*FeatureGroupRef) ProtoMessage()

+ func (in *FeatureGroupRef) DeepCopy() *FeatureGroupRef

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

+ func (m *FeatureGroupRef) Marshal() (dAtA []byte, err error)

+ func (m *FeatureGroupRef) MarshalTo(dAtA []byte) (int, error)

+ func (m *FeatureGroupRef) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *FeatureGroupRef) Reset()

+ func (m *FeatureGroupRef) Size() (n int)

+ func (m *FeatureGroupRef) Unmarshal(dAtA []byte) error

+ func (m *FeatureGroupRef) XXX_DiscardUnknown()

+ func (m *FeatureGroupRef) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *FeatureGroupRef) XXX_Merge(src proto.Message)

+ func (m *FeatureGroupRef) XXX_Size() int

+ func (m *FeatureGroupRef) XXX_Unmarshal(b []byte) error

+ func (this *FeatureGroupRef) String() string

Oct 20, 2022

Changes in this version

type FeatureEngineeringSearchSpec

+ FSelection FeatureSelectionSpec

type FeatureSelectionSpec

+ VarThreshold *int32

Oct 20, 2022

Changes in this version

+ type FeatureServiceSpec struct

+ Views []FeatureViewRef

+ func (*FeatureServiceSpec) Descriptor() ([]byte, []int)

+ func (*FeatureServiceSpec) ProtoMessage()

+ func (in *FeatureServiceSpec) DeepCopy() *FeatureServiceSpec

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

+ func (m *FeatureServiceSpec) Marshal() (dAtA []byte, err error)

+ func (m *FeatureServiceSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *FeatureServiceSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *FeatureServiceSpec) Reset()

+ func (m *FeatureServiceSpec) Size() (n int)

+ func (m *FeatureServiceSpec) Unmarshal(dAtA []byte) error

+ func (m *FeatureServiceSpec) XXX_DiscardUnknown()

+ func (m *FeatureServiceSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *FeatureServiceSpec) XXX_Merge(src proto.Message)

+ func (m *FeatureServiceSpec) XXX_Size() int

+ func (m *FeatureServiceSpec) XXX_Unmarshal(b []byte) error

+ func (this *FeatureServiceSpec) String() string

+ type FeatureViewRef struct

+ Exclude []string

+ Include []string

+ Name string

+ func (*FeatureViewRef) Descriptor() ([]byte, []int)

+ func (*FeatureViewRef) ProtoMessage()

+ func (in *FeatureViewRef) DeepCopy() *FeatureViewRef

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

+ func (m *FeatureViewRef) Marshal() (dAtA []byte, err error)

+ func (m *FeatureViewRef) MarshalTo(dAtA []byte) (int, error)

+ func (m *FeatureViewRef) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *FeatureViewRef) Reset()

+ func (m *FeatureViewRef) Size() (n int)

+ func (m *FeatureViewRef) Unmarshal(dAtA []byte) error

+ func (m *FeatureViewRef) XXX_DiscardUnknown()

+ func (m *FeatureViewRef) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *FeatureViewRef) XXX_Merge(src proto.Message)

+ func (m *FeatureViewRef) XXX_Size() int

+ func (m *FeatureViewRef) XXX_Unmarshal(b []byte) error

+ func (this *FeatureViewRef) String() string

type StudySpec

+ FESearch FeatureEngineeringSearchSpec

Oct 18, 2022

Changes in this version

type ModelClassDeploymentSpec

+ func (in *ModelClassDeploymentSpec) DeepCopy() *ModelClassDeploymentSpec

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

type ModelClassLabelingSpec

+ func (in *ModelClassLabelingSpec) DeepCopy() *ModelClassLabelingSpec

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

type ModelClassMonitoringSpec

+ func (in *ModelClassMonitoringSpec) DeepCopy() *ModelClassMonitoringSpec

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

type ModelClassRetrainingSpec

+ func (in *ModelClassRetrainingSpec) DeepCopy() *ModelClassRetrainingSpec

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

type ModelClassStageSpec

+ func (in *ModelClassStageSpec) DeepCopy() *ModelClassStageSpec

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

type ModelStageStatus

+ func (in *ModelStageStatus) DeepCopy() *ModelStageStatus

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

+ func (this *ModelStageStatus) IsCompleted() bool

+ func (this *ModelStageStatus) IsFailed() bool

+ func (this *ModelStageStatus) IsRunning() bool

+ func (this *ModelStageStatus) MarkApprove(name string)

+ func (this *ModelStageStatus) MarkCompleted()

+ func (this *ModelStageStatus) MarkDeny(name string)

+ func (this *ModelStageStatus) MarkFailed(err error)

+ func (this *ModelStageStatus) MarkRunning()

+ func (this *ModelStageStatus) RecordFailed()

Oct 18, 2022

Changes in this version

+ type ModelClassDeploymentSpec struct

+ Access catalog.AccessSpec

+ Dashboard *bool

+ Online *bool

+ Pipeline []ModelClassStageSpec

+ PredictionSchedule catalog.RunSchedule

+ Replicas *int32

+ ServingSiteRef v1.ObjectReference

+ func (*ModelClassDeploymentSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassDeploymentSpec) ProtoMessage()

+ func (m *ModelClassDeploymentSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassDeploymentSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassDeploymentSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassDeploymentSpec) Reset()

+ func (m *ModelClassDeploymentSpec) Size() (n int)

+ func (m *ModelClassDeploymentSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassDeploymentSpec) XXX_DiscardUnknown()

+ func (m *ModelClassDeploymentSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassDeploymentSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassDeploymentSpec) XXX_Size() int

+ func (m *ModelClassDeploymentSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassDeploymentSpec) String() string

+ type ModelClassLabelingSpec struct

+ Schedule catalog.RunSchedule

+ func (*ModelClassLabelingSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassLabelingSpec) ProtoMessage()

+ func (m *ModelClassLabelingSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassLabelingSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassLabelingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassLabelingSpec) Reset()

+ func (m *ModelClassLabelingSpec) Size() (n int)

+ func (m *ModelClassLabelingSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassLabelingSpec) XXX_DiscardUnknown()

+ func (m *ModelClassLabelingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassLabelingSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassLabelingSpec) XXX_Size() int

+ func (m *ModelClassLabelingSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassLabelingSpec) String() string

+ type ModelClassMonitoringSpec struct

+ Drift *bool

+ Schedule catalog.RunSchedule

+ func (*ModelClassMonitoringSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassMonitoringSpec) ProtoMessage()

+ func (m *ModelClassMonitoringSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassMonitoringSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassMonitoringSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassMonitoringSpec) Reset()

+ func (m *ModelClassMonitoringSpec) Size() (n int)

+ func (m *ModelClassMonitoringSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassMonitoringSpec) XXX_DiscardUnknown()

+ func (m *ModelClassMonitoringSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassMonitoringSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassMonitoringSpec) XXX_Size() int

+ func (m *ModelClassMonitoringSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassMonitoringSpec) String() string

+ type ModelClassRetrainingSpec struct

+ Drift *bool

+ Schedule catalog.RunSchedule

+ func (*ModelClassRetrainingSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassRetrainingSpec) ProtoMessage()

+ func (m *ModelClassRetrainingSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassRetrainingSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassRetrainingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassRetrainingSpec) Reset()

+ func (m *ModelClassRetrainingSpec) Size() (n int)

+ func (m *ModelClassRetrainingSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassRetrainingSpec) XXX_DiscardUnknown()

+ func (m *ModelClassRetrainingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassRetrainingSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassRetrainingSpec) XXX_Size() int

+ func (m *ModelClassRetrainingSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassRetrainingSpec) String() string

type ModelClassSpec

+ Deployment ModelClassDeploymentSpec

+ Labeling ModelClassMonitoringSpec

+ Monitoring ModelClassMonitoringSpec

+ Report catalog.RunSchedule

+ Retraining ModelClassRetrainingSpec

+ type ModelClassStageSpec struct

+ Name string

+ Resources *catalog.ResourceSpec

+ ServingSiteRef *v1.ObjectReference

+ Tests catalog.TestSuite

+ func (*ModelClassStageSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassStageSpec) ProtoMessage()

+ func (m *ModelClassStageSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassStageSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassStageSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassStageSpec) Reset()

+ func (m *ModelClassStageSpec) Size() (n int)

+ func (m *ModelClassStageSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassStageSpec) XXX_DiscardUnknown()

+ func (m *ModelClassStageSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassStageSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassStageSpec) XXX_Size() int

+ func (m *ModelClassStageSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassStageSpec) String() string

+ type ModelStageStatus struct

+ Approved bool

+ ApprovedAt *metav1.Time

+ ApprovedBy string

+ EndTime *metav1.Time

+ Error string

+ Phase StageStatusPhase

+ StartTime *metav1.Time

+ UnitTestsResult catalog.TestSuiteResult

+ func (*ModelStageStatus) Descriptor() ([]byte, []int)

+ func (*ModelStageStatus) ProtoMessage()

+ func (m *ModelStageStatus) Marshal() (dAtA []byte, err error)

+ func (m *ModelStageStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelStageStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelStageStatus) Reset()

+ func (m *ModelStageStatus) Size() (n int)

+ func (m *ModelStageStatus) Unmarshal(dAtA []byte) error

+ func (m *ModelStageStatus) XXX_DiscardUnknown()

+ func (m *ModelStageStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelStageStatus) XXX_Merge(src proto.Message)

+ func (m *ModelStageStatus) XXX_Size() int

+ func (m *ModelStageStatus) XXX_Unmarshal(b []byte) error

+ func (this *ModelStageStatus) String() string

type ModelStatus

+ Stages []ModelStageStatus

Oct 17, 2022

Changes in this version

type ModelClassDataSpec

+ func (in *ModelClassDataSpec) DeepCopy() *ModelClassDataSpec

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

type ModelClassServingSpec

+ func (in *ModelClassServingSpec) DeepCopy() *ModelClassServingSpec

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

type ModelClassTrainingSpec

+ func (in *ModelClassTrainingSpec) DeepCopy() *ModelClassTrainingSpec

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

Oct 17, 2022

Changes in this version

+ type ModelClassDataSpec struct

+ Location data.DataLocation

+ func (*ModelClassDataSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassDataSpec) ProtoMessage()

+ func (m *ModelClassDataSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassDataSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassDataSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassDataSpec) Reset()

+ func (m *ModelClassDataSpec) Size() (n int)

+ func (m *ModelClassDataSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassDataSpec) XXX_DiscardUnknown()

+ func (m *ModelClassDataSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassDataSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassDataSpec) XXX_Size() int

+ func (m *ModelClassDataSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassDataSpec) String() string

+ type ModelClassServingSpec struct

+ Access catalog.AccessSpec

+ Online *bool

+ Replicas *int32

+ Schedule catalog.RunSchedule

+ ServingSiteRef v1.ObjectReference

+ func (*ModelClassServingSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassServingSpec) ProtoMessage()

+ func (m *ModelClassServingSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassServingSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassServingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassServingSpec) Reset()

+ func (m *ModelClassServingSpec) Size() (n int)

+ func (m *ModelClassServingSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassServingSpec) XXX_DiscardUnknown()

+ func (m *ModelClassServingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassServingSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassServingSpec) XXX_Size() int

