job

package
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Published: Jun 13, 2023 License: MPL-2.0 Imports: 11 Imported by: 0

README

github.com/hashicorp/go-azure-sdk/resource-manager/machinelearningservices/2023-04-01/job Documentation

The job SDK allows for interaction with the Azure Resource Manager Service machinelearningservices (API Version 2023-04-01).

This readme covers example usages, but further information on using this SDK can be found in the project root.

Import Path

import "github.com/hashicorp/go-azure-sdk/resource-manager/machinelearningservices/2023-04-01/job"

Client Initialization

client := job.NewJobClientWithBaseURI("https://management.azure.com")
client.Client.Authorizer = authorizer

Example Usage: JobClient.Cancel

ctx := context.TODO()
id := job.NewJobID("12345678-1234-9876-4563-123456789012", "example-resource-group", "workspaceValue", "jobValue")

if err := client.CancelThenPoll(ctx, id); err != nil {
	// handle the error
}

Example Usage: JobClient.CreateOrUpdate

ctx := context.TODO()
id := job.NewJobID("12345678-1234-9876-4563-123456789012", "example-resource-group", "workspaceValue", "jobValue")

payload := job.JobBaseResource{
	// ...
}


read, err := client.CreateOrUpdate(ctx, id, payload)
if err != nil {
	// handle the error
}
if model := read.Model; model != nil {
	// do something with the model/response object
}

Example Usage: JobClient.Delete

ctx := context.TODO()
id := job.NewJobID("12345678-1234-9876-4563-123456789012", "example-resource-group", "workspaceValue", "jobValue")

if err := client.DeleteThenPoll(ctx, id); err != nil {
	// handle the error
}

Example Usage: JobClient.Get

ctx := context.TODO()
id := job.NewJobID("12345678-1234-9876-4563-123456789012", "example-resource-group", "workspaceValue", "jobValue")

read, err := client.Get(ctx, id)
if err != nil {
	// handle the error
}
if model := read.Model; model != nil {
	// do something with the model/response object
}

Example Usage: JobClient.List

ctx := context.TODO()
id := job.NewWorkspaceID("12345678-1234-9876-4563-123456789012", "example-resource-group", "workspaceValue")

// alternatively `client.List(ctx, id, job.DefaultListOperationOptions())` can be used to do batched pagination
items, err := client.ListComplete(ctx, id, job.DefaultListOperationOptions())
if err != nil {
	// handle the error
}
for _, item := range items {
	// do something
}

Documentation

Index

Constants

This section is empty.

Variables

This section is empty.

Functions

func PossibleValuesForBlockedTransformers

func PossibleValuesForBlockedTransformers() []string

func PossibleValuesForClassificationModels

func PossibleValuesForClassificationModels() []string

func PossibleValuesForClassificationMultilabelPrimaryMetrics

func PossibleValuesForClassificationMultilabelPrimaryMetrics() []string

func PossibleValuesForClassificationPrimaryMetrics

func PossibleValuesForClassificationPrimaryMetrics() []string

func PossibleValuesForDistributionType

func PossibleValuesForDistributionType() []string

func PossibleValuesForEarlyTerminationPolicyType

func PossibleValuesForEarlyTerminationPolicyType() []string

func PossibleValuesForFeatureLags

func PossibleValuesForFeatureLags() []string

func PossibleValuesForFeaturizationMode

func PossibleValuesForFeaturizationMode() []string

func PossibleValuesForForecastHorizonMode

func PossibleValuesForForecastHorizonMode() []string

func PossibleValuesForForecastingModels

func PossibleValuesForForecastingModels() []string

func PossibleValuesForForecastingPrimaryMetrics

func PossibleValuesForForecastingPrimaryMetrics() []string

func PossibleValuesForGoal

func PossibleValuesForGoal() []string

func PossibleValuesForIdentityConfigurationType

func PossibleValuesForIdentityConfigurationType() []string

func PossibleValuesForInputDeliveryMode

func PossibleValuesForInputDeliveryMode() []string

func PossibleValuesForInstanceSegmentationPrimaryMetrics

func PossibleValuesForInstanceSegmentationPrimaryMetrics() []string

func PossibleValuesForJobInputType

func PossibleValuesForJobInputType() []string

func PossibleValuesForJobLimitsType

func PossibleValuesForJobLimitsType() []string

func PossibleValuesForJobOutputType

func PossibleValuesForJobOutputType() []string

func PossibleValuesForJobStatus

func PossibleValuesForJobStatus() []string

func PossibleValuesForJobType

func PossibleValuesForJobType() []string

func PossibleValuesForLearningRateScheduler

func PossibleValuesForLearningRateScheduler() []string

func PossibleValuesForListViewType

func PossibleValuesForListViewType() []string

func PossibleValuesForLogVerbosity

func PossibleValuesForLogVerbosity() []string

func PossibleValuesForModelSize

func PossibleValuesForModelSize() []string

func PossibleValuesForNCrossValidationsMode

func PossibleValuesForNCrossValidationsMode() []string

func PossibleValuesForNodesValueType

func PossibleValuesForNodesValueType() []string

func PossibleValuesForObjectDetectionPrimaryMetrics

func PossibleValuesForObjectDetectionPrimaryMetrics() []string

func PossibleValuesForOutputDeliveryMode

func PossibleValuesForOutputDeliveryMode() []string

func PossibleValuesForRandomSamplingAlgorithmRule

func PossibleValuesForRandomSamplingAlgorithmRule() []string

func PossibleValuesForRegressionModels

func PossibleValuesForRegressionModels() []string

func PossibleValuesForRegressionPrimaryMetrics

func PossibleValuesForRegressionPrimaryMetrics() []string

func PossibleValuesForSamplingAlgorithmType

func PossibleValuesForSamplingAlgorithmType() []string

func PossibleValuesForSeasonalityMode

func PossibleValuesForSeasonalityMode() []string

func PossibleValuesForShortSeriesHandlingConfiguration

func PossibleValuesForShortSeriesHandlingConfiguration() []string

func PossibleValuesForStackMetaLearnerType

func PossibleValuesForStackMetaLearnerType() []string

func PossibleValuesForStochasticOptimizer

func PossibleValuesForStochasticOptimizer() []string

func PossibleValuesForTargetAggregationFunction

func PossibleValuesForTargetAggregationFunction() []string

func PossibleValuesForTargetLagsMode

func PossibleValuesForTargetLagsMode() []string

func PossibleValuesForTargetRollingWindowSizeMode

func PossibleValuesForTargetRollingWindowSizeMode() []string

func PossibleValuesForTaskType

func PossibleValuesForTaskType() []string

func PossibleValuesForUseStl

func PossibleValuesForUseStl() []string

func PossibleValuesForValidationMetricType

func PossibleValuesForValidationMetricType() []string

func ValidateJobID

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

ValidateJobID checks that 'input' can be parsed as a Job ID

func ValidateWorkspaceID

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

ValidateWorkspaceID checks that 'input' can be parsed as a Workspace ID

Types

type AllNodes

type AllNodes struct {
}

func (AllNodes) MarshalJSON

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

type AmlToken

type AmlToken struct {
}

func (AmlToken) MarshalJSON

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

type AutoForecastHorizon

type AutoForecastHorizon struct {
}

func (AutoForecastHorizon) MarshalJSON

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

type AutoMLJob

type AutoMLJob struct {
	EnvironmentId        *string                   `json:"environmentId,omitempty"`
	EnvironmentVariables *map[string]string        `json:"environmentVariables,omitempty"`
	Outputs              *map[string]JobOutput     `json:"outputs,omitempty"`
	Resources            *JobResourceConfiguration `json:"resources,omitempty"`
	TaskDetails          AutoMLVertical            `json:"taskDetails"`

	// Fields inherited from JobBase
	ComponentId    *string                `json:"componentId,omitempty"`
	ComputeId      *string                `json:"computeId,omitempty"`
	Description    *string                `json:"description,omitempty"`
	DisplayName    *string                `json:"displayName,omitempty"`
	ExperimentName *string                `json:"experimentName,omitempty"`
	Identity       IdentityConfiguration  `json:"identity"`
	IsArchived     *bool                  `json:"isArchived,omitempty"`
	Properties     *map[string]string     `json:"properties,omitempty"`
	Services       *map[string]JobService `json:"services,omitempty"`
	Status         *JobStatus             `json:"status,omitempty"`
	Tags           *map[string]string     `json:"tags,omitempty"`
}

func (AutoMLJob) MarshalJSON

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

func (*AutoMLJob) UnmarshalJSON

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

type AutoMLVertical

type AutoMLVertical interface {
}

type AutoNCrossValidations

type AutoNCrossValidations struct {
}

func (AutoNCrossValidations) MarshalJSON

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

type AutoSeasonality

type AutoSeasonality struct {
}

func (AutoSeasonality) MarshalJSON

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

type AutoTargetLags

type AutoTargetLags struct {
}

func (AutoTargetLags) MarshalJSON

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

type AutoTargetRollingWindowSize

type AutoTargetRollingWindowSize struct {
}

func (AutoTargetRollingWindowSize) MarshalJSON

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

type BanditPolicy

type BanditPolicy struct {
	SlackAmount *float64 `json:"slackAmount,omitempty"`
	SlackFactor *float64 `json:"slackFactor,omitempty"`

