AmlOnlineEndpointTrafficLog

Traffic logs for AzureML (machine learning) online endpoints. The table could be used to check the detailed information of the request to an online endpoint. For example, you could use it to check the request duration, the request failure reason, etc.

Table attributes

Attribute	Value
Resource types	microsoft.machinelearningservices/workspaces
Categories	Audit, Azure Resources
Solutions	LogManagement
Basic log	No
Ingestion-time transformation	No
Sample Queries	Yes

Columns

Column	Type	Description
AuthType	string	The authentication type of the request (Key, AMLToken, AADToken).
AzureMLWorkspaceId	string	The machine learning workspace ID of the online endpoint.
AzureMLWorkspaceName	string	The machine learning workspace name of the online endpoint.
_BilledSize	real	The record size in bytes
DeploymentName	string	The name of the online deployment.
EndpointName	string	The name of the online endpoint.
IdentityData	string	The identity data from the user client (JWT OID).
_IsBillable	string	Specifies whether ingesting the data is billable. When _IsBillable is false ingestion isn't billed to your Azure account
Location	string	The region of the online endpoint.
Method	string	The requested method from client.
ModelStatusCode	int	The response status code from model.
ModelStatusReason	string	The response status reason from model.
OperationName	string	The operation associated with log record.
Path	string	The requested path from client.
Protocol	string	The protocol of the request.
RequestDurationMs	int	Duration in milliseconds from the request start time to the last byte of the request received from the user client.
RequestPayloadSize	int	The total bytes received from the user client.
RequestThrottlingDelayMs	int	Delay in milliseconds in request data transfer due to network throttling.
_ResourceId	string	A unique identifier for the resource that the record is associated with
ResponseCode	int	The final response code returned to the user.
ResponseCodeReason	string	The final response code reason returned to the user.
ResponseDurationMs	int	Duration in milliseconds from the request start time to the first response byte read from the model.
ResponsePayloadSize	int	The total bytes sent back to the user client.
ResponseThrottlingDelayMs	int	Delay in milliseconds in response data transfer due to network throttling.
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 when the request was received by Azure Machine Learning.
TotalDurationMs	int	Duration in milliseconds from the request start time to the last response byte sent back to the user client. If the user client disconnected, it measures from the start time to client disconnect time.
Type	string	The name of the table
UserAgent	string	The user-agent header of the request.
XMSClientRequestId	string	The tracking ID generated by user client.
XRequestId	string	The request ID generated by Azure Machine Learning for internal tracing.