Upgrade the Airflow version to 3.3.0 and Task SDK version to 1.3.0

[xBis7]

Since Airflow 3.2 and Task SDK 1.2, have been released, the source code in main should also be updated to target the next major versions.

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• Read the 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) is needed.
• When adding dependency, check compliance with the ASF 3rd Party License Policy.
• For significant user-facing changes create newsfragment: {pr_number}.significant.rst, in airflow-core/newsfragments. You can add this file in a follow-up commit after the PR is created so you know the PR number.

[xBis7]

There are only 2 references left under docker-stack-docs that I haven't updated. I think that they don't need to be changed but I'm not 100% sure.

https://github.com/apache/airflow/blob/main/docker-stack-docs/recipes.rst?plain=1#L77

https://github.com/apache/airflow/blob/main/docker-stack-docs/build.rst?plain=1#L795

[github-actions]

Backport failed to create: v3-2-test. View the failure log Run details

Note: As of Merging PRs targeted for Airflow 3.X
the committer who merges the PR is responsible for backporting the PRs that are bug fixes (generally speaking) to the maintenance branches.

In matter of doubt please ask in #release-management Slack channel.

Status	Branch	Result
❌	v3-2-test

You can attempt to backport this manually by running:

cherry_picker 6957d9d v3-2-test

This should apply the commit to the v3-2-test branch and leave the commit in conflict state marking
the files that need manual conflict resolution.

After you have resolved the conflicts, you can continue the backport process by running:

cherry_picker --continue

If you don't have cherry-picker installed, see the installation guide.

[xBis7]

@kaxil Thank you for the review and merge! Is it going to be backported? Should I create a PR to do it manually?

[jscheffl]

No backport - the label is just added by automation - but back-porting would defeat the purpose. Cleared the label.