job

Sep 20, 2024

Changes in this version

type AllNodes

+ NodesValueType NodesValueType

+ func (s AllNodes) Nodes() BaseNodesImpl

type AmlToken

+ IdentityType IdentityConfigurationType

+ func (s AmlToken) IdentityConfiguration() BaseIdentityConfigurationImpl

type AutoForecastHorizon

+ Mode ForecastHorizonMode

+ func (s AutoForecastHorizon) ForecastHorizon() BaseForecastHorizonImpl

type AutoMLJob

+ JobType JobType

+ func (s AutoMLJob) JobBase() BaseJobBaseImpl

type AutoMLVertical

+ func UnmarshalAutoMLVerticalImplementation(input []byte) (AutoMLVertical, error)

+ AutoMLVertical func() BaseAutoMLVerticalImpl

type AutoNCrossValidations

+ Mode NCrossValidationsMode

+ func (s AutoNCrossValidations) NCrossValidations() BaseNCrossValidationsImpl

type AutoSeasonality

+ Mode SeasonalityMode

+ func (s AutoSeasonality) Seasonality() BaseSeasonalityImpl

type AutoTargetLags

+ Mode TargetLagsMode

+ func (s AutoTargetLags) TargetLags() BaseTargetLagsImpl

type AutoTargetRollingWindowSize

+ Mode TargetRollingWindowSizeMode

+ func (s AutoTargetRollingWindowSize) TargetRollingWindowSize() BaseTargetRollingWindowSizeImpl

type BanditPolicy

+ PolicyType EarlyTerminationPolicyType

+ func (s BanditPolicy) EarlyTerminationPolicy() BaseEarlyTerminationPolicyImpl

+ type BaseAutoMLVerticalImpl struct

+ LogVerbosity *LogVerbosity

+ TargetColumnName *string

+ TaskType TaskType

+ TrainingData MLTableJobInput

+ func (s BaseAutoMLVerticalImpl) AutoMLVertical() BaseAutoMLVerticalImpl

+ type BaseDistributionConfigurationImpl struct

+ DistributionType DistributionType

+ func (s BaseDistributionConfigurationImpl) DistributionConfiguration() BaseDistributionConfigurationImpl

+ type BaseEarlyTerminationPolicyImpl struct

+ DelayEvaluation *int64

+ EvaluationInterval *int64

+ PolicyType EarlyTerminationPolicyType

+ func (s BaseEarlyTerminationPolicyImpl) EarlyTerminationPolicy() BaseEarlyTerminationPolicyImpl

+ type BaseForecastHorizonImpl struct

+ Mode ForecastHorizonMode

+ func (s BaseForecastHorizonImpl) ForecastHorizon() BaseForecastHorizonImpl

+ type BaseIdentityConfigurationImpl struct

+ IdentityType IdentityConfigurationType

+ func (s BaseIdentityConfigurationImpl) IdentityConfiguration() BaseIdentityConfigurationImpl

+ type BaseJobBaseImpl struct

+ ComponentId *string

+ ComputeId *string

+ Description *string

+ DisplayName *string

+ ExperimentName *string

+ Identity IdentityConfiguration

+ IsArchived *bool

+ JobType JobType

+ Properties *map[string]string

+ Services *map[string]JobService

+ Status *JobStatus

+ Tags *map[string]string

+ func (s *BaseJobBaseImpl) UnmarshalJSON(bytes []byte) error

+ func (s BaseJobBaseImpl) JobBase() BaseJobBaseImpl

+ type BaseJobInputImpl struct

+ Description *string

+ JobInputType JobInputType

+ func (s BaseJobInputImpl) JobInput() BaseJobInputImpl

+ type BaseJobLimitsImpl struct

+ JobLimitsType JobLimitsType

+ Timeout *string

+ func (s BaseJobLimitsImpl) JobLimits() BaseJobLimitsImpl

+ type BaseJobOutputImpl struct

+ Description *string

+ JobOutputType JobOutputType

+ func (s BaseJobOutputImpl) JobOutput() BaseJobOutputImpl

+ type BaseNCrossValidationsImpl struct

+ Mode NCrossValidationsMode

+ func (s BaseNCrossValidationsImpl) NCrossValidations() BaseNCrossValidationsImpl

+ type BaseNodesImpl struct

+ NodesValueType NodesValueType

+ func (s BaseNodesImpl) Nodes() BaseNodesImpl

+ type BaseSamplingAlgorithmImpl struct

+ SamplingAlgorithmType SamplingAlgorithmType

+ func (s BaseSamplingAlgorithmImpl) SamplingAlgorithm() BaseSamplingAlgorithmImpl

+ type BaseSeasonalityImpl struct

+ Mode SeasonalityMode

+ func (s BaseSeasonalityImpl) Seasonality() BaseSeasonalityImpl

+ type BaseTargetLagsImpl struct

+ Mode TargetLagsMode

+ func (s BaseTargetLagsImpl) TargetLags() BaseTargetLagsImpl

+ type BaseTargetRollingWindowSizeImpl struct

+ Mode TargetRollingWindowSizeMode

+ func (s BaseTargetRollingWindowSizeImpl) TargetRollingWindowSize() BaseTargetRollingWindowSizeImpl

type BayesianSamplingAlgorithm

+ SamplingAlgorithmType SamplingAlgorithmType

+ func (s BayesianSamplingAlgorithm) SamplingAlgorithm() BaseSamplingAlgorithmImpl

type Classification

+ TaskType TaskType

+ func (s Classification) AutoMLVertical() BaseAutoMLVerticalImpl

type CommandJob

+ JobType JobType

+ func (s CommandJob) JobBase() BaseJobBaseImpl

type CommandJobLimits

+ JobLimitsType JobLimitsType

+ func (s CommandJobLimits) JobLimits() BaseJobLimitsImpl

type CustomForecastHorizon

+ Mode ForecastHorizonMode

+ func (s CustomForecastHorizon) ForecastHorizon() BaseForecastHorizonImpl

type CustomModelJobInput

+ JobInputType JobInputType

+ func (s CustomModelJobInput) JobInput() BaseJobInputImpl

type CustomModelJobOutput

+ JobOutputType JobOutputType

+ func (s CustomModelJobOutput) JobOutput() BaseJobOutputImpl

type CustomNCrossValidations

+ Mode NCrossValidationsMode

+ func (s CustomNCrossValidations) NCrossValidations() BaseNCrossValidationsImpl

type CustomSeasonality

+ Mode SeasonalityMode

+ func (s CustomSeasonality) Seasonality() BaseSeasonalityImpl

type CustomTargetLags

+ Mode TargetLagsMode

+ func (s CustomTargetLags) TargetLags() BaseTargetLagsImpl

type CustomTargetRollingWindowSize

+ Mode TargetRollingWindowSizeMode

+ func (s CustomTargetRollingWindowSize) TargetRollingWindowSize() BaseTargetRollingWindowSizeImpl

type DistributionConfiguration

+ func UnmarshalDistributionConfigurationImplementation(input []byte) (DistributionConfiguration, error)

+ DistributionConfiguration func() BaseDistributionConfigurationImpl

type EarlyTerminationPolicy

+ func UnmarshalEarlyTerminationPolicyImplementation(input []byte) (EarlyTerminationPolicy, error)

+ EarlyTerminationPolicy func() BaseEarlyTerminationPolicyImpl

type ForecastHorizon

+ func UnmarshalForecastHorizonImplementation(input []byte) (ForecastHorizon, error)

