apache / apache/seatunnel

[Feature][AWS] Update the aws java sdk to v2

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Dominant language
Java
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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

The AWS SDK for Java 1.x has entered maintenance mode as of July 31, 2024, and will reach [end-of-support](https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-aws-sdk-for-java-v1-x-on-december-31-2025/) on December 31, 2025.

### Usage Scenario

_No response_

### 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](https://www.apache.org/foundation/policies/conduct)

Contributor guide

No contributing guide indexed for this repository

Research direction

The issue names no files, tests, or entry points. Start by locating the AWS SDK for Java 1.x dependency and its usages across the repository, then identify the affected integrations and validation coverage. Done means the project uses AWS SDK for Java v2 without regressions in those integrations.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, java
Domain
cloud
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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