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

This article describes the properties that changed in each API version for microsoft.machinelearningservices/workspaces/jobs. 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
• ComponentConfiguration
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• Ray
• 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'
• 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
• ComponentConfiguration
• CustomModelFineTuning
• CustomModelFineTuningHyperParameters
• FineTuningJob
• FineTuningJobOutputs
• FineTuningVertical
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• Ray
• 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'
• 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
• ComponentConfiguration
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• Ray
• 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'
• 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
• SparkJobEnvironmentVariables

Updated:

• SparkJob: Added property 'environmentVariables'
• SweepJob: Added property 'componentConfiguration'
• SweepJob: Added property 'resources'

2023-06-01-preview

Added:

• AutoDeleteSetting
• AutologgerSettings
• AzureDevOpsWebhook
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• QueueSettings
• Ray
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• 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:

• AutoDeleteSetting
• AutologgerSettings
• AzureDevOpsWebhook
• JobBaseSecretsConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NlpFixedParameters
• NlpParameterSubspace
• NlpSweepSettings
• NotificationSetting
• NotificationSettingWebhooks
• QueueSettings
• Ray
• SecretConfiguration
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• TableFixedParameters
• TableParameterSubspace
• TableSweepSettings
• 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:

• AutoDeleteSetting
• AzureDevOpsWebhook
• JobBaseSecretsConfiguration
• NotificationSettingWebhooks
• Ray
• SecretConfiguration
• 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'
• 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

Added:

• AutoForecastHorizon
• AutoMLJob
• AutoMLJobEnvironmentVariables
• AutoMLJobOutputs
• AutoMLVertical
• AutoNCrossValidations
• AutoSeasonality
• AutoTargetLags
• AutoTargetRollingWindowSize
• Classification
• ClassificationTrainingSettings
• ColumnTransformer
• CustomForecastHorizon
• CustomNCrossValidations
• CustomSeasonality
• CustomTargetLags
• CustomTargetRollingWindowSize
• ForecastHorizon
• Forecasting
• ForecastingSettings
• ForecastingTrainingSettings
• ImageClassification
• ImageClassificationMultilabel
• ImageInstanceSegmentation
• ImageLimitSettings
• ImageModelDistributionSettingsClassification
• ImageModelDistributionSettingsObjectDetection
• ImageModelSettingsClassification
• ImageModelSettingsObjectDetection
• ImageObjectDetection
• ImageSweepLimitSettings
• ImageSweepSettings
• JobResourceConfiguration
• LabelCategory
• LabelCategoryClasses
• LabelClass
• LabelClassSubclasses
• LabelingDataConfiguration
• LabelingJobImageProperties
• LabelingJobInstructions
• LabelingJobLabelCategories
• LabelingJobMediaProperties
• LabelingJobProperties
• LabelingJobTextProperties
• MLAssistConfiguration
• MLAssistConfigurationDisabled
• MLAssistConfigurationEnabled
• NCrossValidations
• NlpVerticalFeaturizationSettings
• NlpVerticalLimitSettings
• Regression
• RegressionTrainingSettings
• Seasonality
• SparkJob
• SparkJobConf
• SparkJobEntry
• SparkJobInputs
• SparkJobOutputs
• SparkJobPythonEntry
• SparkJobScalaEntry
• SparkResourceConfiguration
• StackEnsembleSettings
• TableVerticalFeaturizationSettings
• TableVerticalFeaturizationSettingsColumnNameAndTypes
• TableVerticalFeaturizationSettingsTransformerParams
• TableVerticalLimitSettings
• TargetLags
• TargetRollingWindowSize
• TextClassification
• TextClassificationMultilabel
• TextNer

Removed:

• ResourceConfiguration

Updated:

• JobBaseProperties: Added property 'componentId'
• PipelineJob: Added property 'sourceJobId'

2022-05-01

Added:

• JobBaseProperties

Removed:

• AutoForecastHorizon
• AutoMLJob
• AutoMLJobEnvironmentVariables
• AutoMLJobOutputs
• AutoMLVertical
• AutoNCrossValidations
• AutoSeasonality
• AutoTargetLags
• AutoTargetRollingWindowSize
• Classification
• ColumnTransformer
• CronSchedule
• CustomForecastHorizon
• CustomNCrossValidations
• CustomSeasonality
• CustomTargetLags
• CustomTargetRollingWindowSize
• ForecastHorizon
• Forecasting
• ForecastingSettings
• ImageClassification
• ImageClassificationMultilabel
• ImageInstanceSegmentation
• ImageLimitSettings
• ImageModelDistributionSettingsClassification
• ImageModelDistributionSettingsObjectDetection
• ImageModelSettingsClassification
• ImageModelSettingsObjectDetection
• ImageObjectDetection
• ImageSweepLimitSettings
• ImageSweepSettings
• ImageVerticalDataSettings
• ImageVerticalValidationDataSettings
• JobBaseDetails
• NCrossValidations
• NlpVerticalDataSettings
• NlpVerticalFeaturizationSettings
• NlpVerticalLimitSettings
• NlpVerticalValidationDataSettings
• RecurrencePattern
• RecurrenceSchedule
• Regression
• ScheduleBase
• Seasonality
• StackEnsembleSettings
• TableVerticalDataSettings
• TableVerticalFeaturizationSettings
• TableVerticalFeaturizationSettingsColumnNameAndTypes
• TableVerticalFeaturizationSettingsTransformerParams
• TableVerticalLimitSettings
• TableVerticalValidationDataSettings
• TargetLags
• TargetRollingWindowSize
• TestDataSettings
• TextClassification
• TextClassificationMultilabel
• TextNer
• TrainingDataSettings
• TrainingSettings

