API version change log for deployment of Microsoft.MachineLearningServices/workspaces/schedules

This article describes the properties that changed in each API version for microsoft.machinelearningservices/workspaces/schedules. It only covers properties that are available during deployments.

2024-10-01

Removed:

• AzureOpenAiFineTuning
• AzureOpenAiHyperParameters
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• JobResources

Updated:

• CustomModelJobOutput: Removed property 'assetName'
• JobResourceConfiguration: Removed property 'dockerArgsList'
• MLFlowModelJobOutput: Removed property 'assetName'
• MLTableJobOutput: Removed property 'assetName'
• TritonModelJobOutput: Removed property 'assetName'
• UriFileJobOutput: Removed property 'assetName'
• UriFolderJobOutput: Removed property 'assetName'

2024-10-01-preview

Updated:

• CustomModelJobOutput: Added property 'assetName'
• JobResourceConfiguration: Added property 'dockerArgsList'
• MLFlowModelJobOutput: Added property 'assetName'
• MLTableJobOutput: Added property 'assetName'
• TritonModelJobOutput: Added property 'assetName'
• UriFileJobOutput: Added property 'assetName'
• UriFolderJobOutput: Added property 'assetName'

2024-07-01-preview

Added:

• AzureOpenAiFineTuning
• AzureOpenAiHyperParameters
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• JobResources

2024-04-01

Removed:

• AutoDeleteSetting
• AutologgerSettings
• AzureOpenAiFineTuning
• AzureOpenAiHyperParameters
• ClassificationModelPerformanceMetricThreshold
• ComponentConfiguration
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataImport
• DataImportSource
• FileSystemSource
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• GenerationSafetyQualityMetricThreshold
• GenerationSafetyQualityMonitoringSignal
• GenerationTokenUsageMetricThreshold
• GenerationTokenUsageSignal
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignal
• MonitoringDataSegment
• MonitoringWorkspaceConnection
• MonitoringWorkspaceConnectionEnvironmentVariables
• MonitoringWorkspaceConnectionSecrets
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings

Updated:

• Classification: Removed property 'fixedParameters'
• Classification: Removed property 'searchSpace'
• Classification: Removed property 'sweepSettings'
• ClassificationTrainingSettings: Removed property 'trainingMode'
• CommandJob: Removed property 'autologgerSettings'
• CustomModelJobInput: Removed property 'pathOnCompute'
• CustomModelJobOutput: Removed property 'assetName'
• CustomModelJobOutput: Removed property 'assetVersion'
• CustomModelJobOutput: Removed property 'autoDeleteSetting'
• CustomModelJobOutput: Removed property 'pathOnCompute'
• CustomMonitoringSignal: Removed property 'workspaceConnection'
• DataDriftMonitoringSignal: Removed property 'dataSegment'
• Forecasting: Removed property 'fixedParameters'
• Forecasting: Removed property 'searchSpace'
• Forecasting: Removed property 'sweepSettings'