+ ForecastHorizon func() BaseForecastHorizonImpl

type Forecasting

+ TaskType TaskType

+ func (s Forecasting) AutoMLVertical() BaseAutoMLVerticalImpl

type GridSamplingAlgorithm

+ SamplingAlgorithmType SamplingAlgorithmType

+ func (s GridSamplingAlgorithm) SamplingAlgorithm() BaseSamplingAlgorithmImpl

type IdentityConfiguration

+ func UnmarshalIdentityConfigurationImplementation(input []byte) (IdentityConfiguration, error)

+ IdentityConfiguration func() BaseIdentityConfigurationImpl

type ImageClassification

+ TaskType TaskType

+ func (s ImageClassification) AutoMLVertical() BaseAutoMLVerticalImpl

type ImageClassificationMultilabel

+ TaskType TaskType

+ func (s ImageClassificationMultilabel) AutoMLVertical() BaseAutoMLVerticalImpl

type ImageInstanceSegmentation

+ TaskType TaskType

+ func (s ImageInstanceSegmentation) AutoMLVertical() BaseAutoMLVerticalImpl

type ImageObjectDetection

+ TaskType TaskType

+ func (s ImageObjectDetection) AutoMLVertical() BaseAutoMLVerticalImpl

type JobBase

+ func UnmarshalJobBaseImplementation(input []byte) (JobBase, error)

+ JobBase func() BaseJobBaseImpl

type JobInput

+ func UnmarshalJobInputImplementation(input []byte) (JobInput, error)

+ JobInput func() BaseJobInputImpl

type JobLimits

+ func UnmarshalJobLimitsImplementation(input []byte) (JobLimits, error)

+ JobLimits func() BaseJobLimitsImpl

type JobOutput

+ func UnmarshalJobOutputImplementation(input []byte) (JobOutput, error)

+ JobOutput func() BaseJobOutputImpl

type LiteralJobInput

+ JobInputType JobInputType

+ func (s LiteralJobInput) JobInput() BaseJobInputImpl

type MLFlowModelJobInput

+ JobInputType JobInputType

+ func (s MLFlowModelJobInput) JobInput() BaseJobInputImpl

type MLFlowModelJobOutput

+ JobOutputType JobOutputType

+ func (s MLFlowModelJobOutput) JobOutput() BaseJobOutputImpl

type MLTableJobInput

+ JobInputType JobInputType

+ func (s MLTableJobInput) JobInput() BaseJobInputImpl

type MLTableJobOutput

+ JobOutputType JobOutputType

+ func (s MLTableJobOutput) JobOutput() BaseJobOutputImpl

type ManagedIdentity

+ IdentityType IdentityConfigurationType

+ func (s ManagedIdentity) IdentityConfiguration() BaseIdentityConfigurationImpl

type MedianStoppingPolicy

+ PolicyType EarlyTerminationPolicyType

+ func (s MedianStoppingPolicy) EarlyTerminationPolicy() BaseEarlyTerminationPolicyImpl

type Mpi

+ DistributionType DistributionType

+ func (s Mpi) DistributionConfiguration() BaseDistributionConfigurationImpl

type NCrossValidations

+ func UnmarshalNCrossValidationsImplementation(input []byte) (NCrossValidations, error)

+ NCrossValidations func() BaseNCrossValidationsImpl

type Nodes

+ func UnmarshalNodesImplementation(input []byte) (Nodes, error)

+ Nodes func() BaseNodesImpl

type PipelineJob

+ JobType JobType

+ func (s PipelineJob) JobBase() BaseJobBaseImpl

type PyTorch

+ DistributionType DistributionType

+ func (s PyTorch) DistributionConfiguration() BaseDistributionConfigurationImpl

type RandomSamplingAlgorithm

+ SamplingAlgorithmType SamplingAlgorithmType

+ func (s RandomSamplingAlgorithm) SamplingAlgorithm() BaseSamplingAlgorithmImpl

type RawAutoMLVerticalImpl

+ func (s RawAutoMLVerticalImpl) AutoMLVertical() BaseAutoMLVerticalImpl

type RawDistributionConfigurationImpl

+ func (s RawDistributionConfigurationImpl) DistributionConfiguration() BaseDistributionConfigurationImpl

type RawEarlyTerminationPolicyImpl

+ func (s RawEarlyTerminationPolicyImpl) EarlyTerminationPolicy() BaseEarlyTerminationPolicyImpl

type RawForecastHorizonImpl

+ func (s RawForecastHorizonImpl) ForecastHorizon() BaseForecastHorizonImpl

type RawIdentityConfigurationImpl

+ func (s RawIdentityConfigurationImpl) IdentityConfiguration() BaseIdentityConfigurationImpl

type RawJobBaseImpl

+ func (s RawJobBaseImpl) JobBase() BaseJobBaseImpl

type RawJobInputImpl

+ func (s RawJobInputImpl) JobInput() BaseJobInputImpl

type RawJobLimitsImpl

+ func (s RawJobLimitsImpl) JobLimits() BaseJobLimitsImpl

type RawJobOutputImpl

+ func (s RawJobOutputImpl) JobOutput() BaseJobOutputImpl

type RawNCrossValidationsImpl

+ func (s RawNCrossValidationsImpl) NCrossValidations() BaseNCrossValidationsImpl

type RawNodesImpl

+ func (s RawNodesImpl) Nodes() BaseNodesImpl

type RawSamplingAlgorithmImpl

+ func (s RawSamplingAlgorithmImpl) SamplingAlgorithm() BaseSamplingAlgorithmImpl

type RawSeasonalityImpl

+ func (s RawSeasonalityImpl) Seasonality() BaseSeasonalityImpl

type RawTargetLagsImpl

+ func (s RawTargetLagsImpl) TargetLags() BaseTargetLagsImpl

type RawTargetRollingWindowSizeImpl

+ func (s RawTargetRollingWindowSizeImpl) TargetRollingWindowSize() BaseTargetRollingWindowSizeImpl

type Regression

+ TaskType TaskType

+ func (s Regression) AutoMLVertical() BaseAutoMLVerticalImpl

type SamplingAlgorithm

+ func UnmarshalSamplingAlgorithmImplementation(input []byte) (SamplingAlgorithm, error)

+ SamplingAlgorithm func() BaseSamplingAlgorithmImpl

type Seasonality

+ func UnmarshalSeasonalityImplementation(input []byte) (Seasonality, error)

+ Seasonality func() BaseSeasonalityImpl

type SweepJob

+ JobType JobType

+ func (s SweepJob) JobBase() BaseJobBaseImpl

type SweepJobLimits

+ JobLimitsType JobLimitsType

+ func (s SweepJobLimits) JobLimits() BaseJobLimitsImpl

type TargetLags

+ func UnmarshalTargetLagsImplementation(input []byte) (TargetLags, error)

+ TargetLags func() BaseTargetLagsImpl

type TargetRollingWindowSize

+ func UnmarshalTargetRollingWindowSizeImplementation(input []byte) (TargetRollingWindowSize, error)