	// Fields inherited from EarlyTerminationPolicy
	DelayEvaluation    *int64 `json:"delayEvaluation,omitempty"`
	EvaluationInterval *int64 `json:"evaluationInterval,omitempty"`
}

func (BanditPolicy) MarshalJSON

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

type BayesianSamplingAlgorithm

type BayesianSamplingAlgorithm struct {
}

func (BayesianSamplingAlgorithm) MarshalJSON

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

type BlockedTransformers

type BlockedTransformers string
const (
	BlockedTransformersCatTargetEncoder  BlockedTransformers = "CatTargetEncoder"
	BlockedTransformersCountVectorizer   BlockedTransformers = "CountVectorizer"
	BlockedTransformersHashOneHotEncoder BlockedTransformers = "HashOneHotEncoder"
	BlockedTransformersLabelEncoder      BlockedTransformers = "LabelEncoder"
	BlockedTransformersNaiveBayes        BlockedTransformers = "NaiveBayes"
	BlockedTransformersOneHotEncoder     BlockedTransformers = "OneHotEncoder"
	BlockedTransformersTextTargetEncoder BlockedTransformers = "TextTargetEncoder"
	BlockedTransformersTfIdf             BlockedTransformers = "TfIdf"
	BlockedTransformersWoETargetEncoder  BlockedTransformers = "WoETargetEncoder"
	BlockedTransformersWordEmbedding     BlockedTransformers = "WordEmbedding"
)

type CancelOperationResponse

type CancelOperationResponse struct {
	Poller       polling.LongRunningPoller
	HttpResponse *http.Response
}

type Classification

type Classification struct {
	CvSplitColumnNames    *[]string                           `json:"cvSplitColumnNames,omitempty"`
	FeaturizationSettings *TableVerticalFeaturizationSettings `json:"featurizationSettings,omitempty"`
	LimitSettings         *TableVerticalLimitSettings         `json:"limitSettings,omitempty"`
	NCrossValidations     NCrossValidations                   `json:"nCrossValidations"`
	PositiveLabel         *string                             `json:"positiveLabel,omitempty"`
	PrimaryMetric         *ClassificationPrimaryMetrics       `json:"primaryMetric,omitempty"`
	TestData              JobInput                            `json:"testData"`
	TestDataSize          *float64                            `json:"testDataSize,omitempty"`
	TrainingSettings      *ClassificationTrainingSettings     `json:"trainingSettings,omitempty"`
	ValidationData        JobInput                            `json:"validationData"`
	ValidationDataSize    *float64                            `json:"validationDataSize,omitempty"`
	WeightColumnName      *string                             `json:"weightColumnName,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (Classification) MarshalJSON

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

func (*Classification) UnmarshalJSON

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

type ClassificationModels

type ClassificationModels string
const (
	ClassificationModelsBernoulliNaiveBayes   ClassificationModels = "BernoulliNaiveBayes"
	ClassificationModelsDecisionTree          ClassificationModels = "DecisionTree"
	ClassificationModelsExtremeRandomTrees    ClassificationModels = "ExtremeRandomTrees"
	ClassificationModelsGradientBoosting      ClassificationModels = "GradientBoosting"
	ClassificationModelsKNN                   ClassificationModels = "KNN"
	ClassificationModelsLightGBM              ClassificationModels = "LightGBM"
	ClassificationModelsLinearSVM             ClassificationModels = "LinearSVM"
	ClassificationModelsLogisticRegression    ClassificationModels = "LogisticRegression"
	ClassificationModelsMultinomialNaiveBayes ClassificationModels = "MultinomialNaiveBayes"
	ClassificationModelsRandomForest          ClassificationModels = "RandomForest"
	ClassificationModelsSGD                   ClassificationModels = "SGD"
	ClassificationModelsSVM                   ClassificationModels = "SVM"
	ClassificationModelsXGBoostClassifier     ClassificationModels = "XGBoostClassifier"
)

type ClassificationMultilabelPrimaryMetrics

type ClassificationMultilabelPrimaryMetrics string
const (
	ClassificationMultilabelPrimaryMetricsAUCWeighted                   ClassificationMultilabelPrimaryMetrics = "AUCWeighted"
	ClassificationMultilabelPrimaryMetricsAccuracy                      ClassificationMultilabelPrimaryMetrics = "Accuracy"
	ClassificationMultilabelPrimaryMetricsAveragePrecisionScoreWeighted ClassificationMultilabelPrimaryMetrics = "AveragePrecisionScoreWeighted"
	ClassificationMultilabelPrimaryMetricsIOU                           ClassificationMultilabelPrimaryMetrics = "IOU"
	ClassificationMultilabelPrimaryMetricsNormMacroRecall               ClassificationMultilabelPrimaryMetrics = "NormMacroRecall"
	ClassificationMultilabelPrimaryMetricsPrecisionScoreWeighted        ClassificationMultilabelPrimaryMetrics = "PrecisionScoreWeighted"
)

type ClassificationPrimaryMetrics

type ClassificationPrimaryMetrics string
const (
	ClassificationPrimaryMetricsAUCWeighted                   ClassificationPrimaryMetrics = "AUCWeighted"
	ClassificationPrimaryMetricsAccuracy                      ClassificationPrimaryMetrics = "Accuracy"
	ClassificationPrimaryMetricsAveragePrecisionScoreWeighted ClassificationPrimaryMetrics = "AveragePrecisionScoreWeighted"
	ClassificationPrimaryMetricsNormMacroRecall               ClassificationPrimaryMetrics = "NormMacroRecall"
	ClassificationPrimaryMetricsPrecisionScoreWeighted        ClassificationPrimaryMetrics = "PrecisionScoreWeighted"
)

type ClassificationTrainingSettings

type ClassificationTrainingSettings struct {
	AllowedTrainingAlgorithms    *[]ClassificationModels `json:"allowedTrainingAlgorithms,omitempty"`
	BlockedTrainingAlgorithms    *[]ClassificationModels `json:"blockedTrainingAlgorithms,omitempty"`
	EnableDnnTraining            *bool                   `json:"enableDnnTraining,omitempty"`
	EnableModelExplainability    *bool                   `json:"enableModelExplainability,omitempty"`
	EnableOnnxCompatibleModels   *bool                   `json:"enableOnnxCompatibleModels,omitempty"`
	EnableStackEnsemble          *bool                   `json:"enableStackEnsemble,omitempty"`
	EnableVoteEnsemble           *bool                   `json:"enableVoteEnsemble,omitempty"`
	EnsembleModelDownloadTimeout *string                 `json:"ensembleModelDownloadTimeout,omitempty"`
	StackEnsembleSettings        *StackEnsembleSettings  `json:"stackEnsembleSettings,omitempty"`
}

type ColumnTransformer

type ColumnTransformer struct {
	Fields     *[]string    `json:"fields,omitempty"`
	Parameters *interface{} `json:"parameters,omitempty"`
}

type CommandJob

type CommandJob struct {
	CodeId               *string                   `json:"codeId,omitempty"`
	Command              string                    `json:"command"`
	Distribution         DistributionConfiguration `json:"distribution"`
	EnvironmentId        string                    `json:"environmentId"`
	EnvironmentVariables *map[string]string        `json:"environmentVariables,omitempty"`
	Inputs               *map[string]JobInput      `json:"inputs,omitempty"`
	Limits               JobLimits                 `json:"limits"`
	Outputs              *map[string]JobOutput     `json:"outputs,omitempty"`
	Parameters           *interface{}              `json:"parameters,omitempty"`
	Resources            *JobResourceConfiguration `json:"resources,omitempty"`

	// Fields inherited from JobBase
	ComponentId    *string                `json:"componentId,omitempty"`
	ComputeId      *string                `json:"computeId,omitempty"`
	Description    *string                `json:"description,omitempty"`
	DisplayName    *string                `json:"displayName,omitempty"`
	ExperimentName *string                `json:"experimentName,omitempty"`
	Identity       IdentityConfiguration  `json:"identity"`
	IsArchived     *bool                  `json:"isArchived,omitempty"`
	Properties     *map[string]string     `json:"properties,omitempty"`
	Services       *map[string]JobService `json:"services,omitempty"`
	Status         *JobStatus             `json:"status,omitempty"`
	Tags           *map[string]string     `json:"tags,omitempty"`
}

func (CommandJob) MarshalJSON

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

func (*CommandJob) UnmarshalJSON

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

type CommandJobLimits

type CommandJobLimits struct {

	// Fields inherited from JobLimits
	Timeout *string `json:"timeout,omitempty"`
}

func (CommandJobLimits) MarshalJSON

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

type CreateOrUpdateOperationResponse

type CreateOrUpdateOperationResponse struct {
	HttpResponse *http.Response
	Model        *JobBaseResource
}

type CustomForecastHorizon

type CustomForecastHorizon struct {
	Value int64 `json:"value"`
}

func (CustomForecastHorizon) MarshalJSON

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

type CustomModelJobInput

type CustomModelJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (CustomModelJobInput) MarshalJSON

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

type CustomModelJobOutput

type CustomModelJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (CustomModelJobOutput) MarshalJSON

