I am trying to set up jupyter
inside a container that contains a Django app. I am using django-extensions
in order to take advantage of the shell_plus
command. However, when I run it:
docker-compose exec app python manage.py shell_plus --notebook
I am getting the following error:
Traceback (most recent call last):
File "manage.py", line 21, in <module>
main()
File "manage.py", line 17, in main
execute_from_command_line(sys.argv)
File "/usr/local/lib/python3.8/site-packages/django/core/management/__init__.py", line 401, in execute_from_command_line
utility.execute()
File "/usr/local/lib/python3.8/site-packages/django/core/management/__init__.py", line 395, in execute
self.fetch_command(subcommand).run_from_argv(self.argv)
File "/usr/local/lib/python3.8/site-packages/django_extensions/management/commands/shell_plus.py", line 125, in run_from_argv
return super(Command, self).run_from_argv(argv)
File "/usr/local/lib/python3.8/site-packages/django/core/management/base.py", line 328, in run_from_argv
self.execute(*args, **cmd_options)
File "/usr/local/lib/python3.8/site-packages/django/core/management/base.py", line 369, in execute
output = self.handle(*args, **options)
File "/usr/local/lib/python3.8/site-packages/django_extensions/management/utils.py", line 62, in inner
ret = func(self, *args, **kwargs)
File "/usr/local/lib/python3.8/site-packages/django_extensions/management/commands/shell_plus.py", line 517, in handle
shell()
File "/usr/local/lib/python3.8/site-packages/django_extensions/management/commands/shell_plus.py", line 253, in run_notebook
app.initialize(notebook_arguments)
File "<decorator-gen-117>", line 2, in initialize
File "/usr/local/lib/python3.8/site-packages/traitlets/config/application.py", line 87, in catch_config_error
return method(app, *args, **kwargs)
File "/usr/local/lib/python3.8/site-packages/notebook/notebookapp.py", line 1769, in initialize
self.init_webapp()
File "/usr/local/lib/python3.8/site-packages/notebook/notebookapp.py", line 1490, in init_webapp
self.http_server.listen(port, self.ip)
File "/usr/local/lib/python3.8/site-packages/tornado/tcpserver.py", line 151, in listen
sockets = bind_sockets(port, address=address)
File "/usr/local/lib/python3.8/site-packages/tornado/netutil.py", line 174, in bind_sockets
sock.bind(sockaddr)
OSError: [Errno 99] Cannot assign requested address
I was able to figure it out. It is needed to pass some additional notebook arguments for django-extensions
using NOTEBOOK_KERNEL_SPEC_NAMES
:
NOTEBOOK_ARGUMENTS = [
"--ip", "0.0.0.0",
"--port", "8888",
"--allow-root"
]
You also need to add DJANGO_ALLOW_ASYNC_UNSAFE
to your environment variables with value True
. Otherwise, you will get an error while trying to perform queries using Django ORM.
In addition, make sure to expose the port in the container. In my case, I am using a docker-compose.yml
, so it will be:
ports:
- 8000:8000
- 8888:8888 # this is the port at which notebook runs
After setting that, running the following command will work like a charm:
docker-compose exec app python manage.py shell_plus --notebook