Failed to install FedML with `pip3` on M1 Mac due to `Getting requirements to build wheel did not run successfully`

I just tried installing FedML with `pip3` using `python3.10.10` from Homebrew on macOS 12.6, here is the full output:

```shell
$ pip3 install fedml
Collecting fedml
Using cached fedml-0.7.447-py2.py3-none-any.whl (918 kB)
Requirement already satisfied: PyYAML in /opt/homebrew/lib/python3.10/site-packages (from fedml) (6.0)
Requirement already satisfied: pandas in /opt/homebrew/lib/python3.10/site-packages (from fedml) (1.5.3)
Collecting uvicorn
Using cached uvicorn-0.20.0-py3-none-any.whl (56 kB)
Collecting fastapi==0.92.0
Using cached fastapi-0.92.0-py3-none-any.whl (56 kB)
Requirement already satisfied: matplotlib in /opt/homebrew/lib/python3.10/site-packages (from fedml) (3.7.0)
Requirement already satisfied: tqdm in /opt/homebrew/lib/python3.10/site-packages (from fedml) (4.64.1)
Collecting typing-extensions==4.4.0
Using cached typing_extensions-4.4.0-py3-none-any.whl (26 kB)
Collecting pynvml
Using cached pynvml-11.5.0-py3-none-any.whl (53 kB)
Collecting aiohttp>=3.8.1
Downloading aiohttp-3.8.4-cp310-cp310-macosx_11_0_arm64.whl (336 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 336.9/336.9 kB 393.7 kB/s eta 0:00:00
Collecting wandb==0.13.2
Using cached wandb-0.13.2-py2.py3-none-any.whl (1.8 MB)
Collecting eciespy
Using cached eciespy-0.3.13-py3-none-any.whl (11 kB)
Collecting ntplib
Downloading ntplib-0.4.0-py2.py3-none-any.whl (6.8 kB)
Requirement already satisfied: click in /opt/homebrew/lib/python3.10/site-packages (from fedml) (8.1.3)
Collecting networkx
Downloading networkx-3.0-py3-none-any.whl (2.0 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.0/2.0 MB 3.5 MB/s eta 0:00:00
Collecting attrdict
Downloading attrdict-2.0.1-py2.py3-none-any.whl (9.9 kB)
Collecting python-rapidjson>=0.9.1
Downloading python-rapidjson-1.9.tar.gz (223 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 223.1/223.1 kB 6.5 MB/s eta 0:00:00
Preparing metadata (setup.py) ... done
Collecting multiprocess
Using cached multiprocess-0.70.14-py310-none-any.whl (134 kB)
Collecting wget
Using cached wget-3.2.zip (10 kB)
Preparing metadata (setup.py) ... done
Requirement already satisfied: numpy in /opt/homebrew/lib/python3.10/site-packages (from fedml) (1.24.2)
Collecting httpx
Using cached httpx-0.23.3-py3-none-any.whl (71 kB)
Collecting redis
Downloading redis-4.5.1-py3-none-any.whl (238 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 238.5/238.5 kB 6.3 MB/s eta 0:00:00
Collecting gensim
Downloading gensim-4.3.0-cp310-cp310-macosx_10_9_universal2.whl (24.5 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 24.5/24.5 MB 4.8 MB/s eta 0:00:00
Collecting geventhttpclient<=2.0.2,>=1.4.4
Downloading geventhttpclient-2.0.2-cp310-cp310-macosx_11_0_arm64.whl (41 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 41.4/41.4 kB 974.4 kB/s eta 0:00:00
Collecting numpy
Using cached numpy-1.21.0.zip (10.3 MB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> [76 lines of output]
:63: RuntimeWarning: NumPy 1.21.0 may not yet support Python 3.10.
Running from numpy source directory.
running egg_info
running build_src
build_src
creating numpy.egg-info
writing numpy.egg-info/PKG-INFO
writing dependency_links to numpy.egg-info/dependency_links.txt
writing entry points to numpy.egg-info/entry_points.txt
writing top-level names to numpy.egg-info/top_level.txt
writing manifest file 'numpy.egg-info/SOURCES.txt'
/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py:661: SetuptoolsDeprecationWarning: Custom 'build_py' does not implement 'get_data_files_without_manifest'.
Please extend command classes from setuptools instead of distutils.
warnings.warn(
unifing config_cc, config, build_clib, build_ext, build commands --compiler options
unifing config_fc, config, build_clib, build_ext, build commands --fcompiler options
Traceback (most recent call last):
File "/opt/homebrew/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 353, in
main()
File "/opt/homebrew/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 335, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/opt/homebrew/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 118, in get_requires_for_build_wheel
return hook(config_settings)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/build_meta.py", line 338, in get_requires_for_build_wheel
return self._get_build_requires(config_settings, requirements=['wheel'])
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/build_meta.py", line 320, in _get_build_requires
self.run_setup()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/build_meta.py", line 484, in run_setup
super(_BuildMetaLegacyBackend,
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/build_meta.py", line 335, in run_setup
exec(code, locals())
File "", line 447, in
File "", line 439, in setup_package
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/__init__.py", line 108, in setup
return distutils.core.setup(**attrs)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/dist.py", line 1221, in run_command
super().run_command(command)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/private/var/folders/g4/csj76blj7wn1hpq049gv1wjw0000gn/T/pip-install-m0okm9y5/numpy_cb22649a4595424e8e91c8a547481339/numpy/distutils/command/egg_info.py", line 25, in run
_egg_info.run(self)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py", line 318, in run
self.find_sources()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py", line 326, in find_sources
mm.run()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py", line 570, in run
self.add_defaults()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py", line 608, in add_defaults
sdist.add_defaults(self)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/sdist.py", line 107, in add_defaults
self._add_defaults_build_sub_commands()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/sdist.py", line 127, in _add_defaults_build_sub_commands
self.filelist.extend(chain.from_iterable(files))
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/egg_info.py", line 513, in extend
self.files.extend(filter(self._safe_path, paths))
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/sdist.py", line 126, in
files = (c.get_source_files() for c in cmds if hasattr(c, "get_source_files"))
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/command/sdist.py", line 125, in
cmds = (self.get_finalized_command(c) for c in missing_cmds)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 305, in get_finalized_command
cmd_obj.ensure_finalized()
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 111, in ensure_finalized
self.finalize_options()
File "/private/var/folders/g4/csj76blj7wn1hpq049gv1wjw0000gn/T/pip-install-m0okm9y5/numpy_cb22649a4595424e8e91c8a547481339/numpy/distutils/command/config_compiler.py", line 69, in finalize_options
v = getattr(c, a)
File "/private/var/folders/g4/csj76blj7wn1hpq049gv1wjw0000gn/T/pip-build-env-eqzb_efe/overlay/lib/python3.10/site-packages/Cython/Distutils/old_build_ext.py", line 157, in __getattr__
return _build_ext.build_ext.__getattr__(self, name)
File "/opt/homebrew/Cellar/python@3.10/3.10.10_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 107, in __getattr__
raise AttributeError(attr)
AttributeError: fcompiler. Did you mean: 'compiler'?
[end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
error: subprocess-exited-with-error

× Getting requirements to build wheel did not run successfully.
│ exit code: 1
╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip.
```

This seems to suggest that FedML is using NumPy 1.21.0 which does not support Python3.10.