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

type CustomNCrossValidations

type CustomNCrossValidations struct {
	Value int64 `json:"value"`
}

func (CustomNCrossValidations) MarshalJSON

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

type CustomSeasonality

type CustomSeasonality struct {
	Value int64 `json:"value"`
}

func (CustomSeasonality) MarshalJSON

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

type CustomTargetLags

type CustomTargetLags struct {
	Values []int64 `json:"values"`
}

func (CustomTargetLags) MarshalJSON

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

type CustomTargetRollingWindowSize

type CustomTargetRollingWindowSize struct {
	Value int64 `json:"value"`
}

func (CustomTargetRollingWindowSize) MarshalJSON

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

type DeleteOperationResponse

type DeleteOperationResponse struct {
	Poller       polling.LongRunningPoller
	HttpResponse *http.Response
}

type DistributionConfiguration

type DistributionConfiguration interface {
}

type DistributionType

type DistributionType string
const (
	DistributionTypeMpi        DistributionType = "Mpi"
	DistributionTypePyTorch    DistributionType = "PyTorch"
	DistributionTypeTensorFlow DistributionType = "TensorFlow"
)

type EarlyTerminationPolicy

type EarlyTerminationPolicy interface {
}

type EarlyTerminationPolicyType

type EarlyTerminationPolicyType string
const (
	EarlyTerminationPolicyTypeBandit              EarlyTerminationPolicyType = "Bandit"
	EarlyTerminationPolicyTypeMedianStopping      EarlyTerminationPolicyType = "MedianStopping"
	EarlyTerminationPolicyTypeTruncationSelection EarlyTerminationPolicyType = "TruncationSelection"
)

type FeatureLags

type FeatureLags string
const (
	FeatureLagsAuto FeatureLags = "Auto"
	FeatureLagsNone FeatureLags = "None"
)

type FeaturizationMode

type FeaturizationMode string
const (
	FeaturizationModeAuto   FeaturizationMode = "Auto"
	FeaturizationModeCustom FeaturizationMode = "Custom"
	FeaturizationModeOff    FeaturizationMode = "Off"
)

type FeaturizationSettings

type FeaturizationSettings struct {
	DatasetLanguage *string `json:"datasetLanguage,omitempty"`
}

type ForecastHorizon

type ForecastHorizon interface {
}

type ForecastHorizonMode

type ForecastHorizonMode string
const (
	ForecastHorizonModeAuto   ForecastHorizonMode = "Auto"
	ForecastHorizonModeCustom ForecastHorizonMode = "Custom"
)

type Forecasting

type Forecasting struct {
	CvSplitColumnNames    *[]string                           `json:"cvSplitColumnNames,omitempty"`
	FeaturizationSettings *TableVerticalFeaturizationSettings `json:"featurizationSettings,omitempty"`
	ForecastingSettings   *ForecastingSettings                `json:"forecastingSettings,omitempty"`
	LimitSettings         *TableVerticalLimitSettings         `json:"limitSettings,omitempty"`
	NCrossValidations     NCrossValidations                   `json:"nCrossValidations"`
	PrimaryMetric         *ForecastingPrimaryMetrics          `json:"primaryMetric,omitempty"`
	TestData              JobInput                            `json:"testData"`
	TestDataSize          *float64                            `json:"testDataSize,omitempty"`
	TrainingSettings      *ForecastingTrainingSettings        `json:"trainingSettings,omitempty"`
	ValidationData        JobInput                            `json:"validationData"`
	ValidationDataSize    *float64                            `json:"validationDataSize,omitempty"`
	WeightColumnName      *string                             `json:"weightColumnName,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (Forecasting) MarshalJSON

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

func (*Forecasting) UnmarshalJSON

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

type ForecastingModels

type ForecastingModels string
const (
	ForecastingModelsArimax               ForecastingModels = "Arimax"
	ForecastingModelsAutoArima            ForecastingModels = "AutoArima"
	ForecastingModelsAverage              ForecastingModels = "Average"
	ForecastingModelsDecisionTree         ForecastingModels = "DecisionTree"
	ForecastingModelsElasticNet           ForecastingModels = "ElasticNet"
	ForecastingModelsExponentialSmoothing ForecastingModels = "ExponentialSmoothing"
	ForecastingModelsExtremeRandomTrees   ForecastingModels = "ExtremeRandomTrees"
	ForecastingModelsGradientBoosting     ForecastingModels = "GradientBoosting"
	ForecastingModelsKNN                  ForecastingModels = "KNN"
	ForecastingModelsLassoLars            ForecastingModels = "LassoLars"
	ForecastingModelsLightGBM             ForecastingModels = "LightGBM"
	ForecastingModelsNaive                ForecastingModels = "Naive"
	ForecastingModelsProphet              ForecastingModels = "Prophet"
	ForecastingModelsRandomForest         ForecastingModels = "RandomForest"
	ForecastingModelsSGD                  ForecastingModels = "SGD"
	ForecastingModelsSeasonalAverage      ForecastingModels = "SeasonalAverage"
	ForecastingModelsSeasonalNaive        ForecastingModels = "SeasonalNaive"
	ForecastingModelsTCNForecaster        ForecastingModels = "TCNForecaster"
	ForecastingModelsXGBoostRegressor     ForecastingModels = "XGBoostRegressor"
)

type ForecastingPrimaryMetrics

type ForecastingPrimaryMetrics string
const (
	ForecastingPrimaryMetricsNormalizedMeanAbsoluteError    ForecastingPrimaryMetrics = "NormalizedMeanAbsoluteError"
	ForecastingPrimaryMetricsNormalizedRootMeanSquaredError ForecastingPrimaryMetrics = "NormalizedRootMeanSquaredError"
	ForecastingPrimaryMetricsRTwoScore                      ForecastingPrimaryMetrics = "R2Score"
	ForecastingPrimaryMetricsSpearmanCorrelation            ForecastingPrimaryMetrics = "SpearmanCorrelation"
)

type ForecastingSettings

type ForecastingSettings struct {
	CountryOrRegionForHolidays *string                           `json:"countryOrRegionForHolidays,omitempty"`
	CvStepSize                 *int64                            `json:"cvStepSize,omitempty"`
	FeatureLags                *FeatureLags                      `json:"featureLags,omitempty"`
	ForecastHorizon            ForecastHorizon                   `json:"forecastHorizon"`
	Frequency                  *string                           `json:"frequency,omitempty"`
	Seasonality                Seasonality                       `json:"seasonality"`
	ShortSeriesHandlingConfig  *ShortSeriesHandlingConfiguration `json:"shortSeriesHandlingConfig,omitempty"`
	TargetAggregateFunction    *TargetAggregationFunction        `json:"targetAggregateFunction,omitempty"`
	TargetLags                 TargetLags                        `json:"targetLags"`
	TargetRollingWindowSize    TargetRollingWindowSize           `json:"targetRollingWindowSize"`
	TimeColumnName             *string                           `json:"timeColumnName,omitempty"`
	TimeSeriesIdColumnNames    *[]string                         `json:"timeSeriesIdColumnNames,omitempty"`
	UseStl                     *UseStl                           `json:"useStl,omitempty"`
}

func (*ForecastingSettings) UnmarshalJSON

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

type ForecastingTrainingSettings

type ForecastingTrainingSettings struct {
	AllowedTrainingAlgorithms    *[]ForecastingModels   `json:"allowedTrainingAlgorithms,omitempty"`
	BlockedTrainingAlgorithms    *[]ForecastingModels   `json:"blockedTrainingAlgorithms,omitempty"`
	EnableDnnTraining            *bool                  `json:"enableDnnTraining,omitempty"`
	EnableModelExplainability    *bool                  `json:"enableModelExplainability,omitempty"`
	EnableOnnxCompatibleModels   *bool                  `json:"enableOnnxCompatibleModels,omitempty"`
	EnableStackEnsemble          *bool                  `json:"enableStackEnsemble,omitempty"`
	EnableVoteEnsemble           *bool                  `json:"enableVoteEnsemble,omitempty"`
	EnsembleModelDownloadTimeout *string                `json:"ensembleModelDownloadTimeout,omitempty"`
	StackEnsembleSettings        *StackEnsembleSettings `json:"stackEnsembleSettings,omitempty"`
}

type GetOperationResponse

type GetOperationResponse struct {
	HttpResponse *http.Response
	Model        *JobBaseResource
}

type Goal

type Goal string
const (
	GoalMaximize Goal = "Maximize"
	GoalMinimize Goal = "Minimize"
)

type GridSamplingAlgorithm

type GridSamplingAlgorithm struct {
}

func (GridSamplingAlgorithm) MarshalJSON

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

type IdentityConfiguration

type IdentityConfiguration interface {
}

type IdentityConfigurationType

type IdentityConfigurationType string
const (
	IdentityConfigurationTypeAMLToken     IdentityConfigurationType = "AMLToken"
	IdentityConfigurationTypeManaged      IdentityConfigurationType = "Managed"
	IdentityConfigurationTypeUserIdentity IdentityConfigurationType = "UserIdentity"
)

type ImageClassification

type ImageClassification struct {
	LimitSettings      *ImageLimitSettings                             `json:"limitSettings,omitempty"`
	ModelSettings      *ImageModelSettingsClassification               `json:"modelSettings,omitempty"`
	PrimaryMetric      *ClassificationPrimaryMetrics                   `json:"primaryMetric,omitempty"`
	SearchSpace        *[]ImageModelDistributionSettingsClassification `json:"searchSpace,omitempty"`
	SweepSettings      *ImageSweepSettings                             `json:"sweepSettings,omitempty"`
	ValidationData     JobInput                                        `json:"validationData"`
	ValidationDataSize *float64                                        `json:"validationDataSize,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (ImageClassification) MarshalJSON