2022-02-01-preview

Added:

• AutoForecastHorizon
• AutoMLJob
• AutoMLJobEnvironmentVariables
• AutoMLJobOutputs
• AutoMLVertical
• AutoNCrossValidations
• AutoSeasonality
• AutoTargetLags
• AutoTargetRollingWindowSize
• BayesianSamplingAlgorithm
• Classification
• ColumnTransformer
• CommandJobInputs
• CommandJobLimits
• CommandJobOutputs
• CronSchedule
• CustomForecastHorizon
• CustomModelJobInput
• CustomModelJobOutput
• CustomNCrossValidations
• CustomSeasonality
• CustomTargetLags
• CustomTargetRollingWindowSize
• ForecastHorizon
• Forecasting
• ForecastingSettings
• GridSamplingAlgorithm
• ImageClassification
• ImageClassificationMultilabel
• ImageInstanceSegmentation
• ImageLimitSettings
• ImageModelDistributionSettingsClassification
• ImageModelDistributionSettingsObjectDetection
• ImageModelSettingsClassification
• ImageModelSettingsObjectDetection
• ImageObjectDetection
• ImageSweepLimitSettings
• ImageSweepSettings
• ImageVerticalDataSettings
• ImageVerticalValidationDataSettings
• JobBaseDetails
• JobBaseServices
• JobInput
• JobOutput
• JobService
• JobServiceProperties
• LiteralJobInput
• MLFlowModelJobInput
• MLFlowModelJobOutput
• MLTableJobInput
• MLTableJobOutput
• NCrossValidations
• NlpVerticalDataSettings
• NlpVerticalFeaturizationSettings
• NlpVerticalLimitSettings
• NlpVerticalValidationDataSettings
• PipelineJob
• PipelineJobInputs
• PipelineJobJobs
• PipelineJobOutputs
• RandomSamplingAlgorithm
• RecurrencePattern
• RecurrenceSchedule
• Regression
• ResourceBaseProperties
• ResourceBaseTags
• ResourceConfiguration
• ResourceConfigurationProperties
• SamplingAlgorithm
• ScheduleBase
• Seasonality
• StackEnsembleSettings
• SweepJobInputs
• SweepJobLimits
• SweepJobOutputs
• TableVerticalDataSettings
• TableVerticalFeaturizationSettings
• TableVerticalFeaturizationSettingsColumnNameAndTypes
• TableVerticalFeaturizationSettingsTransformerParams
• TableVerticalLimitSettings
• TableVerticalValidationDataSettings
• TargetLags
• TargetRollingWindowSize
• TestDataSettings
• TextClassification
• TextClassificationMultilabel
• TextNer
• TrainingDataSettings
• TrainingSettings
• TritonModelJobInput
• TritonModelJobOutput
• UriFileJobInput
• UriFileJobOutput
• UriFolderJobInput
• UriFolderJobOutput
• UserIdentity

Removed:

• CommandJobInputDataBindings
• CommandJobOutputDataBindings
• ComputeConfiguration
• ComputeConfigurationProperties
• InputDataBinding
• JobBase
• JobBaseProperties
• JobBaseTags
• OutputDataBinding
• SweepJobSearchSpace
• TrialComponentInputDataBindings
• TrialComponentOutputDataBindings

Updated:

• CommandJob: Added property 'inputs'
• CommandJob: Added property 'limits'
• CommandJob: Added property 'outputs'
• CommandJob: Added property 'resources'
• CommandJob: Removed property 'compute'
• CommandJob: Removed property 'experimentName'
• CommandJob: Removed property 'identity'
• CommandJob: Removed property 'inputDataBindings'
• CommandJob: Removed property 'output'
• CommandJob: Removed property 'outputDataBindings'
• CommandJob: Removed property 'priority'
• CommandJob: Removed property 'status'
• CommandJob: Removed property 'timeout'
• PyTorch: Added property 'processCountPerInstance'
• PyTorch: Removed property 'processCount'
• SweepJob: Added property 'inputs'
• SweepJob: Added property 'limits'
• SweepJob: Added property 'outputs'
• SweepJob: Added property 'samplingAlgorithm'
• SweepJob: Removed property 'algorithm'
• SweepJob: Removed property 'compute'
• SweepJob: Removed property 'experimentName'
• SweepJob: Removed property 'identity'
• SweepJob: Removed property 'maxConcurrentTrials'
• SweepJob: Removed property 'maxTotalTrials'
• SweepJob: Removed property 'output'
• SweepJob: Removed property 'priority'
• SweepJob: Removed property 'status'
• SweepJob: Removed property 'timeout'
• TrialComponent: Added property 'resources'
• TrialComponent: Removed property 'inputDataBindings'
• TrialComponent: Removed property 'outputDataBindings'
• TrialComponent: Removed property 'timeout'

2021-03-01-preview

Oldest version tracked in change log