• ForecastingSettings: Removed property 'featuresUnknownAtForecastTime'
• ForecastingTrainingSettings: Removed property 'trainingMode'
• ImageModelSettingsObjectDetection: Removed property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Removed property 'logValidationLoss'
• JobBaseProperties: Removed property ''
• JobResourceConfiguration: Removed property 'locations'
• JobResourceConfiguration: Removed property 'maxInstanceCount'
• MLFlowModelJobInput: Removed property 'pathOnCompute'
• MLFlowModelJobOutput: Removed property 'assetName'
• MLFlowModelJobOutput: Removed property 'assetVersion'
• MLFlowModelJobOutput: Removed property 'autoDeleteSetting'
• MLFlowModelJobOutput: Removed property 'pathOnCompute'
• MLTableJobInput: Removed property 'pathOnCompute'
• MLTableJobOutput: Removed property 'assetName'
• MLTableJobOutput: Removed property 'assetVersion'
• MLTableJobOutput: Removed property 'autoDeleteSetting'
• MLTableJobOutput: Removed property 'pathOnCompute'
• NlpVerticalLimitSettings: Removed property 'maxNodes'
• NlpVerticalLimitSettings: Removed property 'trialTimeout'
• QueueSettings: Removed property 'priority'
• RandomSamplingAlgorithm: Removed property 'logbase'
• Regression: Removed property 'fixedParameters'
• Regression: Removed property 'searchSpace'
• Regression: Removed property 'sweepSettings'
• RegressionTrainingSettings: Removed property 'trainingMode'
• SweepJob: Removed property 'componentConfiguration'
• SweepJob: Removed property 'resources'
• TableVerticalLimitSettings: Removed property 'maxNodes'
• TableVerticalLimitSettings: Removed property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Removed property 'sweepTrials'
• TextClassification: Removed property 'fixedParameters'
• TextClassification: Removed property 'searchSpace'
• TextClassification: Removed property 'sweepSettings'
• TextClassificationMultilabel: Removed property 'fixedParameters'
• TextClassificationMultilabel: Removed property 'searchSpace'
• TextClassificationMultilabel: Removed property 'sweepSettings'
• TextNer: Removed property 'fixedParameters'
• TextNer: Removed property 'searchSpace'
• TextNer: Removed property 'sweepSettings'
• TritonModelJobInput: Removed property 'pathOnCompute'
• TritonModelJobOutput: Removed property 'assetName'
• TritonModelJobOutput: Removed property 'assetVersion'
• TritonModelJobOutput: Removed property 'autoDeleteSetting'
• TritonModelJobOutput: Removed property 'pathOnCompute'
• UriFileJobInput: Removed property 'pathOnCompute'
• UriFileJobOutput: Removed property 'assetName'
• UriFileJobOutput: Removed property 'assetVersion'
• UriFileJobOutput: Removed property 'autoDeleteSetting'
• UriFileJobOutput: Removed property 'pathOnCompute'
• UriFolderJobInput: Removed property 'pathOnCompute'
• UriFolderJobOutput: Removed property 'assetName'
• UriFolderJobOutput: Removed property 'assetVersion'
• UriFolderJobOutput: Removed property 'autoDeleteSetting'
• UriFolderJobOutput: Removed property 'pathOnCompute'