+ func (m *ModelClassServingSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassServingSpec) String() string

type ModelClassSpec

+ Data ModelClassDataSpec

+ Serving ModelClassServingSpec

+ Training ModelClassTrainingSpec

+ type ModelClassTrainingSpec struct

+ LabRef v1.ObjectReference

+ ModelImage ModelImageSpec

+ ModelUnitTests catalog.TestSuite

+ Promotion catalog.PromotionType

+ Schedule catalog.RunSchedule

+ Study StudySpec

+ func (*ModelClassTrainingSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassTrainingSpec) ProtoMessage()

+ func (m *ModelClassTrainingSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassTrainingSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassTrainingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassTrainingSpec) Reset()

+ func (m *ModelClassTrainingSpec) Size() (n int)

+ func (m *ModelClassTrainingSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassTrainingSpec) XXX_DiscardUnknown()

+ func (m *ModelClassTrainingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassTrainingSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassTrainingSpec) XXX_Size() int

+ func (m *ModelClassTrainingSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassTrainingSpec) String() string

type ModelPipelineSpec

+ ModelClassName *string

type ModelSpec

+ ModelClassName *string

type ReportSpec

+ ModelClassName *string

type StudySpec

+ ModelClassName *string

Oct 16, 2022

Changes in this version

type ModelClass

+ func (mc *ModelClass) SetupWebhookWithManager(mgr ctrl.Manager) error

Oct 16, 2022

Changes in this version

type ModelClass

+ func ParseModelClassYaml(content []byte) (*ModelClass, error)

+ func (in *ModelClass) IsFailed() bool

+ func (r *ModelClass) MarkArchived()

+ func (run *ModelClass) AddFinalizer()

+ func (run *ModelClass) Age() string

+ func (run *ModelClass) CreateOrUpdateCond(cond ModelClassCondition)

+ func (run *ModelClass) GetCond(t ModelClassConditionType) ModelClassCondition

+ func (run *ModelClass) GetCondIdx(t ModelClassConditionType) int

+ func (run *ModelClass) HasFinalizer() bool

+ func (run *ModelClass) IsMarkedForDeletion() bool

+ func (run *ModelClass) IsReady() bool

+ func (run *ModelClass) JobName() string

+ func (run *ModelClass) Key() string

+ func (run *ModelClass) RemoveFinalizer()

type ModelClassConditionType

+ const ModelClassReady

Oct 16, 2022

Changes in this version

type GroupModelLocationsSpec

+ func (in *GroupModelLocationsSpec) DeepCopy() *GroupModelLocationsSpec

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

type GroupSplitLocationsSpec

+ func (in *GroupSplitLocationsSpec) DeepCopy() *GroupSplitLocationsSpec

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

type ModelClass

+ func (in *ModelClass) DeepCopy() *ModelClass

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

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

type ModelClassCondition

+ func (in *ModelClassCondition) DeepCopy() *ModelClassCondition

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

type ModelClassList

+ func (in *ModelClassList) DeepCopy() *ModelClassList

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

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

type ModelClassSpec

+ func (in *ModelClassSpec) DeepCopy() *ModelClassSpec

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

type ModelClassStatus

+ func (in *ModelClassStatus) DeepCopy() *ModelClassStatus

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

Oct 16, 2022

Changes in this version

type GarbageCollectionSpec

+ CollectAtModelClassEnd *bool

+ type ModelClass struct

+ Spec ModelClassSpec

+ Status ModelClassStatus

+ func (*ModelClass) Descriptor() ([]byte, []int)

+ func (*ModelClass) ProtoMessage()

+ func (m *ModelClass) Marshal() (dAtA []byte, err error)

+ func (m *ModelClass) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClass) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClass) Reset()

+ func (m *ModelClass) Size() (n int)

+ func (m *ModelClass) Unmarshal(dAtA []byte) error

+ func (m *ModelClass) XXX_DiscardUnknown()

+ func (m *ModelClass) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClass) XXX_Merge(src proto.Message)

+ func (m *ModelClass) XXX_Size() int

+ func (m *ModelClass) XXX_Unmarshal(b []byte) error

+ func (modelclass *ModelClass) Default()

+ func (study *ModelClass) DefaultBaselineEstimator(task catalog.MLTask) catalog.ClassicEstimatorName

+ func (study *ModelClass) DefaultFESearchEstimator(task catalog.MLTask) catalog.ClassicEstimatorName

+ func (study *ModelClass) ValidateCreate() error

+ func (study *ModelClass) ValidateDelete() error

+ func (study *ModelClass) ValidateUpdate(old runtime.Object) error

+ func (this *ModelClass) String() string

+ type ModelClassCondition struct

+ LastTransitionTime *metav1.Time

+ Message string

+ Reason string

+ Status v1.ConditionStatus

+ Type ModelClassConditionType

+ func (*ModelClassCondition) Descriptor() ([]byte, []int)

+ func (*ModelClassCondition) ProtoMessage()

+ func (m *ModelClassCondition) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassCondition) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassCondition) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassCondition) Reset()

+ func (m *ModelClassCondition) Size() (n int)

+ func (m *ModelClassCondition) Unmarshal(dAtA []byte) error

+ func (m *ModelClassCondition) XXX_DiscardUnknown()

+ func (m *ModelClassCondition) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassCondition) XXX_Merge(src proto.Message)

+ func (m *ModelClassCondition) XXX_Size() int

+ func (m *ModelClassCondition) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassCondition) String() string

+ type ModelClassConditionType string

+ const ModelClassAborted

+ const ModelClassArchived

+ const ModelClassBaselined

+ const ModelClassCompleted

+ const ModelClassEnsembleCreated

+ const ModelClassExplained

+ const ModelClassFeatureEngineered

+ const ModelClassInitialized

+ const ModelClassPartitioned

+ const ModelClassPaused

+ const ModelClassProfiled

+ const ModelClassReported

+ const ModelClassSaved

+ const ModelClassSearched

+ const ModelClassSplit

+ const ModelClassTested

+ const ModelClassTransformed

+ const ModelClassTuned

+ const ModelClassUnitTested

+ type ModelClassList struct

+ Items []ModelClass

+ func (*ModelClassList) Descriptor() ([]byte, []int)

+ func (*ModelClassList) ProtoMessage()

+ func (m *ModelClassList) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassList) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassList) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassList) Reset()

+ func (m *ModelClassList) Size() (n int)

+ func (m *ModelClassList) Unmarshal(dAtA []byte) error

+ func (m *ModelClassList) XXX_DiscardUnknown()

+ func (m *ModelClassList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassList) XXX_Merge(src proto.Message)

+ func (m *ModelClassList) XXX_Size() int

+ func (m *ModelClassList) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassList) String() string

+ type ModelClassPhase string

+ const ModelClassPhaseModelPending

+ const ModelClassPhaseSplitting

+ type ModelClassSpec struct

+ Baseline BaselineSpec

+ Compilation catalog.CompilerSpec

+ DatasetName *string

+ Description *string

+ DriftDetector DriftModelSpec

+ Ensembles EnsemblesSpec

+ FctTemplate ForecasterSpec

+ FeatureEngineeringSearch FeatureEngineeringSearchSpec

+ GC GarbageCollectionSpec

+ GroupLocations GroupSplitLocationsSpec

+ ImbalanceHandler ImbalanceHandlingSpec

+ Interpretability InterpretabilitySpec

+ LabRef v1.ObjectReference

+ Location data.DataLocation

+ ModelImage ModelImageSpec

+ Notification catalog.NotificationSpec

+ Owner *string

+ Schedule StudyScheduleSpec

+ Search SearchSpec

+ ServingTemplate ServingSpec

+ SubTask *catalog.MLSubtask

+ TTL *int32

+ Task *catalog.MLTask

+ TrainingTemplate TrainingSpec

+ UnitTestsTemplate catalog.TestSuite

+ VersionName *string

+ func (*ModelClassSpec) Descriptor() ([]byte, []int)

+ func (*ModelClassSpec) ProtoMessage()

+ func (m *ModelClassSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassSpec) Reset()

+ func (m *ModelClassSpec) Size() (n int)

+ func (m *ModelClassSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelClassSpec) XXX_DiscardUnknown()

+ func (m *ModelClassSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassSpec) XXX_Merge(src proto.Message)

+ func (m *ModelClassSpec) XXX_Size() int

+ func (m *ModelClassSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassSpec) String() string

+ type ModelClassStatus struct

+ BestFE *FeatureEngineeringSpec

+ Conditions []ModelClassCondition

+ FailureMessage *string

+ FailureReason *catalog.StatusError

+ LastModelID *int64

+ LastUpdated *metav1.Time

+ Models int32

+ ObservedGeneration int64

+ func (*ModelClassStatus) Descriptor() ([]byte, []int)

+ func (*ModelClassStatus) ProtoMessage()

+ func (m *ModelClassStatus) Marshal() (dAtA []byte, err error)

+ func (m *ModelClassStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelClassStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelClassStatus) Reset()

+ func (m *ModelClassStatus) Size() (n int)

+ func (m *ModelClassStatus) Unmarshal(dAtA []byte) error

+ func (m *ModelClassStatus) XXX_DiscardUnknown()

+ func (m *ModelClassStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelClassStatus) XXX_Merge(src proto.Message)

+ func (m *ModelClassStatus) XXX_Size() int

+ func (m *ModelClassStatus) XXX_Unmarshal(b []byte) error

+ func (this *ModelClassStatus) String() string

type Study

+ func (study *Study) DefaultObjective(task catalog.MLTask) catalog.Metric

Oct 14, 2022

Changes in this version

type ForecasterSpec

+ HTS *catalog.HTS

Oct 12, 2022

Changes in this version

type ForecasterSpec

+ Estimators []catalog.ClassicEstimatorName

Oct 6, 2022

Changes in this version

type GroupModelLocationsSpec

+ GroupModelFile *string

+ GroupModelFolder *string

type Model

+ func (model *Model) GroupModelFile() string

Oct 5, 2022

Changes in this version

type ModelGroupByStatus

+ ForecastsURI string

Oct 4, 2022

Changes in this version

+ type GroupModelLocationsSpec struct

+ GroupFolder *string

+ GroupForecastFile *string

+ GroupProfileFolder *string

+ GroupReportFile *string

+ func (*GroupModelLocationsSpec) Descriptor() ([]byte, []int)

+ func (*GroupModelLocationsSpec) ProtoMessage()

+ func (m *GroupModelLocationsSpec) Marshal() (dAtA []byte, err error)

+ func (m *GroupModelLocationsSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *GroupModelLocationsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *GroupModelLocationsSpec) Reset()

+ func (m *GroupModelLocationsSpec) Size() (n int)

+ func (m *GroupModelLocationsSpec) Unmarshal(dAtA []byte) error

+ func (m *GroupModelLocationsSpec) XXX_DiscardUnknown()

+ func (m *GroupModelLocationsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *GroupModelLocationsSpec) XXX_Merge(src proto.Message)

+ func (m *GroupModelLocationsSpec) XXX_Size() int

+ func (m *GroupModelLocationsSpec) XXX_Unmarshal(b []byte) error

+ func (this *GroupModelLocationsSpec) String() string

+ type GroupSplitLocationsSpec struct

+ GroupTestingFile *string

+ GroupTrainingFile *string

+ func (*GroupSplitLocationsSpec) Descriptor() ([]byte, []int)

+ func (*GroupSplitLocationsSpec) ProtoMessage()

+ func (m *GroupSplitLocationsSpec) Marshal() (dAtA []byte, err error)

+ func (m *GroupSplitLocationsSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *GroupSplitLocationsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *GroupSplitLocationsSpec) Reset()

+ func (m *GroupSplitLocationsSpec) Size() (n int)

