List of all items

Structs

• AggregateRepresentation
• AggregatedPredictionBlock
• AggregationControllerResult
• AggregationControllerSpec
• AggregationControllerTask
• AggregationPolicy
• ArchiveV2ReplayPayloads
• ArtifactHandleRecord
• ArtifactId
• ArtifactInputSpec
• ArtifactMaterializationRequest
• ArtifactPayloadMaterializationRecord
• ArtifactRef
• AttachedTrainingReplayInput
• AugmentationPolicy
• BoundTrainingOutput
• BranchId
• BranchViewPlan
• BundleDataRequirement
• BundleId
• BundlePredictionBlockCacheRecord
• BundlePredictionCachePayload
• BundlePredictionCachePayloadSet
• BundlePredictionCacheRecord
• BundlePredictionRequirement
• BundleReplayExecution
• CacheNamespace
• CampaignFingerprintSpec
• CampaignSpec
• CandidateScore
• CartesianProductRepresentation
• ChainEffectAnalysis
• ChainEffectMetric
• ChainEffectPoint
• ChainEffectStep
• ChainObservation
• ChoiceRef
• ColumnarPredictionCacheBlock
• ColumnarPredictionCacheManifest
• ColumnarPredictionCacheStore
• CombinationPlan
• CompiledPipelineDsl
• ConformalCalibration
• ConformalCalibrationCohort
• ConformalCalibrationContext
• ConformalCalibrationRef
• ConformalCalibrationTruth
• ConformalIntervalBlock
• ControllerId
• ControllerInfluenceRequirement
• ControllerManifest
• ControllerRegistry
• CrossFoldValidation
• DagMlErrorDescriptor
• DataBinding
• DataHandleRecord
• DataMaterializationRequest
• DataModelShapePlan
• DataOutputProvenance
• DataPlan
• DataPlanStep
• DataProviderViewSpec
• DataViewHandleRecord
• DataViewPolicy
• DataViewRequest
• DataViewSelector
• EarlyStoppingRecord
• EdgeContract
• EdgeSpec
• EnvelopeAttestedRuntimeDataProvider
• EvaluationResult
• ExecutionBundle
• ExecutionPlan
• ExecutionScopePlan
• ExplanationBlock
• ExternalDataPlanEnvelope
• FeatureSelectionPolicy
• FileArtifactManifest
• FileArtifactManifestEntry
• FileArtifactManifestStore
• FileArtifactPayloadStore
• FilePredictionCacheEntry
• FilePredictionCacheManifest
• FilePredictionCacheStore
• FitInfluenceDiagnostic
• FitInfluenceTask
• FoldAssignment
• FoldId
• FoldSet
• GenerationChoice
• GenerationConstraints
• GenerationDimension
• GenerationParamOverride
• GenerationSpec
• GraphInterface
• GraphPlan
• GraphSpec
• GroupId
• GroupKFoldSpec
• HandleRef
• HostControllerSpec
• HpoBatch
• HpoBestTrial
• HpoEvaluationBoundary
• HpoFailure
• HpoIntermediate
• HpoNativeError
• HpoOptimizerConfig
• HpoSearchSpace
• HpoStudyBinding
• HpoTrial
• HpoTrialParameter
• ImplementationDescriptor
• InMemoryAggregatedPredictionStore
• InMemoryArtifactStore
• InMemoryDataProvider
• InMemoryLineageRecorder
• InMemoryPredictionCacheStore
• InMemoryPredictionStore
• KFoldSpec
• LeakageUnitPolicy
• LineageId
• LineageRecord
• LoadedPredictor
• LoadedPredictorReplayInput
• LocalImplementationRegistry
• LossExecutionAttestation
• LossReference
• LossResolutionRequest
• LossSpec
• ManifestKindTemplate
• MethodsHpoCandidateEvidence
• MethodsHpoCompletedProposal
• MethodsHpoCompletedReport
• MethodsHpoControllerManifest
• MethodsHpoNativeIncumbent
• MethodsHpoOofAverage
• MethodsHpoResumeProvenance
• MethodsHpoResumeSelection
• MethodsHpoResumeState
• MethodsHpoStudyConfig
• MethodsHpoTerminalEvidence
• MethodsPlsData
• MethodsPlsDataRequest
• MethodsPlsDataset
• MethodsPlsMatrix
• MethodsPlsPredictDataProvider
• MethodsPlsPredictInput
• MetricEvaluationResult
• MetricEvaluationScope
• MetricEvaluationTask
• MetricEvaluationValue
• MetricProviderRegistry
• MetricReference
• MetricRoleReference
• MetricSpec
• ModelInputFusionPolicy
• ModelInputPortSpec
• ModelInputSpec
• MonteCarloCartesianRepresentation
• N4moptCheckpointArtifact
• N4moptCheckpointReference
• NamespacedNodeParameters
• NodeId
• NodePatchPolicy
• NodePlan
• NodeResult
• NodeSpec
• NodeTask
• ObservationId
• ObservationPredictionBlock
• OofAverageBlock
• OofCampaign
• OofMatrix
• OpenLineageRunEventOptions
• OperatorSelector
• OperatorVariantModel
• OutputBinding
• PackageArtifactBinding
• ParallelScheduler
• ParameterPatch
• ParameterProjection
• PhaseExecutionSchedule
• PipelineDslBranch
• PipelineDslBranchStep
• PipelineDslChoiceRef
• PipelineDslConcatBranch
• PipelineDslConcatTransformStep
• PipelineDslDataPort
• PipelineDslGenerationChoice
• PipelineDslGenerationConstraints
• PipelineDslGenerationDimension
• PipelineDslGenerationParamOverride
• PipelineDslGeneratorConstraints
• PipelineDslGeneratorStage
• PipelineDslGeneratorStep
• PipelineDslMergeModelStep
• PipelineDslMergeSelector
• PipelineDslMergeStep
• PipelineDslOperatorStep
• PipelineDslPredictionPort
• PipelineDslSequenceStep
• PipelineDslShapePlan
• PipelineDslSpec
• PipelineDslTuningSpec
• PipelineDslVariantChoice
• PortRef
• PortSchema
• PortSpec
• PortablePredictorPackage
• PredictionBlock
• PredictionCacheMaterializationRecord
• PredictionCacheMaterializationRequest
• PredictionInputSpec
• PredictionJoinPolicy
• PredictorTemplate
• RankedCandidate
• ReductionPlan
• RefitArtifactRecord
• RefitSlotPlan
• RegressionConformalInterval
• RegressionConformalMetrics
• RegressionMetricReport
• RegressionTargetBlock
• RegressionTargetRecord
• RelationContract
