Supported logs for Microsoft.MachineLearningServices/workspaces

Article
2024-12-06

The following table lists the types of logs available for the Microsoft.MachineLearningServices/workspaces resource type.

For a list of supported metrics, see Supported metrics - Microsoft.MachineLearningServices/workspaces

Category	Category display name	Log table	Supports basic log plan	Supports ingestion-time transformation	Example queries	Costs to export
`AmlComputeClusterEvent`	AmlComputeClusterEvent	AmlComputeClusterEvent AmlCompute Cluster events	No	Yes	Queries	No
`AmlComputeClusterNodeEvent`	AmlComputeClusterNodeEvent		No	No		Yes
`AmlComputeCpuGpuUtilization`	AmlComputeCpuGpuUtilization	AmlComputeCpuGpuUtilization Azure Machine Learning services CPU and GPU utilizaion logs.	No	Yes	Queries	No
`AmlComputeJobEvent`	AmlComputeJobEvent	AmlComputeJobEvent AmlCompute Job events	No	Yes	Queries	No
`AmlRunStatusChangedEvent`	AmlRunStatusChangedEvent	AmlRunStatusChangedEvent Azure Machine Learning services run status event logs.	No	Yes		No
`ComputeInstanceEvent`	ComputeInstanceEvent	AmlComputeInstanceEvent Events when ML Compute Instance is accessed (read/write).	No	Yes		Yes
`DataLabelChangeEvent`	DataLabelChangeEvent	AmlDataLabelEvent Events when data label(s) or its projects is accessed (read, created, or deleted).	No	Yes		Yes
`DataLabelReadEvent`	DataLabelReadEvent	AmlDataLabelEvent Events when data label(s) or its projects is accessed (read, created, or deleted).	No	Yes		Yes
`DataSetChangeEvent`	DataSetChangeEvent	AmlDataSetEvent Events when a registered or unregistered ML datastore is accessed (read, created, or deleted).	No	Yes	Queries	Yes
`DataSetReadEvent`	DataSetReadEvent	AmlDataSetEvent Events when a registered or unregistered ML datastore is accessed (read, created, or deleted).	No	Yes	Queries	Yes
`DataStoreChangeEvent`	DataStoreChangeEvent	AmlDataStoreEvent Events when ML datastore is accessed (read, created, or deleted).	No	Yes		Yes
`DataStoreReadEvent`	DataStoreReadEvent	AmlDataStoreEvent Events when ML datastore is accessed (read, created, or deleted).	No	Yes		Yes
`DeploymentEventACI`	DeploymentEventACI	AmlDeploymentEvent Events when a model deployment happens on ACI or AKS.	No	Yes		Yes
`DeploymentEventAKS`	DeploymentEventAKS	AmlDeploymentEvent Events when a model deployment happens on ACI or AKS.	No	Yes		Yes
`DeploymentReadEvent`	DeploymentReadEvent	AmlDeploymentEvent Events when a model deployment happens on ACI or AKS.	No	Yes		Yes
`EnvironmentChangeEvent`	EnvironmentChangeEvent	AmlEnvironmentEvent Events when ML environments are accessed (read, created, or deleted).	No	Yes	Queries	Yes
`EnvironmentReadEvent`	EnvironmentReadEvent	AmlEnvironmentEvent Events when ML environments are accessed (read, created, or deleted).	No	Yes	Queries	Yes
`InferencingOperationACI`	InferencingOperationACI		No	No		Yes
`InferencingOperationAKS`	InferencingOperationAKS	AmlInferencingEvent Events for inference or related operation on AKS or ACI compute type.	No	Yes		Yes
`ModelsActionEvent`	ModelsActionEvent	AmlModelsEvent Events when ML model is accessed (read, created, or deleted). Incudes events when packaging of models and assets happen into a ready-to-build packages.	No	Yes	Queries	Yes
`ModelsChangeEvent`	ModelsChangeEvent	AmlModelsEvent Events when ML model is accessed (read, created, or deleted). Incudes events when packaging of models and assets happen into a ready-to-build packages.	No	Yes	Queries	Yes
`ModelsReadEvent`	ModelsReadEvent	AmlModelsEvent Events when ML model is accessed (read, created, or deleted). Incudes events when packaging of models and assets happen into a ready-to-build packages.	No	Yes	Queries	Yes
`PipelineChangeEvent`	PipelineChangeEvent	AmlPipelineEvent Events when ML pipeline draft or endpoint or module are accessed (read, created, or deleted).	No	Yes		Yes
`PipelineReadEvent`	PipelineReadEvent	AmlPipelineEvent Events when ML pipeline draft or endpoint or module are accessed (read, created, or deleted).	No	Yes		Yes
`RunEvent`	RunEvent	AmlRunEvent Events when ML experiments are accessed (read, created, or deleted).	No	Yes		Yes
`RunReadEvent`	RunReadEvent	AmlRunEvent Events when ML experiments are accessed (read, created, or deleted).	No	Yes		Yes

Supported logs for Microsoft.MachineLearningServices/workspaces

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