How do I set up a Dask dashboard for monitoring my tasks?

How do I set up a Dask dashboard for monitoring my tasks?

To set up a Dask dashboard, you need to start a Dask client and specify the dashboard address. Would you like a code example?

Yes, please provide a code example.

Here's a simple example:

from dask.distributed import Client

client = Client()  # This starts the Dask dashboard on localhost:8787

You can access the dashboard at http://localhost:8787.

What if I want to run it on a remote server?

You can specify the address of the scheduler when creating the client. For example:

client = Client('tcp://<scheduler-ip>:8786')

Make sure the dashboard is accessible from your local machine.