kaxil opened a new pull request, #74608:
URL: https://github.com/apache/airflow/pull/74608

   The TaskFlow tutorial shows `@task(retries=3)` but doesn't say that a retry 
runs the whole function again from the start. For a task that works through a 
long list of items, such as copying files, a failure on the last file means the 
retry copies every file again, and nothing in the tutorial points to the way 
around it.
   
   This adds a short paragraph after the `retries` example in "Error Handling 
and Retries" that points to [resumable 
tasks](https://github.com/apache/airflow/blob/bf2de26c7b7ee1cd96f6086ed1f1c8140f55c825/airflow-core/docs/core-concepts/resumable-tasks.rst?plain=1#L83-L133)
 and the task state store. That section is where the tutorial first introduces 
retries, so the reader learns the restart behaviour and the fix in the same 
place. The resumable tasks page already covers this case with a `process_files` 
task that checkpoints `last_processed`.
   
   ---
   
   * Read the **[Pull Request 
Guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#pull-request-guidelines)**
 for more information. Note: commit author/co-author name and email in commits 
become permanently public when merged.
   * For fundamental code changes, an Airflow Improvement Proposal 
([AIP](https://cwiki.apache.org/confluence/display/AIRFLOW/Airflow+Improvement+Proposals))
 is needed.
   * When adding dependency, check compliance with the [ASF 3rd Party License 
Policy](https://www.apache.org/legal/resolved.html#category-x).
   * For significant user-facing changes create newsfragment: 
`{pr_number}.significant.rst`, in 
[airflow-core/newsfragments](https://github.com/apache/airflow/tree/main/airflow-core/newsfragments).
 You can add this file in a follow-up commit after the PR is created so you 
know the PR number.
   


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