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dfm / emcee

The Python ensemble sampling toolkit for affine-invariant MCMC
https://emcee.readthedocs.io
MIT License
1.47k stars 430 forks source link

New release to prepare for numpy 2 #515

Closed MuellerSeb closed 7 months ago

MuellerSeb commented 7 months ago

Since the first release candidate of numpy 2 is out (numpy 2.0.0rc1) and the ABI is stable with that, packages start building against numpy 2 (e.g. scipy) to have a smooth transition once the release is out.

Since #510 is merge and #509 is solved, it would be good to have a release of emcee that is ready for numpy 2 so dependent packages like GSTools can also start building against numpy 2 and also test it.

Could you create such a release in the near future or are there any other things blocking a new release of emcee?

ATM we have to use a hack to install the current develop version of emcee to test our package in the CI (link)

Thanks!

dfm commented 7 months ago

Done: https://pypi.org/project/emcee/3.1.5/

Please report back if there are any issues!

jwhhh commented 7 months ago

Hi team, I haven't looked into the details yet, but emcee v3.1.5 seems to conflict with numpy v1.24.4 (the highest numpy version under python 3.8). I get the following error message under the mentioned version:

AttributeError: module 'numpy' has no attribute 'exceptions'

Is there any possible fix (e.g. specifying emcee v3.1.5 to only require numpy >= 2, or do I have to just wait for numpy to officially release the new major version?

andyfaff commented 7 months ago

You can install the numpy 2.0.0 release candidate from pypi, but only for python>=3.9.

MuellerSeb commented 7 months ago

You need at least numpy 1.25.0: https://numpy.org/doc/1.25/release/1.25.0-notes.html#numpy-now-has-an-np-exceptions-namespace

There should be a workaround to support earlier versions. Will do a PR.

MuellerSeb commented 7 months ago

@dfm this should get another bug fix release, since emcee 3.1.5 unintentionally dropped support for a lot of numpy versions.