2024-04-01-preview

No properties added, updated or removed.

2024-01-01-preview

Added:

• AutoDeleteSetting
• AutologgerSettings
• AzureDevOpsWebhook
• AzureOpenAiFineTuning
• AzureOpenAiHyperParameters
• ClassificationModelPerformanceMetricThreshold
• ComponentConfiguration
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataImport
• DataImportSource
• FileSystemSource
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• GenerationSafetyQualityMetricThreshold
• GenerationSafetyQualityMonitoringSignal
• GenerationTokenUsageMetricThreshold
• GenerationTokenUsageSignal
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignal
• MonitoringDataSegment
• MonitoringWorkspaceConnection
• MonitoringWorkspaceConnectionEnvironmentVariables
• MonitoringWorkspaceConnectionSecrets
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobEnvironmentVariables
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• Webhook

Updated:

• Classification: Added property 'fixedParameters'
• Classification: Added property 'searchSpace'
• Classification: Added property 'sweepSettings'
• ClassificationTrainingSettings: Added property 'trainingMode'
• CommandJob: Added property 'autologgerSettings'
• CustomModelJobInput: Added property 'pathOnCompute'
• CustomModelJobOutput: Added property 'assetName'
• CustomModelJobOutput: Added property 'assetVersion'
• CustomModelJobOutput: Added property 'autoDeleteSetting'
• CustomModelJobOutput: Added property 'pathOnCompute'
• CustomMonitoringSignal: Added property 'workspaceConnection'
• DataDriftMonitoringSignal: Added property 'dataSegment'
• Forecasting: Added property 'fixedParameters'
• Forecasting: Added property 'searchSpace'
• Forecasting: Added property 'sweepSettings'
• ForecastingSettings: Added property 'featuresUnknownAtForecastTime'
• ForecastingTrainingSettings: Added property 'trainingMode'
• ImageModelSettingsObjectDetection: Added property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Added property 'logValidationLoss'
• JobBaseProperties: Added property 'notificationSetting'
• JobBaseProperties: Added property 'secretsConfiguration'
• JobResourceConfiguration: Added property 'locations'
• JobResourceConfiguration: Added property 'maxInstanceCount'
• MLFlowModelJobInput: Added property 'pathOnCompute'
• MLFlowModelJobOutput: Added property 'assetName'
• MLFlowModelJobOutput: Added property 'assetVersion'
• MLFlowModelJobOutput: Added property 'autoDeleteSetting'
• MLFlowModelJobOutput: Added property 'pathOnCompute'
• MLTableJobInput: Added property 'pathOnCompute'
• MLTableJobOutput: Added property 'assetName'
• MLTableJobOutput: Added property 'assetVersion'
• MLTableJobOutput: Added property 'autoDeleteSetting'
• MLTableJobOutput: Added property 'pathOnCompute'
• NlpVerticalLimitSettings: Added property 'maxNodes'
• NlpVerticalLimitSettings: Added property 'trialTimeout'
• QueueSettings: Added property 'priority'
• RandomSamplingAlgorithm: Added property 'logbase'
• Regression: Added property 'fixedParameters'
• Regression: Added property 'searchSpace'
• Regression: Added property 'sweepSettings'
• RegressionTrainingSettings: Added property 'trainingMode'
• SweepJob: Added property 'componentConfiguration'
• SweepJob: Added property 'resources'
• TableVerticalLimitSettings: Added property 'maxNodes'
• TableVerticalLimitSettings: Added property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Added property 'sweepTrials'
• TextClassification: Added property 'fixedParameters'
• TextClassification: Added property 'searchSpace'
• TextClassification: Added property 'sweepSettings'
• TextClassificationMultilabel: Added property 'fixedParameters'
• TextClassificationMultilabel: Added property 'searchSpace'
• TextClassificationMultilabel: Added property 'sweepSettings'
• TextNer: Added property 'fixedParameters'
• TextNer: Added property 'searchSpace'
• TextNer: Added property 'sweepSettings'
• TritonModelJobInput: Added property 'pathOnCompute'
• TritonModelJobOutput: Added property 'assetName'
• TritonModelJobOutput: Added property 'assetVersion'
• TritonModelJobOutput: Added property 'autoDeleteSetting'
• TritonModelJobOutput: Added property 'pathOnCompute'
• UriFileJobInput: Added property 'pathOnCompute'
• UriFileJobOutput: Added property 'assetName'
• UriFileJobOutput: Added property 'assetVersion'
• UriFileJobOutput: Added property 'autoDeleteSetting'
• UriFileJobOutput: Added property 'pathOnCompute'
• UriFolderJobInput: Added property 'pathOnCompute'
• UriFolderJobOutput: Added property 'assetName'
• UriFolderJobOutput: Added property 'assetVersion'
• UriFolderJobOutput: Added property 'autoDeleteSetting'
• UriFolderJobOutput: Added property 'pathOnCompute'

2023-10-01

Removed:

• AutoDeleteSetting
• AutologgerSettings
• AzureDevOpsWebhook
• ClassificationModelPerformanceMetricThreshold
• ComponentConfiguration
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataImport
• DataImportSource
• FileSystemSource
• GenerationSafetyQualityMetricThreshold
• GenerationSafetyQualityMonitoringSignal
• GenerationTokenUsageMetricThreshold
• GenerationTokenUsageSignal
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignal
• MonitoringDataSegment
• MonitoringWorkspaceConnection
• MonitoringWorkspaceConnectionEnvironmentVariables
• MonitoringWorkspaceConnectionSecrets
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobEnvironmentVariables
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• Webhook

Updated:

