Numpy monkey patches

[StephenJamesCashen]

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Ideallypandera doesn't have the numpy monkey patches in _patch_numpy2.py. Had to spend some time this week trying to understand why numpy wasn't behaving as expected.

I imagine this requires updating to pyspark==4.0, I have no knowledge as to how much of a PITA that is, but ideally a public package like this isn't mucking around with other package internals, especially not numpy.

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import numpy as np
np.float_

Expected behavior

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Accessing np.float_ should fail loudly.

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[cosmicBboy]

Thanks for flaggin @StephenJamesCashen, yes the patching of this was for it to work with pyspark, which didn't move to numpy until pyspark==4.0. Working on updating the pyspark integration to support 4.0, after which we can get rid of _patch_numpy2.py.

[StephenJamesCashen]

Awesome, thanks!