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        "description": "# kubespawner (jupyterhub-kubespawner) #\n\nThe *kubespawner* (also known as JupyterHub Kubernetes Spawner) enables JupyterHub to spawn\nsingle-user notebook servers on a [Kubernetes](https://kubernetes.io/)\ncluster.\n\nYou can read a list of all the spawner options [available on ReadTheDocs](https://jupyterhub-kubespawner.readthedocs.io/en/latest/spawner.html#module-kubespawner.spawner).\n\n## Features ##\n\nKubernetes is an open-source system for automating deployment, scaling, and\nmanagement of containerized applications. If you want to run a JupyterHub\nsetup that needs to scale across multiple nodes (anything with over ~50\nsimultaneous users), Kubernetes is a wonderful way to do it. Features include:\n\n* Easily and elasticly run anywhere between 2 and thousands of nodes with the\n  same set of powerful abstractions. Scale up and down as required by simply\n  adding or removing nodes.\n\n* Run JupyterHub itself inside Kubernetes easily. This allows you to manage\n  many JupyterHub deployments with only Kubernetes, without requiring an extra\n  layer of Ansible / Puppet / Bash scripts. This also provides easy integrated\n  monitoring and failover for the hub process itself.\n\n* Spawn multiple hubs in the same kubernetes cluster, with support for\n  [namespaces](https://kubernetes.io/docs/admin/namespaces/). You can limit the\n  amount of resources each namespace can use, effectively limiting the amount\n  of resources a single JupyterHub (and its users) can use. This allows\n  organizations to easily maintain multiple JupyterHubs with just one\n  kubernetes cluster, allowing for easy maintenance & high resource\n  utilization.\n\n* Provide guarantees and limits on the amount of resources (CPU / RAM) that\n  single-user notebooks can use. Kubernetes has comprehensive [resource control](https://kubernetes.io/docs/user-guide/compute-resources/) that can\n  be used from the spawner.\n\n* Mount various types of [persistent volumes](https://kubernetes.io/docs/user-guide/persistent-volumes/)\n  onto the single-user notebook's container.\n\n* Control various security parameters (such as userid/groupid, SELinux, etc)\n  via flexible [Pod Security Policies](https://kubernetes.io/docs/user-guide/pod-security-policy/).\n\n* Run easily in multiple clouds (or on your own machines). Helps avoid vendor\n  lock-in. You can even spread out your cluster across\n  [multiple clouds at the same time](https://kubernetes.io/docs/user-guide/federation/).\n\nIn general, Kubernetes provides a ton of well thought out, useful features -\nand you can use all of them along with this spawner.\n\n## Requirements ##\n\n### Kubernetes ###\n\nEverything should work from Kubernetes v1.6+.\n\nThe [Kube DNS addon](https://kubernetes.io/docs/user-guide/connecting-applications/#dns)\nis not strictly required - the spawner uses\n[environment variable](https://kubernetes.io/docs/user-guide/connecting-applications/#environment-variables)\nbased discovery instead. Your kubernetes cluster will need to be configured to\nsupport the types of volumes you want to use.\n\nIf you are just getting started and want a kubernetes cluster to play with,\n[Google Container Engine](https://cloud.google.com/container-engine/) is\nprobably the nicest option. For AWS/Azure,\n[kops](https://github.com/kubernetes/kops) is probably the way to go.\n\n## Getting help ##\n\nWe encourage you to ask questions on the\n[Jupyter mailing list](https://groups.google.com/forum/#!forum/jupyter).\nYou can also participate in development discussions or get live help on\n[Gitter](https://gitter.im/jupyterhub/jupyterhub).\n\n## License ##\n\nWe use a shared copyright model that enables all contributors to maintain the\ncopyright on their contributions.\n\nAll code is licensed under the terms of the revised BSD license.\n\n## Resources\n\n#### JupyterHub and kubespawner\n\n- [Reporting Issues](https://github.com/jupyterhub/kubespawner/issues)\n- [Documentation for JupyterHub](https://jupyterhub.readthedocs.io)\n- [Documentation for JupyterHub's REST API](https://petstore.swagger.io/?url=https://raw.githubusercontent.com/jupyter/jupyterhub/master/docs/rest-api.yml#/default)\n\n#### Jupyter\n\n- [Documentation for Project Jupyter](https://jupyter.readthedocs.io/en/latest/index.html) | [PDF](https://media.readthedocs.org/pdf/jupyter/latest/jupyter.pdf)\n- [Project Jupyter website](https://jupyter.org)\n\n\n",
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