[Bug]: Plotly output inline (in jupyterlab mode) doesn't work (only able to write plots to external html with full path)

[ppenguin]

Current Behavior

When trying to make plots in a jupyter python notebook with plotly, only explorting the plot to html work.

Given the following config:

{pkgs, ...}: {
  kernel.python.plotly = {
    enable = true;
    displayName = "Plotly Graph Tester";
    extraPackages = ps:
      with ps; [
        numpy
        scipy
        plotly
        pandas
        odfpy
        nbformat
        chart-studio
        ipywidgets
      ];
  };
}

The following example plot

import plotly.express as px
import plotly.io as pio

pio.renderers.default = "jupyterlab"

df = px.data.gapminder()
fig = px.scatter(df, x="gdpPercap", y="lifeExp", animation_frame="year", animation_group="country",
           size="pop", color="continent", hover_name="country",
           log_x=True, size_max=55, range_x=[100,100000], range_y=[25,90])

fig.show()

fails with (browser console output):

Traceback (most recent call last):
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/tornado/web.py", line 1711, in _execute
    result = method(*self.path_args, **self.path_kwargs)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/tornado/web.py", line 3208, in wrapper
    return method(self, *args, **kwargs)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/auth/decorator.py", line 63, in inner
    return method(self, *args, **kwargs)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/services/config/handlers.py", line 40, in patch
    section = self.config_manager.update(section_name, new_data)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/services/config/manager.py", line 38, in update
    return self.write_config_manager.update(section_name, new_data)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/config_manager.py", line 129, in update
    self.set(section_name, data)
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/config_manager.py", line 108, in set
    self.ensure_config_dir_exists()
  File "/nix/store/i2ihlpzkbcysdyq8srhh3xlpmv6cskgy-python3-3.10.9-env/lib/python3.10/site-packages/jupyter_server/config_manager.py", line 62, in ensure_config_dir_exists
    os.makedirs(self.config_dir, 0o755)
  File "/nix/store/abax98471z8fshv4b9p46bkh3lxmpy0z-python3-3.10.9/lib/python3.10/os.py", line 225, in makedirs
    mkdir(name, mode)
OSError: [Errno 30] Read-only file system: '/nix/store/ka67xr3wflf6r3x26mplrzc665y1lix4-jupyter-dir/config/serverconfig'

The only way to actually get a plot I can see is to do:

import plotly.express as px
import plotly.io as pio
import plotly.offline as po

df = px.data.gapminder()
fig = px.scatter(df, x="gdpPercap", y="lifeExp", animation_frame="year", animation_group="country",
           size="pop", color="continent", hover_name="country",
           log_x=True, size_max=55, range_x=[100,100000], range_y=[25,90])

po.plot(fig, filename='/home/jeroen/devel/playgnd/jupyenv/plotly/test3.html')

and open the html in a browser.

Expected Behavior

Using

pio.renderers.default = "jupyterlab"

renders the plot in the notebook.

Steps To Reproduce

Run flake with above kernel config.

OS

- system: `"x86_64-linux"`
 - host os: `Linux 6.10.9-zen1, NixOS, 24.11 (Vicuna), 24.11.20241009.5633bcf`
 - multi-user?: `yes`
 - sandbox: `yes`
 - version: `nix-env (Lix, like Nix) 2.91.0
System type: x86_64-linux
Additional system types: aarch64-linux, i686-linux
Features: gc, signed-caches
System configuration file: /etc/nix/nix.conf

### Version

master

### Additional Context

This seems to be a broader issue with any packages expecting to write to the python environment.
Probably the "correct" way to solve this is to be able to provide a "normal" (i.e. non-nix-store) state-directory that extensions should write to.

### Relevant log output

_No response_