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Airflow Timer Metrics Inconsistancy across multiple metrics loggers #39818

@dirrao

Description

@dirrao

Apache Airflow version

main (development)

If "Other Airflow 2 version" selected, which one?

No response

What happened?

Statsd timing metrics are published in milli seconds. However, this is not the case with Airflow OTEL and Datadog metric loggers. This is causing in accurate documentation and inconsistency across multiple metrics backend stores.
https://statsd.readthedocs.io/en/stable/reference.html

What you think should happen instead?

Across all metrics loggers timing metrics should published in same unit i.e. milliseconds

How to reproduce

Enable Statsd, Datadog and OTEL metrics loggers

Operating System

CentOS 7

Versions of Apache Airflow Providers

No response

Deployment

Other

Deployment details

Terraform based docker deployment

Anything else?

No response

Are you willing to submit PR?

  • Yes I am willing to submit a PR!

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