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Events when ML pipeline draft or endpoint or module are accessed (read, created, or deleted).
Table attributes
| Attribute | Value |
|---|---|
| Resource types | microsoft.machinelearningservices/workspaces |
| Categories | Azure Resources, Audit |
| Solutions | LogManagement |
| Basic log | No |
| Ingestion-time transformation | Yes |
| Sample Queries | - |
Columns
| Column | Type | Description |
|---|---|---|
| AadTenantId | string | The AAD tenant ID the operation was submitted for. |
| AmlModuleId | string | The unique ID of the module. |
| AmlModuleName | string | The name of the AML Module. |
| AmlParentPipelineId | string | The ID of the parent AML pipeline (in the case of cloning). |
| AmlPipelineDraftId | string | The ID of the AML pipeline draft. |
| AmlPipelineDraftName | string | The name of the AML pipeline draft. |
| AmlPipelineEndpointId | string | The ID of the AML pipeline endpoint. |
| AmlPipelineEndpointName | string | The name of the AML pipeline endpoint. |
| AmlPipelineId | string | The ID of the AML pipeline. |
| AmlWorkspaceId | string | The unique ID of the AML workspace. |
| AmlWorkspaceName | string | The name of the AML workspace. |
| _BilledSize | real | The record size in bytes |
| CorrelationId | string | A GUID used to group together a set of related events. |
| Identity | dynamic | The identity of the user or application that performed the operation. |
| _IsBillable | string | Specifies whether ingesting the data is billable. When _IsBillable is false ingestion isn't billed to your Azure account |
| OperationName | string | The name of the operation associated with the log entry. |
| _ResourceId | string | A unique identifier for the resource that the record is associated with |
| ResultType | string | The status of the event. Typical values include Started, In Progress, Succeeded, Failed, Active, and Resolved. |
| SourceSystem | string | The type of agent the event was collected by. For example, OpsManager for Windows agent, either direct connect or Operations Manager, Linux for all Linux agents, or Azure for Azure Diagnostics |
| _SubscriptionId | string | A unique identifier for the subscription that the record is associated with |
| TenantId | string | The Log Analytics workspace ID |
| TimeGenerated | datetime | The timestamp (UTC) of the event. |
| Type | string | The name of the table |