What is observability? What are telemetry data?

Card Puncher Data Processing

What is observability? What are telemetry data?

About

Observability permits the observation of the state of an application via telemetry data.

There are 3 telemetry data type (known also as dimensions or pillars)

  • metrics (in-memory metrics)
  • log (event file logging)
  • trace (stack trace registration)

Metrics

Metrics are:

  • in-memory time series data
  • that permits building a dashboard of your engine, to check the activity of your application
  • and alerts in case of issues

Logs

Log are events stored in files. They are managed by an event logger.

There are 2 kinds:

  • textual event with a state as INFO or ERROR
  • event registration with data (Event Analytics)

They can be:

  • processed to derive metrics
  • read to see the activity or state of an application and debug any problem.

Trace

Traces logs the stack trace.

They are managed by a tracing system.

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