• Classification: Removed property 'fixedParameters'
• Classification: Removed property 'searchSpace'
• Classification: Removed property 'sweepSettings'
• ClassificationTrainingSettings: Removed property 'trainingMode'
• CommandJob: Removed property 'autologgerSettings'
• CustomModelJobOutput: Removed property 'assetName'
• CustomModelJobOutput: Removed property 'assetVersion'
• CustomModelJobOutput: Removed property 'autoDeleteSetting'
• CustomMonitoringSignal: Removed property 'workspaceConnection'
• DataDriftMonitoringSignal: Removed property 'dataSegment'
• Forecasting: Removed property 'fixedParameters'
• Forecasting: Removed property 'searchSpace'
• Forecasting: Removed property 'sweepSettings'
• ForecastingSettings: Removed property 'featuresUnknownAtForecastTime'
• ForecastingTrainingSettings: Removed property 'trainingMode'
• ImageModelSettingsObjectDetection: Removed property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Removed property 'logValidationLoss'
• JobBaseProperties: Removed property ''
• JobBaseProperties: Removed property ''
• JobResourceConfiguration: Removed property 'locations'
• JobResourceConfiguration: Removed property 'maxInstanceCount'
• MLFlowModelJobOutput: Removed property 'assetName'
• MLFlowModelJobOutput: Removed property 'assetVersion'
• MLFlowModelJobOutput: Removed property 'autoDeleteSetting'
• MLTableJobOutput: Removed property 'assetName'
• MLTableJobOutput: Removed property 'assetVersion'
• MLTableJobOutput: Removed property 'autoDeleteSetting'
• NlpVerticalLimitSettings: Removed property 'maxNodes'
• NlpVerticalLimitSettings: Removed property 'trialTimeout'
• QueueSettings: Removed property 'priority'
• RandomSamplingAlgorithm: Removed property 'logbase'
• Regression: Removed property 'fixedParameters'
• Regression: Removed property 'searchSpace'
• Regression: Removed property 'sweepSettings'
• RegressionTrainingSettings: Removed property 'trainingMode'
• SweepJob: Removed property 'componentConfiguration'
• SweepJob: Removed property 'resources'
• TableVerticalLimitSettings: Removed property 'maxNodes'
• TableVerticalLimitSettings: Removed property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Removed property 'sweepTrials'
• TextClassification: Removed property 'fixedParameters'
• TextClassification: Removed property 'searchSpace'
• TextClassification: Removed property 'sweepSettings'
• TextClassificationMultilabel: Removed property 'fixedParameters'
• TextClassificationMultilabel: Removed property 'searchSpace'
• TextClassificationMultilabel: Removed property 'sweepSettings'
• TextNer: Removed property 'fixedParameters'
• TextNer: Removed property 'searchSpace'
• TextNer: Removed property 'sweepSettings'
• TritonModelJobOutput: Removed property 'assetName'
• TritonModelJobOutput: Removed property 'assetVersion'
• TritonModelJobOutput: Removed property 'autoDeleteSetting'
• UriFileJobOutput: Removed property 'assetName'
• UriFileJobOutput: Removed property 'assetVersion'
• UriFileJobOutput: Removed property 'autoDeleteSetting'
• UriFolderJobOutput: Removed property 'assetName'
• UriFolderJobOutput: Removed property 'assetVersion'
• UriFolderJobOutput: Removed property 'autoDeleteSetting'

2023-08-01-preview

Added:

• ComponentConfiguration
• FeatureAttributionDriftMonitoringSignalFeatureDataTypeOverride
• FeatureImportanceSettings
• GenerationTokenUsageMetricThreshold
• GenerationTokenUsageSignal
• MonitorEmailNotificationSettings
• MonitorNotificationSettings
• PredictionDriftMonitoringSignalFeatureDataTypeOverride
• RollingInputData
• SparkJobEnvironmentVariables

Removed:

• AzMonMonitoringAlertNotificationSettings
• EmailMonitoringAlertNotificationSettings
• GenerationTokenStatisticsMetricThreshold
• GenerationTokenStatisticsSignal
• MonitoringAlertNotificationSettingsBase
• TrailingInputData

Updated:

• DataDriftMonitoringSignal: Added property 'featureImportanceSettings'
• DataQualityMonitoringSignal: Added property 'featureImportanceSettings'
• FeatureAttributionDriftMonitoringSignal: Added property 'featureDataTypeOverride'
• FeatureAttributionDriftMonitoringSignal: Added property 'featureImportanceSettings'
• MonitorDefinition: Added property 'alertNotificationSettings'
• MonitorDefinition: Removed property 'alertNotificationSetting'
• MonitoringSignalBase: Added property 'notificationTypes'
• MonitoringSignalBase: Removed property ''
• PredictionDriftMonitoringSignal: Added property 'featureDataTypeOverride'
• PredictionDriftMonitoringSignal: Removed property 'modelType'
• SparkJob: Added property 'environmentVariables'
• SweepJob: Added property 'componentConfiguration'
• SweepJob: Added property 'resources'

2023-06-01-preview

Added:

