github-actions[bot] opened a new pull request, #74965:
URL: https://github.com/apache/airflow/pull/74965

   * Fix missing task.queued_duration metric in Airflow 3
   
   task.queued_duration (and its registry-derived legacy name
   dag.<dag_id>.<task_id>.queued_duration) stopped firing after the Airflow 3
   worker switched to the Task SDK / supervisor / Execution API. The only emit
   site was TaskInstance.emit_state_change_metric, reachable solely from the
   legacy LocalTaskJob path, while Airflow 3 workers flip the TI to RUNNING
   through the ti_run Execution API endpoint instead.
   
   Emit it from ti_run on the genuine QUEUED -> RUNNING transition, tagged via
   DagRun.stats_tags so the restored metric stays sliceable the same way as its
   sibling task.scheduled_duration (dag_id, task_id, queue, run_type, team_name
   under multi-team, and Dag tags when configured). Resumes from deferral are
   skipped so a deferral cycle does not add a second sample inside the same try.
   
   closes: #63503
   closes: #66067
   
   * Pin the team_name tag on task.queued_duration under multi-team
   
   With multi-team off the tag is absent from both the metric and any 
expectation
   derived from stats_tags, so the assertion held for the wrong reason and would
   not have caught the tag going missing.
   
   * Describe what the queued_duration guard actually does
   
   The comment claimed to mirror a legacy emit that fired on every transition to
   RUNNING; that emit skipped retries and fired on deferral resumes, so the 
claim
   was inverted on both paths. It also credited the trigger with setting
   next_method, which the DEFERRED transition does, and asserted one sample per 
try
   without accounting for operators deferred before they are ever queued.
   
   * Show start_from_trigger tasks emit no queued_duration
   
   These operators are deferred straight from SCHEDULED without being queued, so
   the resume the next_method guard skips is the only queue wait they ever have.
   
   * Count task.queued_duration once per queue wait
   
   A resume from deferral waits for a worker slot exactly as a first run does, 
and
   an operator with start_from_trigger=True never reaches the queue until that
   resume, so suppressing it left the only wait those tasks have unmeasured.
   
   Dag tags are eager-loaded because this path runs once per task start, where 
the
   lazy load stats_tags otherwise falls back to costs a query per task.
   
   * Emit task.queued_duration only once the run request cannot fail
   
   The SDK retries a 5xx from this route, and the rollback returns the task
   instance to QUEUED for that retry to pick up, so a sample taken before the
   response was settled counted a single queue wait twice.
   
   Airflow 2 already reported the wait on deferral resumes; what changes for
   anyone upgrading is retries and reschedule-mode pokes, so the newsfragment
   names those instead.
   (cherry picked from commit 21c858eb67bbdd9115d5a5dff64c1c720030d58e)
   
   Co-authored-by: Tung, Hsiao-Yu <[email protected]>


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