• ReplayDataIdentity
• ReplayPhaseRequest
• RepresentationComboSelectionRecord
• RepresentationCompatibilityReport
• RepresentationReplayManifest
• RepresentationSampleObservationMapping
• ResearchProvenanceExport
• ResearchProvenancePackage
• ResearchProvenancePackageFile
• ResearchProvenancePackageValidation
• ResolvedLossSpec
• ResolvedTrainingOutput
• RunContext
• RunId
• RuntimeControllerRegistry
• RuntimeHpoCampaignResult
• RuntimeHpoCampaignTask
• RuntimeHpoCandidateEvaluation
• RuntimeHpoCheckpointResult
• RuntimeHpoCompletedReport
• RuntimeHpoExecutionContext
• RuntimeHpoFailure
• RuntimeHpoIncumbent
• RuntimeHpoIntermediate
• RuntimeHpoProposal
• RuntimeHpoProvenance
• RuntimeHpoSelectionTarget
• RuntimeHpoTerminalSnapshot
• SampleId
• SampleRelation
• SampleRelationSet
• SchemaMigrationPolicy
• ScoreSet
• SeedContext
• SelectionDecision
• SelectionMetric
• SelectionPolicy
• SequentialScheduler
• ShapeDelta
• SplitConformalQuantile
• SplitInvocation
• StackFixedRepresentation
• StackPaddedMaskedRepresentation
• StackingFitContract
• StackingOofRefitContract
• StackingOofRefitCoverageDiagnostic
• StratifiedKFoldSpec
• TargetId
• TrainingArtifactOptions
• TrainingContractProjection
• TrainingDataIdentity
• TrainingExecutionInput
• TrainingInfluenceEntry
• TrainingInfluenceManifest
• TrainingLossRoleReference
• TrainingOptions
• TrainingOutcome
• TrainingOutcomeRef
• TrainingOutputRequest
• TrainingRefitOutcome
• TrainingReplayOutcome
• TrainingReplayRequest
• TrainingRequest
• TrainingResourceLimits
• TrainingSchedulerOptions
• ValidatedMetricEvaluation
• VariantExecutionSpec
• VariantId
• VariantPlan
• VariantSelection
• VariantSelectionOutcome
• VariantValidationPredictions
• aggregation::AggregatedPredictionBlock
• aggregation::AggregationControllerResult
• aggregation::AggregationControllerTask
• aggregation::ObservationPredictionBlock
• archive_workspace::ArchiveV2ReplayPayloads
• bundle::BundleDataRequirement
• bundle::BundlePredictionBlockCacheRecord
• bundle::BundlePredictionCachePayload
• bundle::BundlePredictionCachePayloadSet
• bundle::BundlePredictionCacheRecord
• bundle::BundlePredictionRequirement
• bundle::ExecutionBundle
• bundle::MethodsHpoCandidateEvidence
• bundle::MethodsHpoCompletedProposal
• bundle::MethodsHpoCompletedReport
• bundle::MethodsHpoNativeIncumbent
• bundle::MethodsHpoOofAverage
• bundle::MethodsHpoResumeProvenance
• bundle::MethodsHpoResumeSelection
• bundle::MethodsHpoResumeState
• bundle::MethodsHpoTerminalEvidence
• bundle::RefitArtifactRecord
• bundle::ReplayPhaseRequest
• bundle::SchemaMigrationPolicy
• campaign::CampaignFingerprintSpec
• chain_effect::ChainEffectAnalysis
• chain_effect::ChainEffectMetric
• chain_effect::ChainEffectPoint
• chain_effect::ChainEffectStep
• chain_effect::ChainObservation
• conformal::RegressionConformalInterval
• conformal::RegressionConformalMetrics
• conformal::SplitConformalQuantile
• conformal_runtime::ConformalCalibration
• conformal_runtime::ConformalCalibrationCohort
• conformal_runtime::ConformalCalibrationContext
• conformal_runtime::ConformalCalibrationRef
• conformal_runtime::ConformalCalibrationTruth
• conformal_runtime::ConformalIntervalBlock
• controller::ControllerManifest
• controller::ControllerRegistry
• controller::OperatorSelector
• controller_adapter::HostControllerSpec
• controller_adapter::ManifestKindTemplate
• criteria::EarlyStoppingRecord
• criteria::ImplementationDescriptor
• criteria::LossExecutionAttestation
• criteria::LossReference
• criteria::LossResolutionRequest
• criteria::LossSpec
• criteria::MetricReference
• criteria::MetricRoleReference
• criteria::MetricSpec
• criteria::ResolvedLossSpec
• criteria::TrainingLossRoleReference
• data::AggregateRepresentation
• data::BranchViewPlan
• data::CartesianProductRepresentation
• data::CombinationPlan
• data::DataBinding
• data::DataHandleRecord
• data::DataPlan
• data::DataPlanStep
• data::DataViewHandleRecord
• data::DataViewPolicy
• data::DataViewSelector
• data::ExternalDataPlanEnvelope
• data::InMemoryDataProvider
• data::ModelInputFusionPolicy
• data::ModelInputPortSpec
• data::ModelInputSpec
• data::MonteCarloCartesianRepresentation
• data::RepresentationComboSelectionRecord
• data::RepresentationCompatibilityReport
• data::RepresentationReplayManifest
• data::RepresentationSampleObservationMapping
• data::StackFixedRepresentation
• data::StackPaddedMaskedRepresentation
• dsl::CompiledPipelineDsl
• dsl::PipelineDslBranch
• dsl::PipelineDslBranchStep
• dsl::PipelineDslChoiceRef
• dsl::PipelineDslConcatBranch
• dsl::PipelineDslConcatTransformStep
• dsl::PipelineDslDataPort
• dsl::PipelineDslGenerationChoice
• dsl::PipelineDslGenerationConstraints
• dsl::PipelineDslGenerationDimension
• dsl::PipelineDslGenerationParamOverride
• dsl::PipelineDslGeneratorConstraints
• dsl::PipelineDslGeneratorStage
• dsl::PipelineDslGeneratorStep
• dsl::PipelineDslMergeModelStep
• dsl::PipelineDslMergeSelector
• dsl::PipelineDslMergeStep
• dsl::PipelineDslOperatorStep
• dsl::PipelineDslPredictionPort
• dsl::PipelineDslSequenceStep
• dsl::PipelineDslShapePlan
• dsl::PipelineDslSpec
