apache / apache/seatunnel

[Feature][E2E] Provide ARM64 (aarch64) variants of E2E test Docker images for Apple Silicon Macs

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feature help wanted
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Description

### Search before asking

- [x] I had searched in the [feature](https://github.com/apache/seatunnel/issues?q=is%3Aissue+label%3A%22Feature%22) and found no similar feature requirement.

### Description

Many E2E tests depend on custom images under `tyrantlucifer/*` that are **amd64-only**. On Apple Silicon Macs , running them via Docker emulation is slow and often unstable.
Please provide **ARM64 or multi-arch** variants for other common E2E images , and use the same arch-based image selection pattern.

### Usage Scenario

Develop and debug connectors / engine features on Apple Silicon Macs, and run Testcontainers E2E locally with native `linux/arm64` images.

### Related issues

_No response_

### Are you willing to submit a PR?

- [ ] Yes I am willing to submit a PR!

### Code of Conduct

- [x] I agree to follow this project's [Code of Conduct](https://www.apache.org/foundation/policies/conduct)

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by locating the custom tyrantlucifer/* images used by the E2E tests and the existing architecture-based image selection pattern in the Testcontainers setup. Done means common E2E images provide ARM64 or multi-arch variants and Apple Silicon runs the tests with native linux/arm64 images.

Written by the indexing model from the issue text.

Assessment

Tech stack
docker
Domain
devops, testing
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Active
Clarity
Mostly clear
Newbie friendliness
55/100

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