apache / apache/dolphinscheduler

[DSIP-21][TaskPlugin] Unify the task spi about logic task and worker task

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DSIP improvement
Dominant language
Java
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Description

### Search before asking

- [X] I had searched in the [issues](https://github.com/apache/dolphinscheduler/issues?q=is%3Aissue) and found no similar feature requirement.

### Description

Right now, we have two task spi, one is logic task another is worker task.

This will cause us to have two logic about the task lifecycle about these two parts spi.

And if we hope to auto-render task params in UI, we also need to unify the task spi.

### 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

Open the contributing guide

Research direction

The issue names no files or tests. Start by locating the logic-task and worker-task SPI definitions and tracing their task lifecycles, then inspect how the UI currently renders task parameters. Done means the two SPIs share one task model and lifecycle while supporting automatic task-parameter rendering.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
backend
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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