MLSysOps Telemetry SDK & API🔗

The MLSysOps framework offers integrators two pathways to interface with the telemetry system: i) use the OpenTelemetry SDK and its respective API or ii) employ the MLSysOps Telemetry SDK, which provides a simplified API. The former provides SDKs for a wide range of programming languages, enabling both manual instrumentation and automated instrumentation on compatible software systems. The latter serves as a wrapper on top of the OpenTelemetry SDK, abstracting away all the mundane code required to connect to an OpenTelemetry Collector and push metrics. This abstraction uses two function calls: one for pushing metrics and one for retrieving metrics. Instrumenting application components within the MLSysOps Framework is achievable with either of these options. MLSysOps Telemetry API/SDK is implemented in Python language and is available in the opensource repository MLSysOps Python Telemetry Library.

API Reference🔗

TBD