+ func (m *GroupSplitLocationsSpec) Unmarshal(dAtA []byte) error

+ func (m *GroupSplitLocationsSpec) XXX_DiscardUnknown()

+ func (m *GroupSplitLocationsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *GroupSplitLocationsSpec) XXX_Merge(src proto.Message)

+ func (m *GroupSplitLocationsSpec) XXX_Size() int

+ func (m *GroupSplitLocationsSpec) XXX_Unmarshal(b []byte) error

+ func (this *GroupSplitLocationsSpec) String() string

type Model

+ func (model *Model) GroupModelForecastFile() string

+ func (model *Model) GroupModelReportFile() string

type ModelSpec

+ GroupLocations GroupModelLocationsSpec

type Study

+ func (study *Study) GroupTestFile(key []string) string

+ func (study *Study) GroupTrainFile(key []string) string

type StudySpec

+ GroupLocations GroupSplitLocationsSpec

Oct 4, 2022

Changes in this version

type Model

+ func (model *Model) GroupFolder() string

+ func (model *Model) GroupModelFolder() string

+ func (model *Model) GroupModelForecast() string

+ func (model *Model) GroupModelProfileFolder() string

+ func (model *Model) GroupModelReport() string

type Study

+ func (study *Study) GroupDataFolder(key []string) string

+ func (study *Study) GroupFolder(key []string) string

+ func (study *Study) GroupTestData(key []string) string

+ func (study *Study) GroupTrainData(key []string) string

Oct 3, 2022

Changes in this version

type ReportType

+ const GroupDatasetReport

+ const GroupModelReport

Oct 3, 2022

Changes in this version

+ const ReasonMerged

+ const ReasonMerging

type Model

+ func (model *Model) MarkFailedToMerge(err string)

+ func (model *Model) MarkMerged()

+ func (model *Model) MarkMerging()

+ func (model *Model) Merged() bool

+ func (model *Model) Merging() bool

+ func (model *Model) MerginingFailed() bool

type ModelConditionType

+ const ModelMerged

type ModelPhase

+ const ModelPhaseMerged

+ const ModelPhaseMerging

Oct 3, 2022

Changes in this version

type Report

+ func (report *Report) IndexFileKey() string

+ func (report *Report) TaskIndexFileKey(task string) string

+ func (report *Report) WorkerIndexFileKey(workerIndex int, task string) string

Oct 3, 2022

Changes in this version

type ModelStatus

+ GroupBy ModelGroupByStatus

+ type ReportGroupByStatus struct

+ ReportsURI string

+ WorkerResults []catalog.WorkerRunResult

+ func (*ReportGroupByStatus) Descriptor() ([]byte, []int)

+ func (*ReportGroupByStatus) ProtoMessage()

+ func (in *ReportGroupByStatus) DeepCopy() *ReportGroupByStatus

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

+ func (m *ReportGroupByStatus) Marshal() (dAtA []byte, err error)

+ func (m *ReportGroupByStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ReportGroupByStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ReportGroupByStatus) Reset()

+ func (m *ReportGroupByStatus) Size() (n int)

+ func (m *ReportGroupByStatus) Unmarshal(dAtA []byte) error

+ func (m *ReportGroupByStatus) XXX_DiscardUnknown()

+ func (m *ReportGroupByStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ReportGroupByStatus) XXX_Merge(src proto.Message)

+ func (m *ReportGroupByStatus) XXX_Size() int

+ func (m *ReportGroupByStatus) XXX_Unmarshal(b []byte) error

+ func (this *ReportGroupByStatus) String() string

type ReportStatus

+ GroupBy ReportGroupByStatus

type StudyStatus

+ Groupby StudyGroupByStatus

Oct 1, 2022

Changes in this version

type Model

+ func (model *Model) TaskIndexFileKey(task string) string

type Study

+ func (study *Study) TaskIndexFileKey(task string) string

Oct 1, 2022

Changes in this version

type Model

+ func (model *Model) WorkerIndexFileKey(workerIndex int, task string) string

type Study

+ func (study *Study) WorkerIndexFileKey(workerIndex int, task string) string

Oct 1, 2022

Changes in this version

type Model

+ func (model *Model) IndexFileKey() string

type Study

+ func (study *Study) IndexFileKey() string

Sep 29, 2022

Changes in this version

type ModelStatus

+ GroupByStatus ModelGroupByStatus

Sep 29, 2022

Changes in this version

type StudyGroupByStatus

+ func (in *StudyGroupByStatus) DeepCopy() *StudyGroupByStatus

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

Sep 29, 2022

Changes in this version

+ type StudyGroupByStatus struct

+ StudiesURI string

+ WorkerResults []catalog.WorkerRunResult

+ func (*StudyGroupByStatus) Descriptor() ([]byte, []int)

+ func (*StudyGroupByStatus) ProtoMessage()

+ func (m *StudyGroupByStatus) Marshal() (dAtA []byte, err error)

+ func (m *StudyGroupByStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *StudyGroupByStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StudyGroupByStatus) Reset()

+ func (m *StudyGroupByStatus) Size() (n int)

+ func (m *StudyGroupByStatus) Unmarshal(dAtA []byte) error

+ func (m *StudyGroupByStatus) XXX_DiscardUnknown()

+ func (m *StudyGroupByStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StudyGroupByStatus) XXX_Merge(src proto.Message)

+ func (m *StudyGroupByStatus) XXX_Size() int

+ func (m *StudyGroupByStatus) XXX_Unmarshal(b []byte) error

+ func (this *StudyGroupByStatus) String() string

type StudyStatus

+ GroupStatus StudyGroupByStatus

Sep 26, 2022

Changes in this version

type ModelGroupByStatus

+ WorkerResults map[int32]string

Sep 20, 2022

Changes in this version

type ModelGroupByStatus

+ func (in *ModelGroupByStatus) DeepCopy() *ModelGroupByStatus

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

Sep 20, 2022

Changes in this version

+ type ModelGroupByStatus struct

+ ModelsURI string

+ ProfilesURI string

+ ReportsURI string

+ func (*ModelGroupByStatus) Descriptor() ([]byte, []int)

+ func (*ModelGroupByStatus) ProtoMessage()

+ func (m *ModelGroupByStatus) Marshal() (dAtA []byte, err error)

+ func (m *ModelGroupByStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelGroupByStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelGroupByStatus) Reset()

+ func (m *ModelGroupByStatus) Size() (n int)

+ func (m *ModelGroupByStatus) Unmarshal(dAtA []byte) error

+ func (m *ModelGroupByStatus) XXX_DiscardUnknown()

+ func (m *ModelGroupByStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelGroupByStatus) XXX_Merge(src proto.Message)

+ func (m *ModelGroupByStatus) XXX_Size() int

+ func (m *ModelGroupByStatus) XXX_Unmarshal(b []byte) error

+ func (this *ModelGroupByStatus) String() string

Sep 18, 2022

Changes in this version

type ForecasterSpec

+ Groups []string

Sep 16, 2022

Changes in this version

type ForecasterSpec

+ Key []string

type ReportSpec

+ Key []string

Sep 16, 2022

Changes in this version

type Model

+ func (model Model) IsGroup() bool

type Report

+ func (report *Report) IsGroup() bool

type Study

+ func (study *Study) IsGroup() bool

Sep 14, 2022

Changes in this version

type ForecasterSpec

+ Coverage *float64

Sep 14, 2022

Changes in this version

type ForecasterSpec

+ Growth GrowthMode

+ Seasonality SeasonalitySpec

type GrowthMode

+ const None

+ type SeasonalityPeriodSpec struct

+ Auto *bool

+ Enabled *bool

+ FourierOrder *int32

+ func (*SeasonalityPeriodSpec) Descriptor() ([]byte, []int)

+ func (*SeasonalityPeriodSpec) ProtoMessage()

+ func (in *SeasonalityPeriodSpec) DeepCopy() *SeasonalityPeriodSpec

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

+ func (m *SeasonalityPeriodSpec) Marshal() (dAtA []byte, err error)

+ func (m *SeasonalityPeriodSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *SeasonalityPeriodSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *SeasonalityPeriodSpec) Reset()

+ func (m *SeasonalityPeriodSpec) Size() (n int)

+ func (m *SeasonalityPeriodSpec) Unmarshal(dAtA []byte) error

+ func (m *SeasonalityPeriodSpec) XXX_DiscardUnknown()

+ func (m *SeasonalityPeriodSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *SeasonalityPeriodSpec) XXX_Merge(src proto.Message)

+ func (m *SeasonalityPeriodSpec) XXX_Size() int

+ func (m *SeasonalityPeriodSpec) XXX_Unmarshal(b []byte) error

+ func (this *SeasonalityPeriodSpec) String() string

type SeasonalitySpec

+ Auto *bool

+ Daily *SeasonalityPeriodSpec

+ Monthly *SeasonalityPeriodSpec

+ Quarterly *SeasonalityPeriodSpec

+ Weekly *SeasonalityPeriodSpec

+ Yearly *SeasonalityPeriodSpec

Sep 13, 2022

Changes in this version

+ type EvalMetrics struct

+ AggFunc *string

+ AggPeriod *int32

+ NullModelParams *string

+ RelErrTolerance *float64

+ Reporting []catalog.Metric

+ Selection catalog.Metric

+ func (*EvalMetrics) Descriptor() ([]byte, []int)

+ func (*EvalMetrics) ProtoMessage()

+ func (in *EvalMetrics) DeepCopy() *EvalMetrics

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

+ func (m *EvalMetrics) Marshal() (dAtA []byte, err error)

+ func (m *EvalMetrics) MarshalTo(dAtA []byte) (int, error)

+ func (m *EvalMetrics) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EvalMetrics) Reset()

+ func (m *EvalMetrics) Size() (n int)

+ func (m *EvalMetrics) Unmarshal(dAtA []byte) error

+ func (m *EvalMetrics) XXX_DiscardUnknown()

+ func (m *EvalMetrics) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EvalMetrics) XXX_Merge(src proto.Message)

+ func (m *EvalMetrics) XXX_Size() int

+ func (m *EvalMetrics) XXX_Unmarshal(b []byte) error

+ func (this *EvalMetrics) String() string

+ type EvalPeriod struct

+ CvExpandingWindows *bool

+ CvHorizon *int32

+ CvMaxSplits *int32

+ CvMinTrainPeriods *int32

+ CvPeriodsBetweenSplits *int32

+ CvUseMostRecentSplits *bool

+ PeriodsBetweenTrainTest *int32

+ TestHorizon *int32

+ func (*EvalPeriod) Descriptor() ([]byte, []int)

+ func (*EvalPeriod) ProtoMessage()

+ func (in *EvalPeriod) DeepCopy() *EvalPeriod

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

+ func (m *EvalPeriod) Marshal() (dAtA []byte, err error)

+ func (m *EvalPeriod) MarshalTo(dAtA []byte) (int, error)

+ func (m *EvalPeriod) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EvalPeriod) Reset()

+ func (m *EvalPeriod) Size() (n int)

+ func (m *EvalPeriod) Unmarshal(dAtA []byte) error

+ func (m *EvalPeriod) XXX_DiscardUnknown()

+ func (m *EvalPeriod) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EvalPeriod) XXX_Merge(src proto.Message)