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

func (*ImageClassification) UnmarshalJSON

func (s *ImageClassification) UnmarshalJSON(bytes []byte) error

type ImageClassificationMultilabel

type ImageClassificationMultilabel struct {
	LimitSettings      *ImageLimitSettings                             `json:"limitSettings,omitempty"`
	ModelSettings      *ImageModelSettingsClassification               `json:"modelSettings,omitempty"`
	PrimaryMetric      *ClassificationMultilabelPrimaryMetrics         `json:"primaryMetric,omitempty"`
	SearchSpace        *[]ImageModelDistributionSettingsClassification `json:"searchSpace,omitempty"`
	SweepSettings      *ImageSweepSettings                             `json:"sweepSettings,omitempty"`
	ValidationData     JobInput                                        `json:"validationData"`
	ValidationDataSize *float64                                        `json:"validationDataSize,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (ImageClassificationMultilabel) MarshalJSON

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

func (*ImageClassificationMultilabel) UnmarshalJSON

func (s *ImageClassificationMultilabel) UnmarshalJSON(bytes []byte) error

type ImageInstanceSegmentation

type ImageInstanceSegmentation struct {
	LimitSettings      *ImageLimitSettings                              `json:"limitSettings,omitempty"`
	ModelSettings      *ImageModelSettingsObjectDetection               `json:"modelSettings,omitempty"`
	PrimaryMetric      *InstanceSegmentationPrimaryMetrics              `json:"primaryMetric,omitempty"`
	SearchSpace        *[]ImageModelDistributionSettingsObjectDetection `json:"searchSpace,omitempty"`
	SweepSettings      *ImageSweepSettings                              `json:"sweepSettings,omitempty"`
	ValidationData     JobInput                                         `json:"validationData"`
	ValidationDataSize *float64                                         `json:"validationDataSize,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (ImageInstanceSegmentation) MarshalJSON

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

func (*ImageInstanceSegmentation) UnmarshalJSON

func (s *ImageInstanceSegmentation) UnmarshalJSON(bytes []byte) error

type ImageLimitSettings

type ImageLimitSettings struct {
	MaxConcurrentTrials *int64  `json:"maxConcurrentTrials,omitempty"`
	MaxTrials           *int64  `json:"maxTrials,omitempty"`
	Timeout             *string `json:"timeout,omitempty"`
}

type ImageModelDistributionSettingsClassification

type ImageModelDistributionSettingsClassification struct {
	AmsGradient                *string `json:"amsGradient,omitempty"`
	Augmentations              *string `json:"augmentations,omitempty"`
	Beta1                      *string `json:"beta1,omitempty"`
	Beta2                      *string `json:"beta2,omitempty"`
	Distributed                *string `json:"distributed,omitempty"`
	EarlyStopping              *string `json:"earlyStopping,omitempty"`
	EarlyStoppingDelay         *string `json:"earlyStoppingDelay,omitempty"`
	EarlyStoppingPatience      *string `json:"earlyStoppingPatience,omitempty"`
	EnableOnnxNormalization    *string `json:"enableOnnxNormalization,omitempty"`
	EvaluationFrequency        *string `json:"evaluationFrequency,omitempty"`
	GradientAccumulationStep   *string `json:"gradientAccumulationStep,omitempty"`
	LayersToFreeze             *string `json:"layersToFreeze,omitempty"`
	LearningRate               *string `json:"learningRate,omitempty"`
	LearningRateScheduler      *string `json:"learningRateScheduler,omitempty"`
	ModelName                  *string `json:"modelName,omitempty"`
	Momentum                   *string `json:"momentum,omitempty"`
	Nesterov                   *string `json:"nesterov,omitempty"`
	NumberOfEpochs             *string `json:"numberOfEpochs,omitempty"`
	NumberOfWorkers            *string `json:"numberOfWorkers,omitempty"`
	Optimizer                  *string `json:"optimizer,omitempty"`
	RandomSeed                 *string `json:"randomSeed,omitempty"`
	StepLRGamma                *string `json:"stepLRGamma,omitempty"`
	StepLRStepSize             *string `json:"stepLRStepSize,omitempty"`
	TrainingBatchSize          *string `json:"trainingBatchSize,omitempty"`
	TrainingCropSize           *string `json:"trainingCropSize,omitempty"`
	ValidationBatchSize        *string `json:"validationBatchSize,omitempty"`
	ValidationCropSize         *string `json:"validationCropSize,omitempty"`
	ValidationResizeSize       *string `json:"validationResizeSize,omitempty"`
	WarmupCosineLRCycles       *string `json:"warmupCosineLRCycles,omitempty"`
	WarmupCosineLRWarmupEpochs *string `json:"warmupCosineLRWarmupEpochs,omitempty"`
	WeightDecay                *string `json:"weightDecay,omitempty"`
	WeightedLoss               *string `json:"weightedLoss,omitempty"`
}

type ImageModelDistributionSettingsObjectDetection

type ImageModelDistributionSettingsObjectDetection struct {
	AmsGradient                 *string `json:"amsGradient,omitempty"`
	Augmentations               *string `json:"augmentations,omitempty"`
	Beta1                       *string `json:"beta1,omitempty"`
	Beta2                       *string `json:"beta2,omitempty"`
	BoxDetectionsPerImage       *string `json:"boxDetectionsPerImage,omitempty"`
	BoxScoreThreshold           *string `json:"boxScoreThreshold,omitempty"`
	Distributed                 *string `json:"distributed,omitempty"`
	EarlyStopping               *string `json:"earlyStopping,omitempty"`
	EarlyStoppingDelay          *string `json:"earlyStoppingDelay,omitempty"`
	EarlyStoppingPatience       *string `json:"earlyStoppingPatience,omitempty"`
	EnableOnnxNormalization     *string `json:"enableOnnxNormalization,omitempty"`
	EvaluationFrequency         *string `json:"evaluationFrequency,omitempty"`
	GradientAccumulationStep    *string `json:"gradientAccumulationStep,omitempty"`
	ImageSize                   *string `json:"imageSize,omitempty"`
	LayersToFreeze              *string `json:"layersToFreeze,omitempty"`
	LearningRate                *string `json:"learningRate,omitempty"`
	LearningRateScheduler       *string `json:"learningRateScheduler,omitempty"`
	MaxSize                     *string `json:"maxSize,omitempty"`
	MinSize                     *string `json:"minSize,omitempty"`
	ModelName                   *string `json:"modelName,omitempty"`
	ModelSize                   *string `json:"modelSize,omitempty"`
	Momentum                    *string `json:"momentum,omitempty"`
	MultiScale                  *string `json:"multiScale,omitempty"`
	Nesterov                    *string `json:"nesterov,omitempty"`
	NmsIouThreshold             *string `json:"nmsIouThreshold,omitempty"`
	NumberOfEpochs              *string `json:"numberOfEpochs,omitempty"`
	NumberOfWorkers             *string `json:"numberOfWorkers,omitempty"`
	Optimizer                   *string `json:"optimizer,omitempty"`
	RandomSeed                  *string `json:"randomSeed,omitempty"`
	StepLRGamma                 *string `json:"stepLRGamma,omitempty"`
	StepLRStepSize              *string `json:"stepLRStepSize,omitempty"`
	TileGridSize                *string `json:"tileGridSize,omitempty"`
	TileOverlapRatio            *string `json:"tileOverlapRatio,omitempty"`
	TilePredictionsNmsThreshold *string `json:"tilePredictionsNmsThreshold,omitempty"`
	TrainingBatchSize           *string `json:"trainingBatchSize,omitempty"`
	ValidationBatchSize         *string `json:"validationBatchSize,omitempty"`
	ValidationIouThreshold      *string `json:"validationIouThreshold,omitempty"`
	ValidationMetricType        *string `json:"validationMetricType,omitempty"`
	WarmupCosineLRCycles        *string `json:"warmupCosineLRCycles,omitempty"`
	WarmupCosineLRWarmupEpochs  *string `json:"warmupCosineLRWarmupEpochs,omitempty"`
	WeightDecay                 *string `json:"weightDecay,omitempty"`
}

