[CICD enhance] CodeTrans run CI with latest base image, group logs in GHA outputs.

[chensuyue]

Description

1. Enable latest base image test for CI.
2. Group log lines in GHA outputs for better readable logs.

Issues

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Type of change

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• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds new functionality)
• Breaking change (fix or feature that would break existing design and interface)
• Others (enhancement, documentation, validation, etc.)

Dependencies

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Tests

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[github-actions]

Dependency Review

✅ No vulnerabilities or license issues found.

Scanned Files

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[Copilot]

Pull Request Overview

This PR enhances the CodeTrans CI by enabling tests with the latest base image and improving log readability in the GHA outputs.

• Adds build arguments (IMAGE_REPO and BASE_TAG) to pass registry and tag values.
• Introduces an "extends" property to reuse configuration from the "codetrans" service.

Files not reviewed (7)

• CodeTrans/Dockerfile: Language not supported
• CodeTrans/tests/test_compose_on_gaudi.sh: Language not supported
• CodeTrans/tests/test_compose_on_rocm.sh: Language not supported
• CodeTrans/tests/test_compose_on_xeon.sh: Language not supported
• CodeTrans/tests/test_compose_tgi_on_gaudi.sh: Language not supported
• CodeTrans/tests/test_compose_tgi_on_xeon.sh: Language not supported
• CodeTrans/tests/test_compose_vllm_on_rocm.sh: Language not supported

Comments suppressed due to low confidence (2)

CodeTrans/docker_image_build/build.yaml:8

• Ensure that the new build argument 'IMAGE_REPO' is actively used in the Dockerfile so that the intended base image from ${REGISTRY} is correctly applied during the build.

IMAGE_REPO: ${REGISTRY}

CodeTrans/docker_image_build/build.yaml:50

• Confirm that the 'extends' property is supported in this YAML configuration to correctly inherit properties from the 'codetrans' service and maintain expected behavior.

extends: codetrans