• dsl::PipelineDslTuningSpec
• dsl::PipelineDslVariantChoice
• error::DagMlErrorDescriptor
• error::OofLeakageReport
• error::OofLeakageViolation
• fold::FoldAssignment
• fold::FoldSet
• fold::GroupKFoldSpec
• fold::KFoldSpec
• fold::StratifiedKFoldSpec
• generation::ChoiceRef
• generation::GenerationChoice
• generation::GenerationConstraints
• generation::GenerationDimension
• generation::GenerationParamOverride
• generation::GenerationSpec
• generation::OperatorVariantModel
• generation::VariantPlan
• graph::EdgeContract
• graph::EdgeSpec
• graph::GraphInterface
• graph::GraphSpec
• graph::NodeSpec
• graph::PortRef
• graph::PortSchema
• graph::PortSpec
• graph::RelationContract
• hpo::HpoBatch
• hpo::HpoBestTrial
• hpo::HpoEvaluationBoundary
• hpo::HpoFailure
• hpo::HpoIntermediate
• hpo::HpoNativeError
• hpo::HpoOptimizerConfig
• hpo::HpoSearchSpace
• hpo::HpoStudyBinding
• hpo::HpoTrial
• hpo::HpoTrialParameter
• hpo::MethodsHpoControllerManifest
• hpo::MethodsHpoStudyConfig
• hpo::N4moptCheckpointArtifact
• hpo::N4moptCheckpointReference
• ids::ArtifactId
• ids::BranchId
• ids::BundleId
• ids::ControllerId
• ids::FoldId
• ids::GroupId
• ids::LineageId
• ids::NodeId
• ids::ObservationId
• ids::RunId
• ids::SampleId
• ids::TargetId
• ids::VariantId
• implementation_registry::LocalImplementationRegistry
• metric_provider::MetricEvaluationResult
• metric_provider::MetricEvaluationScope
• metric_provider::MetricEvaluationTask
• metric_provider::MetricEvaluationValue
• metric_provider::MetricProviderRegistry
• metric_provider::ValidatedMetricEvaluation
• metrics::CrossFoldValidation
• metrics::OofAverageBlock
• metrics::RegressionMetricReport
• metrics::RegressionTargetBlock
• metrics::RegressionTargetRecord
• metrics::ScoreSet
• oof::OofCampaign
• oof::OofMatrix
• oof::PredictionBlock
• oof::PredictionJoinPolicy
• oof::StackingOofRefitContract
• oof::StackingOofRefitCoverageDiagnostic
• plan::CampaignSpec
• plan::ExecutionPlan
• plan::ExecutionScopePlan
• plan::GraphPlan
• plan::NodePlan
• plan::PhaseExecutionSchedule
• plan::SplitInvocation
• policy::AggregationControllerSpec
• policy::AggregationPolicy
• policy::AugmentationPolicy
• policy::DataModelShapePlan
• policy::FeatureSelectionPolicy
• policy::LeakageUnitPolicy
• policy::ReductionPlan
• policy::ShapeDelta
• provenance::OpenLineageRunEventOptions
• provenance::ResearchProvenanceExport
• provenance::ResearchProvenancePackage
• provenance::ResearchProvenancePackageFile
• provenance::ResearchProvenancePackageValidation
• relation::SampleRelation
• relation::SampleRelationSet
• replay::AttachedTrainingReplayInput
• replay::LoadedPredictorReplayInput
• replay::ReplayDataIdentity
• replay::TrainingReplayOutcome
• replay::TrainingReplayRequest
• rng::SeedContext
• runtime::ArtifactHandleRecord
• runtime::ArtifactInputSpec
• runtime::ArtifactMaterializationRequest
• runtime::ArtifactPayloadMaterializationRecord
• runtime::ArtifactRef
• runtime::BundleReplayExecution
• runtime::ColumnarPredictionCacheBlock
• runtime::ColumnarPredictionCacheManifest
• runtime::ColumnarPredictionCacheStore
• runtime::DataMaterializationRequest
• runtime::DataOutputProvenance
• runtime::DataProviderViewSpec
• runtime::DataViewRequest
• runtime::EnvelopeAttestedRuntimeDataProvider
• runtime::ExplanationBlock
• runtime::FileArtifactManifest
• runtime::FileArtifactManifestEntry
• runtime::FileArtifactManifestStore
• runtime::FileArtifactPayloadStore
• runtime::FilePredictionCacheEntry
• runtime::FilePredictionCacheManifest
• runtime::FilePredictionCacheStore
• runtime::FitInfluenceDiagnostic
• runtime::FitInfluenceTask
• runtime::HandleRef
• runtime::InMemoryAggregatedPredictionStore
• runtime::InMemoryArtifactStore
• runtime::InMemoryLineageRecorder
• runtime::InMemoryPredictionCacheStore
• runtime::InMemoryPredictionStore
• runtime::LineageRecord
• runtime::MethodsPlsData
• runtime::MethodsPlsDataRequest
• runtime::MethodsPlsDataset
• runtime::MethodsPlsMatrix
• runtime::MethodsPlsPredictDataProvider
• runtime::MethodsPlsPredictInput
• runtime::NodeResult
• runtime::NodeTask
• runtime::ParallelScheduler
• runtime::PredictionCacheMaterializationRecord
• runtime::PredictionCacheMaterializationRequest
• runtime::PredictionInputSpec
• runtime::RunContext
• runtime::RuntimeControllerRegistry
• runtime::RuntimeHpoCampaignResult
• runtime::RuntimeHpoCampaignTask
• runtime::RuntimeHpoCandidateEvaluation
• runtime::RuntimeHpoCheckpointResult
• runtime::RuntimeHpoCompletedReport
• runtime::RuntimeHpoExecutionContext
• runtime::RuntimeHpoFailure
• runtime::RuntimeHpoIncumbent
• runtime::RuntimeHpoIntermediate
• runtime::RuntimeHpoProposal
• runtime::RuntimeHpoProvenance
• runtime::RuntimeHpoSelectionTarget
• runtime::RuntimeHpoTerminalSnapshot
• runtime::SequentialScheduler
• runtime::VariantExecutionSpec
• runtime::VariantSelection
• runtime::VariantSelectionOutcome
• runtime::VariantValidationPredictions
• selection::CandidateScore
• selection::EvaluationResult
• selection::RankedCandidate
• selection::RefitSlotPlan
• selection::SelectionDecision
• selection::SelectionMetric
• selection::SelectionPolicy