type ImageModelSettingsClassification

type ImageModelSettingsClassification struct {
	AdvancedSettings           *string                `json:"advancedSettings,omitempty"`
	AmsGradient                *bool                  `json:"amsGradient,omitempty"`
	Augmentations              *string                `json:"augmentations,omitempty"`
	Beta1                      *float64               `json:"beta1,omitempty"`
	Beta2                      *float64               `json:"beta2,omitempty"`
	CheckpointFrequency        *int64                 `json:"checkpointFrequency,omitempty"`
	CheckpointModel            JobInput               `json:"checkpointModel"`
	CheckpointRunId            *string                `json:"checkpointRunId,omitempty"`
	Distributed                *bool                  `json:"distributed,omitempty"`
	EarlyStopping              *bool                  `json:"earlyStopping,omitempty"`
	EarlyStoppingDelay         *int64                 `json:"earlyStoppingDelay,omitempty"`
	EarlyStoppingPatience      *int64                 `json:"earlyStoppingPatience,omitempty"`
	EnableOnnxNormalization    *bool                  `json:"enableOnnxNormalization,omitempty"`
	EvaluationFrequency        *int64                 `json:"evaluationFrequency,omitempty"`
	GradientAccumulationStep   *int64                 `json:"gradientAccumulationStep,omitempty"`
	LayersToFreeze             *int64                 `json:"layersToFreeze,omitempty"`
	LearningRate               *float64               `json:"learningRate,omitempty"`
	LearningRateScheduler      *LearningRateScheduler `json:"learningRateScheduler,omitempty"`
	ModelName                  *string                `json:"modelName,omitempty"`
	Momentum                   *float64               `json:"momentum,omitempty"`
	Nesterov                   *bool                  `json:"nesterov,omitempty"`
	NumberOfEpochs             *int64                 `json:"numberOfEpochs,omitempty"`
	NumberOfWorkers            *int64                 `json:"numberOfWorkers,omitempty"`
	Optimizer                  *StochasticOptimizer   `json:"optimizer,omitempty"`
	RandomSeed                 *int64                 `json:"randomSeed,omitempty"`
	StepLRGamma                *float64               `json:"stepLRGamma,omitempty"`
	StepLRStepSize             *int64                 `json:"stepLRStepSize,omitempty"`
	TrainingBatchSize          *int64                 `json:"trainingBatchSize,omitempty"`
	TrainingCropSize           *int64                 `json:"trainingCropSize,omitempty"`
	ValidationBatchSize        *int64                 `json:"validationBatchSize,omitempty"`
	ValidationCropSize         *int64                 `json:"validationCropSize,omitempty"`
	ValidationResizeSize       *int64                 `json:"validationResizeSize,omitempty"`
	WarmupCosineLRCycles       *float64               `json:"warmupCosineLRCycles,omitempty"`
	WarmupCosineLRWarmupEpochs *int64                 `json:"warmupCosineLRWarmupEpochs,omitempty"`
	WeightDecay                *float64               `json:"weightDecay,omitempty"`
	WeightedLoss               *int64                 `json:"weightedLoss,omitempty"`
}

func (*ImageModelSettingsClassification) UnmarshalJSON

func (s *ImageModelSettingsClassification) UnmarshalJSON(bytes []byte) error

type ImageModelSettingsObjectDetection

type ImageModelSettingsObjectDetection struct {
	AdvancedSettings            *string                `json:"advancedSettings,omitempty"`
	AmsGradient                 *bool                  `json:"amsGradient,omitempty"`
	Augmentations               *string                `json:"augmentations,omitempty"`
	Beta1                       *float64               `json:"beta1,omitempty"`
	Beta2                       *float64               `json:"beta2,omitempty"`
	BoxDetectionsPerImage       *int64                 `json:"boxDetectionsPerImage,omitempty"`
	BoxScoreThreshold           *float64               `json:"boxScoreThreshold,omitempty"`
	CheckpointFrequency         *int64                 `json:"checkpointFrequency,omitempty"`
	CheckpointModel             JobInput               `json:"checkpointModel"`
	CheckpointRunId             *string                `json:"checkpointRunId,omitempty"`
	Distributed                 *bool                  `json:"distributed,omitempty"`
	EarlyStopping               *bool                  `json:"earlyStopping,omitempty"`
	EarlyStoppingDelay          *int64                 `json:"earlyStoppingDelay,omitempty"`
	EarlyStoppingPatience       *int64                 `json:"earlyStoppingPatience,omitempty"`
	EnableOnnxNormalization     *bool                  `json:"enableOnnxNormalization,omitempty"`
	EvaluationFrequency         *int64                 `json:"evaluationFrequency,omitempty"`
	GradientAccumulationStep    *int64                 `json:"gradientAccumulationStep,omitempty"`
	ImageSize                   *int64                 `json:"imageSize,omitempty"`
	LayersToFreeze              *int64                 `json:"layersToFreeze,omitempty"`
	LearningRate                *float64               `json:"learningRate,omitempty"`
	LearningRateScheduler       *LearningRateScheduler `json:"learningRateScheduler,omitempty"`
	MaxSize                     *int64                 `json:"maxSize,omitempty"`
	MinSize                     *int64                 `json:"minSize,omitempty"`
	ModelName                   *string                `json:"modelName,omitempty"`
	ModelSize                   *ModelSize             `json:"modelSize,omitempty"`
	Momentum                    *float64               `json:"momentum,omitempty"`
	MultiScale                  *bool                  `json:"multiScale,omitempty"`
	Nesterov                    *bool                  `json:"nesterov,omitempty"`
	NmsIouThreshold             *float64               `json:"nmsIouThreshold,omitempty"`
	NumberOfEpochs              *int64                 `json:"numberOfEpochs,omitempty"`
	NumberOfWorkers             *int64                 `json:"numberOfWorkers,omitempty"`
	Optimizer                   *StochasticOptimizer   `json:"optimizer,omitempty"`
	RandomSeed                  *int64                 `json:"randomSeed,omitempty"`
	StepLRGamma                 *float64               `json:"stepLRGamma,omitempty"`
	StepLRStepSize              *int64                 `json:"stepLRStepSize,omitempty"`
	TileGridSize                *string                `json:"tileGridSize,omitempty"`
	TileOverlapRatio            *float64               `json:"tileOverlapRatio,omitempty"`
	TilePredictionsNmsThreshold *float64               `json:"tilePredictionsNmsThreshold,omitempty"`
	TrainingBatchSize           *int64                 `json:"trainingBatchSize,omitempty"`
	ValidationBatchSize         *int64                 `json:"validationBatchSize,omitempty"`
	ValidationIouThreshold      *float64               `json:"validationIouThreshold,omitempty"`
	ValidationMetricType        *ValidationMetricType  `json:"validationMetricType,omitempty"`
	WarmupCosineLRCycles        *float64               `json:"warmupCosineLRCycles,omitempty"`
	WarmupCosineLRWarmupEpochs  *int64                 `json:"warmupCosineLRWarmupEpochs,omitempty"`
	WeightDecay                 *float64               `json:"weightDecay,omitempty"`
}

func (*ImageModelSettingsObjectDetection) UnmarshalJSON

func (s *ImageModelSettingsObjectDetection) UnmarshalJSON(bytes []byte) error

type ImageObjectDetection

type ImageObjectDetection struct {
	LimitSettings      *ImageLimitSettings                              `json:"limitSettings,omitempty"`
	ModelSettings      *ImageModelSettingsObjectDetection               `json:"modelSettings,omitempty"`
	PrimaryMetric      *ObjectDetectionPrimaryMetrics                   `json:"primaryMetric,omitempty"`
	SearchSpace        *[]ImageModelDistributionSettingsObjectDetection `json:"searchSpace,omitempty"`
	SweepSettings      *ImageSweepSettings                              `json:"sweepSettings,omitempty"`
	ValidationData     JobInput                                         `json:"validationData"`
	ValidationDataSize *float64                                         `json:"validationDataSize,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (ImageObjectDetection) MarshalJSON

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

func (*ImageObjectDetection) UnmarshalJSON

func (s *ImageObjectDetection) UnmarshalJSON(bytes []byte) error

type ImageSweepSettings

type ImageSweepSettings struct {
	EarlyTermination  EarlyTerminationPolicy `json:"earlyTermination"`
	SamplingAlgorithm SamplingAlgorithmType  `json:"samplingAlgorithm"`
}

func (*ImageSweepSettings) UnmarshalJSON

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

type InputDeliveryMode

type InputDeliveryMode string
const (
	InputDeliveryModeDirect         InputDeliveryMode = "Direct"
	InputDeliveryModeDownload       InputDeliveryMode = "Download"
	InputDeliveryModeEvalDownload   InputDeliveryMode = "EvalDownload"
	InputDeliveryModeEvalMount      InputDeliveryMode = "EvalMount"
	InputDeliveryModeReadOnlyMount  InputDeliveryMode = "ReadOnlyMount"
	InputDeliveryModeReadWriteMount InputDeliveryMode = "ReadWriteMount"
)

type InstanceSegmentationPrimaryMetrics

type InstanceSegmentationPrimaryMetrics string
const (
	InstanceSegmentationPrimaryMetricsMeanAveragePrecision InstanceSegmentationPrimaryMetrics = "MeanAveragePrecision"
)

type JobBase

type JobBase interface {
}

type JobBaseResource

type JobBaseResource struct {
	Id         *string                `json:"id,omitempty"`
	Name       *string                `json:"name,omitempty"`
	Properties JobBase                `json:"properties"`
	SystemData *systemdata.SystemData `json:"systemData,omitempty"`
	Type       *string                `json:"type,omitempty"`
}

func (*JobBaseResource) UnmarshalJSON

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

type JobBaseResourceOperationPredicate

type JobBaseResourceOperationPredicate struct {
	Id   *string
	Name *string
	Type *string
}

func (JobBaseResourceOperationPredicate) Matches

type JobClient

type JobClient struct {
	Client autorest.Client
	// contains filtered or unexported fields
}

func NewJobClientWithBaseURI

func NewJobClientWithBaseURI(endpoint string) JobClient

func (JobClient) Cancel

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

Cancel ...

func (JobClient) CancelThenPoll

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

CancelThenPoll performs Cancel then polls until it's completed

func (JobClient) CreateOrUpdate

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

CreateOrUpdate ...

func (JobClient) Delete

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

Delete ...

func (JobClient) DeleteThenPoll

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

DeleteThenPoll performs Delete then polls until it's completed

func (JobClient) Get

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

Get ...

func (JobClient) List

List ...

func (JobClient) ListComplete

ListComplete retrieves all of the results into a single object

func (JobClient) ListCompleteMatchingPredicate

func (c JobClient) ListCompleteMatchingPredicate(ctx context.Context, id WorkspaceId, options ListOperationOptions, predicate JobBaseResourceOperationPredicate) (resp ListCompleteResult, err error)

