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data-infra avatar data-infra commented on May 21, 2024

可以进行数据处理、建模、分析的流水线操作,代替airflow的功能。也可以ops的操作流水线。
目前的部署因为包含了大量机器学习相关的基础组件。所以部署起来比较麻烦。
内部在有团队解耦剔除机器学习功能而仅保留编排任务流和云原生调度的功能。
控制台部分是可以docker-compose本地调试启动的。但是云原生的workflow实例运行还是需要k8s。

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data-infra avatar data-infra commented on May 21, 2024

已经支持了快速单机部署方法,可以体验下。https://github.com/tencentmusic/cube-studio/tree/master/install/kubernetes 中的单机测试部分

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