+ TargetRollingWindowSize func() BaseTargetRollingWindowSizeImpl

type TensorFlow

+ DistributionType DistributionType

+ func (s TensorFlow) DistributionConfiguration() BaseDistributionConfigurationImpl

type TextClassification

+ TaskType TaskType

+ func (s TextClassification) AutoMLVertical() BaseAutoMLVerticalImpl

type TextClassificationMultilabel

+ TaskType TaskType

+ func (s TextClassificationMultilabel) AutoMLVertical() BaseAutoMLVerticalImpl

type TextNer

+ TaskType TaskType

+ func (s TextNer) AutoMLVertical() BaseAutoMLVerticalImpl

type TritonModelJobInput

+ JobInputType JobInputType

+ func (s TritonModelJobInput) JobInput() BaseJobInputImpl

type TritonModelJobOutput

+ JobOutputType JobOutputType

+ func (s TritonModelJobOutput) JobOutput() BaseJobOutputImpl

type TruncationSelectionPolicy

+ PolicyType EarlyTerminationPolicyType

+ func (s TruncationSelectionPolicy) EarlyTerminationPolicy() BaseEarlyTerminationPolicyImpl

type UriFileJobInput

+ JobInputType JobInputType

+ func (s UriFileJobInput) JobInput() BaseJobInputImpl

type UriFileJobOutput

+ JobOutputType JobOutputType

+ func (s UriFileJobOutput) JobOutput() BaseJobOutputImpl

type UriFolderJobInput

+ JobInputType JobInputType

+ func (s UriFolderJobInput) JobInput() BaseJobInputImpl

type UriFolderJobOutput

+ JobOutputType JobOutputType

+ func (s UriFolderJobOutput) JobOutput() BaseJobOutputImpl

type UserIdentity

+ IdentityType IdentityConfigurationType

+ func (s UserIdentity) IdentityConfiguration() BaseIdentityConfigurationImpl

Jun 28, 2024

Changes in this version

+ type ListCustomPager struct

+ NextLink *odata.Link

+ func (p *ListCustomPager) NextPageLink() *odata.Link

Jan 25, 2024

Changes in this version

+ func PossibleValuesForBlockedTransformers() []string

+ func PossibleValuesForClassificationModels() []string

+ func PossibleValuesForClassificationMultilabelPrimaryMetrics() []string

+ func PossibleValuesForClassificationPrimaryMetrics() []string

+ func PossibleValuesForDistributionType() []string

+ func PossibleValuesForEarlyTerminationPolicyType() []string

+ func PossibleValuesForFeatureLags() []string

+ func PossibleValuesForFeaturizationMode() []string

+ func PossibleValuesForForecastHorizonMode() []string

+ func PossibleValuesForForecastingModels() []string

+ func PossibleValuesForForecastingPrimaryMetrics() []string

+ func PossibleValuesForGoal() []string

+ func PossibleValuesForIdentityConfigurationType() []string

+ func PossibleValuesForInputDeliveryMode() []string

+ func PossibleValuesForInstanceSegmentationPrimaryMetrics() []string

+ func PossibleValuesForJobInputType() []string

+ func PossibleValuesForJobLimitsType() []string

+ func PossibleValuesForJobOutputType() []string

+ func PossibleValuesForJobStatus() []string

+ func PossibleValuesForJobTier() []string

+ func PossibleValuesForJobType() []string

+ func PossibleValuesForLearningRateScheduler() []string

+ func PossibleValuesForListViewType() []string

+ func PossibleValuesForLogVerbosity() []string

+ func PossibleValuesForModelSize() []string

+ func PossibleValuesForNCrossValidationsMode() []string

+ func PossibleValuesForNodesValueType() []string

+ func PossibleValuesForObjectDetectionPrimaryMetrics() []string

+ func PossibleValuesForOutputDeliveryMode() []string

+ func PossibleValuesForRandomSamplingAlgorithmRule() []string

+ func PossibleValuesForRegressionModels() []string

+ func PossibleValuesForRegressionPrimaryMetrics() []string

+ func PossibleValuesForSamplingAlgorithmType() []string

+ func PossibleValuesForSeasonalityMode() []string

+ func PossibleValuesForShortSeriesHandlingConfiguration() []string

+ func PossibleValuesForStackMetaLearnerType() []string

+ func PossibleValuesForStochasticOptimizer() []string

+ func PossibleValuesForTargetAggregationFunction() []string

+ func PossibleValuesForTargetLagsMode() []string

+ func PossibleValuesForTargetRollingWindowSizeMode() []string

+ func PossibleValuesForTaskType() []string

+ func PossibleValuesForUseStl() []string

+ func PossibleValuesForValidationMetricType() []string

+ func ValidateJobID(input interface{}, key string) (warnings []string, errors []error)

+ func ValidateWorkspaceID(input interface{}, key string) (warnings []string, errors []error)

+ type AllNodes struct

+ func (s AllNodes) MarshalJSON() ([]byte, error)

+ type AmlToken struct

+ func (s AmlToken) MarshalJSON() ([]byte, error)

+ type AutoForecastHorizon struct

+ func (s AutoForecastHorizon) MarshalJSON() ([]byte, error)

+ type AutoMLJob struct

+ ComponentId *string

+ ComputeId *string

+ Description *string

+ DisplayName *string

+ EnvironmentId *string

+ EnvironmentVariables *map[string]string

+ ExperimentName *string

+ Identity IdentityConfiguration

+ IsArchived *bool

+ Outputs *map[string]JobOutput

+ Properties *map[string]string

+ QueueSettings *QueueSettings

+ Resources *JobResourceConfiguration

+ Services *map[string]JobService

+ Status *JobStatus

+ Tags *map[string]string

+ TaskDetails AutoMLVertical

+ func (s *AutoMLJob) UnmarshalJSON(bytes []byte) error

+ func (s AutoMLJob) MarshalJSON() ([]byte, error)

+ type AutoMLVertical interface

+ type AutoNCrossValidations struct

+ func (s AutoNCrossValidations) MarshalJSON() ([]byte, error)

+ type AutoSeasonality struct

+ func (s AutoSeasonality) MarshalJSON() ([]byte, error)

+ type AutoTargetLags struct

+ func (s AutoTargetLags) MarshalJSON() ([]byte, error)

+ type AutoTargetRollingWindowSize struct

+ func (s AutoTargetRollingWindowSize) MarshalJSON() ([]byte, error)

+ type BanditPolicy struct

+ DelayEvaluation *int64

+ EvaluationInterval *int64

+ SlackAmount *float64

+ SlackFactor *float64

+ func (s BanditPolicy) MarshalJSON() ([]byte, error)

+ type BayesianSamplingAlgorithm struct

+ func (s BayesianSamplingAlgorithm) MarshalJSON() ([]byte, error)

+ type BlockedTransformers string

+ const BlockedTransformersCatTargetEncoder

+ const BlockedTransformersCountVectorizer

+ const BlockedTransformersHashOneHotEncoder

+ const BlockedTransformersLabelEncoder

+ const BlockedTransformersNaiveBayes

+ const BlockedTransformersOneHotEncoder

+ const BlockedTransformersTextTargetEncoder

+ const BlockedTransformersTfIdf

+ const BlockedTransformersWoETargetEncoder

+ const BlockedTransformersWordEmbedding

+ func (s *BlockedTransformers) UnmarshalJSON(bytes []byte) error

+ type CancelOperationResponse struct

+ HttpResponse *http.Response

+ OData *odata.OData

+ Poller pollers.Poller

+ type Classification struct

+ CvSplitColumnNames *[]string

+ FeaturizationSettings *TableVerticalFeaturizationSettings

+ LimitSettings *TableVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ NCrossValidations NCrossValidations

+ PositiveLabel *string

+ PrimaryMetric *ClassificationPrimaryMetrics

+ TargetColumnName *string

+ TestData *MLTableJobInput

+ TestDataSize *float64

+ TrainingData MLTableJobInput

+ TrainingSettings *ClassificationTrainingSettings

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ WeightColumnName *string

+ func (s *Classification) UnmarshalJSON(bytes []byte) error

+ func (s Classification) MarshalJSON() ([]byte, error)