+ func (m *EvalPeriod) XXX_Size() int

+ func (m *EvalPeriod) XXX_Unmarshal(b []byte) error

+ func (this *EvalPeriod) String() string

type ForecasterSpec

+ EvalMetrics EvalMetrics

+ EvalPeriod EvalPeriod

type StudySpec

+ FctTemplate ForecasterSpec

Sep 13, 2022

Changes in this version

type EvaluationPeriodSpec

+ func (in *EvaluationPeriodSpec) DeepCopy() *EvaluationPeriodSpec

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

Sep 13, 2022

Changes in this version

+ type EvaluationPeriodSpec struct

+ CvExpandingWindows *bool

+ CvHorizon *int32

+ CvMaxSplits *int32

+ CvMinTrainPeriods *int32

+ CvPeriodsBetweenSplits *int32

+ CvUseMostRecentSplits *bool

+ PeriodsBetweenTrainTest *int32

+ TestHorizon *int32

+ func (*EvaluationPeriodSpec) Descriptor() ([]byte, []int)

+ func (*EvaluationPeriodSpec) ProtoMessage()

+ func (m *EvaluationPeriodSpec) Marshal() (dAtA []byte, err error)

+ func (m *EvaluationPeriodSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *EvaluationPeriodSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EvaluationPeriodSpec) Reset()

+ func (m *EvaluationPeriodSpec) Size() (n int)

+ func (m *EvaluationPeriodSpec) Unmarshal(dAtA []byte) error

+ func (m *EvaluationPeriodSpec) XXX_DiscardUnknown()

+ func (m *EvaluationPeriodSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EvaluationPeriodSpec) XXX_Merge(src proto.Message)

+ func (m *EvaluationPeriodSpec) XXX_Size() int

+ func (m *EvaluationPeriodSpec) XXX_Unmarshal(b []byte) error

+ func (this *EvaluationPeriodSpec) String() string

type ForecasterSpec

+ EvaluationMetrics EvaluationMetricSpec

+ EvaluationPeriod EvaluationPeriodSpec

Sep 12, 2022

Changes in this version

type ReportType

+ const GroupTimeSeriesDatasetReport

+ const GroupTimeSeriesModelReport

Sep 8, 2022

Changes in this version

type Anomaly

+ func (in *Anomaly) DeepCopy() *Anomaly

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

Sep 8, 2022

Changes in this version

+ type Anomaly struct

+ AdjDeltaColumn string

+ End string

+ Name string

+ Start string

+ ValueColumn string

+ func (*Anomaly) Descriptor() ([]byte, []int)

+ func (*Anomaly) ProtoMessage()

+ func (m *Anomaly) Marshal() (dAtA []byte, err error)

+ func (m *Anomaly) MarshalTo(dAtA []byte) (int, error)

+ func (m *Anomaly) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *Anomaly) Reset()

+ func (m *Anomaly) Size() (n int)

+ func (m *Anomaly) Unmarshal(dAtA []byte) error

+ func (m *Anomaly) XXX_DiscardUnknown()

+ func (m *Anomaly) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *Anomaly) XXX_Merge(src proto.Message)

+ func (m *Anomaly) XXX_Size() int

+ func (m *Anomaly) XXX_Unmarshal(b []byte) error

+ func (this *Anomaly) String() string

type EvaluationMetricSpec

+ Reporting []catalog.Metric

+ Selection catalog.Metric

type ForecasterCrossValidationSpec

+ Evaluation EvaluationMetricSpec

type ForecasterSpec

+ Anomalies []Anomaly

Sep 7, 2022

Changes in this version

type TimeSeriesEvent

+ Name string

Sep 6, 2022

Changes in this version

+ type AnomalyItem struct

+ AdjDeltaColumn string

+ End []string

+ Start []string

+ ValueColumn string

+ func (*AnomalyItem) Descriptor() ([]byte, []int)

+ func (*AnomalyItem) ProtoMessage()

+ func (in *AnomalyItem) DeepCopy() *AnomalyItem

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

+ func (m *AnomalyItem) Marshal() (dAtA []byte, err error)

+ func (m *AnomalyItem) MarshalTo(dAtA []byte) (int, error)

+ func (m *AnomalyItem) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *AnomalyItem) Reset()

+ func (m *AnomalyItem) Size() (n int)

+ func (m *AnomalyItem) Unmarshal(dAtA []byte) error

+ func (m *AnomalyItem) XXX_DiscardUnknown()

+ func (m *AnomalyItem) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *AnomalyItem) XXX_Merge(src proto.Message)

+ func (m *AnomalyItem) XXX_Size() int

+ func (m *AnomalyItem) XXX_Unmarshal(b []byte) error

+ func (this *AnomalyItem) String() string

+ type ChangePoint struct

+ func (*ChangePoint) Descriptor() ([]byte, []int)

+ func (*ChangePoint) ProtoMessage()

+ func (in *ChangePoint) DeepCopy() *ChangePoint

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

+ func (m *ChangePoint) Marshal() (dAtA []byte, err error)

+ func (m *ChangePoint) MarshalTo(dAtA []byte) (int, error)

+ func (m *ChangePoint) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ChangePoint) Reset()

+ func (m *ChangePoint) Size() (n int)

+ func (m *ChangePoint) Unmarshal(dAtA []byte) error

+ func (m *ChangePoint) XXX_DiscardUnknown()

+ func (m *ChangePoint) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ChangePoint) XXX_Merge(src proto.Message)

+ func (m *ChangePoint) XXX_Size() int

+ func (m *ChangePoint) XXX_Unmarshal(b []byte) error

+ func (this *ChangePoint) String() string

+ type EvaluationMetricSpec struct

+ AggregateFunction *string

+ AggregatePeriod *int32

+ NullModelParams *string

+ RelativeErrorTolerance *float64

+ func (*EvaluationMetricSpec) Descriptor() ([]byte, []int)

+ func (*EvaluationMetricSpec) ProtoMessage()

+ func (in *EvaluationMetricSpec) DeepCopy() *EvaluationMetricSpec

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

+ func (m *EvaluationMetricSpec) Marshal() (dAtA []byte, err error)

+ func (m *EvaluationMetricSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *EvaluationMetricSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EvaluationMetricSpec) Reset()

+ func (m *EvaluationMetricSpec) Size() (n int)

+ func (m *EvaluationMetricSpec) Unmarshal(dAtA []byte) error

+ func (m *EvaluationMetricSpec) XXX_DiscardUnknown()

+ func (m *EvaluationMetricSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EvaluationMetricSpec) XXX_Merge(src proto.Message)

+ func (m *EvaluationMetricSpec) XXX_Size() int

+ func (m *EvaluationMetricSpec) XXX_Unmarshal(b []byte) error

+ func (this *EvaluationMetricSpec) String() string

+ type ForecasterCrossValidationSpec struct

+ ExpandingWindows *bool

+ Growth GrowthMode

+ Horizon int32

+ MaxSplits int32

+ MinTrainPeriods int32

+ PeriodsBetweenSplits int32

+ PeriodsBetweenTrainTest int32

+ ReportMetrics []catalog.Metric

+ SelectionMetrics catalog.Metric

+ TestHorizon int32

+ UseMostRecentSplits bool

+ func (*ForecasterCrossValidationSpec) Descriptor() ([]byte, []int)

+ func (*ForecasterCrossValidationSpec) ProtoMessage()

+ func (in *ForecasterCrossValidationSpec) DeepCopy() *ForecasterCrossValidationSpec

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

+ func (m *ForecasterCrossValidationSpec) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterCrossValidationSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterCrossValidationSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterCrossValidationSpec) Reset()

+ func (m *ForecasterCrossValidationSpec) Size() (n int)

+ func (m *ForecasterCrossValidationSpec) Unmarshal(dAtA []byte) error

+ func (m *ForecasterCrossValidationSpec) XXX_DiscardUnknown()

+ func (m *ForecasterCrossValidationSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterCrossValidationSpec) XXX_Merge(src proto.Message)

+ func (m *ForecasterCrossValidationSpec) XXX_Size() int

+ func (m *ForecasterCrossValidationSpec) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterCrossValidationSpec) String() string

type ForecasterSpec

+ AnomalyInfo []AnomalyItem

+ Backtest BacktestSpec

+ CV ForecasterCrossValidationSpec

+ DateFormat *string

+ Evaluation EvaluationMetricSpec

+ Events []TimeSeriesEvent

+ Features []catalog.Metric

+ Forecast *bool

+ Freq *catalog.Freq

+ Future WindowSpec

+ HPOBudget *int32

+ LaggedRegressors []string

+ Levels []Level

+ OutputLocation data.DataLocation

+ Past WindowSpec

+ PredefinedTemplate ModelTemplate

+ Regressors []string

+ Seasonalities []PeriodSeasonalitySpec

+ TimeColumn *string

+ TrainEndDate string

+ ValueColumn string

type GrowthMode

+ const Quadratic

+ const Sqr2

type Level

+ Index []string

+ type ModelTemplate string

+ const ModelTemplateAutoArima

+ const ModelTemplateDaily1

+ const ModelTemplateDaily1Config1

+ const ModelTemplateDaily1Config2

+ const ModelTemplateDaily1Config3

+ const ModelTemplateDaily90

+ const ModelTemplateHourly1

+ const ModelTemplateHourly168

+ const ModelTemplateHourly24

+ const ModelTemplateHourly336

+ const ModelTemplateLagBased

+ const ModelTemplateMonthly

+ const ModelTemplateProphet

+ const ModelTemplateSK

+ const ModelTemplateSilverKite

+ const ModelTemplateTwoStage

+ const ModelTemplateWeekly

+ const ModelTemplateWow

type PeriodSeasonalitySpec

+ Freq catalog.Freq

+ type RegressionForecasterSpec struct

+ Date *bool

+ EMA *bool

+ Encoding *catalog.CategoricalEncoding

+ Ensemble *bool

+ Functions []catalog.Metric

+ Imputation *catalog.Imputation

+ Lags []int32

+ Log *bool

+ Reduction ForecastStrategy

+ Scaling *catalog.Scaling

+ Windows []int32

+ func (*RegressionForecasterSpec) Descriptor() ([]byte, []int)

+ func (*RegressionForecasterSpec) ProtoMessage()

+ func (in *RegressionForecasterSpec) DeepCopy() *RegressionForecasterSpec

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

+ func (m *RegressionForecasterSpec) Marshal() (dAtA []byte, err error)

+ func (m *RegressionForecasterSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *RegressionForecasterSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *RegressionForecasterSpec) Reset()

+ func (m *RegressionForecasterSpec) Size() (n int)

+ func (m *RegressionForecasterSpec) Unmarshal(dAtA []byte) error

+ func (m *RegressionForecasterSpec) XXX_DiscardUnknown()

+ func (m *RegressionForecasterSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *RegressionForecasterSpec) XXX_Merge(src proto.Message)

+ func (m *RegressionForecasterSpec) XXX_Size() int

+ func (m *RegressionForecasterSpec) XXX_Unmarshal(b []byte) error

+ func (this *RegressionForecasterSpec) String() string

+ type SeasonalityType string

+ const SeasonalityTypeDaily

+ const SeasonalityTypeHourly

+ const SeasonalityTypeMonthly

+ const SeasonalityTypeWeekly

+ const SeasonalityTypeYearly

type StudySpec

+ ForecasterTemplate ForecasterSpec

+ type TimeSeriesEvent struct

+ Country catalog.HolidayCountry

+ Holiday *bool

+ Method string

+ PostEvent *int32

+ PreEvent *int32

+ TimePoints []string

+ func (*TimeSeriesEvent) Descriptor() ([]byte, []int)

+ func (*TimeSeriesEvent) ProtoMessage()

