Update github action runner image

[shunping]

Prior to this PR, a new runner image was built and published via workflow https://github.com/apache/beam/actions/runs/20254703870.

The runner version in this image is 2.330.0 (https://github.com/actions/runner/releases/tag/v2.330.0).

addresses #37115

[gemini-code-assist]

Summary of Changes

Hello @shunping, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on maintaining the health and currency of the CI/CD infrastructure by updating the GitHub Actions self-hosted runner images. The update brings in the latest runner version 2.330.0, ensuring that automated workflows benefit from recent enhancements and bug fixes. Additionally, a small formatting inconsistency within the environment configuration was resolved.

Highlights

• GitHub Actions Runner Image Update: The Docker image tag for GitHub Actions self-hosted runners has been updated across all configurations (main-runner, small-runner, highmem-runner, highmem-runner-22) to incorporate the latest runner version.
• Runner Version 2.330.0: The new runner image now utilizes GitHub Actions runner version 2.330.0, bringing the CI/CD environment up to date with the latest features and stability improvements.
• Configuration Whitespace Fix: A minor, cosmetic change was made to remove a trailing whitespace character from the 'ingress_domain' variable in the environment configuration file.

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[shunping]

r: @Abacn

[github-actions]

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