发布于 2020-02-03 08:47:26
在AI笔记本和Cloud之间,应该使用哪一种?在哪种场景中使用?
在任何情况下,您都应该在新项目上使用AI笔记本,因为Cloud迟早会被废弃。
Cloud是否也提供了Python、Tensorflow或R环境的预装包,比如AI笔记本?
总结了这两种产品之间的差异。
- Custom UI that is not compatible with latest JupyterLab extensions.
- Using old PyDatalab SDK since when DataLab was released there were no official SDK available for many of GCP services.
- No major changes on RoadMap.
- Requires SSH with port mapping to use
- Using JupyterLab UI.
- Using official SDKs (like BigQuery Python SDK), therefore better integration.
- Since UI (JupyterLab) is community driven releasing new changes rapidly.
- Access to UI is simple, no SSH, no CLI usage is required.
- Notebooks API
- Terraform [support](https://registry.terraform.io/providers/hashicorp/google/latest/docs/resources/notebooks_instance)
- Client libraries ([Python](https://googleapis.dev/python/notebooks/latest/index.html), [Java](https://github.com/googleapis/java-notebooks), [NodeJS](https://www.npmjs.com/package/@google-cloud/notebooks?activeTab=readme)) to manage Notebooks
https://stackoverflow.com/questions/59720589
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