Rename "Dataset" as Asset

[Lee-W]

Description

Rename Datasets to Assets

Use case/motivation

Rationale

Related issues

No response

Are you willing to submit a PR?

• [X] Yes I am willing to submit a PR!

Code of Conduct

• [X] I agree to follow this project's Code of Conduct

[Lee-W]

Current Status

Updated: Oct 28th

---

• [x] Check https://apache-airflow.slack.com/archives/C06K9Q5G2UA/p1729553380546019
  • This is not how airflow db reset should be used
• ✅ Merged
  • https://github.com/apache/airflow/pull/41828
  • [x] Doc change and Python module/variable name are mostly done in https://github.com/apache/airflow/pull/41348
    • [x] list the changes and update newsfragments files
    • [x] fix lineage compatibility issue
    • [x] fix fab compatibility
    • [x] fix the remaining CI failure
    • [x] fix new conflicts and CI failures
    • [x] split out the compat changes as discussed with TP during offsite
    • [x] Resolve new conflicts after the last green CI
  • [x] API endpoint change https://github.com/apache/airflow/pull/425
  • [x] https://github.com/apache/airflow/pull/41814
  • [x] Reuse common.compat.asset
    • https://github.com/apache/airflow/pull/43112
    • https://github.com/apache/airflow/pull/43111
    • https://github.com/apache/airflow/pull/43110
  • [x] database change https://github.com/apache/airflow/pull/42023
    • [x] Fix CI failure
      • [x] Postgres
      • [x] sqlite
      • [x] MySQL
    • [x] Update newsfragment
  • [x] UI files change https://github.com/apache/airflow/pull/43073
  • [x] https://github.com/apache/airflow/pull/43245
  • [x] https://github.com/apache/airflow/pull/43313
  • [x] https://github.com/apache/airflow/pull/43314

[Lee-W]

As all the subtasks have been resolved, close this issue.