• AllFeatures
• AmlTokenComputeIdentity
• AutoDeleteSetting
• AutologgerSettings
• AzMonMonitoringAlertNotificationSettings
• AzureDevOpsWebhook
• ClassificationModelPerformanceMetricThreshold
• CreateMonitorAction
• CustomMetricThreshold
• CustomMonitoringSignal
• CustomMonitoringSignalInputAssets
• CustomMonitoringSignalInputs
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataDriftMetricThresholdBase
• DataDriftMonitoringSignal
• DataDriftMonitoringSignalFeatureDataTypeOverride
• DataImport
• DataImportSource
• DataQualityMetricThresholdBase
• DataQualityMonitoringSignal
• DataQualityMonitoringSignalFeatureDataTypeOverride
• EmailMonitoringAlertNotificationSettings
• FeatureAttributionDriftMonitoringSignal
• FeatureAttributionMetricThreshold
• FeatureSubset
• FileSystemSource
• FixedInputData
• GenerationSafetyQualityMetricThreshold
• GenerationSafetyQualityMonitoringSignal
• GenerationTokenStatisticsMetricThreshold
• GenerationTokenStatisticsSignal
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• ManagedComputeIdentity
• ManagedServiceIdentity
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignal
• MonitorComputeConfigurationBase
• MonitorComputeIdentityBase
• MonitorDefinition
• MonitorDefinitionSignals
• MonitoringAlertNotificationSettingsBase
• MonitoringDataSegment
• MonitoringFeatureFilterBase
• MonitoringInputDataBase
• MonitoringInputDataBaseColumns
• MonitoringSignalBase
• MonitoringSignalBaseProperties
• MonitoringTarget
• MonitoringThreshold
• MonitoringWorkspaceConnection
• MonitoringWorkspaceConnectionEnvironmentVariables
• MonitoringWorkspaceConnectionSecrets
• MonitorServerlessSparkCompute
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• PredictionDriftMetricThresholdBase
• PredictionDriftMonitoringSignal
• QueueSettings
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• StaticInputData
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• TopNFeaturesByAttribution
• TrailingInputData
• UserAssignedIdentities
• UserAssignedIdentity
• Webhook

Updated:

• AutoMLJob: Added property 'queueSettings'
• Classification: Added property 'fixedParameters'
• Classification: Added property 'searchSpace'
• Classification: Added property 'sweepSettings'
• ClassificationTrainingSettings: Added property 'trainingMode'
• CommandJob: Added property 'autologgerSettings'
• CommandJob: Added property 'queueSettings'
• CustomModelJobOutput: Added property 'assetName'
• CustomModelJobOutput: Added property 'assetVersion'
• CustomModelJobOutput: Added property 'autoDeleteSetting'
• Forecasting: Added property 'fixedParameters'
• Forecasting: Added property 'searchSpace'
• Forecasting: Added property 'sweepSettings'
• ForecastingSettings: Added property 'featuresUnknownAtForecastTime'
• ForecastingTrainingSettings: Added property 'trainingMode'
• ImageModelSettingsObjectDetection: Added property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Added property 'logValidationLoss'
• JobBaseProperties: Added property 'notificationSetting'
• JobBaseProperties: Added property 'secretsConfiguration'
• JobResourceConfiguration: Added property 'locations'
• JobResourceConfiguration: Added property 'maxInstanceCount'
• MLFlowModelJobOutput: Added property 'assetName'
• MLFlowModelJobOutput: Added property 'assetVersion'
• MLFlowModelJobOutput: Added property 'autoDeleteSetting'
• MLTableJobOutput: Added property 'assetName'
• MLTableJobOutput: Added property 'assetVersion'
• MLTableJobOutput: Added property 'autoDeleteSetting'
• NlpVerticalLimitSettings: Added property 'maxNodes'
• NlpVerticalLimitSettings: Added property 'trialTimeout'
• RandomSamplingAlgorithm: Added property 'logbase'
• Regression: Added property 'fixedParameters'
• Regression: Added property 'searchSpace'
• Regression: Added property 'sweepSettings'
• RegressionTrainingSettings: Added property 'trainingMode'
• SweepJob: Added property 'queueSettings'
• TableVerticalLimitSettings: Added property 'maxNodes'
• TableVerticalLimitSettings: Added property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Added property 'sweepTrials'
• TextClassification: Added property 'fixedParameters'
• TextClassification: Added property 'searchSpace'
• TextClassification: Added property 'sweepSettings'
• TextClassificationMultilabel: Added property 'fixedParameters'
• TextClassificationMultilabel: Added property 'searchSpace'
• TextClassificationMultilabel: Added property 'sweepSettings'
• TextNer: Added property 'fixedParameters'
• TextNer: Added property 'searchSpace'
• TextNer: Added property 'sweepSettings'
• TritonModelJobOutput: Added property 'assetName'
• TritonModelJobOutput: Added property 'assetVersion'
• TritonModelJobOutput: Added property 'autoDeleteSetting'
• UriFileJobOutput: Added property 'assetName'
• UriFileJobOutput: Added property 'assetVersion'
• UriFileJobOutput: Added property 'autoDeleteSetting'
• UriFolderJobOutput: Added property 'assetName'
• UriFolderJobOutput: Added property 'assetVersion'
• UriFolderJobOutput: Added property 'autoDeleteSetting'