+ func (in *TimeSeriesEvent) DeepCopy() *TimeSeriesEvent

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

+ func (m *TimeSeriesEvent) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesEvent) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesEvent) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesEvent) Reset()

+ func (m *TimeSeriesEvent) Size() (n int)

+ func (m *TimeSeriesEvent) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesEvent) XXX_DiscardUnknown()

+ func (m *TimeSeriesEvent) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesEvent) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesEvent) XXX_Size() int

+ func (m *TimeSeriesEvent) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesEvent) String() string

+ type UnivariateForecastStatus struct

+ BestEstimator ClassicalEstimatorSpec

+ CVResultURI string

+ ForecastURI string

+ GridSearchResultURI string

+ ModelURI string

+ func (*UnivariateForecastStatus) Descriptor() ([]byte, []int)

+ func (*UnivariateForecastStatus) ProtoMessage()

+ func (in *UnivariateForecastStatus) DeepCopy() *UnivariateForecastStatus

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

+ func (m *UnivariateForecastStatus) Marshal() (dAtA []byte, err error)

+ func (m *UnivariateForecastStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *UnivariateForecastStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *UnivariateForecastStatus) Reset()

+ func (m *UnivariateForecastStatus) Size() (n int)

+ func (m *UnivariateForecastStatus) Unmarshal(dAtA []byte) error

+ func (m *UnivariateForecastStatus) XXX_DiscardUnknown()

+ func (m *UnivariateForecastStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *UnivariateForecastStatus) XXX_Merge(src proto.Message)

+ func (m *UnivariateForecastStatus) XXX_Size() int

+ func (m *UnivariateForecastStatus) XXX_Unmarshal(b []byte) error

+ func (this *UnivariateForecastStatus) String() string

Sep 5, 2022

Changes in this version

+ const ReasonTuned

+ const ReasonTuning

type ForecasterTrainingSpec

+ Hierarchy ModelAggSpec

type Model

+ func (model *Model) MarkFailedToTune(err string)

+ func (model *Model) MarkTuned(ms []catalog.Measurement)

+ func (model *Model) Tuned() bool

+ func (model *Model) Tuning() bool

+ func (model *Model) TuningFailed() bool

+ type ModelAggSpec struct

+ Enabled *bool

+ GroupBy []string

+ func (*ModelAggSpec) Descriptor() ([]byte, []int)

+ func (*ModelAggSpec) ProtoMessage()

+ func (m *ModelAggSpec) Marshal() (dAtA []byte, err error)

+ func (m *ModelAggSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelAggSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelAggSpec) Reset()

+ func (m *ModelAggSpec) Size() (n int)

+ func (m *ModelAggSpec) Unmarshal(dAtA []byte) error

+ func (m *ModelAggSpec) XXX_DiscardUnknown()

+ func (m *ModelAggSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelAggSpec) XXX_Merge(src proto.Message)

+ func (m *ModelAggSpec) XXX_Size() int

+ func (m *ModelAggSpec) XXX_Unmarshal(b []byte) error

+ func (this *ModelAggSpec) String() string

type ModelConditionType

+ const ModelTuned

type ModelPhase

+ const ModelPhaseTuned

+ const ModelPhaseTuning

type ModelSpec

+ Tuned *bool

type ModelStatus

+ SubModelsURI string

+ Tune []catalog.Measurement

+ TuningEndTime *metav1.Time

+ TuningStartTime *metav1.Time

type SearchSpec

+ Tune *bool

type Study

+ func (study *Study) MarkTuned()

+ func (study *Study) MarkTuning()

+ func (study *Study) MarkTuningFailed(err string)

+ func (study *Study) ModelTuned() bool

+ func (study *Study) Tuned() bool

type StudyConditionType

+ const StudyTuned

type StudyPhase

+ const StudyPhaseTuned

+ const StudyPhaseTuning

Sep 3, 2022

Changes in this version

+ const ReasonPredicting

type Model

+ func (model *Model) IsPredicted() bool

+ func (model *Model) MarkPredicted()

+ func (model *Model) MarkPredicting()

type ModelConditionType

+ const ModelPredicted

type ModelPhase

+ const ModelPhasePredicted

+ const ModelPhasePredicting

type ModelSpec

+ Predicted *bool

type ModelStatus

+ PredictedAt *metav1.Time

type Study

+ func (study *Study) MarkTransformFailed(err string)

+ func (study *Study) MarkTransformed()

+ func (study *Study) Transformed() bool

type StudyConditionType

+ const StudyTransformed

type StudyPhase

+ const StudyPhaseTransformed

+ const StudyPhaseTransforming

Sep 1, 2022

Changes in this version

type ForecasterPipelineSpec

+ Reduction ForecastStrategy

type ManyModelsSpec

+ ModelPerTimeSeries *bool

Aug 28, 2022

Changes in this version

type ForecastStrategy

+ const ForecastStrategyDirect

+ const ForecastStrategyNone

+ const ForecastStrategyRecursive

type ForecasterPipelineSpec

+ ReductionStrategy ForecastStrategy

Aug 27, 2022

Changes in this version

type EnsembleForecasterSpec

+ func (in *EnsembleForecasterSpec) DeepCopy() *EnsembleForecasterSpec

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

type ForecasterPipelineSpec

+ func (in *ForecasterPipelineSpec) DeepCopy() *ForecasterPipelineSpec

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

type ForecasterSpec

+ func (in *ForecasterSpec) DeepCopy() *ForecasterSpec

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

type ReducedForecasterSpec

+ func (in *ReducedForecasterSpec) DeepCopy() *ReducedForecasterSpec

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

Aug 27, 2022

Changes in this version

type BacktestSpec

+ InitialSize *int32

+ type EnsembleForecasterSpec struct

+ Base map[string]ForecasterSpec

+ func (*EnsembleForecasterSpec) Descriptor() ([]byte, []int)

+ func (*EnsembleForecasterSpec) ProtoMessage()

+ func (m *EnsembleForecasterSpec) Marshal() (dAtA []byte, err error)

+ func (m *EnsembleForecasterSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *EnsembleForecasterSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *EnsembleForecasterSpec) Reset()

+ func (m *EnsembleForecasterSpec) Size() (n int)

+ func (m *EnsembleForecasterSpec) Unmarshal(dAtA []byte) error

+ func (m *EnsembleForecasterSpec) XXX_DiscardUnknown()

+ func (m *EnsembleForecasterSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *EnsembleForecasterSpec) XXX_Merge(src proto.Message)

+ func (m *EnsembleForecasterSpec) XXX_Size() int

+ func (m *EnsembleForecasterSpec) XXX_Unmarshal(b []byte) error

+ func (this *EnsembleForecasterSpec) String() string

+ type ForecastStrategy string

+ const Direct

+ const Recursive

+ type ForecasterPipelineSpec struct

+ Date *bool

+ EMA *bool

+ Encoding *catalog.CategoricalEncoding

+ Ensemble *bool

+ EnsembleForecaster *EnsembleForecasterSpec

+ Forecaster *ForecasterSpec

+ Functions []catalog.Metric

+ Imputation *catalog.Imputation

+ Lags []int32

+ Log *bool

+ Scaling *catalog.Scaling

+ Windows []int32

+ func (*ForecasterPipelineSpec) Descriptor() ([]byte, []int)

+ func (*ForecasterPipelineSpec) ProtoMessage()

+ func (m *ForecasterPipelineSpec) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterPipelineSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterPipelineSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterPipelineSpec) Reset()

+ func (m *ForecasterPipelineSpec) Size() (n int)

+ func (m *ForecasterPipelineSpec) Unmarshal(dAtA []byte) error

+ func (m *ForecasterPipelineSpec) XXX_DiscardUnknown()

+ func (m *ForecasterPipelineSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterPipelineSpec) XXX_Merge(src proto.Message)

+ func (m *ForecasterPipelineSpec) XXX_Size() int

+ func (m *ForecasterPipelineSpec) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterPipelineSpec) String() string

+ type ForecasterSpec struct

+ AlgorithmRef v1.ObjectReference

+ HyperParameters []HyperParameterValue

+ Reduction ReducedForecasterSpec

+ func (*ForecasterSpec) Descriptor() ([]byte, []int)

+ func (*ForecasterSpec) ProtoMessage()

+ func (m *ForecasterSpec) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterSpec) Reset()

+ func (m *ForecasterSpec) Size() (n int)

+ func (m *ForecasterSpec) Unmarshal(dAtA []byte) error

+ func (m *ForecasterSpec) XXX_DiscardUnknown()

+ func (m *ForecasterSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterSpec) XXX_Merge(src proto.Message)

+ func (m *ForecasterSpec) XXX_Size() int

+ func (m *ForecasterSpec) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterSpec) String() string

type ForecasterTrainingSpec

+ Pipeline ForecasterPipelineSpec

+ type ReducedForecasterSpec struct

+ Estimator ClassicalEstimatorSpec

+ Strategy ForecastStrategy

+ func (*ReducedForecasterSpec) Descriptor() ([]byte, []int)

+ func (*ReducedForecasterSpec) ProtoMessage()

+ func (m *ReducedForecasterSpec) Marshal() (dAtA []byte, err error)

+ func (m *ReducedForecasterSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ReducedForecasterSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ReducedForecasterSpec) Reset()

+ func (m *ReducedForecasterSpec) Size() (n int)

+ func (m *ReducedForecasterSpec) Unmarshal(dAtA []byte) error

+ func (m *ReducedForecasterSpec) XXX_DiscardUnknown()

+ func (m *ReducedForecasterSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ReducedForecasterSpec) XXX_Merge(src proto.Message)

+ func (m *ReducedForecasterSpec) XXX_Size() int

+ func (m *ReducedForecasterSpec) XXX_Unmarshal(b []byte) error

+ func (this *ReducedForecasterSpec) String() string

Aug 24, 2022

Changes in this version

type ForecasterTrainingSpec

+ ManyModels ManyModelsSpec

+ type ManyModelsSpec struct

+ Arima *bool

+ Enabled *bool

+ GroupBy []string

+ Prophet *bool

+ func (*ManyModelsSpec) Descriptor() ([]byte, []int)

+ func (*ManyModelsSpec) ProtoMessage()

+ func (in *ManyModelsSpec) DeepCopy() *ManyModelsSpec

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

+ func (m *ManyModelsSpec) Marshal() (dAtA []byte, err error)

+ func (m *ManyModelsSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ManyModelsSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ManyModelsSpec) Reset()

+ func (m *ManyModelsSpec) Size() (n int)

+ func (m *ManyModelsSpec) Unmarshal(dAtA []byte) error

+ func (m *ManyModelsSpec) XXX_DiscardUnknown()

+ func (m *ManyModelsSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ManyModelsSpec) XXX_Merge(src proto.Message)

+ func (m *ManyModelsSpec) XXX_Size() int

+ func (m *ManyModelsSpec) XXX_Unmarshal(b []byte) error

+ func (this *ManyModelsSpec) String() string

type ModelSpec

+ Registered *bool

Aug 23, 2022

Changes in this version

type FeatureEngineeringPipeline

+ Generated []GeneratedColumnSpec

type ForecasterTrainingSpec

+ DateTimeFormat *string

+ Future WindowSpec

+ Holidays []HolidaySpec

+ KeyColumns []string

+ Past WindowSpec

+ Prophet ProphetSpec

+ Regressors []RegressorSpec

+ TargetColumn *string

+ TimeColumn *string

+ type ProphetSpec struct

+ ChangePointRange *float64

+ ChangePoints *int32

+ ConfidenceInterval *int32

+ CustomSeasonalities []CustomSeasonalitySpec

+ DailySeasonality PeriodSeasonalitySpec

+ Growth *GrowthMode

+ IntervalWidth *float64

+ SeasonalityMode *catalog.SeasonalityMode

+ UncertaintySamples *int32

+ WeeklySeasonality PeriodSeasonalitySpec

+ YearlySeasonality PeriodSeasonalitySpec

+ func (*ProphetSpec) Descriptor() ([]byte, []int)