• selection::StackingFitContract
• training::CacheNamespace
• training::ControllerInfluenceRequirement
• training::LoadedPredictor
• training::NamespacedNodeParameters
• training::NodePatchPolicy
• training::OutputBinding
• training::PackageArtifactBinding
• training::ParameterPatch
• training::ParameterProjection
• training::PortablePredictorPackage
• training::PredictorTemplate
• training::ResolvedTrainingOutput
• training::TrainingArtifactOptions
• training::TrainingContractProjection
• training::TrainingDataIdentity
• training::TrainingInfluenceEntry
• training::TrainingInfluenceManifest
• training::TrainingOptions
• training::TrainingOutcomeRef
• training::TrainingOutputRequest
• training::TrainingRequest
• training::TrainingResourceLimits
• training::TrainingSchedulerOptions
• training_runtime::BoundTrainingOutput
• training_runtime::TrainingExecutionInput
• training_runtime::TrainingOutcome
• training_runtime::TrainingRefitOutcome

Enums

• AggregationControllerInput
• AggregationControllerOutput
• AggregationMethod
• AggregationWeights
• ArtifactBackend
• ArtifactLoadMode
• ArtifactPolicy
• AugmentationScope
• BranchViewMode
• CanonicalInteger
• ChainEffectLens
• ChainStepRole
• CombinationMode
• ConformalError
• ConformalMeasurementStatus
• ConformalMultiTargetPolicy
• ConformalRadius
• ConformalSmallSamplePolicy
• ControllerCapability
• ControllerFitScope
• CriterionInput
• CvArtifactRetention
• DagMlError
• DataPlanStepKind
• DataRequestPartition
• EntityUnitLevel
• EvaluationScope
• FeatureSelectionScope
• FitBoundary
• FitInfluenceMechanism
• FitInfluencePolicy
• FittedArtifactMode
• FoldPartition
• FoldPartitionMode
• GenerationStrategy
• Granularity
• HandleKind
• HpoCategory
• HpoCategoryType
• HpoDirection
• HpoError
• HpoEvent
• HpoMetric
• HpoNativeParameterKind
• HpoParameter
• HpoPruner
• HpoReportOutcome
• HpoSampler
• HpoTerminal
• HpoTrialStatus
• ImplementationCapability
• ImplementationSemanticKind
• InferenceFeatures
• LearningTaskKind
• LossCapability
• LossReduction
• LossResolutionSource
• MetaRowDomain
• MetaTrainingFeatures
• MethodsHpoCompletedState
• MetricCapability
• MetricDecomposition
• MetricObjective
• MetricReduction
• MetricRoleKind
• MetricUnitId
• MissingMetricPolicy
• MissingnessPolicy
• ModelInputFusionMode
• NestedCvSpec
• NodeKind
• OutputOrder
• ParameterNamespace
• Phase
• PipelineDslBranchMode
• PipelineDslGeneratorMode
• PipelineDslGeneratorValue
• PipelineDslMergeOutput
• PipelineDslParamGenerator
• PipelineDslSelectionSpec
• PipelineDslStep
• PortCardinality
• PortKind
• PortabilityClass
• PredictionCacheRetention
• PredictionJoinKey
• PredictionKind
• PredictionLevel
• PredictionPartition
• PredictionUnitId
• ReductionAxis
• ReductionMethod
• ReductionRole
• ReductionTaskCompatibility
• RefitStrategy
• RegressionIntervalCell
• RegressionMetricKind
• ReplayabilityClass
• RepresentationCardinality
• RepresentationCompatibilityOutcome
• RepresentationCompatibilitySeverity
• RepresentationMissingSourcePolicy
• RepresentationPlan
• RngPolicy
• RuntimeHpoIntermediateOutcome
• RuntimeHpoTerminal
• SelectionProtocol
• SemanticSpecKind
• ShapeDeltaKind
• SplitUnit
• StackingOofRefitCause
• StackingOofRefitDecision
• StackingOofRefitPolicy
• Tcv1Error
• TrainingInfluenceKind
• TrainingRefitStatus
• TrainingSchedulerBackend
• TrainingSchedulerKind
• TypedCanonicalValue
• aggregation::AggregationControllerInput
• aggregation::AggregationControllerOutput
• aggregation::PredictionUnitId
• bundle::MethodsHpoCompletedState
• canonical::CanonicalInteger
• canonical::Tcv1Error
• canonical::TypedCanonicalValue
• chain_effect::ChainEffectLens
• chain_effect::ChainStepRole
• conformal::ConformalError
• conformal::ConformalMeasurementStatus
• conformal::ConformalMultiTargetPolicy
• conformal::ConformalRadius
• conformal::ConformalSmallSamplePolicy
• conformal::RegressionIntervalCell
• controller::ArtifactPolicy
• controller::ControllerCapability
• controller::ControllerFitScope
• controller::RngPolicy
• criteria::CriterionInput
• criteria::ImplementationCapability
• criteria::ImplementationSemanticKind
• criteria::LearningTaskKind
• criteria::LossCapability
• criteria::LossReduction
• criteria::LossResolutionSource
• criteria::MetricCapability
• criteria::MetricDecomposition
• criteria::MetricReduction
• criteria::MetricRoleKind
• criteria::MissingMetricPolicy
• criteria::PortabilityClass
• criteria::ReplayabilityClass
• criteria::SemanticSpecKind
• data::BranchViewMode
• data::CombinationMode
• data::DataPlanStepKind
• data::DataRequestPartition
• data::ModelInputFusionMode
• data::RepresentationCardinality
• data::RepresentationCompatibilityOutcome
• data::RepresentationCompatibilitySeverity
• data::RepresentationMissingSourcePolicy
• data::RepresentationPlan
• dsl::PipelineDslBranchMode
• dsl::PipelineDslGeneratorMode
• dsl::PipelineDslGeneratorValue
• dsl::PipelineDslMergeOutput
• dsl::PipelineDslParamGenerator
• dsl::PipelineDslSelectionSpec
• dsl::PipelineDslStep
• error::DagMlError
• fold::FoldPartitionMode
• fold::NestedCvSpec
• generation::GenerationStrategy
