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Queries for the AmlOnlineEndpointEventLog table

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For information on using these queries in the Azure portal, see Log Analytics tutorial. For the REST API, see Query.

Online endpoint failure events

Get the latest Azure ML online endpoints failures.

AmlOnlineEndpointEventLog
| where Message contains "failed"
| parse kind=regex flags=i _ResourceId with ".*?/RESOURCEGROUPS/" ResourceGroup "/PROVIDERS/MICROSOFT.MACHINELEARNINGSERVICES/WORKSPACES/" Workspace "/ONLINEENDPOINTS/" EndpointName
| project
    TimeGenerated,
    Subscription = _SubscriptionId,
    ResourceGroup,
    Workspace,
    EndpointName,
    DeploymentName,
    InstanceId,
    Name,
    Message
| order by TimeGenerated desc
| take 100