+ type ClassificationModels string

+ const ClassificationModelsBernoulliNaiveBayes

+ const ClassificationModelsDecisionTree

+ const ClassificationModelsExtremeRandomTrees

+ const ClassificationModelsGradientBoosting

+ const ClassificationModelsKNN

+ const ClassificationModelsLightGBM

+ const ClassificationModelsLinearSVM

+ const ClassificationModelsLogisticRegression

+ const ClassificationModelsMultinomialNaiveBayes

+ const ClassificationModelsRandomForest

+ const ClassificationModelsSGD

+ const ClassificationModelsSVM

+ const ClassificationModelsXGBoostClassifier

+ func (s *ClassificationModels) UnmarshalJSON(bytes []byte) error

+ type ClassificationMultilabelPrimaryMetrics string

+ const ClassificationMultilabelPrimaryMetricsAUCWeighted

+ const ClassificationMultilabelPrimaryMetricsAccuracy

+ const ClassificationMultilabelPrimaryMetricsAveragePrecisionScoreWeighted

+ const ClassificationMultilabelPrimaryMetricsIOU

+ const ClassificationMultilabelPrimaryMetricsNormMacroRecall

+ const ClassificationMultilabelPrimaryMetricsPrecisionScoreWeighted

+ func (s *ClassificationMultilabelPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type ClassificationPrimaryMetrics string

+ const ClassificationPrimaryMetricsAUCWeighted

+ const ClassificationPrimaryMetricsAccuracy

+ const ClassificationPrimaryMetricsAveragePrecisionScoreWeighted

+ const ClassificationPrimaryMetricsNormMacroRecall

+ const ClassificationPrimaryMetricsPrecisionScoreWeighted

+ func (s *ClassificationPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type ClassificationTrainingSettings struct

+ AllowedTrainingAlgorithms *[]ClassificationModels

+ BlockedTrainingAlgorithms *[]ClassificationModels

+ EnableDnnTraining *bool

+ EnableModelExplainability *bool

+ EnableOnnxCompatibleModels *bool

+ EnableStackEnsemble *bool

+ EnableVoteEnsemble *bool

+ EnsembleModelDownloadTimeout *string

+ StackEnsembleSettings *StackEnsembleSettings

+ type ColumnTransformer struct

+ Fields *[]string

+ Parameters *interface{}

+ type CommandJob struct

+ CodeId *string

+ Command string

+ ComponentId *string

+ ComputeId *string

+ Description *string

+ DisplayName *string

+ Distribution DistributionConfiguration

+ EnvironmentId string

+ EnvironmentVariables *map[string]string

+ ExperimentName *string

+ Identity IdentityConfiguration

+ Inputs *map[string]JobInput

+ IsArchived *bool

+ Limits JobLimits

+ Outputs *map[string]JobOutput

+ Parameters *interface{}

+ Properties *map[string]string

+ QueueSettings *QueueSettings

+ Resources *JobResourceConfiguration

+ Services *map[string]JobService

+ Status *JobStatus

+ Tags *map[string]string

+ func (s *CommandJob) UnmarshalJSON(bytes []byte) error

+ func (s CommandJob) MarshalJSON() ([]byte, error)

+ type CommandJobLimits struct

+ Timeout *string

+ func (s CommandJobLimits) MarshalJSON() ([]byte, error)

+ type CreateOrUpdateOperationResponse struct

+ HttpResponse *http.Response

+ Model *JobBaseResource

+ OData *odata.OData

+ type CustomForecastHorizon struct

+ Value int64

+ func (s CustomForecastHorizon) MarshalJSON() ([]byte, error)

+ type CustomModelJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s CustomModelJobInput) MarshalJSON() ([]byte, error)

+ type CustomModelJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s CustomModelJobOutput) MarshalJSON() ([]byte, error)

+ type CustomNCrossValidations struct

+ Value int64

+ func (s CustomNCrossValidations) MarshalJSON() ([]byte, error)

+ type CustomSeasonality struct

+ Value int64

+ func (s CustomSeasonality) MarshalJSON() ([]byte, error)

+ type CustomTargetLags struct

+ Values []int64

+ func (s CustomTargetLags) MarshalJSON() ([]byte, error)

+ type CustomTargetRollingWindowSize struct

+ Value int64

+ func (s CustomTargetRollingWindowSize) MarshalJSON() ([]byte, error)

+ type DeleteOperationResponse struct

+ HttpResponse *http.Response

+ OData *odata.OData

+ Poller pollers.Poller

+ type DistributionConfiguration interface

+ type DistributionType string

+ const DistributionTypeMpi

+ const DistributionTypePyTorch

+ const DistributionTypeTensorFlow

+ func (s *DistributionType) UnmarshalJSON(bytes []byte) error

+ type EarlyTerminationPolicy interface

+ type EarlyTerminationPolicyType string

+ const EarlyTerminationPolicyTypeBandit

+ const EarlyTerminationPolicyTypeMedianStopping

+ const EarlyTerminationPolicyTypeTruncationSelection

+ func (s *EarlyTerminationPolicyType) UnmarshalJSON(bytes []byte) error

+ type FeatureLags string

+ const FeatureLagsAuto

+ const FeatureLagsNone

+ func (s *FeatureLags) UnmarshalJSON(bytes []byte) error

+ type FeaturizationMode string

+ const FeaturizationModeAuto

+ const FeaturizationModeCustom

+ const FeaturizationModeOff

+ func (s *FeaturizationMode) UnmarshalJSON(bytes []byte) error

+ type FeaturizationSettings struct

+ DatasetLanguage *string

+ type ForecastHorizon interface

+ type ForecastHorizonMode string

+ const ForecastHorizonModeAuto

+ const ForecastHorizonModeCustom

+ func (s *ForecastHorizonMode) UnmarshalJSON(bytes []byte) error

+ type Forecasting struct

+ CvSplitColumnNames *[]string

+ FeaturizationSettings *TableVerticalFeaturizationSettings

+ ForecastingSettings *ForecastingSettings

+ LimitSettings *TableVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ NCrossValidations NCrossValidations

+ PrimaryMetric *ForecastingPrimaryMetrics

+ TargetColumnName *string

+ TestData *MLTableJobInput

+ TestDataSize *float64

+ TrainingData MLTableJobInput

+ TrainingSettings *ForecastingTrainingSettings

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ WeightColumnName *string

+ func (s *Forecasting) UnmarshalJSON(bytes []byte) error

+ func (s Forecasting) MarshalJSON() ([]byte, error)

+ type ForecastingModels string

+ const ForecastingModelsArimax

+ const ForecastingModelsAutoArima

+ const ForecastingModelsAverage

+ const ForecastingModelsDecisionTree

+ const ForecastingModelsElasticNet

+ const ForecastingModelsExponentialSmoothing

+ const ForecastingModelsExtremeRandomTrees

+ const ForecastingModelsGradientBoosting

+ const ForecastingModelsKNN

+ const ForecastingModelsLassoLars

+ const ForecastingModelsLightGBM

+ const ForecastingModelsNaive

+ const ForecastingModelsProphet

+ const ForecastingModelsRandomForest

+ const ForecastingModelsSGD

+ const ForecastingModelsSeasonalAverage

+ const ForecastingModelsSeasonalNaive

+ const ForecastingModelsTCNForecaster

+ const ForecastingModelsXGBoostRegressor

+ func (s *ForecastingModels) UnmarshalJSON(bytes []byte) error

+ type ForecastingPrimaryMetrics string

+ const ForecastingPrimaryMetricsNormalizedMeanAbsoluteError

+ const ForecastingPrimaryMetricsNormalizedRootMeanSquaredError

+ const ForecastingPrimaryMetricsRTwoScore

+ const ForecastingPrimaryMetricsSpearmanCorrelation

+ func (s *ForecastingPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type ForecastingSettings struct