• graph::MissingnessPolicy
• graph::NodeKind
• graph::PortCardinality
• graph::PortKind
• hpo::HpoCategory
• hpo::HpoCategoryType
• hpo::HpoDirection
• hpo::HpoError
• hpo::HpoEvent
• hpo::HpoMetric
• hpo::HpoNativeParameterKind
• hpo::HpoParameter
• hpo::HpoPruner
• hpo::HpoReportOutcome
• hpo::HpoSampler
• hpo::HpoTerminal
• hpo::HpoTrialStatus
• metric_provider::MetricUnitId
• metrics::RegressionMetricKind
• oof::PredictionJoinKey
• oof::PredictionPartition
• oof::StackingOofRefitCause
• oof::StackingOofRefitDecision
• oof::StackingOofRefitPolicy
• phase::Phase
• policy::AggregationMethod
• policy::AggregationWeights
• policy::AugmentationScope
• policy::FeatureSelectionScope
• policy::FitBoundary
• policy::FitInfluencePolicy
• policy::Granularity
• policy::PredictionLevel
• policy::ReductionAxis
• policy::ReductionMethod
• policy::ReductionRole
• policy::ReductionTaskCompatibility
• policy::ShapeDeltaKind
• policy::SplitUnit
• relation::EntityUnitLevel
• relation::FoldPartition
• runtime::ArtifactBackend
• runtime::FitInfluenceMechanism
• runtime::HandleKind
• runtime::RuntimeHpoIntermediateOutcome
• runtime::RuntimeHpoTerminal
• selection::EvaluationScope
• selection::InferenceFeatures
• selection::MetaRowDomain
• selection::MetaTrainingFeatures
• selection::MetricObjective
• selection::RefitStrategy
• selection::SelectionProtocol
• training::ArtifactLoadMode
• training::CvArtifactRetention
• training::FittedArtifactMode
• training::OutputOrder
• training::ParameterNamespace
• training::PredictionCacheRetention
• training::PredictionKind
• training::PredictionSource
• training::TrainingInfluenceKind
• training::TrainingSchedulerBackend
• training::TrainingSchedulerKind
• training_runtime::TrainingRefitStatus

Traits

• HpoEvaluator
• HpoIntermediateReporter
• MetricProvider
• RuntimeArtifactStore
• RuntimeController
• RuntimeDataProvider
• RuntimePredictionCacheStore
• RuntimeTunerSession
• hpo::HpoEvaluator
• hpo::HpoIntermediateReporter
• metric_provider::MetricProvider
• runtime::RuntimeArtifactStore
• runtime::RuntimeController
• runtime::RuntimeDataProvider
• runtime::RuntimePredictionCacheStore
• runtime::RuntimeTunerSession

Functions

• aggregate_observation_predictions
• aggregate_sample_predictions_by_unit
• aggregation::aggregate_observation_predictions
• aggregation::aggregate_sample_predictions_by_unit
• aggregation::reduce_predictions_across_branches
• aggregation::reduce_predictions_across_folds
• aggregation::reduce_proba_mean_across_branches
• apply_split_absolute_residual
• archive_workspace::build_archive_v2_native_portable_payloads
• build_aggregated_prediction_cache_payload
• build_aggregated_prediction_cache_record
• build_archive_v2_native_portable_payloads
• build_execution_bundle
• build_execution_bundle_with_prediction_contracts
• build_execution_bundle_with_prediction_requirements
• build_execution_plan
• build_oof_prediction_cache_payloads
• build_oof_prediction_cache_records
• build_oof_prediction_requirements
• build_openlineage_run_event
• build_openlineage_run_event_from_package_files
• build_prediction_cache_payload
• build_prediction_cache_record
• build_research_provenance_export
• build_research_provenance_package
• builtin_loss_catalog
• builtin_metric_catalog
• builtin_metric_reference
• builtin_metric_registry
• bundle::build_aggregated_prediction_cache_payload
• bundle::build_aggregated_prediction_cache_record
• bundle::build_execution_bundle
• bundle::build_execution_bundle_with_prediction_contracts
• bundle::build_execution_bundle_with_prediction_requirements
• bundle::build_prediction_cache_payload
• bundle::build_prediction_cache_record
• bundle::bundle_prediction_requirement_key
• bundle::execution_bundle_schema_migration_policy
• bundle::prediction_cache_payload_schema_migration_policy
• bundle::validate_prediction_cache_payload_matches_record
• bundle_prediction_requirement_key
• calibrate_attached_training_replay
• campaign::campaign_fingerprint
• campaign_fingerprint
• canonical::deserialize_external_contract
• canonical::deserialize_external_value
• canonical::parse_typed_json
• canonical::parse_typed_json_bytes
• canonical::tcv1_encode
• canonical::tcv1_preimage
• canonical::tcv1_sha256
• canonical::validate_typed_serde_value
• capabilities_support_fit_influence
• chain_effect::chain_role_for_node_kind
• chain_effect::median
• chain_effect::orient
• chain_effect::percentile_ranks
• chain_effect::z_scores
• chain_role_for_node_kind
• compile_operator_variant_models
• compile_pipeline_dsl
• compile_pipeline_dsl_with_controller_registry
• compile_pipeline_dsl_with_generation
• compile_pipeline_dsl_with_generation_and_controller_registry
• conformal::apply_split_absolute_residual
• conformal::finite_sample_conformal_rank
• conformal::regression_conformal_metrics
• conformal::split_absolute_residual_quantiles
• conformal::validate_conformal_coverages
• controller::capabilities_support_fit_influence
• controller_adapter::derive_host_controller_registry
• controller_adapter::manifest_kind_template
• controller_adapter::representation_type_id
• controller_registry::load_yaml_manifest_from_path
