Check library import after Pypi upload

[rlouf]

Should allow us catch issues such as #223.

[thomaspinder]

Hey @rlouf

I've pinned BlackJax version 0.8.2 in GPJax, but we're still getting import errors similar to those in #223. Any ideas how this can be resolved?

https://gpjax--79.org.readthedocs.build/en/79/nbs/classification.html

[junpenglao]

@thomaspinder Could you add jaxopt to your dependence? Sorry about breaking your side!

[thomaspinder]

Thanks! That seems to have fixed it.

Is there any view to adding jaxopt to the dependencies of BlackJax?

[rlouf]

Yes this was raised in #212. We're ready to include jax, jaxlib and jaxopt as dependencies now.

[rlouf]

PyMC checks that the package has been uploaded. We can run python -c "import blackjax" afterwards.

[rlouf]

The current test fails:

ERROR: Could not find a version that satisfies the requirement blackjax==.8.3 (from versions: 0.1, 0.2, 0.2.1, 0.3.0, 0.4.0, 0.5.0, 0.6.0, 0.7.0, 0.8.0, 0.8.1, 0.8.2, 0.8.3)
ERROR: No matching distribution found for blackjax==.8.3

the reason being that blackjax==${GITHUB_REF:11} should be replaced with blackjax==${GITHUB_REF:10}