Feature: migrate to numpy v2.0.0

PyLops / pylops

PyLops – A Linear-Operator Library for Python

https://pylops.readthedocs.io

GNU Lesser General Public License v3.0

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Feature: migrate to numpy v2.0.0 #596

Closed mrava87 closed 3 months ago

mrava87 commented 4 months ago

This PR aims to allow users to use pylops with numpy>=2.0.0.

Currently we need to make the following work-arounds:

disable tests for spgl1 until new release of spgl1 library
disable tests for DTCWT until new release of dtcwt library
disable tests for TorchOperator in darwin os (currently torch does give this error RuntimeError: Numpy is not available)

mrava87 commented 4 months ago

@cako can you please quickly review this one, so we can make a new release that works with numpy v2

cako commented 3 months ago

@mrava87 Apparently dtcwt has been archived. The new version lives in: https://github.com/xir4n/dtcwt

We might want to support that fork instead.

EDIT: Just saw that the fork is the one being used in PyPI. Nevermind!

mrava87 commented 3 months ago

@mrava87 Apparently dtcwt has been archived. The new version lives in: https://github.com/xir4n/dtcwt

We might want to support that fork instead.

EDIT: Just saw that the fork is the one being used in PyPI. Nevermind!

I saw this... it 'happened' as soon as I opened an Issue about numpy2 (https://github.com/rjw57/dtcwt/issues/149).... now, I cannot reply anymore to this Issue thread and the fork does not have Issues (since it is a fork), so we seem to have lost all ways to communicate. I suggest that we keep this for now, it would not affect people using pylops, and consider ditching dtcwt all together in a few months if the library does not update to support numpy2. What do you think?

cako commented 3 months ago

I don't mind keeping it. If it becomes a pain to maintain, we can remove it in the future.