• controller_registry::load_yaml_manifests_from_dir
• controller_registry::parse_yaml_manifest
• criteria::builtin_loss_catalog
• criteria::builtin_metric_catalog
• cross_fold_validation_reports
• data::data_binding_requirement_key
• data::validate_data_binding_envelope
• data_binding_requirement_key
• derive_host_controller_registry
• deserialize_external_contract
• deserialize_external_value
• dispatch_custom_aggregation_task
• dispatch_custom_observation_aggregation
• dispatch_custom_sample_aggregation
• dsl::compile_operator_variant_models
• dsl::compile_pipeline_dsl
• dsl::compile_pipeline_dsl_with_controller_registry
• dsl::compile_pipeline_dsl_with_generation
• dsl::compile_pipeline_dsl_with_generation_and_controller_registry
• dsl::fan_out_data_aware_branches
• dsl::lower_nirs4all_compat_pipeline_dsl
• dsl::operator_variant_canonical_value
• dsl::operator_variant_label
• dsl::operator_variant_label_from_steps_json
• dsl::parse_pipeline_dsl_json
• dsl::resolve_pipeline_dsl_minimal_aliases
• emit_oof_refusal
• enumerate_variants
• execute_attached_training_replay
• execute_loaded_predictor_replay
• execute_training
• execution_bundle_schema_migration_policy
• fan_out_data_aware_branches
• finite_sample_conformal_rank
• fold::fold_set_fingerprint
• fold::resolve_inner_cv
• fold::validate_inner_fold_set_within_outer
• fold_set_fingerprint
• generation::enumerate_variants
• generation::generation_spec_fingerprint
• generation_spec_fingerprint
• hpo::methods_optimizer_preflight
• implementation_dispatch_key
• implementation_registry::implementation_dispatch_key
• join_oof_campaign_features
• join_oof_features
• load_yaml_manifest_from_path
• load_yaml_manifests_from_dir
• lower_nirs4all_compat_pipeline_dsl
• manifest_kind_template
• median
• methods_hpo_resume_state_from_json
• methods_hpo_resume_state_from_package_json
• methods_optimizer_preflight
• methods_pls_predict_feature_content_fingerprint
• metric_provider::builtin_metric_reference
• metric_provider::builtin_metric_registry
• metrics::cross_fold_validation_reports
• metrics::reassemble_merge_targets
• metrics::regression_report_to_candidate_score
• metrics::score_regression_aggregated_block
• metrics::score_regression_prediction_block
• node_span
• observability::emit_oof_refusal
• observability::node_span
• observability::phase_span
• oof::join_oof_campaign_features
• oof::join_oof_features
• oof::oof_campaign_fingerprint
• oof::validate_oof_campaign
• oof::validate_prediction_blocks_against_folds
• oof::validate_prediction_blocks_are_oof
• oof::validate_producer_oof_coverage
• oof::validate_stacking_oof_refit_contract
• oof_campaign_fingerprint
• operator_variant_canonical_value
• operator_variant_label
• operator_variant_label_from_steps_json
• orient
• parse_pipeline_dsl_json
• parse_typed_json
• parse_typed_json_bytes
• parse_yaml_manifest
• percentile_ranks
• phase_span
• plan::build_execution_plan
• plan::prune_plan_to_active
• plan_oof_partition_mode
• prediction_cache_payload_schema_migration_policy
• project_parameter_patches
• provenance::build_openlineage_run_event
• provenance::build_openlineage_run_event_from_package_files
• provenance::build_research_provenance_export
• provenance::build_research_provenance_package
• provenance::validate_research_provenance_package_files
• prune_plan_to_active
• reassemble_merge_targets
• reduce_predictions_across_branches
• reduce_predictions_across_folds
• reduce_proba_mean_across_branches
• refit_artifact_input_key
• regression_conformal_metrics
• regression_report_to_candidate_score
• relation::relation_set_fingerprint
• relation_set_fingerprint
• replay::calibrate_attached_training_replay
• replay::execute_attached_training_replay
• replay::execute_loaded_predictor_replay
• replay::methods_hpo_resume_state_from_json
• replay::methods_hpo_resume_state_from_package_json
• representation_type_id
• resolve_inner_cv
• resolve_pipeline_dsl_minimal_aliases
• runtime::dispatch_custom_aggregation_task
• runtime::dispatch_custom_observation_aggregation
• runtime::dispatch_custom_sample_aggregation
• runtime::methods_pls_predict_feature_content_fingerprint
• runtime::plan_oof_partition_mode
• runtime::refit_artifact_input_key
• runtime::select_best_operator_variant_by_cv
• runtime::select_best_operator_variant_from_models
• runtime::select_best_variant_by_cv
• runtime::select_best_variant_outcome_by_cv
• runtime::select_best_variant_outcome_by_cv_for_target
• score_regression_aggregated_block
• score_regression_prediction_block
• select_best_operator_variant_by_cv
• select_best_operator_variant_from_models
• select_best_variant_by_cv
• select_best_variant_outcome_by_cv
• select_best_variant_outcome_by_cv_for_target
• select_candidate
• select_candidate_groups
• selection::select_candidate
• selection::select_candidate_groups
• split_absolute_residual_quantiles
• tcv1_encode
• tcv1_preimage
• tcv1_sha256
• training::project_parameter_patches
• training_runtime::build_oof_prediction_cache_payloads
• training_runtime::build_oof_prediction_cache_records
• training_runtime::build_oof_prediction_requirements
