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Dask

The JupyterHub AMI includes Dask and it's JupyterLab extension.

You can use this extension to create a Dask cluster or to connect to a running one.

Connecting to a running Dask cluster

If you create a Dask cluster using Python, for example:

from dask.distributed import Client
client = Client()

You can connect the extension to this cluster using the Dashboard URL:

print("Dashboard:", client.dashboard_link)
Dashboard: /user/jupyterhub-admin/proxy/8787/status

Paste this URL at the top of the Dask extension.

Dask

After that click on any of the metrics to create new Panes in Jupyter Lab.

Dask