ListCompleteMatchingPredicate retrieves all of the results and then applied the predicate

type JobId

type JobId struct {
	SubscriptionId    string
	ResourceGroupName string
	WorkspaceName     string
	JobName           string
}

JobId is a struct representing the Resource ID for a Job

func NewJobID

func NewJobID(subscriptionId string, resourceGroupName string, workspaceName string, jobName string) JobId

NewJobID returns a new JobId struct

func ParseJobID

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

ParseJobID parses 'input' into a JobId

func ParseJobIDInsensitively

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

ParseJobIDInsensitively parses 'input' case-insensitively into a JobId note: this method should only be used for API response data and not user input

func (JobId) ID

func (id JobId) ID() string

ID returns the formatted Job ID

func (JobId) Segments

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

Segments returns a slice of Resource ID Segments which comprise this Job ID

func (JobId) String

func (id JobId) String() string

String returns a human-readable description of this Job ID

type JobInput

type JobInput interface {
}

type JobInputType

type JobInputType string
const (
	JobInputTypeCustomModel JobInputType = "custom_model"
	JobInputTypeLiteral     JobInputType = "literal"
	JobInputTypeMlflowModel JobInputType = "mlflow_model"
	JobInputTypeMltable     JobInputType = "mltable"
	JobInputTypeTritonModel JobInputType = "triton_model"
	JobInputTypeUriFile     JobInputType = "uri_file"
	JobInputTypeUriFolder   JobInputType = "uri_folder"
)

type JobLimits

type JobLimits interface {
}

type JobLimitsType

type JobLimitsType string
const (
	JobLimitsTypeCommand JobLimitsType = "Command"
	JobLimitsTypeSweep   JobLimitsType = "Sweep"
)

type JobOutput

type JobOutput interface {
}

type JobOutputType

type JobOutputType string
const (
	JobOutputTypeCustomModel JobOutputType = "custom_model"
	JobOutputTypeMlflowModel JobOutputType = "mlflow_model"
	JobOutputTypeMltable     JobOutputType = "mltable"
	JobOutputTypeTritonModel JobOutputType = "triton_model"
	JobOutputTypeUriFile     JobOutputType = "uri_file"
	JobOutputTypeUriFolder   JobOutputType = "uri_folder"
)

type JobResourceConfiguration

type JobResourceConfiguration struct {
	DockerArgs    *string                 `json:"dockerArgs,omitempty"`
	InstanceCount *int64                  `json:"instanceCount,omitempty"`
	InstanceType  *string                 `json:"instanceType,omitempty"`
	Properties    *map[string]interface{} `json:"properties,omitempty"`
	ShmSize       *string                 `json:"shmSize,omitempty"`
}

type JobService

type JobService struct {
	Endpoint       *string            `json:"endpoint,omitempty"`
	ErrorMessage   *string            `json:"errorMessage,omitempty"`
	JobServiceType *string            `json:"jobServiceType,omitempty"`
	Nodes          Nodes              `json:"nodes"`
	Port           *int64             `json:"port,omitempty"`
	Properties     *map[string]string `json:"properties,omitempty"`
	Status         *string            `json:"status,omitempty"`
}

func (*JobService) UnmarshalJSON

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

type JobStatus

type JobStatus string
const (
	JobStatusCancelRequested JobStatus = "CancelRequested"
	JobStatusCanceled        JobStatus = "Canceled"
	JobStatusCompleted       JobStatus = "Completed"
	JobStatusFailed          JobStatus = "Failed"
	JobStatusFinalizing      JobStatus = "Finalizing"
	JobStatusNotResponding   JobStatus = "NotResponding"
	JobStatusNotStarted      JobStatus = "NotStarted"
	JobStatusPaused          JobStatus = "Paused"
	JobStatusPreparing       JobStatus = "Preparing"
	JobStatusProvisioning    JobStatus = "Provisioning"
	JobStatusQueued          JobStatus = "Queued"
	JobStatusRunning         JobStatus = "Running"
	JobStatusStarting        JobStatus = "Starting"
	JobStatusUnknown         JobStatus = "Unknown"
)

type JobType

type JobType string
const (
	JobTypeAutoML   JobType = "AutoML"
	JobTypeCommand  JobType = "Command"
	JobTypePipeline JobType = "Pipeline"
	JobTypeSweep    JobType = "Sweep"
)

type LearningRateScheduler

type LearningRateScheduler string
const (
	LearningRateSchedulerNone         LearningRateScheduler = "None"
	LearningRateSchedulerStep         LearningRateScheduler = "Step"
	LearningRateSchedulerWarmupCosine LearningRateScheduler = "WarmupCosine"
)

type ListCompleteResult

type ListCompleteResult struct {
	Items []JobBaseResource
}

type ListOperationOptions

type ListOperationOptions struct {
	JobType      *string
	ListViewType *ListViewType
	Skip         *string
	Tag          *string
}

func DefaultListOperationOptions

func DefaultListOperationOptions() ListOperationOptions

type ListOperationResponse

type ListOperationResponse struct {
	HttpResponse *http.Response
	Model        *[]JobBaseResource
	// contains filtered or unexported fields
}

func (ListOperationResponse) HasMore

func (r ListOperationResponse) HasMore() bool

func (ListOperationResponse) LoadMore

func (r ListOperationResponse) LoadMore(ctx context.Context) (resp ListOperationResponse, err error)

type ListViewType

type ListViewType string
const (
	ListViewTypeActiveOnly   ListViewType = "ActiveOnly"
	ListViewTypeAll          ListViewType = "All"
	ListViewTypeArchivedOnly ListViewType = "ArchivedOnly"
)

type LiteralJobInput

type LiteralJobInput struct {
	Value string `json:"value"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (LiteralJobInput) MarshalJSON

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

type LogVerbosity

type LogVerbosity string
const (
	LogVerbosityCritical LogVerbosity = "Critical"
	LogVerbosityDebug    LogVerbosity = "Debug"
	LogVerbosityError    LogVerbosity = "Error"
	LogVerbosityInfo     LogVerbosity = "Info"
	LogVerbosityNotSet   LogVerbosity = "NotSet"
	LogVerbosityWarning  LogVerbosity = "Warning"
)

type MLFlowModelJobInput

type MLFlowModelJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (MLFlowModelJobInput) MarshalJSON

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

type MLFlowModelJobOutput

type MLFlowModelJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (MLFlowModelJobOutput) MarshalJSON

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

type MLTableJobInput

type MLTableJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (MLTableJobInput) MarshalJSON

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

type MLTableJobOutput

type MLTableJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (MLTableJobOutput) MarshalJSON

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

type ManagedIdentity

type ManagedIdentity struct {
	ClientId   *string `json:"clientId,omitempty"`
	ObjectId   *string `json:"objectId,omitempty"`
	ResourceId *string `json:"resourceId,omitempty"`
}

func (ManagedIdentity) MarshalJSON

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

type MedianStoppingPolicy

type MedianStoppingPolicy struct {

	// Fields inherited from EarlyTerminationPolicy
	DelayEvaluation    *int64 `json:"delayEvaluation,omitempty"`
	EvaluationInterval *int64 `json:"evaluationInterval,omitempty"`
}

func (MedianStoppingPolicy) MarshalJSON

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

type ModelSize

type ModelSize string
const (
	ModelSizeExtraLarge ModelSize = "ExtraLarge"
	ModelSizeLarge      ModelSize = "Large"
	ModelSizeMedium     ModelSize = "Medium"
	ModelSizeNone       ModelSize = "None"
	ModelSizeSmall      ModelSize = "Small"
)

type Mpi

type Mpi struct {
	ProcessCountPerInstance *int64 `json:"processCountPerInstance,omitempty"`
}

func (Mpi) MarshalJSON

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

type NCrossValidations

type NCrossValidations interface {
}

type NCrossValidationsMode

type NCrossValidationsMode string
const (
	NCrossValidationsModeAuto   NCrossValidationsMode = "Auto"
	NCrossValidationsModeCustom NCrossValidationsMode = "Custom"
)

type NlpVerticalLimitSettings

type NlpVerticalLimitSettings struct {
	MaxConcurrentTrials *int64  `json:"maxConcurrentTrials,omitempty"`
	MaxTrials           *int64  `json:"maxTrials,omitempty"`
	Timeout             *string `json:"timeout,omitempty"`
}

type Nodes

type Nodes interface {
}

type NodesValueType

type NodesValueType string
const (
	NodesValueTypeAll NodesValueType = "All"
)

type ObjectDetectionPrimaryMetrics

type ObjectDetectionPrimaryMetrics string
const (
	ObjectDetectionPrimaryMetricsMeanAveragePrecision ObjectDetectionPrimaryMetrics = "MeanAveragePrecision"
)

type Objective

type Objective struct {
	Goal          Goal   `json:"goal"`
	PrimaryMetric string `json:"primaryMetric"`
}

type OutputDeliveryMode

type OutputDeliveryMode string
const (
	OutputDeliveryModeReadWriteMount OutputDeliveryMode = "ReadWriteMount"
	OutputDeliveryModeUpload         OutputDeliveryMode = "Upload"
)

type PipelineJob

type PipelineJob struct {
	Inputs      *map[string]JobInput    `json:"inputs,omitempty"`
	Jobs        *map[string]interface{} `json:"jobs,omitempty"`
	Outputs     *map[string]JobOutput   `json:"outputs,omitempty"`
	Settings    *interface{}            `json:"settings,omitempty"`
	SourceJobId *string                 `json:"sourceJobId,omitempty"`

