Add YAML-based help texts for auto-generated airflowctl commands

[justinpakzad]

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This PR attempts to implement a YAML based approach to map airflow-ctl help texts. The idea behind this was to have a single source of truth that can be easy to validate in the pre-commit (see the linked issue for a bit more detail). This targets the auto-generated commands. I also created a prek hook check_airflowctl_help_texts that ensures all the auto-generated commands have their respective help texts.

A couple of notes on the approach:
I created a help_texts.yaml file in the ctl directory with all the group/subcommand to help text mappings. Not sure if there is a specific naming convention we would like to follow so happy to change that if needed. Inside the CommandFactory() class we read the help_texts into an instance variable and then use it to look up and assign the help text in the _create_group_commands_from_operation() method. Added an additional test case that tests the help texts from YAML are used for auto-generated commands.

I moved the parse_operations() function into the common prek utils so that it can be used in the new hook & the airflowctl command coverage (which is where it was originally) scripts without duplicating code. The check goes through the auto-generated commands, performs a look up against the yaml, collects any that are missing, and then will output a message describing which are missing and the file they should be added to.

Curious to hear if this approach makes sense and open to any suggestions.

closes: #57632

Was generative AI tooling used to co-author this PR?

• Yes (Claude Sonnet 4.6 for generating the yaml with the help texts)

---

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[bugraoz93]

Nice :) Thanks for the PR!

[github-actions]

Backport successfully created: v3-2-test

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Status	Branch	Result
✅	v3-2-test