Microsoft.MachineLearningServices/workspaces
26 diagnostic categories routing into 14 Log Analytics tables.
Source: Microsoft Learn
Diagnostic categories
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AmlComputeClusterEvent
Ingestion-time transform- Routes to
- AmlComputeClusterEvent
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AmlComputeClusterNodeEvent
Cost to export -
AmlComputeCpuGpuUtilization
Ingestion-time transform PII- Routes to
- AmlComputeCpuGpuUtilization
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AmlComputeJobEvent
Ingestion-time transform- Routes to
- AmlComputeJobEvent
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AmlRunStatusChangedEvent
Ingestion-time transform PII- Routes to
- AmlRunStatusChangedEvent
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ComputeInstanceEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlComputeInstanceEvent
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DataLabelChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataLabelEvent
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DataLabelReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataLabelEvent
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DataSetChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataSetEvent
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DataSetReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataSetEvent
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DataStoreChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataStoreEvent
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DataStoreReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDataStoreEvent
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DeploymentEventACI
Ingestion-time transform Cost to export PII- Routes to
- AmlDeploymentEvent
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DeploymentEventAKS
Ingestion-time transform Cost to export PII- Routes to
- AmlDeploymentEvent
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DeploymentReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlDeploymentEvent
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EnvironmentChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlEnvironmentEvent
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EnvironmentReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlEnvironmentEvent
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InferencingOperationACI
Ingestion-time transform Cost to export PII- Routes to
- AmlInferencingEvent
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InferencingOperationAKS
Ingestion-time transform Cost to export PII- Routes to
- AmlInferencingEvent
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ModelsActionEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlModelsEvent
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ModelsChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlModelsEvent
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ModelsReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlModelsEvent
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PipelineChangeEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlPipelineEvent
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PipelineReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlPipelineEvent
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RunEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlRunEvent
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RunReadEvent
Ingestion-time transform Cost to export PII- Routes to
- AmlRunEvent
Destination tables
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AmlComputeClusterEvent
AmlCompute Cluster events
46 columns in this table.
-
AmlComputeCpuGpuUtilization
PIIAzure Machine Learning services CPU and GPU utilizaion logs.
28 columns in this table.
-
AmlComputeInstanceEvent
PIIEvents when ML Compute Instance is accessed (read/write).
15 columns in this table.
-
AmlComputeJobEvent
AmlCompute Job events
32 columns in this table.
-
AmlDataLabelEvent
PIIEvents when data label(s) or its projects is accessed (read, created, or deleted).
18 columns in this table.
-
AmlDataSetEvent
PIIEvents when a registered or unregistered ML datastore is accessed (read, created, or deleted).
15 columns in this table.
-
AmlDataStoreEvent
PIIEvents when ML datastore is accessed (read, created, or deleted).
14 columns in this table.
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AmlDeploymentEvent
PIIEvents when a model deployment happens on ACI or AKS.
15 columns in this table.
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AmlEnvironmentEvent
PIIEvents when ML environments are accessed (read, created, or deleted).
13 columns in this table.
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AmlInferencingEvent
PIIEvents for inference or related operation on AKS or ACI compute type.
15 columns in this table.
-
AmlModelsEvent
PIIEvents when ML model is accessed (read, created, or deleted). Incudes events when packaging of models and assets happen into a ready-to-build packages.
16 columns in this table.
-
AmlPipelineEvent
PIIEvents when ML pipeline draft or endpoint or module are accessed (read, created, or deleted).
23 columns in this table.
-
AmlRunEvent
PIIEvents when ML experiments are accessed (read, created, or deleted).
13 columns in this table.
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AmlRunStatusChangedEvent
PIIAzure Machine Learning services run status event logs.
27 columns in this table.