	// Fields inherited from JobBase
	ComponentId    *string                `json:"componentId,omitempty"`
	ComputeId      *string                `json:"computeId,omitempty"`
	Description    *string                `json:"description,omitempty"`
	DisplayName    *string                `json:"displayName,omitempty"`
	ExperimentName *string                `json:"experimentName,omitempty"`
	Identity       IdentityConfiguration  `json:"identity"`
	IsArchived     *bool                  `json:"isArchived,omitempty"`
	Properties     *map[string]string     `json:"properties,omitempty"`
	Services       *map[string]JobService `json:"services,omitempty"`
	Status         *JobStatus             `json:"status,omitempty"`
	Tags           *map[string]string     `json:"tags,omitempty"`
}

func (PipelineJob) MarshalJSON

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

func (*PipelineJob) UnmarshalJSON

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

type PyTorch

type PyTorch struct {
	ProcessCountPerInstance *int64 `json:"processCountPerInstance,omitempty"`
}

func (PyTorch) MarshalJSON

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

type RandomSamplingAlgorithm

type RandomSamplingAlgorithm struct {
	Rule *RandomSamplingAlgorithmRule `json:"rule,omitempty"`
	Seed *int64                       `json:"seed,omitempty"`
}

func (RandomSamplingAlgorithm) MarshalJSON

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

type RandomSamplingAlgorithmRule

type RandomSamplingAlgorithmRule string
const (
	RandomSamplingAlgorithmRuleRandom RandomSamplingAlgorithmRule = "Random"
	RandomSamplingAlgorithmRuleSobol  RandomSamplingAlgorithmRule = "Sobol"
)

type Regression

type Regression struct {
	CvSplitColumnNames    *[]string                           `json:"cvSplitColumnNames,omitempty"`
	FeaturizationSettings *TableVerticalFeaturizationSettings `json:"featurizationSettings,omitempty"`
	LimitSettings         *TableVerticalLimitSettings         `json:"limitSettings,omitempty"`
	NCrossValidations     NCrossValidations                   `json:"nCrossValidations"`
	PrimaryMetric         *RegressionPrimaryMetrics           `json:"primaryMetric,omitempty"`
	TestData              JobInput                            `json:"testData"`
	TestDataSize          *float64                            `json:"testDataSize,omitempty"`
	TrainingSettings      *RegressionTrainingSettings         `json:"trainingSettings,omitempty"`
	ValidationData        JobInput                            `json:"validationData"`
	ValidationDataSize    *float64                            `json:"validationDataSize,omitempty"`
	WeightColumnName      *string                             `json:"weightColumnName,omitempty"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (Regression) MarshalJSON

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

func (*Regression) UnmarshalJSON

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

type RegressionModels

type RegressionModels string
const (
	RegressionModelsDecisionTree       RegressionModels = "DecisionTree"
	RegressionModelsElasticNet         RegressionModels = "ElasticNet"
	RegressionModelsExtremeRandomTrees RegressionModels = "ExtremeRandomTrees"
	RegressionModelsGradientBoosting   RegressionModels = "GradientBoosting"
	RegressionModelsKNN                RegressionModels = "KNN"
	RegressionModelsLassoLars          RegressionModels = "LassoLars"
	RegressionModelsLightGBM           RegressionModels = "LightGBM"
	RegressionModelsRandomForest       RegressionModels = "RandomForest"
	RegressionModelsSGD                RegressionModels = "SGD"
	RegressionModelsXGBoostRegressor   RegressionModels = "XGBoostRegressor"
)

type RegressionPrimaryMetrics

type RegressionPrimaryMetrics string
const (
	RegressionPrimaryMetricsNormalizedMeanAbsoluteError    RegressionPrimaryMetrics = "NormalizedMeanAbsoluteError"
	RegressionPrimaryMetricsNormalizedRootMeanSquaredError RegressionPrimaryMetrics = "NormalizedRootMeanSquaredError"
	RegressionPrimaryMetricsRTwoScore                      RegressionPrimaryMetrics = "R2Score"
	RegressionPrimaryMetricsSpearmanCorrelation            RegressionPrimaryMetrics = "SpearmanCorrelation"
)

type RegressionTrainingSettings

type RegressionTrainingSettings struct {
	AllowedTrainingAlgorithms    *[]RegressionModels    `json:"allowedTrainingAlgorithms,omitempty"`
	BlockedTrainingAlgorithms    *[]RegressionModels    `json:"blockedTrainingAlgorithms,omitempty"`
	EnableDnnTraining            *bool                  `json:"enableDnnTraining,omitempty"`
	EnableModelExplainability    *bool                  `json:"enableModelExplainability,omitempty"`
	EnableOnnxCompatibleModels   *bool                  `json:"enableOnnxCompatibleModels,omitempty"`
	EnableStackEnsemble          *bool                  `json:"enableStackEnsemble,omitempty"`
	EnableVoteEnsemble           *bool                  `json:"enableVoteEnsemble,omitempty"`
	EnsembleModelDownloadTimeout *string                `json:"ensembleModelDownloadTimeout,omitempty"`
	StackEnsembleSettings        *StackEnsembleSettings `json:"stackEnsembleSettings,omitempty"`
}

type SamplingAlgorithm

type SamplingAlgorithm interface {
}

type SamplingAlgorithmType

type SamplingAlgorithmType string
const (
	SamplingAlgorithmTypeBayesian SamplingAlgorithmType = "Bayesian"
	SamplingAlgorithmTypeGrid     SamplingAlgorithmType = "Grid"
	SamplingAlgorithmTypeRandom   SamplingAlgorithmType = "Random"
)

type Seasonality

type Seasonality interface {
}

type SeasonalityMode

type SeasonalityMode string
const (
	SeasonalityModeAuto   SeasonalityMode = "Auto"
	SeasonalityModeCustom SeasonalityMode = "Custom"
)

type ShortSeriesHandlingConfiguration

type ShortSeriesHandlingConfiguration string
const (
	ShortSeriesHandlingConfigurationAuto ShortSeriesHandlingConfiguration = "Auto"
	ShortSeriesHandlingConfigurationDrop ShortSeriesHandlingConfiguration = "Drop"
	ShortSeriesHandlingConfigurationNone ShortSeriesHandlingConfiguration = "None"
	ShortSeriesHandlingConfigurationPad  ShortSeriesHandlingConfiguration = "Pad"
)

type StackEnsembleSettings

type StackEnsembleSettings struct {
	StackMetaLearnerKWargs          *interface{}          `json:"stackMetaLearnerKWargs,omitempty"`
	StackMetaLearnerTrainPercentage *float64              `json:"stackMetaLearnerTrainPercentage,omitempty"`
	StackMetaLearnerType            *StackMetaLearnerType `json:"stackMetaLearnerType,omitempty"`
}

type StackMetaLearnerType

type StackMetaLearnerType string
const (
	StackMetaLearnerTypeElasticNet           StackMetaLearnerType = "ElasticNet"
	StackMetaLearnerTypeElasticNetCV         StackMetaLearnerType = "ElasticNetCV"
	StackMetaLearnerTypeLightGBMClassifier   StackMetaLearnerType = "LightGBMClassifier"
	StackMetaLearnerTypeLightGBMRegressor    StackMetaLearnerType = "LightGBMRegressor"
	StackMetaLearnerTypeLinearRegression     StackMetaLearnerType = "LinearRegression"
	StackMetaLearnerTypeLogisticRegression   StackMetaLearnerType = "LogisticRegression"
	StackMetaLearnerTypeLogisticRegressionCV StackMetaLearnerType = "LogisticRegressionCV"
	StackMetaLearnerTypeNone                 StackMetaLearnerType = "None"
)

type StochasticOptimizer

type StochasticOptimizer string
const (
	StochasticOptimizerAdam  StochasticOptimizer = "Adam"
	StochasticOptimizerAdamw StochasticOptimizer = "Adamw"
	StochasticOptimizerNone  StochasticOptimizer = "None"
	StochasticOptimizerSgd   StochasticOptimizer = "Sgd"
)

type SweepJob

type SweepJob struct {
	EarlyTermination  EarlyTerminationPolicy `json:"earlyTermination"`
	Inputs            *map[string]JobInput   `json:"inputs,omitempty"`
	Limits            JobLimits              `json:"limits"`
	Objective         Objective              `json:"objective"`
	Outputs           *map[string]JobOutput  `json:"outputs,omitempty"`
	SamplingAlgorithm SamplingAlgorithm      `json:"samplingAlgorithm"`
	SearchSpace       interface{}            `json:"searchSpace"`
	Trial             TrialComponent         `json:"trial"`

	// Fields inherited from JobBase
	ComponentId    *string                `json:"componentId,omitempty"`
	ComputeId      *string                `json:"computeId,omitempty"`
	Description    *string                `json:"description,omitempty"`
	DisplayName    *string                `json:"displayName,omitempty"`
	ExperimentName *string                `json:"experimentName,omitempty"`
	Identity       IdentityConfiguration  `json:"identity"`
	IsArchived     *bool                  `json:"isArchived,omitempty"`
	Properties     *map[string]string     `json:"properties,omitempty"`
	Services       *map[string]JobService `json:"services,omitempty"`
	Status         *JobStatus             `json:"status,omitempty"`
	Tags           *map[string]string     `json:"tags,omitempty"`
}

func (SweepJob) MarshalJSON

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

func (*SweepJob) UnmarshalJSON

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

type SweepJobLimits

type SweepJobLimits struct {
	MaxConcurrentTrials *int64  `json:"maxConcurrentTrials,omitempty"`
	MaxTotalTrials      *int64  `json:"maxTotalTrials,omitempty"`
	TrialTimeout        *string `json:"trialTimeout,omitempty"`

