Numpy 2.0 error on Shiny Python template in Spaces

I wanted to try out deploying a spaces app and chose the Python Shiny template option.

This then errored because of a Numpy 1 vs 2 issue.

Can you fix the Spaces template please?

===== Application Startup at 2024-07-20 10:17:32 =====


A module that was compiled using NumPy 1.x cannot be run in
NumPy 2.0.0 as it may crash. To support both 1.x and 2.x
versions of NumPy, modules must be compiled with NumPy 2.0.
Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.

If you are a user of the module, the easiest solution will be to
downgrade to 'numpy<2' or try to upgrade the affected module.
We expect that some modules will need time to support NumPy 2.

Traceback (most recent call last):  File "/usr/local/bin/shiny", line 8, in <module>
    sys.exit(main())
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1157, in __call__
    return self.main(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1078, in main
    rv = self.invoke(ctx)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1688, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1434, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 783, in invoke
    return __callback(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/shiny/_main.py", line 175, in run
    return run_app(
  File "/usr/local/lib/python3.9/site-packages/shiny/_main.py", line 357, in run_app
    uvicorn.run(  # pyright: ignore[reportUnknownMemberType]
  File "/usr/local/lib/python3.9/site-packages/uvicorn/main.py", line 577, in run
    server.run()
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 65, in run
    return asyncio.run(self.serve(sockets=sockets))
  File "/usr/local/lib/python3.9/asyncio/runners.py", line 44, in run
    return loop.run_until_complete(main)
  File "/usr/local/lib/python3.9/asyncio/base_events.py", line 634, in run_until_complete
    self.run_forever()
  File "/usr/local/lib/python3.9/asyncio/base_events.py", line 601, in run_forever
    self._run_once()
  File "/usr/local/lib/python3.9/asyncio/base_events.py", line 1905, in _run_once
    handle._run()
  File "/usr/local/lib/python3.9/asyncio/events.py", line 80, in _run
    self._context.run(self._callback, *self._args)
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 69, in serve
    await self._serve(sockets)
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 76, in _serve
    config.load()
  File "/usr/local/lib/python3.9/site-packages/uvicorn/config.py", line 434, in load
    self.loaded_app = import_from_string(self.app)
  File "/usr/local/lib/python3.9/site-packages/uvicorn/importer.py", line 19, in import_from_string
    module = importlib.import_module(module_str)
  File "/usr/local/lib/python3.9/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "/code/app.py", line 3, in <module>
    import matplotlib.colors as mpl_colors
  File "/usr/local/lib/python3.9/site-packages/matplotlib/__init__.py", line 131, in <module>
    from . import _api, _version, cbook, _docstring, rcsetup
  File "/usr/local/lib/python3.9/site-packages/matplotlib/rcsetup.py", line 27, in <module>
    from matplotlib.colors import Colormap, is_color_like
  File "/usr/local/lib/python3.9/site-packages/matplotlib/colors.py", line 56, in <module>
    from matplotlib import _api, _cm, cbook, scale
  File "/usr/local/lib/python3.9/site-packages/matplotlib/scale.py", line 22, in <module>
    from matplotlib.ticker import (
  File "/usr/local/lib/python3.9/site-packages/matplotlib/ticker.py", line 138, in <module>
    from matplotlib import transforms as mtransforms
  File "/usr/local/lib/python3.9/site-packages/matplotlib/transforms.py", line 49, in <module>
    from matplotlib._path import (
AttributeError: _ARRAY_API not found
Traceback (most recent call last):
  File "/usr/local/bin/shiny", line 8, in <module>
    sys.exit(main())
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1157, in __call__
    return self.main(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1078, in main
    rv = self.invoke(ctx)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1688, in invoke
    return _process_result(sub_ctx.command.invoke(sub_ctx))
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 1434, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/usr/local/lib/python3.9/site-packages/click/core.py", line 783, in invoke
    return __callback(*args, **kwargs)
  File "/usr/local/lib/python3.9/site-packages/shiny/_main.py", line 175, in run
    return run_app(
  File "/usr/local/lib/python3.9/site-packages/shiny/_main.py", line 357, in run_app
    uvicorn.run(  # pyright: ignore[reportUnknownMemberType]
  File "/usr/local/lib/python3.9/site-packages/uvicorn/main.py", line 577, in run
    server.run()
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 65, in run
    return asyncio.run(self.serve(sockets=sockets))
  File "/usr/local/lib/python3.9/asyncio/runners.py", line 44, in run
    return loop.run_until_complete(main)
  File "/usr/local/lib/python3.9/asyncio/base_events.py", line 647, in run_until_complete
    return future.result()
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 69, in serve
    await self._serve(sockets)
  File "/usr/local/lib/python3.9/site-packages/uvicorn/server.py", line 76, in _serve
    config.load()
  File "/usr/local/lib/python3.9/site-packages/uvicorn/config.py", line 434, in load
    self.loaded_app = import_from_string(self.app)
  File "/usr/local/lib/python3.9/site-packages/uvicorn/importer.py", line 19, in import_from_string
    module = importlib.import_module(module_str)
  File "/usr/local/lib/python3.9/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "<frozen importlib._bootstrap>", line 1030, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1007, in _find_and_load
  File "<frozen importlib._bootstrap>", line 986, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 680, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 850, in exec_module
  File "<frozen importlib._bootstrap>", line 228, in _call_with_frames_removed
  File "/code/app.py", line 3, in <module>
    import matplotlib.colors as mpl_colors
  File "/usr/local/lib/python3.9/site-packages/matplotlib/__init__.py", line 131, in <module>
    from . import _api, _version, cbook, _docstring, rcsetup
  File "/usr/local/lib/python3.9/site-packages/matplotlib/rcsetup.py", line 27, in <module>
    from matplotlib.colors import Colormap, is_color_like
  File "/usr/local/lib/python3.9/site-packages/matplotlib/colors.py", line 56, in <module>
    from matplotlib import _api, _cm, cbook, scale
  File "/usr/local/lib/python3.9/site-packages/matplotlib/scale.py", line 22, in <module>
    from matplotlib.ticker import (
  File "/usr/local/lib/python3.9/site-packages/matplotlib/ticker.py", line 138, in <module>
    from matplotlib import transforms as mtransforms
  File "/usr/local/lib/python3.9/site-packages/matplotlib/transforms.py", line 49, in <module>
    from matplotlib._path import (
ImportError: numpy.core.multiarray failed to import