2023-04-01

Removed:

• AllFeatures
• AutoDeleteSetting
• AutologgerSettings
• AzMonMonitoringAlertNotificationSettings
• AzureDevOpsWebhook
• ClassificationModelPerformanceMetricThreshold
• CreateMonitorAction
• CustomMetricThreshold
• CustomMonitoringSignal
• CustomMonitoringSignalInputAssets
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataDriftMetricThresholdBase
• DataDriftMonitoringSignal
• DataImport
• DataImportSource
• DataQualityMetricThresholdBase
• DataQualityMonitoringSignal
• EmailMonitoringAlertNotificationSettings
• FeatureAttributionDriftMonitoringSignal
• FeatureAttributionMetricThreshold
• FeatureSubset
• FileSystemSource
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignalBase
• MonitorDefinition
• MonitorDefinitionSignals
• MonitoringAlertNotificationSettingsBase
• MonitoringDataSegment
• MonitoringFeatureFilterBase
• MonitoringInputData
• MonitoringSignalBase
• MonitoringThreshold
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• PredictionDriftMetricThresholdBase
• PredictionDriftMonitoringSignal
• QueueSettings
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• TopNFeaturesByAttribution
• Webhook

Updated:

• AutoMLJob: Removed property 'queueSettings'
• Classification: Removed property 'fixedParameters'
• Classification: Removed property 'searchSpace'
• Classification: Removed property 'sweepSettings'
• ClassificationTrainingSettings: Removed property 'trainingMode'
• CommandJob: Removed property 'autologgerSettings'
• CommandJob: Removed property 'queueSettings'
• CustomModelJobOutput: Removed property 'assetName'
• CustomModelJobOutput: Removed property 'assetVersion'
• CustomModelJobOutput: Removed property 'autoDeleteSetting'
• Forecasting: Removed property 'fixedParameters'
• Forecasting: Removed property 'searchSpace'
• Forecasting: Removed property 'sweepSettings'
• ForecastingSettings: Removed property 'featuresUnknownAtForecastTime'
• ForecastingTrainingSettings: Removed property 'trainingMode'
• ImageModelSettingsObjectDetection: Removed property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Removed property 'logValidationLoss'
• JobBaseProperties: Removed property ''
• JobBaseProperties: Removed property ''
• JobResourceConfiguration: Removed property 'locations'
• JobResourceConfiguration: Removed property 'maxInstanceCount'
• MLFlowModelJobOutput: Removed property 'assetName'
• MLFlowModelJobOutput: Removed property 'assetVersion'
• MLFlowModelJobOutput: Removed property 'autoDeleteSetting'
• MLTableJobOutput: Removed property 'assetName'
• MLTableJobOutput: Removed property 'assetVersion'
• MLTableJobOutput: Removed property 'autoDeleteSetting'
• NlpVerticalLimitSettings: Removed property 'maxNodes'
• NlpVerticalLimitSettings: Removed property 'trialTimeout'
• RandomSamplingAlgorithm: Removed property 'logbase'
• Regression: Removed property 'fixedParameters'
• Regression: Removed property 'searchSpace'
• Regression: Removed property 'sweepSettings'
• RegressionTrainingSettings: Removed property 'trainingMode'
• SweepJob: Removed property 'queueSettings'
• TableVerticalLimitSettings: Removed property 'maxNodes'
• TableVerticalLimitSettings: Removed property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Removed property 'sweepTrials'
• TextClassification: Removed property 'fixedParameters'
• TextClassification: Removed property 'searchSpace'
• TextClassification: Removed property 'sweepSettings'
• TextClassificationMultilabel: Removed property 'fixedParameters'
• TextClassificationMultilabel: Removed property 'searchSpace'
• TextClassificationMultilabel: Removed property 'sweepSettings'
• TextNer: Removed property 'fixedParameters'
• TextNer: Removed property 'searchSpace'
• TextNer: Removed property 'sweepSettings'
• TritonModelJobOutput: Removed property 'assetName'
• TritonModelJobOutput: Removed property 'assetVersion'
• TritonModelJobOutput: Removed property 'autoDeleteSetting'
• UriFileJobOutput: Removed property 'assetName'
• UriFileJobOutput: Removed property 'assetVersion'
• UriFileJobOutput: Removed property 'autoDeleteSetting'
• UriFolderJobOutput: Removed property 'assetName'
• UriFolderJobOutput: Removed property 'assetVersion'
• UriFolderJobOutput: Removed property 'autoDeleteSetting'