+ CountryOrRegionForHolidays *string

+ CvStepSize *int64

+ FeatureLags *FeatureLags

+ ForecastHorizon ForecastHorizon

+ Frequency *string

+ Seasonality Seasonality

+ ShortSeriesHandlingConfig *ShortSeriesHandlingConfiguration

+ TargetAggregateFunction *TargetAggregationFunction

+ TargetLags TargetLags

+ TargetRollingWindowSize TargetRollingWindowSize

+ TimeColumnName *string

+ TimeSeriesIdColumnNames *[]string

+ UseStl *UseStl

+ func (s *ForecastingSettings) UnmarshalJSON(bytes []byte) error

+ type ForecastingTrainingSettings struct

+ AllowedTrainingAlgorithms *[]ForecastingModels

+ BlockedTrainingAlgorithms *[]ForecastingModels

+ EnableDnnTraining *bool

+ EnableModelExplainability *bool

+ EnableOnnxCompatibleModels *bool

+ EnableStackEnsemble *bool

+ EnableVoteEnsemble *bool

+ EnsembleModelDownloadTimeout *string

+ StackEnsembleSettings *StackEnsembleSettings

+ type GetOperationResponse struct

+ HttpResponse *http.Response

+ Model *JobBaseResource

+ OData *odata.OData

+ type Goal string

+ const GoalMaximize

+ const GoalMinimize

+ func (s *Goal) UnmarshalJSON(bytes []byte) error

+ type GridSamplingAlgorithm struct

+ func (s GridSamplingAlgorithm) MarshalJSON() ([]byte, error)

+ type IdentityConfiguration interface

+ type IdentityConfigurationType string

+ const IdentityConfigurationTypeAMLToken

+ const IdentityConfigurationTypeManaged

+ const IdentityConfigurationTypeUserIdentity

+ func (s *IdentityConfigurationType) UnmarshalJSON(bytes []byte) error

+ type ImageClassification struct

+ LimitSettings *ImageLimitSettings

+ LogVerbosity *LogVerbosity

+ ModelSettings *ImageModelSettingsClassification

+ PrimaryMetric *ClassificationPrimaryMetrics

+ SearchSpace *[]ImageModelDistributionSettingsClassification

+ SweepSettings *ImageSweepSettings

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ func (s ImageClassification) MarshalJSON() ([]byte, error)

+ type ImageClassificationMultilabel struct

+ LimitSettings *ImageLimitSettings

+ LogVerbosity *LogVerbosity

+ ModelSettings *ImageModelSettingsClassification

+ PrimaryMetric *ClassificationMultilabelPrimaryMetrics

+ SearchSpace *[]ImageModelDistributionSettingsClassification

+ SweepSettings *ImageSweepSettings

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ func (s ImageClassificationMultilabel) MarshalJSON() ([]byte, error)

+ type ImageInstanceSegmentation struct

+ LimitSettings *ImageLimitSettings

+ LogVerbosity *LogVerbosity

+ ModelSettings *ImageModelSettingsObjectDetection

+ PrimaryMetric *InstanceSegmentationPrimaryMetrics

+ SearchSpace *[]ImageModelDistributionSettingsObjectDetection

+ SweepSettings *ImageSweepSettings

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ func (s ImageInstanceSegmentation) MarshalJSON() ([]byte, error)

+ type ImageLimitSettings struct

+ MaxConcurrentTrials *int64

+ MaxTrials *int64

+ Timeout *string

+ type ImageModelDistributionSettingsClassification struct

+ AmsGradient *string

+ Augmentations *string

+ Beta1 *string

+ Beta2 *string

+ Distributed *string

+ EarlyStopping *string

+ EarlyStoppingDelay *string

+ EarlyStoppingPatience *string

+ EnableOnnxNormalization *string

+ EvaluationFrequency *string

+ GradientAccumulationStep *string

+ LayersToFreeze *string

+ LearningRate *string

+ LearningRateScheduler *string

+ ModelName *string

+ Momentum *string

+ Nesterov *string

+ NumberOfEpochs *string

+ NumberOfWorkers *string

+ Optimizer *string

+ RandomSeed *string

+ StepLRGamma *string

+ StepLRStepSize *string

+ TrainingBatchSize *string

+ TrainingCropSize *string

+ ValidationBatchSize *string

+ ValidationCropSize *string

+ ValidationResizeSize *string

+ WarmupCosineLRCycles *string

+ WarmupCosineLRWarmupEpochs *string

+ WeightDecay *string

+ WeightedLoss *string

+ type ImageModelDistributionSettingsObjectDetection struct

+ AmsGradient *string

+ Augmentations *string

+ Beta1 *string

+ Beta2 *string

+ BoxDetectionsPerImage *string

+ BoxScoreThreshold *string

+ Distributed *string

+ EarlyStopping *string

+ EarlyStoppingDelay *string

+ EarlyStoppingPatience *string

+ EnableOnnxNormalization *string

+ EvaluationFrequency *string

+ GradientAccumulationStep *string

+ ImageSize *string

+ LayersToFreeze *string

+ LearningRate *string

+ LearningRateScheduler *string

+ MaxSize *string

+ MinSize *string

+ ModelName *string

+ ModelSize *string

+ Momentum *string

+ MultiScale *string

+ Nesterov *string

+ NmsIouThreshold *string

+ NumberOfEpochs *string

+ NumberOfWorkers *string

+ Optimizer *string

+ RandomSeed *string

+ StepLRGamma *string

+ StepLRStepSize *string

+ TileGridSize *string

+ TileOverlapRatio *string

+ TilePredictionsNmsThreshold *string

+ TrainingBatchSize *string

+ ValidationBatchSize *string

+ ValidationIouThreshold *string

+ ValidationMetricType *string

+ WarmupCosineLRCycles *string

+ WarmupCosineLRWarmupEpochs *string

+ WeightDecay *string

+ type ImageModelSettingsClassification struct

+ AdvancedSettings *string

+ AmsGradient *bool

+ Augmentations *string

+ Beta1 *float64

+ Beta2 *float64

+ CheckpointFrequency *int64

+ CheckpointModel *MLFlowModelJobInput

+ CheckpointRunId *string

+ Distributed *bool

+ EarlyStopping *bool

+ EarlyStoppingDelay *int64

+ EarlyStoppingPatience *int64

+ EnableOnnxNormalization *bool

+ EvaluationFrequency *int64

+ GradientAccumulationStep *int64

+ LayersToFreeze *int64

+ LearningRate *float64

+ LearningRateScheduler *LearningRateScheduler

+ ModelName *string

+ Momentum *float64

+ Nesterov *bool

+ NumberOfEpochs *int64

+ NumberOfWorkers *int64

+ Optimizer *StochasticOptimizer

+ RandomSeed *int64

+ StepLRGamma *float64

+ StepLRStepSize *int64

+ TrainingBatchSize *int64

+ TrainingCropSize *int64

+ ValidationBatchSize *int64

+ ValidationCropSize *int64

+ ValidationResizeSize *int64

+ WarmupCosineLRCycles *float64

+ WarmupCosineLRWarmupEpochs *int64

+ WeightDecay *float64

+ WeightedLoss *int64

+ type ImageModelSettingsObjectDetection struct

+ AdvancedSettings *string

+ AmsGradient *bool

+ Augmentations *string

+ Beta1 *float64

+ Beta2 *float64

+ BoxDetectionsPerImage *int64

+ BoxScoreThreshold *float64

+ CheckpointFrequency *int64

+ CheckpointModel *MLFlowModelJobInput

+ CheckpointRunId *string

+ Distributed *bool

+ EarlyStopping *bool

+ EarlyStoppingDelay *int64

+ EarlyStoppingPatience *int64

+ EnableOnnxNormalization *bool

+ EvaluationFrequency *int64

+ GradientAccumulationStep *int64

+ ImageSize *int64

+ LayersToFreeze *int64

+ LearningRate *float64

+ LearningRateScheduler *LearningRateScheduler

+ MaxSize *int64

+ MinSize *int64

+ ModelName *string

+ ModelSize *ModelSize

+ Momentum *float64

+ MultiScale *bool

+ Nesterov *bool

+ NmsIouThreshold *float64

+ NumberOfEpochs *int64

+ NumberOfWorkers *int64

+ Optimizer *StochasticOptimizer

+ RandomSeed *int64

+ StepLRGamma *float64

+ StepLRStepSize *int64

+ TileGridSize *string

+ TileOverlapRatio *float64

+ TilePredictionsNmsThreshold *float64

+ TrainingBatchSize *int64

+ ValidationBatchSize *int64

+ ValidationIouThreshold *float64

+ ValidationMetricType *ValidationMetricType

+ WarmupCosineLRCycles *float64

+ WarmupCosineLRWarmupEpochs *int64

+ WeightDecay *float64

+ type ImageObjectDetection struct

+ LimitSettings *ImageLimitSettings

+ LogVerbosity *LogVerbosity

+ ModelSettings *ImageModelSettingsObjectDetection

+ PrimaryMetric *ObjectDetectionPrimaryMetrics

+ SearchSpace *[]ImageModelDistributionSettingsObjectDetection

+ SweepSettings *ImageSweepSettings

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ func (s ImageObjectDetection) MarshalJSON() ([]byte, error)

