Using nbgrader with JupyterHubΒΆ

See also

Creating and grading assignments
Documentation for nbgrader assign, nbgrader autograde, nbgrader formgrade, and nbgrader feedback.
Managing assignment files
Documentation for nbgrader release, nbgrader fetch, nbgrader submit, and nbgrader collect.
Configuration options
Details on
The philosophy and the approach
More details on how the nbgrader hierarchy is structured.
JupyterHub Documentation
Detailed documentation describing how JupyterHub works, which is very much required reading if you want to integrate the formgrader with JupyterHub.

For instructors running a class with JupyterHub, nbgrader offers several tools that optimize and enrich the instructors’ and students’ experience of sharing the same system. By integrating with JupyterHub, nbgrader streamlines the process of releasing and collecting assignments for the instructor and of fetching and submitting assignments for the student. In addition to using the nbgrader release, nbgrader fetch, nbgrader submit, and nbgrader collect commands (see Managing assignment files) with a shared server setup like JupyterHub, the formgrader (see Creating and grading assignments) can be configured to integrate with JupyterHub so that all grading can occur on the same server.


The way that the formgrader integrates with JupyterHub changed between versions 0.4 and 0.5 in a backwards-incompatible way. However, this means that the formgrader should be trivially easy to use with JupyterHub!

Starting in version 0.5.0 of nbgrader, the formgrader is no longer a standalone command. Rather, it is an extension of the Jupyter notebook. This means that the formgrader will work out-of-the-box with JupyterHub if you only have a single grader for your class: all you need to do is make sure that you have installed and enabled the nbgrader extensions (see Installation) and then make sure the path to your course directory is properly set in ~/.jupyter/

c = get_config()
c.CourseDirectory.root = 'path/to/course/files'

If you have multiple graders, then you can set up a shared notebook server as a JupyterHub service. As before, you will need to ensure that the nbgrader extensions are installed and enabled, and then you will need to make sure the shared notebook server has access to an which points to the correct course directory.