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Add ROADMAP.md
Signed-off-by: Yi Chen <[email protected]>
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ROADMAP.md

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# Roadmap
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## 2025
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### Features
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- [x] A new CR to support Spark Connect([#2569](https://github.com/kubeflow/spark-operator/pull/2569))
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- [x] Cert manger support ([#1178](https://github.com/kubeflow/spark-operator/issues/1178))
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- [ ] A HTTP API for job submission
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- [ ] A web UI for visibility into currently running applications
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- [ ] Watching namespaces based on labels
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## 2024
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### Features
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- [x] Pod template support ([#2101](https://github.com/kubeflow/spark-operator/issues/2101))
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- [ ] Deprecation of webhook by moving all functionality into the pod template ([#2502](https://github.com/kubeflow/spark-operator/issues/2502))
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- [ ] Improve controller performance
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- [x] Spark Connect Support ([#1801](https://github.com/kubeflow/spark-operator/issues/1801))
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- [ ] Rest API for submitting jobs
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- [x] Support Yunikorn as a batch scheduler ([#2107](https://github.com/kubeflow/spark-operator/pull/2107))
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### Chores
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- [ ] Doc improvement
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- [x] Improve test coverage to improve the confidence in releases, particularly with e2e tests

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