Dependency need update

[yinxiangshi]

Issue description

On anaconda, snorkel requires numpy=1.19.5, on Apple m chip, NumPy in such version can not work. I am testing if snorkel works with apple metal GPU acceleration.

Code example/repro steps

import numpy
Traceback (most recent call last):
  File "/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/__init__.py", line 22, in <module>
    from . import multiarray
  File "/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/multiarray.py", line 12, in <module>
    from . import overrides
  File "/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/overrides.py", line 7, in <module>
    from numpy.core._multiarray_umath import (
ImportError: dlopen(/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so, 0x0002): Library not loaded: '@rpath/libcblas.3.dylib'
  Referenced from: '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so'
  Reason: tried: '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/bin/../lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/bin/../lib/libcblas.3.dylib' (no such file), '/usr/local/lib/libcblas.3.dylib' (no such file), '/usr/lib/libcblas.3.dylib' (no such file)

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/__init__.py", line 140, in <module>
    from . import core
  File "/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/__init__.py", line 48, in <module>
    raise ImportError(msg)
ImportError:

IMPORTANT: PLEASE READ THIS FOR ADVICE ON HOW TO SOLVE THIS ISSUE!

Importing the numpy C-extensions failed. This error can happen for
many reasons, often due to issues with your setup or how NumPy was
installed.

We have compiled some common reasons and troubleshooting tips at:

    https://numpy.org/devdocs/user/troubleshooting-importerror.html

Please note and check the following:

  * The Python version is: Python3.9 from "/Users/jhj/anaconda3/envs/snorkel/bin/python"
  * The NumPy version is: "1.19.5"

and make sure that they are the versions you expect.
Please carefully study the documentation linked above for further help.

Original error was: dlopen(/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so, 0x0002): Library not loaded: '@rpath/libcblas.3.dylib'
  Referenced from: '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/_multiarray_umath.cpython-39-darwin.so'
  Reason: tried: '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/lib/python3.9/site-packages/numpy/core/../../../../libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/bin/../lib/libcblas.3.dylib' (no such file), '/Users/jhj/anaconda3/envs/snorkel/bin/../lib/libcblas.3.dylib' (no such file), '/usr/local/lib/libcblas.3.dylib' (no such file), '/usr/lib/libcblas.3.dylib' (no such file)

System info

• How you installed Snorkel (conda, pip, source): conda
• OS: MacOS 12.6
• Python version: 3.9
• Snorkel version: 0.9.9

Additional context

I did the following test:

install NumPy before installing the snorkel, the NumPy can work.

After installing the snorkel, the NumPy will downgrade to 1.19.5, then the NumPy can not work.

[yinxiangshi]

I will try to solve this issue, and test for metal GPU acceleration.

[yinxiangshi]

@rjurney Do u wanna take a look?

[github-actions[bot]]

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