Azure ML Telemetry

The `azureml-telemetry` package, currently at version 1.62.0, is a core component within the Azure Machine Learning Python SDK. It is primarily used to collect various telemetry data, including log messages, metrics, events, and activity messages, generated by Azure Machine Learning processes. This data is often routed to Azure Application Insights for monitoring and analysis. The package underpins the telemetry collection mechanisms used by other Azure ML SDK components, rather than providing a direct-use client API for end-users to send custom telemetry. Microsoft is actively transitioning towards OpenTelemetry for broader Azure Monitor integration.