• training_runtime::execute_training
• validate_conformal_coverages
• validate_data_binding_envelope
• validate_inner_fold_set_within_outer
• validate_oof_campaign
• validate_prediction_blocks_against_folds
• validate_prediction_blocks_are_oof
• validate_prediction_cache_payload_matches_record
• validate_producer_oof_coverage
• validate_research_provenance_package_files
• validate_stacking_oof_refit_contract
• validate_typed_serde_value
• z_scores

Type Aliases

• HpoResult
• Result
• error::Result
• hpo::HpoResult

Constants

• AGGREGATION_CONTROLLER_RESULT_SCHEMA_ID
• AGGREGATION_CONTROLLER_RESULT_SCHEMA_VERSION
• AGGREGATION_CONTROLLER_TASK_SCHEMA_ID
• AGGREGATION_CONTROLLER_TASK_SCHEMA_VERSION
• ARCHIVE_V2_BUNDLE_MEMBER
• ARCHIVE_V2_CACHE_MEMBER
• ARCHIVE_V2_GRAPH_MEMBER
• ARCHIVE_V2_OUTCOME_MEMBER
• ARCHIVE_V2_PACKAGE_MEMBER
• ARCHIVE_V2_SCORE_MEMBER
• BOUND_TRAINING_OUTPUT_SCHEMA_VERSION
• BUNDLE_PREDICTION_CACHE_FORMAT
• CACHE_NAMESPACE_SCHEMA_ID
• CACHE_NAMESPACE_SCHEMA_VERSION
• CAMPAIGN_SPEC_SCHEMA_ID
• CAMPAIGN_SPEC_SCHEMA_VERSION
• CHAIN_EFFECT_SCHEMA_ID
• CHAIN_EFFECT_SCHEMA_VERSION
• CONFORMAL_RUNTIME_SCHEMA_VERSION
• CONFORMAL_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• CONTROLLER_MANIFEST_SCHEMA_ID
• CONTROLLER_MANIFEST_SCHEMA_VERSION
• DAGML_OPENLINEAGE_FACET_SCHEMA_URL
• DATA_OUTPUT_PROVENANCE_KEY
• DATA_OUTPUT_PROVENANCE_SCHEMA_ID
• DATA_OUTPUT_PROVENANCE_SCHEMA_VERSION
• DATA_PLAN_SCHEMA_ID
• DATA_PLAN_SCHEMA_VERSION
• DSL_DATA_AWARE_FANOUT_METADATA_KEY
• EARLY_STOPPING_RECORD_SCHEMA_ID
• EARLY_STOPPING_RECORD_SCHEMA_VERSION
• EXECUTION_BUNDLE_FILE
• EXECUTION_BUNDLE_SCHEMA_VERSION
• EXECUTION_PLAN_FILE
• EXECUTION_PLAN_SCHEMA_ID
• EXECUTION_PLAN_SCHEMA_VERSION
• EXTERNAL_DATA_PLAN_ENVELOPE_SCHEMA_VERSION
• FILE_ARTIFACT_MANIFEST_FILE
• FILE_ARTIFACT_MANIFEST_SCHEMA_VERSION
• FILE_PREDICTION_CACHE_MANIFEST_FILE
• FILE_PREDICTION_CACHE_STORE_SCHEMA_VERSION
• GRAPH_SPEC_SCHEMA_ID
• GRAPH_SPEC_SCHEMA_VERSION
• HPO_MANIFEST_SCHEMA_VERSION
• IMPLEMENTATION_DESCRIPTOR_SCHEMA_ID
• IMPLEMENTATION_DESCRIPTOR_SCHEMA_VERSION
• LEGACY_BUNDLE_PREDICTION_CACHE_FORMAT
• LEGACY_EXECUTION_BUNDLE_SCHEMA_VERSION
• LEGACY_PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• LEGACY_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• LEGACY_SCORE_SET_SCHEMA_VERSION
• LEGACY_TRAINING_OUTCOME_SCHEMA_VERSION
• LEGACY_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• LINEAGE_RECORDS_FILE
• LOSS_EXECUTION_ATTESTATION_SCHEMA_ID
• LOSS_EXECUTION_ATTESTATION_SCHEMA_VERSION
• LOSS_ROLE_SCHEMA_VERSION
• LOSS_SPEC_SCHEMA_ID
• LOSS_SPEC_SCHEMA_VERSION
• MAX_CONFORMAL_SAMPLE_COUNT
• MAX_N4MOPT_CHECKPOINT_BYTES
• METHODS_HPO_RESUME_STATE_SCHEMA_VERSION
• METHODS_PLS_CONTROLLER_ID
• METHODS_PLS_PREDICT_CONTENT_PROFILE
• METRIC_EVALUATION_RESULT_SCHEMA_ID
• METRIC_EVALUATION_RESULT_SCHEMA_VERSION
• METRIC_EVALUATION_TASK_SCHEMA_ID
• METRIC_EVALUATION_TASK_SCHEMA_VERSION
• METRIC_ROLE_SCHEMA_ID
• METRIC_ROLE_SCHEMA_VERSION
• METRIC_SPEC_SCHEMA_ID
• METRIC_SPEC_SCHEMA_VERSION
• MIN_READABLE_EXECUTION_BUNDLE_SCHEMA_VERSION
• MIN_READABLE_PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• MIN_READABLE_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• MIN_READABLE_SCORE_SET_SCHEMA_VERSION
• MIN_READABLE_TRAINING_OUTCOME_SCHEMA_VERSION
• MIN_READABLE_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• MIN_WRITABLE_EXECUTION_BUNDLE_SCHEMA_VERSION
• MIN_WRITABLE_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• MODEL_INPUT_SPEC_SCHEMA_ID
• MODEL_INPUT_SPEC_SCHEMA_VERSION
• N4MOPT_ARTIFACT_KIND
• N4MOPT_CHECKPOINT_SCHEMA_VERSION
• N4MOPT_FORMAT
• NODE_RESULT_SCHEMA_ID
• NODE_RESULT_SCHEMA_VERSION
• NODE_TASK_SCHEMA_ID
• NODE_TASK_SCHEMA_VERSION
• OBSERVABILITY_FIELD_ALLOWLIST
• OPENLINEAGE_RUN_EVENT_SCHEMA_URL
• OUTPUT_BINDING_SCHEMA_VERSION
• PARAMETER_PATCH_SCHEMA_VERSION
• PARAMETER_PROJECTION_SCHEMA_VERSION
• PIPELINE_DSL_SCHEMA_ID
• PIPELINE_DSL_SCHEMA_VERSION
• PORTABLE_PREDICTOR_PACKAGE_SCHEMA_ID
• PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• PROV_JSONLD_FILE
• REPRESENTATION_TABULAR_NUMERIC
• REPRESENTATION_TARGET_NUMERIC
• RESEARCH_PROVENANCE_SCHEMA_VERSION
• RO_CRATE_METADATA_FILE
• SCORE_SET_SCHEMA_VERSION
• SELECTION_DECISION_SCHEMA_ID
• SELECTION_DECISION_SCHEMA_VERSION
• SELECTION_POLICY_SCHEMA_ID
• SELECTION_POLICY_SCHEMA_VERSION
• SOURCE_INDEX_METADATA_KEY
• STACKING_OOF_REFIT_CONTRACT_METADATA_KEY
• TCV1_PREFIX
• TRAINING_INFLUENCE_MANIFEST_SCHEMA_VERSION
• TRAINING_LOSS_ROLE_SCHEMA_ID
• TRAINING_OUTCOME_SCHEMA_ID
• TRAINING_OUTCOME_SCHEMA_VERSION
• TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• TRAINING_REPLAY_REQUEST_SCHEMA_VERSION
• TRAINING_REQUEST_SCHEMA_ID
• TRAINING_REQUEST_SCHEMA_VERSION
• aggregation::AGGREGATION_CONTROLLER_RESULT_SCHEMA_ID
• aggregation::AGGREGATION_CONTROLLER_RESULT_SCHEMA_VERSION
• aggregation::AGGREGATION_CONTROLLER_TASK_SCHEMA_ID
• aggregation::AGGREGATION_CONTROLLER_TASK_SCHEMA_VERSION
• archive_workspace::ARCHIVE_V2_BUNDLE_MEMBER
• archive_workspace::ARCHIVE_V2_CACHE_MEMBER
• archive_workspace::ARCHIVE_V2_GRAPH_MEMBER