+ func (*ProphetSpec) ProtoMessage()

+ func (in *ProphetSpec) DeepCopy() *ProphetSpec

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

+ func (m *ProphetSpec) Marshal() (dAtA []byte, err error)

+ func (m *ProphetSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ProphetSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ProphetSpec) Reset()

+ func (m *ProphetSpec) Size() (n int)

+ func (m *ProphetSpec) Unmarshal(dAtA []byte) error

+ func (m *ProphetSpec) XXX_DiscardUnknown()

+ func (m *ProphetSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ProphetSpec) XXX_Merge(src proto.Message)

+ func (m *ProphetSpec) XXX_Size() int

+ func (m *ProphetSpec) XXX_Unmarshal(b []byte) error

+ func (this *ProphetSpec) String() string

type TimeSeriesPipelineSpec

+ All *bool

+ EMA *bool

+ Features []string

+ type WindowSpec struct

+ Interval *catalog.Freq

+ Length *int32

+ Start *int32

+ func (*WindowSpec) Descriptor() ([]byte, []int)

+ func (*WindowSpec) ProtoMessage()

+ func (in *WindowSpec) DeepCopy() *WindowSpec

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

+ func (m *WindowSpec) Marshal() (dAtA []byte, err error)

+ func (m *WindowSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *WindowSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *WindowSpec) Reset()

+ func (m *WindowSpec) Size() (n int)

+ func (m *WindowSpec) Unmarshal(dAtA []byte) error

+ func (m *WindowSpec) XXX_DiscardUnknown()

+ func (m *WindowSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *WindowSpec) XXX_Merge(src proto.Message)

+ func (m *WindowSpec) XXX_Size() int

+ func (m *WindowSpec) XXX_Unmarshal(b []byte) error

+ func (this *WindowSpec) String() string

Aug 21, 2022

Changes in this version

type TimeSeriesPipelineSpec

+ func (in *TimeSeriesPipelineSpec) DeepCopy() *TimeSeriesPipelineSpec

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

Aug 20, 2022

Changes in this version

type ForecasterTrainingSpec

+ FE TimeSeriesPipelineSpec

type Study

+ func (study *Study) AutoGenTSFeatures()

Aug 20, 2022

Changes in this version

type FeatureEngineeringPipeline

+ TimeSeries *TimeSeriesPipelineSpec

+ type TimeSeriesPipelineSpec struct

+ Functions []catalog.Metric

+ Lags []int32

+ Log *bool

+ SelectedFeatures []string

+ Windows []int32

+ func (*TimeSeriesPipelineSpec) Descriptor() ([]byte, []int)

+ func (*TimeSeriesPipelineSpec) ProtoMessage()

+ func (m *TimeSeriesPipelineSpec) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesPipelineSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesPipelineSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesPipelineSpec) Reset()

+ func (m *TimeSeriesPipelineSpec) Size() (n int)

+ func (m *TimeSeriesPipelineSpec) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesPipelineSpec) XXX_DiscardUnknown()

+ func (m *TimeSeriesPipelineSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesPipelineSpec) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesPipelineSpec) XXX_Size() int

+ func (m *TimeSeriesPipelineSpec) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesPipelineSpec) String() string

Aug 17, 2022

Changes in this version

+ const AbsEnergy

+ const AbsoluteMaximum

+ const AbsoluteSumOfChanges

+ const BenfordCorrelation

+ const CountAboveMean

+ const CountBelowMean

+ const FirstLocationOfMaximum

+ const FirstLocationOfMinimum

+ const HasDuplicate

+ const HasDuplicateMax

+ const HasDuplicateMean

+ const Kurtosis

+ const LastLocationOfMaximum

+ const LastLocationOfMinimum

+ const Longest_strike_above_mean

+ const Longest_strike_below_mean

+ const Maximum

+ const Mean

+ const MeanAbsChange

+ const MeanChange

+ const Median

+ const Minimum

+ const Root_mean_square

+ const Sample_entropy

+ const Skewness

+ const Standard_deviation

+ const Sum_of_reoccurring_data_points

+ const Sum_of_reoccurring_values

+ const Sum_values

+ const Variance

+ const Variance_larger_than_standard_deviation

+ const Variation_coefficient

Aug 14, 2022

Changes in this version

type ModelSpec

+ TimeSeriesItems map[string]TimeSeriesItem

+ type TimeSeriesItem struct

+ Ensemble *bool

+ Key string

+ Models []TimeSeriesModelSpec

+ func (*TimeSeriesItem) Descriptor() ([]byte, []int)

+ func (*TimeSeriesItem) ProtoMessage()

+ func (in *TimeSeriesItem) DeepCopy() *TimeSeriesItem

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

+ func (m *TimeSeriesItem) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesItem) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesItem) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesItem) Reset()

+ func (m *TimeSeriesItem) Size() (n int)

+ func (m *TimeSeriesItem) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesItem) XXX_DiscardUnknown()

+ func (m *TimeSeriesItem) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesItem) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesItem) XXX_Size() int

+ func (m *TimeSeriesItem) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesItem) String() string

+ type TimeSeriesItemStatus struct

+ Features map[TSFeature]float64

+ Key string

+ Models []TimeSeriesModelStatus

+ func (*TimeSeriesItemStatus) Descriptor() ([]byte, []int)

+ func (*TimeSeriesItemStatus) ProtoMessage()

+ func (in *TimeSeriesItemStatus) DeepCopy() *TimeSeriesItemStatus

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

+ func (m *TimeSeriesItemStatus) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesItemStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesItemStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesItemStatus) Reset()

+ func (m *TimeSeriesItemStatus) Size() (n int)

+ func (m *TimeSeriesItemStatus) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesItemStatus) XXX_DiscardUnknown()

+ func (m *TimeSeriesItemStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesItemStatus) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesItemStatus) XXX_Size() int

+ func (m *TimeSeriesItemStatus) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesItemStatus) String() string

+ type TimeSeriesModelSpec struct

+ AlgorithmName string

+ func (*TimeSeriesModelSpec) Descriptor() ([]byte, []int)

+ func (*TimeSeriesModelSpec) ProtoMessage()

+ func (in *TimeSeriesModelSpec) DeepCopy() *TimeSeriesModelSpec

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

+ func (m *TimeSeriesModelSpec) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesModelSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesModelSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesModelSpec) Reset()

+ func (m *TimeSeriesModelSpec) Size() (n int)

+ func (m *TimeSeriesModelSpec) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesModelSpec) XXX_DiscardUnknown()

+ func (m *TimeSeriesModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesModelSpec) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesModelSpec) XXX_Size() int

+ func (m *TimeSeriesModelSpec) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesModelSpec) String() string

+ type TimeSeriesModelStatus struct

+ ModelURI string

+ Parameters []HyperParameterValue

+ Scores map[catalog.Metric]float64

+ func (*TimeSeriesModelStatus) Descriptor() ([]byte, []int)

+ func (*TimeSeriesModelStatus) ProtoMessage()

+ func (in *TimeSeriesModelStatus) DeepCopy() *TimeSeriesModelStatus

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

+ func (m *TimeSeriesModelStatus) Marshal() (dAtA []byte, err error)

+ func (m *TimeSeriesModelStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *TimeSeriesModelStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *TimeSeriesModelStatus) Reset()

+ func (m *TimeSeriesModelStatus) Size() (n int)

+ func (m *TimeSeriesModelStatus) Unmarshal(dAtA []byte) error

+ func (m *TimeSeriesModelStatus) XXX_DiscardUnknown()

+ func (m *TimeSeriesModelStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *TimeSeriesModelStatus) XXX_Merge(src proto.Message)

+ func (m *TimeSeriesModelStatus) XXX_Size() int

+ func (m *TimeSeriesModelStatus) XXX_Unmarshal(b []byte) error

+ func (this *TimeSeriesModelStatus) String() string

Aug 14, 2022

Changes in this version

type ForecastModelSpec

+ func (in *ForecastModelSpec) DeepCopy() *ForecastModelSpec

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

type ForecastModelStatus

+ func (in *ForecastModelStatus) DeepCopy() *ForecastModelStatus

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

type Forecaster

+ func (in *Forecaster) DeepCopy() *Forecaster

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

type ForecasterStatus

+ func (in *ForecasterStatus) DeepCopy() *ForecasterStatus

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

type ForecasterTrainingSpec

+ func (in *ForecasterTrainingSpec) DeepCopy() *ForecasterTrainingSpec

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

Aug 13, 2022

Changes in this version

+ type ForecastModelSpec struct

+ Ensemble *bool

+ Forecasters []Forecaster

+ Key string

+ func (*ForecastModelSpec) Descriptor() ([]byte, []int)

+ func (*ForecastModelSpec) ProtoMessage()

+ func (m *ForecastModelSpec) Marshal() (dAtA []byte, err error)

+ func (m *ForecastModelSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecastModelSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecastModelSpec) Reset()

+ func (m *ForecastModelSpec) Size() (n int)

+ func (m *ForecastModelSpec) Unmarshal(dAtA []byte) error

+ func (m *ForecastModelSpec) XXX_DiscardUnknown()

+ func (m *ForecastModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecastModelSpec) XXX_Merge(src proto.Message)

+ func (m *ForecastModelSpec) XXX_Size() int

+ func (m *ForecastModelSpec) XXX_Unmarshal(b []byte) error

+ func (this *ForecastModelSpec) String() string

+ type ForecastModelStatus struct

+ Features map[TSFeature]float64

+ Forecasters []ForecasterStatus

+ Key string

+ func (*ForecastModelStatus) Descriptor() ([]byte, []int)

+ func (*ForecastModelStatus) ProtoMessage()

+ func (m *ForecastModelStatus) Marshal() (dAtA []byte, err error)

+ func (m *ForecastModelStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecastModelStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecastModelStatus) Reset()

+ func (m *ForecastModelStatus) Size() (n int)

+ func (m *ForecastModelStatus) Unmarshal(dAtA []byte) error

+ func (m *ForecastModelStatus) XXX_DiscardUnknown()

+ func (m *ForecastModelStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecastModelStatus) XXX_Merge(src proto.Message)

+ func (m *ForecastModelStatus) XXX_Size() int

+ func (m *ForecastModelStatus) XXX_Unmarshal(b []byte) error

+ func (this *ForecastModelStatus) String() string

+ type ForecasterStatus struct

+ ModelURI string

+ Parameters []HyperParameterValue

+ Scores map[catalog.Metric]float64

+ func (*ForecasterStatus) Descriptor() ([]byte, []int)

+ func (*ForecasterStatus) ProtoMessage()

+ func (m *ForecasterStatus) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterStatus) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterStatus) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterStatus) Reset()

+ func (m *ForecasterStatus) Size() (n int)

+ func (m *ForecasterStatus) Unmarshal(dAtA []byte) error

+ func (m *ForecasterStatus) XXX_DiscardUnknown()