2023-04-01-preview

Added:

• AllFeatures
• AutoDeleteSetting
• AzMonMonitoringAlertNotificationSettings
• AzureDevOpsWebhook
• ClassificationModelPerformanceMetricThreshold
• CreateMonitorAction
• CustomMetricThreshold
• CustomMonitoringSignal
• CustomMonitoringSignalInputAssets
• DatabaseSource
• DatabaseSourceStoredProcedureParamsItem
• DataDriftMetricThresholdBase
• DataDriftMonitoringSignal
• DataImport
• DataImportSource
• DataQualityMetricThresholdBase
• DataQualityMonitoringSignal
• EmailMonitoringAlertNotificationSettings
• FeatureAttributionDriftMonitoringSignal
• FeatureAttributionMetricThreshold
• FeatureSubset
• FileSystemSource
• ImportDataAction
• IntellectualProperty
• JobBaseSecretsConfiguration
• ModelPerformanceMetricThresholdBase
• ModelPerformanceSignalBase
• MonitorDefinition
• MonitorDefinitionSignals
• MonitoringAlertNotificationSettingsBase
• MonitoringDataSegment
• MonitoringFeatureFilterBase
• MonitoringInputData
• MonitoringSignalBase
• MonitoringThreshold
• NotificationSettingWebhooks
• PredictionDriftMetricThresholdBase
• PredictionDriftMonitoringSignal
• Ray
• RegressionModelPerformanceMetricThreshold
• SecretConfiguration
• TopNFeaturesByAttribution
• Webhook

Updated:

• CustomModelJobOutput: Added property 'autoDeleteSetting'
• ForecastingSettings: Added property 'featuresUnknownAtForecastTime'
• ImageModelSettingsObjectDetection: Added property 'logTrainingMetrics'
• ImageModelSettingsObjectDetection: Added property 'logValidationLoss'
• JobBaseProperties: Added property 'secretsConfiguration'
• JobResourceConfiguration: Added property 'maxInstanceCount'
• MLFlowModelJobOutput: Added property 'autoDeleteSetting'
• MLTableJobOutput: Added property 'autoDeleteSetting'
• NotificationSetting: Added property 'webhooks'
• TritonModelJobOutput: Added property 'autoDeleteSetting'
• UriFileJobOutput: Added property 'autoDeleteSetting'
• UriFolderJobOutput: Added property 'autoDeleteSetting'

2023-02-01-preview

Added:

• NotificationSetting
• QueueSettings

Updated:

• AutoMLJob: Added property 'queueSettings'
• CommandJob: Added property 'queueSettings'
• JobBaseProperties: Added property 'notificationSetting'
• JobResourceConfiguration: Added property 'locations'
• SparkJob: Added property 'queueSettings'
• SweepJob: Added property 'queueSettings'

2022-12-01-preview

Added:

• AllNodes
• AutologgerSettings
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• Nodes
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings

Updated:

• Classification: Added property 'fixedParameters'
• Classification: Added property 'searchSpace'
• Classification: Added property 'sweepSettings'
• ClassificationTrainingSettings: Added property 'trainingMode'
• CommandJob: Added property 'autologgerSettings'
• CustomModelJobOutput: Added property 'assetName'
• CustomModelJobOutput: Added property 'assetVersion'
• Forecasting: Added property 'fixedParameters'
• Forecasting: Added property 'searchSpace'
• Forecasting: Added property 'sweepSettings'
• ForecastingTrainingSettings: Added property 'trainingMode'
• JobService: Added property 'nodes'
• MLFlowModelJobOutput: Added property 'assetName'
• MLFlowModelJobOutput: Added property 'assetVersion'
• MLTableJobOutput: Added property 'assetName'
• MLTableJobOutput: Added property 'assetVersion'
• NlpVerticalLimitSettings: Added property 'maxNodes'
• NlpVerticalLimitSettings: Added property 'trialTimeout'
• RandomSamplingAlgorithm: Added property 'logbase'
• Regression: Added property 'fixedParameters'
• Regression: Added property 'searchSpace'
• Regression: Added property 'sweepSettings'
• RegressionTrainingSettings: Added property 'trainingMode'
• TableVerticalLimitSettings: Added property 'maxNodes'
• TableVerticalLimitSettings: Added property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Added property 'sweepTrials'
• TextClassification: Added property 'fixedParameters'
• TextClassification: Added property 'searchSpace'
• TextClassification: Added property 'sweepSettings'
• TextClassificationMultilabel: Added property 'fixedParameters'
• TextClassificationMultilabel: Added property 'searchSpace'
• TextClassificationMultilabel: Added property 'sweepSettings'
• TextNer: Added property 'fixedParameters'
• TextNer: Added property 'searchSpace'
• TextNer: Added property 'sweepSettings'
• TritonModelJobOutput: Added property 'assetName'
• TritonModelJobOutput: Added property 'assetVersion'
• UriFileJobOutput: Added property 'assetName'
• UriFileJobOutput: Added property 'assetVersion'
• UriFolderJobOutput: Added property 'assetName'
• UriFolderJobOutput: Added property 'assetVersion'

2022-10-01

Removed:

• AllNodes
• AutologgerSettings
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• Nodes
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings

Updated:

• Classification: Removed property 'fixedParameters'
• Classification: Removed property 'searchSpace'
• Classification: Removed property 'sweepSettings'
• CommandJob: Removed property 'autologgerSettings'
• Forecasting: Removed property 'fixedParameters'
• Forecasting: Removed property 'searchSpace'
• Forecasting: Removed property 'sweepSettings'
• JobService: Removed property 'nodes'
• NlpVerticalLimitSettings: Removed property 'maxNodes'
• NlpVerticalLimitSettings: Removed property 'trialTimeout'
• Regression: Removed property 'fixedParameters'
• Regression: Removed property 'searchSpace'
• Regression: Removed property 'sweepSettings'
• TableVerticalLimitSettings: Removed property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Removed property 'sweepTrials'
• TextClassification: Removed property 'fixedParameters'
• TextClassification: Removed property 'searchSpace'
• TextClassification: Removed property 'sweepSettings'
• TextClassificationMultilabel: Removed property 'fixedParameters'
• TextClassificationMultilabel: Removed property 'searchSpace'
• TextClassificationMultilabel: Removed property 'sweepSettings'
• TextNer: Removed property 'fixedParameters'
• TextNer: Removed property 'searchSpace'
• TextNer: Removed property 'sweepSettings'

2022-10-01-preview

Added:

• AllNodes
• AutologgerSettings
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• Nodes
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings

Removed:

• ImageSweepLimitSettings

Updated:

• Classification: Added property 'fixedParameters'
• Classification: Added property 'searchSpace'
• Classification: Added property 'sweepSettings'
• CommandJob: Added property 'autologgerSettings'
• Forecasting: Added property 'fixedParameters'
• Forecasting: Added property 'searchSpace'
• Forecasting: Added property 'sweepSettings'
• ImageSweepSettings: Removed property 'limits'
• JobService: Added property 'nodes'
• NlpVerticalLimitSettings: Added property 'maxNodes'
• NlpVerticalLimitSettings: Added property 'trialTimeout'
• RecurrenceSchedule: Added property 'monthDays'
• Regression: Added property 'fixedParameters'
• Regression: Added property 'searchSpace'
• Regression: Added property 'sweepSettings'
• TableVerticalLimitSettings: Added property 'sweepConcurrentTrials'
• TableVerticalLimitSettings: Added property 'sweepTrials'
• TextClassification: Added property 'fixedParameters'
• TextClassification: Added property 'searchSpace'
• TextClassification: Added property 'sweepSettings'
• TextClassificationMultilabel: Added property 'fixedParameters'
• TextClassificationMultilabel: Added property 'searchSpace'
• TextClassificationMultilabel: Added property 'sweepSettings'
• TextNer: Added property 'fixedParameters'
• TextNer: Added property 'searchSpace'
• TextNer: Added property 'sweepSettings'

2022-06-01-preview

Oldest version tracked in change log