• archive_workspace::ARCHIVE_V2_OUTCOME_MEMBER
• archive_workspace::ARCHIVE_V2_PACKAGE_MEMBER
• archive_workspace::ARCHIVE_V2_SCORE_MEMBER
• bundle::BUNDLE_PREDICTION_CACHE_FORMAT
• bundle::EXECUTION_BUNDLE_SCHEMA_VERSION
• bundle::LEGACY_BUNDLE_PREDICTION_CACHE_FORMAT
• bundle::LEGACY_EXECUTION_BUNDLE_SCHEMA_VERSION
• bundle::LEGACY_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• bundle::METHODS_HPO_RESUME_STATE_SCHEMA_VERSION
• bundle::MIN_READABLE_EXECUTION_BUNDLE_SCHEMA_VERSION
• bundle::MIN_READABLE_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• bundle::MIN_WRITABLE_EXECUTION_BUNDLE_SCHEMA_VERSION
• bundle::MIN_WRITABLE_PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• bundle::PREDICTION_CACHE_PAYLOAD_SCHEMA_VERSION
• canonical::TCV1_PREFIX
• chain_effect::CHAIN_EFFECT_SCHEMA_ID
• chain_effect::CHAIN_EFFECT_SCHEMA_VERSION
• conformal::MAX_CONFORMAL_SAMPLE_COUNT
• conformal_runtime::CONFORMAL_RUNTIME_SCHEMA_VERSION
• controller::CONTROLLER_MANIFEST_SCHEMA_ID
• controller::CONTROLLER_MANIFEST_SCHEMA_VERSION
• controller_adapter::REPRESENTATION_TABULAR_NUMERIC
• controller_adapter::REPRESENTATION_TARGET_NUMERIC
• criteria::EARLY_STOPPING_RECORD_SCHEMA_ID
• criteria::EARLY_STOPPING_RECORD_SCHEMA_VERSION
• criteria::IMPLEMENTATION_DESCRIPTOR_SCHEMA_ID
• criteria::IMPLEMENTATION_DESCRIPTOR_SCHEMA_VERSION
• criteria::LOSS_EXECUTION_ATTESTATION_SCHEMA_ID
• criteria::LOSS_EXECUTION_ATTESTATION_SCHEMA_VERSION
• criteria::LOSS_ROLE_SCHEMA_VERSION
• criteria::LOSS_SPEC_SCHEMA_ID
• criteria::LOSS_SPEC_SCHEMA_VERSION
• criteria::METRIC_ROLE_SCHEMA_ID
• criteria::METRIC_ROLE_SCHEMA_VERSION
• criteria::METRIC_SPEC_SCHEMA_ID
• criteria::METRIC_SPEC_SCHEMA_VERSION
• criteria::TRAINING_LOSS_ROLE_SCHEMA_ID
• data::DATA_PLAN_SCHEMA_ID
• data::DATA_PLAN_SCHEMA_VERSION
• data::EXTERNAL_DATA_PLAN_ENVELOPE_SCHEMA_VERSION
• data::MODEL_INPUT_SPEC_SCHEMA_ID
• data::MODEL_INPUT_SPEC_SCHEMA_VERSION
• data::SOURCE_INDEX_METADATA_KEY
• dsl::DSL_DATA_AWARE_FANOUT_METADATA_KEY
• dsl::PIPELINE_DSL_SCHEMA_ID
• dsl::PIPELINE_DSL_SCHEMA_VERSION
• graph::GRAPH_SPEC_SCHEMA_ID
• graph::GRAPH_SPEC_SCHEMA_VERSION
• hpo::HPO_MANIFEST_SCHEMA_VERSION
• hpo::MAX_N4MOPT_CHECKPOINT_BYTES
• hpo::METHODS_PLS_CONTROLLER_ID
• hpo::N4MOPT_ARTIFACT_KIND
• hpo::N4MOPT_CHECKPOINT_SCHEMA_VERSION
• hpo::N4MOPT_FORMAT
• metric_provider::METRIC_EVALUATION_RESULT_SCHEMA_ID
• metric_provider::METRIC_EVALUATION_RESULT_SCHEMA_VERSION
• metric_provider::METRIC_EVALUATION_TASK_SCHEMA_ID
• metric_provider::METRIC_EVALUATION_TASK_SCHEMA_VERSION
• metrics::LEGACY_SCORE_SET_SCHEMA_VERSION
• metrics::MIN_READABLE_SCORE_SET_SCHEMA_VERSION
• metrics::SCORE_SET_SCHEMA_VERSION
• observability::OBSERVABILITY_FIELD_ALLOWLIST
• oof::STACKING_OOF_REFIT_CONTRACT_METADATA_KEY
• plan::CAMPAIGN_SPEC_SCHEMA_ID
• plan::CAMPAIGN_SPEC_SCHEMA_VERSION
• plan::EXECUTION_PLAN_SCHEMA_ID
• plan::EXECUTION_PLAN_SCHEMA_VERSION
• provenance::DAGML_OPENLINEAGE_FACET_SCHEMA_URL
• provenance::EXECUTION_BUNDLE_FILE
• provenance::EXECUTION_PLAN_FILE
• provenance::LINEAGE_RECORDS_FILE
• provenance::OPENLINEAGE_RUN_EVENT_SCHEMA_URL
• provenance::PROV_JSONLD_FILE
• provenance::RESEARCH_PROVENANCE_SCHEMA_VERSION
• provenance::RO_CRATE_METADATA_FILE
• replay::CONFORMAL_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• replay::LEGACY_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• replay::MIN_READABLE_TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• replay::TRAINING_REPLAY_OUTCOME_SCHEMA_VERSION
• replay::TRAINING_REPLAY_REQUEST_SCHEMA_VERSION
• runtime::DATA_OUTPUT_PROVENANCE_KEY
• runtime::DATA_OUTPUT_PROVENANCE_SCHEMA_ID
• runtime::DATA_OUTPUT_PROVENANCE_SCHEMA_VERSION
• runtime::FILE_ARTIFACT_MANIFEST_FILE
• runtime::FILE_ARTIFACT_MANIFEST_SCHEMA_VERSION
• runtime::FILE_PREDICTION_CACHE_MANIFEST_FILE
• runtime::FILE_PREDICTION_CACHE_STORE_SCHEMA_VERSION
• runtime::METHODS_PLS_PREDICT_CONTENT_PROFILE
• runtime::NODE_RESULT_SCHEMA_ID
• runtime::NODE_RESULT_SCHEMA_VERSION
• runtime::NODE_TASK_SCHEMA_ID
• runtime::NODE_TASK_SCHEMA_VERSION
• selection::SELECTION_DECISION_SCHEMA_ID
• selection::SELECTION_DECISION_SCHEMA_VERSION
• selection::SELECTION_POLICY_SCHEMA_ID
• selection::SELECTION_POLICY_SCHEMA_VERSION
• training::CACHE_NAMESPACE_SCHEMA_ID
• training::CACHE_NAMESPACE_SCHEMA_VERSION
• training::LEGACY_PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• training::MIN_READABLE_PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• training::OUTPUT_BINDING_SCHEMA_VERSION
• training::PARAMETER_PATCH_SCHEMA_VERSION
• training::PARAMETER_PROJECTION_SCHEMA_VERSION
• training::PORTABLE_PREDICTOR_PACKAGE_SCHEMA_ID
• training::PORTABLE_PREDICTOR_PACKAGE_SCHEMA_VERSION
• training::TRAINING_INFLUENCE_MANIFEST_SCHEMA_VERSION
• training::TRAINING_REQUEST_SCHEMA_ID
• training::TRAINING_REQUEST_SCHEMA_VERSION
• training_runtime::BOUND_TRAINING_OUTPUT_SCHEMA_VERSION
• training_runtime::LEGACY_TRAINING_OUTCOME_SCHEMA_VERSION
• training_runtime::MIN_READABLE_TRAINING_OUTCOME_SCHEMA_VERSION
• training_runtime::TRAINING_OUTCOME_SCHEMA_ID
• training_runtime::TRAINING_OUTCOME_SCHEMA_VERSION