+ type ImageSweepSettings struct

+ EarlyTermination EarlyTerminationPolicy

+ SamplingAlgorithm SamplingAlgorithmType

+ func (s *ImageSweepSettings) UnmarshalJSON(bytes []byte) error

+ type InputDeliveryMode string

+ const InputDeliveryModeDirect

+ const InputDeliveryModeDownload

+ const InputDeliveryModeEvalDownload

+ const InputDeliveryModeEvalMount

+ const InputDeliveryModeReadOnlyMount

+ const InputDeliveryModeReadWriteMount

+ func (s *InputDeliveryMode) UnmarshalJSON(bytes []byte) error

+ type InstanceSegmentationPrimaryMetrics string

+ const InstanceSegmentationPrimaryMetricsMeanAveragePrecision

+ func (s *InstanceSegmentationPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type JobBase interface

+ type JobBaseResource struct

+ Id *string

+ Name *string

+ Properties JobBase

+ SystemData *systemdata.SystemData

+ Type *string

+ func (s *JobBaseResource) UnmarshalJSON(bytes []byte) error

+ type JobBaseResourceOperationPredicate struct

+ Id *string

+ Name *string

+ Type *string

+ func (p JobBaseResourceOperationPredicate) Matches(input JobBaseResource) bool

+ type JobClient struct

+ Client *resourcemanager.Client

+ func NewJobClientWithBaseURI(sdkApi sdkEnv.Api) (*JobClient, error)

+ func (c JobClient) Cancel(ctx context.Context, id JobId) (result CancelOperationResponse, err error)

+ func (c JobClient) CancelThenPoll(ctx context.Context, id JobId) error

+ func (c JobClient) CreateOrUpdate(ctx context.Context, id JobId, input JobBaseResource) (result CreateOrUpdateOperationResponse, err error)

+ func (c JobClient) Delete(ctx context.Context, id JobId) (result DeleteOperationResponse, err error)

+ func (c JobClient) DeleteThenPoll(ctx context.Context, id JobId) error

+ func (c JobClient) Get(ctx context.Context, id JobId) (result GetOperationResponse, err error)

+ func (c JobClient) List(ctx context.Context, id WorkspaceId, options ListOperationOptions) (result ListOperationResponse, err error)

+ func (c JobClient) ListComplete(ctx context.Context, id WorkspaceId, options ListOperationOptions) (ListCompleteResult, error)

+ func (c JobClient) ListCompleteMatchingPredicate(ctx context.Context, id WorkspaceId, options ListOperationOptions, ...) (result ListCompleteResult, err error)

+ type JobId struct

+ JobName string

+ ResourceGroupName string

+ SubscriptionId string

+ WorkspaceName string

+ func NewJobID(subscriptionId string, resourceGroupName string, workspaceName string, ...) JobId

+ func ParseJobID(input string) (*JobId, error)

+ func ParseJobIDInsensitively(input string) (*JobId, error)

+ func (id *JobId) FromParseResult(input resourceids.ParseResult) error

+ func (id JobId) ID() string

+ func (id JobId) Segments() []resourceids.Segment

+ func (id JobId) String() string

+ type JobInput interface

+ type JobInputType string

+ const JobInputTypeCustomModel

+ const JobInputTypeLiteral

+ const JobInputTypeMlflowModel

+ const JobInputTypeMltable

+ const JobInputTypeTritonModel

+ const JobInputTypeUriFile

+ const JobInputTypeUriFolder

+ func (s *JobInputType) UnmarshalJSON(bytes []byte) error

+ type JobLimits interface

+ type JobLimitsType string

+ const JobLimitsTypeCommand

+ const JobLimitsTypeSweep

+ func (s *JobLimitsType) UnmarshalJSON(bytes []byte) error

+ type JobOutput interface

+ type JobOutputType string

+ const JobOutputTypeCustomModel

+ const JobOutputTypeMlflowModel

+ const JobOutputTypeMltable

+ const JobOutputTypeTritonModel

+ const JobOutputTypeUriFile

+ const JobOutputTypeUriFolder

+ func (s *JobOutputType) UnmarshalJSON(bytes []byte) error

+ type JobResourceConfiguration struct

+ DockerArgs *string

+ InstanceCount *int64

+ InstanceType *string

+ Properties *map[string]interface{}

+ ShmSize *string

+ type JobService struct

+ Endpoint *string

+ ErrorMessage *string

+ JobServiceType *string

+ Nodes Nodes

+ Port *int64

+ Properties *map[string]string

+ Status *string

+ func (s *JobService) UnmarshalJSON(bytes []byte) error

+ type JobStatus string

+ const JobStatusCancelRequested

+ const JobStatusCanceled

+ const JobStatusCompleted

+ const JobStatusFailed

+ const JobStatusFinalizing

+ const JobStatusNotResponding

+ const JobStatusNotStarted

+ const JobStatusPaused

+ const JobStatusPreparing

+ const JobStatusProvisioning

+ const JobStatusQueued

+ const JobStatusRunning

+ const JobStatusStarting

+ const JobStatusUnknown

+ func (s *JobStatus) UnmarshalJSON(bytes []byte) error

+ type JobTier string

+ const JobTierBasic

+ const JobTierNull

+ const JobTierPremium

+ const JobTierSpot

+ const JobTierStandard

+ func (s *JobTier) UnmarshalJSON(bytes []byte) error

+ type JobType string

+ const JobTypeAutoML

+ const JobTypeCommand

+ const JobTypePipeline

+ const JobTypeSweep

+ func (s *JobType) UnmarshalJSON(bytes []byte) error

+ type LearningRateScheduler string

+ const LearningRateSchedulerNone

+ const LearningRateSchedulerStep

+ const LearningRateSchedulerWarmupCosine

+ func (s *LearningRateScheduler) UnmarshalJSON(bytes []byte) error

+ type ListCompleteResult struct

+ Items []JobBaseResource

+ LatestHttpResponse *http.Response

+ type ListOperationOptions struct

+ JobType *string

+ ListViewType *ListViewType

+ Properties *string

+ Skip *string

+ Tag *string

+ func DefaultListOperationOptions() ListOperationOptions

+ func (o ListOperationOptions) ToHeaders() *client.Headers

+ func (o ListOperationOptions) ToOData() *odata.Query

+ func (o ListOperationOptions) ToQuery() *client.QueryParams

+ type ListOperationResponse struct

+ HttpResponse *http.Response

+ Model *[]JobBaseResource

+ OData *odata.OData

+ type ListViewType string

+ const ListViewTypeActiveOnly

+ const ListViewTypeAll

+ const ListViewTypeArchivedOnly

+ func (s *ListViewType) UnmarshalJSON(bytes []byte) error

+ type LiteralJobInput struct

+ Description *string

+ Value string

+ func (s LiteralJobInput) MarshalJSON() ([]byte, error)

