AutomationDev85 opened a new pull request, #76540:
URL: https://github.com/apache/airflow/pull/76540

   # Overview
   
   Expire stale task-state gauge series in the chart’s StatsD exporter after 
five minutes without updates.
   
   Task-state gauges can retain a nonzero value even after no tasks remain in 
that state. For example, if the scheduler restarts before reporting zero, the 
exporter may retain the last value until it receives another update or restarts.
   
   A five-minute TTL removes these stale series when updates stop, preventing 
outdated values from remaining in dashboards indefinitely.
   
   # Details of change:
   
   - Add `ttl: 5m` to the existing running, queued, scheduled, and deferred 
task-state mappings.
   - Preserve metric names, labels, and counter behavior.
   - Per-mapping TTLs take precedence over the global default TTL.
   
   TTL removes inactive series; it does not publish zero. No new metric 
mappings are introduced.
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes: GitHub Copilot
   
   Generated-by: GitHub Copilot following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   
   ---
   Drafted-by: GitHub Copilot (no human review before posting)


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