+ func (m *ForecasterStatus) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterStatus) XXX_Merge(src proto.Message)

+ func (m *ForecasterStatus) XXX_Size() int

+ func (m *ForecasterStatus) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterStatus) String() string

type ModelSpec

+ ForecastModels map[string]ForecastModelSpec

type ModelStatus

+ ForecastModels map[string]ForecastModelStatus

Aug 13, 2022

Changes in this version

+ type Forecaster struct

+ AlgorithmName string

+ FeaturesValue map[TSFeature]float64

+ Key []string

+ Parameters []HyperParameterValue

+ Scores map[catalog.Metric]float64

+ func (*Forecaster) Descriptor() ([]byte, []int)

+ func (*Forecaster) ProtoMessage()

+ func (m *Forecaster) Marshal() (dAtA []byte, err error)

+ func (m *Forecaster) MarshalTo(dAtA []byte) (int, error)

+ func (m *Forecaster) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *Forecaster) Reset()

+ func (m *Forecaster) Size() (n int)

+ func (m *Forecaster) Unmarshal(dAtA []byte) error

+ func (m *Forecaster) XXX_DiscardUnknown()

+ func (m *Forecaster) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *Forecaster) XXX_Merge(src proto.Message)

+ func (m *Forecaster) XXX_Size() int

+ func (m *Forecaster) XXX_Unmarshal(b []byte) error

+ func (this *Forecaster) String() string

+ type ForecasterList struct

+ Items []Forecaster

+ func (*ForecasterList) Descriptor() ([]byte, []int)

+ func (*ForecasterList) ProtoMessage()

+ func (m *ForecasterList) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterList) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterList) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterList) Reset()

+ func (m *ForecasterList) Size() (n int)

+ func (m *ForecasterList) Unmarshal(dAtA []byte) error

+ func (m *ForecasterList) XXX_DiscardUnknown()

+ func (m *ForecasterList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterList) XXX_Merge(src proto.Message)

+ func (m *ForecasterList) XXX_Size() int

+ func (m *ForecasterList) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterList) String() string

+ type ForecasterTrainingSpec struct

+ Backtest BacktestSpec

+ ChangePoints ChangePointSpec

+ ConfidenceInterval *int32

+ CustomSeasonalities []CustomSeasonalitySpec

+ Data TimeSeriesDataSpec

+ Features []TSFeature

+ Forecast PeriodSpec

+ History PeriodSpec

+ Holiday HolidaySpec

+ IntervalWidth *float64

+ OutputLocation data.DataLocation

+ Plot *bool

+ PlotChangePoints *bool

+ PostPrecessing ForecastPostProcessingSpec

+ SeasonalityMode *catalog.SeasonalityMode

+ UncertaintySamples *int32

+ func (*ForecasterTrainingSpec) Descriptor() ([]byte, []int)

+ func (*ForecasterTrainingSpec) ProtoMessage()

+ func (m *ForecasterTrainingSpec) Marshal() (dAtA []byte, err error)

+ func (m *ForecasterTrainingSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *ForecasterTrainingSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ForecasterTrainingSpec) Reset()

+ func (m *ForecasterTrainingSpec) Size() (n int)

+ func (m *ForecasterTrainingSpec) Unmarshal(dAtA []byte) error

+ func (m *ForecasterTrainingSpec) XXX_DiscardUnknown()

+ func (m *ForecasterTrainingSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ForecasterTrainingSpec) XXX_Merge(src proto.Message)

+ func (m *ForecasterTrainingSpec) XXX_Size() int

+ func (m *ForecasterTrainingSpec) XXX_Unmarshal(b []byte) error

+ func (this *ForecasterTrainingSpec) String() string

type StudySpec

+ ForecastTraining ForecasterTrainingSpec

+ type TSFeature string

+ const TSFeatureAbsEnergy

+ const TSFeatureAbsoluteMaximum

+ const TSFeatureAbsoluteSumOfChanges

type TimeSeriesDataSpec

+ KeyColumns []string

Jul 30, 2022

Changes in this version

type Model

+ func (model *Model) FeedbackTested() bool

+ func (model *Model) MarkFeedbackTestFailed(msg string)

+ func (model *Model) MarkFeedbackTested()

+ func (model *Model) MarkFeedbackTesting()

type ModelConditionType

+ const ModelFeedbackTested

Jul 29, 2022

Changes in this version

+ const ReasonFeedback

+ const ReasonUnitTesting

type Model

+ func (model *Model) CalculatedFeedback() bool

+ func (model *Model) MarkCalculatingFeedback()

+ func (model *Model) MarkFeedbackCalculated()

+ func (model *Model) MarkFeedbackFailed(msg string)

type ModelConditionType

+ const ModelFeedback

Jul 29, 2022

Changes in this version

type ModelSpec

+ FeedbackTests catalog.TestSuite

Jul 29, 2022

Changes in this version

type ModelPhase

+ const ModelPhaseComputedFeedback

+ const ModelPhaseComputingFeedback

type ModelStatus

+ FeedbackTestsResult catalog.TestSuiteResult

Jul 29, 2022

Changes in this version

type Model

+ func (model *Model) MarkUnitTesting()

+ func (model *Model) MarkUnitTestingFailed(err string)

+ func (model *Model) UnitTested() bool

Jul 28, 2022

Changes in this version

type Model

+ func (dataset *Model) MarkUnitTested()

+ func (model *Model) MarkUnitTestFailed(msg string)

Jul 26, 2022

Changes in this version

+ const CpuBetween

+ const GpuBetween

+ const GpuMemBetween

+ const MemBetween

+ const ModelAccuracyGreaterThan

+ const ModelAdjR2LessThan

+ const ModelAdjustedMutualInfoScoreBetween

+ const ModelAdjustedRandScoreBetween

+ const ModelAveragePrecisionGreaterThan

+ const ModelBalancedAccuracyGreaterThan

+ const ModelCompletenessScoreBetween

+ const ModelDriftJensenShannonLessThan

+ const ModelDriftKLDivergenceLessThan

+ const ModelDriftKSTestLessThan

+ const ModelDriftPSILessThan

+ const ModelDriftWassersteinDistanceLessThan

+ const ModelExplainedVarianceLessThan

+ const ModelF1BinaryGreaterThan

+ const ModelF1MacroGreaterThan

+ const ModelF1MicroGreaterThan

+ const ModelF1SamplesGreaterThan

+ const ModelF1WeightedGreaterThan

+ const ModelFnGreaterThan

+ const ModelFowlkesMallowsScoreBetween

+ const ModelFpGreaterThan

+ const ModelFprGreaterThan

+ const ModelHammingLossLessThan

+ const ModelHingeLossLessThan

+ const ModelHomogeneityScoreBetween

+ const ModelJacquardScoreLessThan

+ const ModelLogLossLessThan

+ const ModelMAELessThan

+ const ModelMAPELessThan

+ const ModelMAZELessThan

+ const ModelMCCGreaterThan

+ const ModelMDAPELessThan

+ const ModelMSELessThan

+ const ModelMSLELessThan

+ const ModelMatthewsCorrCoefGreaterThan

+ const ModelMaxErrorLessThan

+ const ModelMeanGammaDevianceLessThan

+ const ModelMeanPoissonDevianceLessThan

+ const ModelMeanTweedieDevianceLessThan

+ const ModelMedianAbsoluteErrorLessThan

+ const ModelMutualInfoScoreBetween

+ const ModelNormalizedMutualInfoScoreBetween

+ const ModelPRRocAucGreaterThan

+ const ModelPRRocAucMacroGreaterThan

+ const ModelPRRocAucMicroGreaterThan

+ const ModelPRRocAucWeightedGreaterThan

+ const ModelPrecisionBinaryGreaterThan

+ const ModelPrecisionMacroGreaterThan

+ const ModelPrecisionMicroGreaterThan

+ const ModelPrecisionSamplesGreaterThan

+ const ModelPrecisionWeightedGreaterThan

+ const ModelR2LessThan

+ const ModelRMSELessThan

+ const ModelRMSLELessThan

+ const ModelRecallBinaryGreaterThan

+ const ModelRecallMacroGreaterThan

+ const ModelRecallMicroGreaterThan

+ const ModelRecallSamplesGreaterThan

+ const ModelRecallWeightedGreaterThan

+ const ModelRocAucGreaterThan

+ const ModelRocAucMacroGreaterThan

+ const ModelRocAucMicroGreaterThan

+ const ModelRocAucWeightedGreaterThan

+ const ModelSMAPELessThan

+ const ModelTnGreaterThan

+ const ModelTnrGreaterThan

+ const ModelTpGreaterThan

+ const ModelTprGreaterThan

+ const ModelVMeasureScoreBetween

+ const ModelZeroOneGreaterThan

+ const PredictorUncertainPredictionPercent

+ const ServingP50LatencyLowerThan

+ const ServingP95LatencyLowerThan

+ const ServingP99LatencyLowerThan

+ const ServingReqSecBetween

type ModelSpec

+ FeedbackDatasetRef *v1.ObjectReference

+ FeedbackTested *bool

+ UnitTested *bool

type ModelStatus

+ Feedback []catalog.Measurement

+ LastFeedbackDatasetRef v1.ObjectReference

Jul 23, 2022

Changes in this version

type CapacityStageSpec

+ UnitTests ModelTestSuite

type DeploymentStageSpec

+ UnitTests ModelTestSuite

type ModelConditionType

+ const ModelUnitTested

type ModelPhase

+ const ModelPhaseUnitTested

+ const ModelPhaseUnitTesting

type ModelPipelineRunStageStatus

+ UnitTestsResult catalog.TestSuiteResult

type ModelStatus

+ UnitTestsResult catalog.TestSuiteResult

type ModelTestSuite

+ UnitTests catalog.TestSuite

type NotebookRunConditionType

+ const NotebookRunUnitTested

type NotebookRunPhase

+ const NotebookRunPhaseUnitTested

+ const NotebookRunPhaseUnitTesting

type NotebookSpec

+ UnitTests catalog.TestSuite

type NotebookStatus

+ UnitTestsResult catalog.TestSuiteResult

type PipelinePhase

+ const PipelinePhaseUnitTested

+ const PipelinePhaseUnitTesting

type StudyConditionType

+ const StudyUnitTested

type StudyPhase

+ const StudyPhaseUnitTested

+ const StudyPhaseUnitTesting

type StudySpec

+ UnitTestsTemplate catalog.TestSuite

type UATStageSpec

+ UnitTests ModelTestSuite

Jul 23, 2022

Changes in this version

type ModelPipelineRunStageStatus

+ TestsResult catalog.TestSuiteResult

Jul 22, 2022

Changes in this version

type ModelSpec

+ Tests catalog.TestSuite

Jul 22, 2022

Changes in this version

type ModelSpec

+ UnitTests catalog.TestSuite

type ModelStatus

+ TestsResult catalog.TestSuite

type ModelTestSuite

+ Tests catalog.TestSuite

type StudySpec

+ TestsTemplate catalog.TestSuite

Jul 10, 2022

Changes in this version

type ModelPipelineRunStatus

+ Capacity ModelPipelineRunStageStatus

+ Data ModelPipelineRunStageStatus

+ Deployment ModelPipelineRunStageStatus

+ Labeling ModelPipelineRunStageStatus

+ Monitor ModelPipelineRunStageStatus

+ Release ModelPipelineRunStageStatus

+ Training ModelPipelineRunStageStatus

+ UAT ModelPipelineRunStageStatus

type ModelTestSuiteResult

+ Suite catalog.TestSuiteResult

Jul 8, 2022

Changes in this version

+ type DriftModelSpec struct

+ Enabled *bool

+ OutlierAlgorithm catalog.OutlierAlgorithmName

+ func (*DriftModelSpec) Descriptor() ([]byte, []int)