+ type LogVerbosity string

+ const LogVerbosityCritical

+ const LogVerbosityDebug

+ const LogVerbosityError

+ const LogVerbosityInfo

+ const LogVerbosityNotSet

+ const LogVerbosityWarning

+ func (s *LogVerbosity) UnmarshalJSON(bytes []byte) error

+ type MLFlowModelJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s MLFlowModelJobInput) MarshalJSON() ([]byte, error)

+ type MLFlowModelJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s MLFlowModelJobOutput) MarshalJSON() ([]byte, error)

+ type MLTableJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s MLTableJobInput) MarshalJSON() ([]byte, error)

+ type MLTableJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s MLTableJobOutput) MarshalJSON() ([]byte, error)

+ type ManagedIdentity struct

+ ClientId *string

+ ObjectId *string

+ ResourceId *string

+ func (s ManagedIdentity) MarshalJSON() ([]byte, error)

+ type MedianStoppingPolicy struct

+ DelayEvaluation *int64

+ EvaluationInterval *int64

+ func (s MedianStoppingPolicy) MarshalJSON() ([]byte, error)

+ type ModelSize string

+ const ModelSizeExtraLarge

+ const ModelSizeLarge

+ const ModelSizeMedium

+ const ModelSizeNone

+ const ModelSizeSmall

+ func (s *ModelSize) UnmarshalJSON(bytes []byte) error

+ type Mpi struct

+ ProcessCountPerInstance *int64

+ func (s Mpi) MarshalJSON() ([]byte, error)

+ type NCrossValidations interface

+ type NCrossValidationsMode string

+ const NCrossValidationsModeAuto

+ const NCrossValidationsModeCustom

+ func (s *NCrossValidationsMode) UnmarshalJSON(bytes []byte) error

+ type NlpVerticalLimitSettings struct

+ MaxConcurrentTrials *int64

+ MaxTrials *int64

+ Timeout *string

+ type Nodes interface

+ type NodesValueType string

+ const NodesValueTypeAll

+ func (s *NodesValueType) UnmarshalJSON(bytes []byte) error

+ type ObjectDetectionPrimaryMetrics string

+ const ObjectDetectionPrimaryMetricsMeanAveragePrecision

+ func (s *ObjectDetectionPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type Objective struct

+ Goal Goal

+ PrimaryMetric string

+ type OutputDeliveryMode string

+ const OutputDeliveryModeReadWriteMount

+ const OutputDeliveryModeUpload

+ func (s *OutputDeliveryMode) UnmarshalJSON(bytes []byte) error

+ type PipelineJob struct

+ ComponentId *string

+ ComputeId *string

+ Description *string

+ DisplayName *string

+ ExperimentName *string

+ Identity IdentityConfiguration

+ Inputs *map[string]JobInput

+ IsArchived *bool

+ Jobs *map[string]interface{}

+ Outputs *map[string]JobOutput

+ Properties *map[string]string

+ Services *map[string]JobService

+ Settings *interface{}

+ SourceJobId *string

+ Status *JobStatus

+ Tags *map[string]string

+ func (s *PipelineJob) UnmarshalJSON(bytes []byte) error

+ func (s PipelineJob) MarshalJSON() ([]byte, error)

+ type PyTorch struct

+ ProcessCountPerInstance *int64

+ func (s PyTorch) MarshalJSON() ([]byte, error)

+ type QueueSettings struct

+ JobTier *JobTier

+ type RandomSamplingAlgorithm struct

+ Rule *RandomSamplingAlgorithmRule

+ Seed *int64

+ func (s RandomSamplingAlgorithm) MarshalJSON() ([]byte, error)

+ type RandomSamplingAlgorithmRule string

+ const RandomSamplingAlgorithmRuleRandom

+ const RandomSamplingAlgorithmRuleSobol

+ func (s *RandomSamplingAlgorithmRule) UnmarshalJSON(bytes []byte) error

+ type RawAutoMLVerticalImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawDistributionConfigurationImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawEarlyTerminationPolicyImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawForecastHorizonImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawIdentityConfigurationImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawJobBaseImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawJobInputImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawJobLimitsImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawJobOutputImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawNCrossValidationsImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawNodesImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawSamplingAlgorithmImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawSeasonalityImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawTargetLagsImpl struct

+ Type string

+ Values map[string]interface{}

+ type RawTargetRollingWindowSizeImpl struct

+ Type string

+ Values map[string]interface{}

+ type Regression struct

+ CvSplitColumnNames *[]string

+ FeaturizationSettings *TableVerticalFeaturizationSettings

+ LimitSettings *TableVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ NCrossValidations NCrossValidations

+ PrimaryMetric *RegressionPrimaryMetrics

+ TargetColumnName *string

+ TestData *MLTableJobInput

+ TestDataSize *float64

+ TrainingData MLTableJobInput

+ TrainingSettings *RegressionTrainingSettings

+ ValidationData *MLTableJobInput

+ ValidationDataSize *float64

+ WeightColumnName *string

+ func (s *Regression) UnmarshalJSON(bytes []byte) error

+ func (s Regression) MarshalJSON() ([]byte, error)