	// Fields inherited from JobLimits
	Timeout *string `json:"timeout,omitempty"`
}

func (SweepJobLimits) MarshalJSON

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

type TableVerticalFeaturizationSettings

type TableVerticalFeaturizationSettings struct {
	BlockedTransformers    *[]BlockedTransformers          `json:"blockedTransformers,omitempty"`
	ColumnNameAndTypes     *map[string]string              `json:"columnNameAndTypes,omitempty"`
	DatasetLanguage        *string                         `json:"datasetLanguage,omitempty"`
	EnableDnnFeaturization *bool                           `json:"enableDnnFeaturization,omitempty"`
	Mode                   *FeaturizationMode              `json:"mode,omitempty"`
	TransformerParams      *map[string][]ColumnTransformer `json:"transformerParams,omitempty"`
}

type TableVerticalLimitSettings

type TableVerticalLimitSettings struct {
	EnableEarlyTermination *bool    `json:"enableEarlyTermination,omitempty"`
	ExitScore              *float64 `json:"exitScore,omitempty"`
	MaxConcurrentTrials    *int64   `json:"maxConcurrentTrials,omitempty"`
	MaxCoresPerTrial       *int64   `json:"maxCoresPerTrial,omitempty"`
	MaxTrials              *int64   `json:"maxTrials,omitempty"`
	Timeout                *string  `json:"timeout,omitempty"`
	TrialTimeout           *string  `json:"trialTimeout,omitempty"`
}

type TargetAggregationFunction

type TargetAggregationFunction string
const (
	TargetAggregationFunctionMax  TargetAggregationFunction = "Max"
	TargetAggregationFunctionMean TargetAggregationFunction = "Mean"
	TargetAggregationFunctionMin  TargetAggregationFunction = "Min"
	TargetAggregationFunctionNone TargetAggregationFunction = "None"
	TargetAggregationFunctionSum  TargetAggregationFunction = "Sum"
)

type TargetLags

type TargetLags interface {
}

type TargetLagsMode

type TargetLagsMode string
const (
	TargetLagsModeAuto   TargetLagsMode = "Auto"
	TargetLagsModeCustom TargetLagsMode = "Custom"
)

type TargetRollingWindowSize

type TargetRollingWindowSize interface {
}

type TargetRollingWindowSizeMode

type TargetRollingWindowSizeMode string
const (
	TargetRollingWindowSizeModeAuto   TargetRollingWindowSizeMode = "Auto"
	TargetRollingWindowSizeModeCustom TargetRollingWindowSizeMode = "Custom"
)

type TaskType

type TaskType string
const (
	TaskTypeClassification                TaskType = "Classification"
	TaskTypeForecasting                   TaskType = "Forecasting"
	TaskTypeImageClassification           TaskType = "ImageClassification"
	TaskTypeImageClassificationMultilabel TaskType = "ImageClassificationMultilabel"
	TaskTypeImageInstanceSegmentation     TaskType = "ImageInstanceSegmentation"
	TaskTypeImageObjectDetection          TaskType = "ImageObjectDetection"
	TaskTypeRegression                    TaskType = "Regression"
	TaskTypeTextClassification            TaskType = "TextClassification"
	TaskTypeTextClassificationMultilabel  TaskType = "TextClassificationMultilabel"
	TaskTypeTextNER                       TaskType = "TextNER"
)

type TensorFlow

type TensorFlow struct {
	ParameterServerCount *int64 `json:"parameterServerCount,omitempty"`
	WorkerCount          *int64 `json:"workerCount,omitempty"`
}

func (TensorFlow) MarshalJSON

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

type TextClassification

type TextClassification struct {
	FeaturizationSettings *FeaturizationSettings        `json:"featurizationSettings,omitempty"`
	LimitSettings         *NlpVerticalLimitSettings     `json:"limitSettings,omitempty"`
	PrimaryMetric         *ClassificationPrimaryMetrics `json:"primaryMetric,omitempty"`
	ValidationData        JobInput                      `json:"validationData"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (TextClassification) MarshalJSON

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

func (*TextClassification) UnmarshalJSON

func (s *TextClassification) UnmarshalJSON(bytes []byte) error

type TextClassificationMultilabel

type TextClassificationMultilabel struct {
	FeaturizationSettings *FeaturizationSettings                  `json:"featurizationSettings,omitempty"`
	LimitSettings         *NlpVerticalLimitSettings               `json:"limitSettings,omitempty"`
	PrimaryMetric         *ClassificationMultilabelPrimaryMetrics `json:"primaryMetric,omitempty"`
	ValidationData        JobInput                                `json:"validationData"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (TextClassificationMultilabel) MarshalJSON

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

func (*TextClassificationMultilabel) UnmarshalJSON

func (s *TextClassificationMultilabel) UnmarshalJSON(bytes []byte) error

type TextNer

type TextNer struct {
	FeaturizationSettings *FeaturizationSettings        `json:"featurizationSettings,omitempty"`
	LimitSettings         *NlpVerticalLimitSettings     `json:"limitSettings,omitempty"`
	PrimaryMetric         *ClassificationPrimaryMetrics `json:"primaryMetric,omitempty"`
	ValidationData        JobInput                      `json:"validationData"`

	// Fields inherited from AutoMLVertical
	LogVerbosity     *LogVerbosity `json:"logVerbosity,omitempty"`
	TargetColumnName *string       `json:"targetColumnName,omitempty"`
	TrainingData     JobInput      `json:"trainingData"`
}

func (TextNer) MarshalJSON

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

func (*TextNer) UnmarshalJSON

func (s *TextNer) UnmarshalJSON(bytes []byte) error

type TrialComponent

type TrialComponent struct {
	CodeId               *string                   `json:"codeId,omitempty"`
	Command              string                    `json:"command"`
	Distribution         DistributionConfiguration `json:"distribution"`
	EnvironmentId        string                    `json:"environmentId"`
	EnvironmentVariables *map[string]string        `json:"environmentVariables,omitempty"`
	Resources            *JobResourceConfiguration `json:"resources,omitempty"`
}

func (*TrialComponent) UnmarshalJSON

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

type TritonModelJobInput

type TritonModelJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (TritonModelJobInput) MarshalJSON

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

type TritonModelJobOutput

type TritonModelJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (TritonModelJobOutput) MarshalJSON

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

type TruncationSelectionPolicy

type TruncationSelectionPolicy struct {
	TruncationPercentage *int64 `json:"truncationPercentage,omitempty"`

	// Fields inherited from EarlyTerminationPolicy
	DelayEvaluation    *int64 `json:"delayEvaluation,omitempty"`
	EvaluationInterval *int64 `json:"evaluationInterval,omitempty"`
}

func (TruncationSelectionPolicy) MarshalJSON

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

type UriFileJobInput

type UriFileJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (UriFileJobInput) MarshalJSON

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

type UriFileJobOutput

type UriFileJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (UriFileJobOutput) MarshalJSON

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

type UriFolderJobInput

type UriFolderJobInput struct {
	Mode *InputDeliveryMode `json:"mode,omitempty"`
	Uri  string             `json:"uri"`

	// Fields inherited from JobInput
	Description *string `json:"description,omitempty"`
}

func (UriFolderJobInput) MarshalJSON

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

type UriFolderJobOutput

type UriFolderJobOutput struct {
	Mode *OutputDeliveryMode `json:"mode,omitempty"`
	Uri  *string             `json:"uri,omitempty"`

	// Fields inherited from JobOutput
	Description *string `json:"description,omitempty"`
}

func (UriFolderJobOutput) MarshalJSON

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

type UseStl

type UseStl string
const (
	UseStlNone        UseStl = "None"
	UseStlSeason      UseStl = "Season"
	UseStlSeasonTrend UseStl = "SeasonTrend"
)

type UserIdentity

type UserIdentity struct {
}

func (UserIdentity) MarshalJSON

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

type ValidationMetricType

type ValidationMetricType string
const (
	ValidationMetricTypeCoco    ValidationMetricType = "Coco"
	ValidationMetricTypeCocoVoc ValidationMetricType = "CocoVoc"
	ValidationMetricTypeNone    ValidationMetricType = "None"
	ValidationMetricTypeVoc     ValidationMetricType = "Voc"
)

type WorkspaceId

type WorkspaceId struct {
	SubscriptionId    string
	ResourceGroupName string
	WorkspaceName     string
}

WorkspaceId is a struct representing the Resource ID for a Workspace

func NewWorkspaceID

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

NewWorkspaceID returns a new WorkspaceId struct

func ParseWorkspaceID

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

ParseWorkspaceID parses 'input' into a WorkspaceId

func ParseWorkspaceIDInsensitively

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

ParseWorkspaceIDInsensitively parses 'input' case-insensitively into a WorkspaceId note: this method should only be used for API response data and not user input

func (WorkspaceId) ID

func (id WorkspaceId) ID() string

ID returns the formatted Workspace ID

func (WorkspaceId) Segments

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

Segments returns a slice of Resource ID Segments which comprise this Workspace ID

func (WorkspaceId) String

func (id WorkspaceId) String() string

String returns a human-readable description of this Workspace ID

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