+ func (*DriftModelSpec) ProtoMessage()

+ func (in *DriftModelSpec) DeepCopy() *DriftModelSpec

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

+ func (m *DriftModelSpec) Marshal() (dAtA []byte, err error)

+ func (m *DriftModelSpec) MarshalTo(dAtA []byte) (int, error)

+ func (m *DriftModelSpec) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *DriftModelSpec) Reset()

+ func (m *DriftModelSpec) Size() (n int)

+ func (m *DriftModelSpec) Unmarshal(dAtA []byte) error

+ func (m *DriftModelSpec) XXX_DiscardUnknown()

+ func (m *DriftModelSpec) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *DriftModelSpec) XXX_Merge(src proto.Message)

+ func (m *DriftModelSpec) XXX_Size() int

+ func (m *DriftModelSpec) XXX_Unmarshal(b []byte) error

+ func (this *DriftModelSpec) String() string

Jul 8, 2022

Changes in this version

type ModelPipelineRunStageStatus

+ func (this *ModelPipelineRunStageStatus) MarkApprove(name string)

+ func (this *ModelPipelineRunStageStatus) MarkCompleted()

+ func (this *ModelPipelineRunStageStatus) MarkDeny(name string)

+ func (this *ModelPipelineRunStageStatus) MarkFailed(err error)

+ func (this *ModelPipelineRunStageStatus) MarkRunning()

Jul 8, 2022

Changes in this version

type ModelPipelineRun

+ func (run *ModelPipelineRun) CompletionAlert(tenantRef *v1.ObjectReference, notifierName *string) *infra.Alert

+ func (run *ModelPipelineRun) ErrorAlert(tenantRef *v1.ObjectReference, notifierName *string, err error) *infra.Alert

Jul 7, 2022

Changes in this version

type ModelPipelineRunStatus

+ Logs catalog.Logs

Jul 7, 2022

Changes in this version

type ModelTestSuite

+ BaselineModelRef v1.ObjectReference

+ DatasetRef v1.ObjectReference

+ type ModelTestSuiteResult struct

+ BaselineModelRef v1.ObjectReference

+ DatasetRef v1.ObjectReference

+ SuiteResult catalog.TestSuiteResult

+ func (*ModelTestSuiteResult) Descriptor() ([]byte, []int)

+ func (*ModelTestSuiteResult) ProtoMessage()

+ func (in *ModelTestSuiteResult) DeepCopy() *ModelTestSuiteResult

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

+ func (m *ModelTestSuiteResult) Marshal() (dAtA []byte, err error)

+ func (m *ModelTestSuiteResult) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelTestSuiteResult) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelTestSuiteResult) Reset()

+ func (m *ModelTestSuiteResult) Size() (n int)

+ func (m *ModelTestSuiteResult) Unmarshal(dAtA []byte) error

+ func (m *ModelTestSuiteResult) XXX_DiscardUnknown()

+ func (m *ModelTestSuiteResult) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelTestSuiteResult) XXX_Merge(src proto.Message)

+ func (m *ModelTestSuiteResult) XXX_Size() int

+ func (m *ModelTestSuiteResult) XXX_Unmarshal(b []byte) error

+ func (this *ModelTestSuiteResult) String() string

Jul 6, 2022

Changes in this version

type CapacityStageSpec

+ Test ModelTest

type DeploymentStageSpec

+ Test ModelTest

type ModelTest

+ BaselineModelRef v1.ObjectReference

+ DatasetRef v1.ObjectReference

+ Suite catalog.TestSuite

type UATStageSpec

+ Test ModelTest

Jul 6, 2022

Changes in this version

type ModelPipelineRunStageStatus

+ Result StageTestResult

Jul 6, 2022

Changes in this version

+ const ModelAccuracyGreaterThanBaseline

+ const ModelF1GreaterThanBaseline

+ const ModelMAPELessThanBaseline

+ const ModelMSELessThanBaseline

+ const ModelPrecisionGreaterThanBaseline

+ const ModelRMSELessThanBaseline

+ const ModelRecallGreaterThanBaseline

+ const ModelRocAucGreaterThanBaseline

+ type StageTestResult struct

+ BaselineModelRef v1.ObjectReference

+ DatasetRef v1.ObjectReference

+ SuiteResult catalog.TestSuiteResult

+ func (*StageTestResult) Descriptor() ([]byte, []int)

+ func (*StageTestResult) ProtoMessage()

+ func (in *StageTestResult) DeepCopy() *StageTestResult

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

+ func (m *StageTestResult) Marshal() (dAtA []byte, err error)

+ func (m *StageTestResult) MarshalTo(dAtA []byte) (int, error)

+ func (m *StageTestResult) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StageTestResult) Reset()

+ func (m *StageTestResult) Size() (n int)

+ func (m *StageTestResult) Unmarshal(dAtA []byte) error

+ func (m *StageTestResult) XXX_DiscardUnknown()

+ func (m *StageTestResult) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StageTestResult) XXX_Merge(src proto.Message)

+ func (m *StageTestResult) XXX_Size() int

+ func (m *StageTestResult) XXX_Unmarshal(b []byte) error

+ func (this *StageTestResult) String() string

+ type StageTestSuite struct

+ BaselineModelRef v1.ObjectReference

+ DatasetRef v1.ObjectReference

+ Suite catalog.TestSuite

+ func (*StageTestSuite) Descriptor() ([]byte, []int)

+ func (*StageTestSuite) ProtoMessage()

+ func (in *StageTestSuite) DeepCopy() *StageTestSuite

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

+ func (m *StageTestSuite) Marshal() (dAtA []byte, err error)

+ func (m *StageTestSuite) MarshalTo(dAtA []byte) (int, error)

+ func (m *StageTestSuite) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *StageTestSuite) Reset()

+ func (m *StageTestSuite) Size() (n int)

+ func (m *StageTestSuite) Unmarshal(dAtA []byte) error

+ func (m *StageTestSuite) XXX_DiscardUnknown()

+ func (m *StageTestSuite) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *StageTestSuite) XXX_Merge(src proto.Message)

+ func (m *StageTestSuite) XXX_Size() int

+ func (m *StageTestSuite) XXX_Unmarshal(b []byte) error

+ func (this *StageTestSuite) String() string

Jul 5, 2022

Changes in this version

+ const ModelAccuracy

+ const ModelF1

+ const ModelMAPE

+ const ModelMSE

+ const ModelPrecision

+ const ModelRMSE

+ const ModelRecall

+ const ModelRocAuc

type ModelTestResult

+ PrevModel *string

+ SuiteResult catalog.TestSuiteResult

+ type ModelTestSuite struct

+ DatasetName *string

+ PrevModel *string

+ Suite catalog.TestSuite

+ func (*ModelTestSuite) Descriptor() ([]byte, []int)

+ func (*ModelTestSuite) ProtoMessage()

+ func (in *ModelTestSuite) DeepCopy() *ModelTestSuite

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

+ func (m *ModelTestSuite) Marshal() (dAtA []byte, err error)

+ func (m *ModelTestSuite) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelTestSuite) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelTestSuite) Reset()

+ func (m *ModelTestSuite) Size() (n int)

+ func (m *ModelTestSuite) Unmarshal(dAtA []byte) error

+ func (m *ModelTestSuite) XXX_DiscardUnknown()

+ func (m *ModelTestSuite) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelTestSuite) XXX_Merge(src proto.Message)

+ func (m *ModelTestSuite) XXX_Size() int

+ func (m *ModelTestSuite) XXX_Unmarshal(b []byte) error

+ func (this *ModelTestSuite) String() string

Jul 5, 2022

Changes in this version

type ModelTest

+ Agg *catalog.Aggregate

+ Column *string

+ DatasetName *string

+ Max *float64

+ Metric *catalog.Metric

+ Min *float64

+ Name ModelTestName

+ PrevModel *string

+ func (*ModelTest) Descriptor() ([]byte, []int)

+ func (*ModelTest) ProtoMessage()

+ func (in *ModelTest) DeepCopy() *ModelTest

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

+ func (m *ModelTest) Marshal() (dAtA []byte, err error)

+ func (m *ModelTest) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelTest) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelTest) Reset()

+ func (m *ModelTest) Size() (n int)

+ func (m *ModelTest) Unmarshal(dAtA []byte) error

+ func (m *ModelTest) XXX_DiscardUnknown()

+ func (m *ModelTest) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelTest) XXX_Merge(src proto.Message)

+ func (m *ModelTest) XXX_Size() int

+ func (m *ModelTest) XXX_Unmarshal(b []byte) error

+ func (this *ModelTest) String() string

+ type ModelTestName string

+ const ColumnGE

+ const ColumnLE

+ const ColumnMetricInRange

+ const ModelMetricGE

+ const ModelMetricInRange

+ const ModelMetricLE

Jul 5, 2022

Changes in this version

+ type ModelTestResult struct

+ ActualValue *float64

+ At *metav1.Time

+ Column string

+ DatasetName string

+ DurationInSec int32

+ Error string

+ Metric *catalog.Metric

+ ModelName string

+ Passed bool

+ Type string

+ func (*ModelTestResult) Descriptor() ([]byte, []int)

+ func (*ModelTestResult) ProtoMessage()

+ func (in *ModelTestResult) DeepCopy() *ModelTestResult

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

+ func (m *ModelTestResult) Marshal() (dAtA []byte, err error)

+ func (m *ModelTestResult) MarshalTo(dAtA []byte) (int, error)

+ func (m *ModelTestResult) MarshalToSizedBuffer(dAtA []byte) (int, error)

+ func (m *ModelTestResult) Reset()

+ func (m *ModelTestResult) Size() (n int)

+ func (m *ModelTestResult) Unmarshal(dAtA []byte) error

+ func (m *ModelTestResult) XXX_DiscardUnknown()

+ func (m *ModelTestResult) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

+ func (m *ModelTestResult) XXX_Merge(src proto.Message)

+ func (m *ModelTestResult) XXX_Size() int

+ func (m *ModelTestResult) XXX_Unmarshal(b []byte) error

+ func (this *ModelTestResult) String() string

Jun 30, 2022

Changes in this version

type CapacityStageSpec

+ Tests []catalog.ModelTest

type DeploymentStageSpec

+ Tests []catalog.ModelTest

type UATStageSpec

+ Tests []catalog.ModelTest

Jun 30, 2022

Changes in this version

type ModelPhase

+ const ModelPhaseCanary

+ const ModelPhaseChampion

+ const ModelPhaseShadow

Jun 29, 2022

Changes in this version

type Study

+ func (study *Study) SelectSplitMethod()

Jun 27, 2022

Changes in this version

type Model

+ func (model *Model) MarkUndeployed()

Jun 27, 2022

Changes in this version

type ModelPhase

+ const ModelPhaseLiveChallenger

+ const ModelPhaseLiveChampion

+ const ModelPhaseLiveShadow

Jun 26, 2022

Changes in this version

type ForecastSpec

+ OutputLocation data.DataLocation

Jun 11, 2022

Changes in this version

type ModelAutobuilderSpec

+ SubTask *catalog.MLTask

type ModelSpec

+ SubTask *catalog.MLTask

type StudySpec

+ SubTask *catalog.MLTask