Microsoft.MachineLearningServices/workspaces/onlineEndpoints
3 diagnostic categories routing into 3 Log Analytics tables.
Source: Microsoft Learn
Diagnostic categories
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AmlOnlineEndpointConsoleLog
Ingestion-time transform Cost to export- Routes to
- AmlOnlineEndpointConsoleLog
-
AmlOnlineEndpointEventLog
Ingestion-time transform Cost to export- Routes to
- AmlOnlineEndpointEventLog
-
AmlOnlineEndpointTrafficLog
Ingestion-time transform Cost to export PII- Routes to
- AmlOnlineEndpointTrafficLog
Destination tables
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AmlOnlineEndpointConsoleLog
Azure ML online endpoints console logs. It provides console logs output from user containers.
14 columns in this table.
-
AmlOnlineEndpointEventLog
Azure ML online endpoints event logs. It provides event logs regarding the inference-server container's life cycle.
13 columns in this table.
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AmlOnlineEndpointTrafficLog
PIITraffic 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.
33 columns in this table.