+ type RegressionModels string

+ const RegressionModelsDecisionTree

+ const RegressionModelsElasticNet

+ const RegressionModelsExtremeRandomTrees

+ const RegressionModelsGradientBoosting

+ const RegressionModelsKNN

+ const RegressionModelsLassoLars

+ const RegressionModelsLightGBM

+ const RegressionModelsRandomForest

+ const RegressionModelsSGD

+ const RegressionModelsXGBoostRegressor

+ func (s *RegressionModels) UnmarshalJSON(bytes []byte) error

+ type RegressionPrimaryMetrics string

+ const RegressionPrimaryMetricsNormalizedMeanAbsoluteError

+ const RegressionPrimaryMetricsNormalizedRootMeanSquaredError

+ const RegressionPrimaryMetricsRTwoScore

+ const RegressionPrimaryMetricsSpearmanCorrelation

+ func (s *RegressionPrimaryMetrics) UnmarshalJSON(bytes []byte) error

+ type RegressionTrainingSettings struct

+ AllowedTrainingAlgorithms *[]RegressionModels

+ BlockedTrainingAlgorithms *[]RegressionModels

+ EnableDnnTraining *bool

+ EnableModelExplainability *bool

+ EnableOnnxCompatibleModels *bool

+ EnableStackEnsemble *bool

+ EnableVoteEnsemble *bool

+ EnsembleModelDownloadTimeout *string

+ StackEnsembleSettings *StackEnsembleSettings

+ type SamplingAlgorithm interface

+ type SamplingAlgorithmType string

+ const SamplingAlgorithmTypeBayesian

+ const SamplingAlgorithmTypeGrid

+ const SamplingAlgorithmTypeRandom

+ func (s *SamplingAlgorithmType) UnmarshalJSON(bytes []byte) error

+ type Seasonality interface

+ type SeasonalityMode string

+ const SeasonalityModeAuto

+ const SeasonalityModeCustom

+ func (s *SeasonalityMode) UnmarshalJSON(bytes []byte) error

+ type ShortSeriesHandlingConfiguration string

+ const ShortSeriesHandlingConfigurationAuto

+ const ShortSeriesHandlingConfigurationDrop

+ const ShortSeriesHandlingConfigurationNone

+ const ShortSeriesHandlingConfigurationPad

+ func (s *ShortSeriesHandlingConfiguration) UnmarshalJSON(bytes []byte) error

+ type StackEnsembleSettings struct

+ StackMetaLearnerKWargs *interface{}

+ StackMetaLearnerTrainPercentage *float64

+ StackMetaLearnerType *StackMetaLearnerType

+ type StackMetaLearnerType string

+ const StackMetaLearnerTypeElasticNet

+ const StackMetaLearnerTypeElasticNetCV

+ const StackMetaLearnerTypeLightGBMClassifier

+ const StackMetaLearnerTypeLightGBMRegressor

+ const StackMetaLearnerTypeLinearRegression

+ const StackMetaLearnerTypeLogisticRegression

+ const StackMetaLearnerTypeLogisticRegressionCV

+ const StackMetaLearnerTypeNone

+ func (s *StackMetaLearnerType) UnmarshalJSON(bytes []byte) error

+ type StochasticOptimizer string

+ const StochasticOptimizerAdam

+ const StochasticOptimizerAdamw

+ const StochasticOptimizerNone

+ const StochasticOptimizerSgd

+ func (s *StochasticOptimizer) UnmarshalJSON(bytes []byte) error

+ type SweepJob struct

+ ComponentId *string

+ ComputeId *string

+ Description *string

+ DisplayName *string

+ EarlyTermination EarlyTerminationPolicy

+ ExperimentName *string

+ Identity IdentityConfiguration

+ Inputs *map[string]JobInput

+ IsArchived *bool

+ Limits *SweepJobLimits

+ Objective Objective

+ Outputs *map[string]JobOutput

+ Properties *map[string]string

+ QueueSettings *QueueSettings

+ SamplingAlgorithm SamplingAlgorithm

+ SearchSpace interface{}

+ Services *map[string]JobService

+ Status *JobStatus

+ Tags *map[string]string

+ Trial TrialComponent

+ func (s *SweepJob) UnmarshalJSON(bytes []byte) error

+ func (s SweepJob) MarshalJSON() ([]byte, error)

+ type SweepJobLimits struct

+ MaxConcurrentTrials *int64

+ MaxTotalTrials *int64

+ Timeout *string

+ TrialTimeout *string

+ func (s SweepJobLimits) MarshalJSON() ([]byte, error)

+ type TableVerticalFeaturizationSettings struct

+ BlockedTransformers *[]BlockedTransformers

+ ColumnNameAndTypes *map[string]string

+ DatasetLanguage *string

+ EnableDnnFeaturization *bool

+ Mode *FeaturizationMode

+ TransformerParams *map[string][]ColumnTransformer

+ type TableVerticalLimitSettings struct

+ EnableEarlyTermination *bool

+ ExitScore *float64

+ MaxConcurrentTrials *int64

+ MaxCoresPerTrial *int64

+ MaxTrials *int64

+ Timeout *string

+ TrialTimeout *string

+ type TargetAggregationFunction string

+ const TargetAggregationFunctionMax

+ const TargetAggregationFunctionMean

+ const TargetAggregationFunctionMin

+ const TargetAggregationFunctionNone

+ const TargetAggregationFunctionSum

+ func (s *TargetAggregationFunction) UnmarshalJSON(bytes []byte) error

+ type TargetLags interface

+ type TargetLagsMode string

+ const TargetLagsModeAuto

+ const TargetLagsModeCustom

+ func (s *TargetLagsMode) UnmarshalJSON(bytes []byte) error

+ type TargetRollingWindowSize interface

+ type TargetRollingWindowSizeMode string

+ const TargetRollingWindowSizeModeAuto

+ const TargetRollingWindowSizeModeCustom

+ func (s *TargetRollingWindowSizeMode) UnmarshalJSON(bytes []byte) error

+ type TaskType string

+ const TaskTypeClassification

+ const TaskTypeForecasting

+ const TaskTypeImageClassification

+ const TaskTypeImageClassificationMultilabel

+ const TaskTypeImageInstanceSegmentation

+ const TaskTypeImageObjectDetection

+ const TaskTypeRegression

+ const TaskTypeTextClassification

+ const TaskTypeTextClassificationMultilabel

+ const TaskTypeTextNER

+ func (s *TaskType) UnmarshalJSON(bytes []byte) error

+ type TensorFlow struct

+ ParameterServerCount *int64

+ WorkerCount *int64

+ func (s TensorFlow) MarshalJSON() ([]byte, error)

+ type TextClassification struct

+ FeaturizationSettings *FeaturizationSettings

+ LimitSettings *NlpVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ PrimaryMetric *ClassificationPrimaryMetrics

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ func (s TextClassification) MarshalJSON() ([]byte, error)

+ type TextClassificationMultilabel struct

+ FeaturizationSettings *FeaturizationSettings

+ LimitSettings *NlpVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ PrimaryMetric *ClassificationMultilabelPrimaryMetrics

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ func (s TextClassificationMultilabel) MarshalJSON() ([]byte, error)

+ type TextNer struct

+ FeaturizationSettings *FeaturizationSettings

+ LimitSettings *NlpVerticalLimitSettings

+ LogVerbosity *LogVerbosity

+ PrimaryMetric *ClassificationPrimaryMetrics

+ TargetColumnName *string

+ TrainingData MLTableJobInput

+ ValidationData *MLTableJobInput

+ func (s TextNer) MarshalJSON() ([]byte, error)

+ type TrialComponent struct

+ CodeId *string

+ Command string

+ Distribution DistributionConfiguration

+ EnvironmentId string

+ EnvironmentVariables *map[string]string

+ Resources *JobResourceConfiguration

+ func (s *TrialComponent) UnmarshalJSON(bytes []byte) error

+ type TritonModelJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s TritonModelJobInput) MarshalJSON() ([]byte, error)

+ type TritonModelJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s TritonModelJobOutput) MarshalJSON() ([]byte, error)

+ type TruncationSelectionPolicy struct

+ DelayEvaluation *int64

+ EvaluationInterval *int64

+ TruncationPercentage *int64

+ func (s TruncationSelectionPolicy) MarshalJSON() ([]byte, error)

+ type UriFileJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s UriFileJobInput) MarshalJSON() ([]byte, error)

+ type UriFileJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s UriFileJobOutput) MarshalJSON() ([]byte, error)

+ type UriFolderJobInput struct

+ Description *string

+ Mode *InputDeliveryMode

+ Uri string

+ func (s UriFolderJobInput) MarshalJSON() ([]byte, error)

+ type UriFolderJobOutput struct

+ Description *string

+ Mode *OutputDeliveryMode

+ Uri *string

+ func (s UriFolderJobOutput) MarshalJSON() ([]byte, error)

+ type UseStl string

+ const UseStlNone

+ const UseStlSeason

+ const UseStlSeasonTrend

+ func (s *UseStl) UnmarshalJSON(bytes []byte) error

+ type UserIdentity struct

+ func (s UserIdentity) MarshalJSON() ([]byte, error)

+ type ValidationMetricType string

+ const ValidationMetricTypeCoco

+ const ValidationMetricTypeCocoVoc

+ const ValidationMetricTypeNone

+ const ValidationMetricTypeVoc

+ func (s *ValidationMetricType) UnmarshalJSON(bytes []byte) error

+ type WorkspaceId struct

+ ResourceGroupName string

+ SubscriptionId string

+ WorkspaceName string

+ func NewWorkspaceID(subscriptionId string, resourceGroupName string, workspaceName string) WorkspaceId

+ func ParseWorkspaceID(input string) (*WorkspaceId, error)

+ func ParseWorkspaceIDInsensitively(input string) (*WorkspaceId, error)

+ func (id *WorkspaceId) FromParseResult(input resourceids.ParseResult) error

+ func (id WorkspaceId) ID() string

+ func (id WorkspaceId) Segments() []resourceids.Segment

+ func (id WorkspaceId) String() string