MNT Update to Pyodide 0.24

[betatim]

Reference Issues/PRs

closes ##26763

What does this implement/fix? Explain your changes.

This changes the version of pyodide used to 0.24.0.

Any other comments?

I grepped the repo for 0.23.4 (previous version) and pyodide to find all the places where the version needs changing. These are the only places I found. Does someone know if there are more?

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[adrinjalali]

duplicate of #27346 ?

[betatim]

Kind of, I think #27346 tries to do more than this PR.

[lesteve]

Thanks for the PR, a few comments:

• jupyter-lite.json sets the Pyodide version that is used (hence also the scikit-learn version, Pyodide 0.24 has scikit-learn 1.3.0) when you click on the JupyterLite button in a gallery example
• the one in azure-pipelines.yml is for building a scikit-learn wheel. Right now there is a bug in pyodide-build 0.24.0 see Fix replacing local include paths pyodide/pyodide#4136, so I reverted this part which would make the Pyodide build fail. The Pyodide build is similar to the scipy-dev one and gets run in PRs only if you add [pyodide] in the commit message
• CI Run test suite inside Pyodide #27346 aims at running the scikit-learn tests inside Pyodide which should pass except a few tests to xfail because of Pyodide limitations

[betatim]

• jupyter-lite.json sets the Pyodide version that is used (hence also the scikit-learn version, Pyodide 0.24 has scikit-learn 1.3.0) when you click on the JupyterLite button in a gallery example

It is pretty cool (and makes sense :D) that there is just that one thing to change to get a different version of pyodide for our built docs. Almost too easy.

Should we merge this PR then to get the example gallery working with 1.3.0?

@glemaitre if we merge this, do I need to do something to get it included in the 1.3.1 release? (this time maybe pinging you is enough, but in the future is there something I can do?)

[lesteve]

Let me test it locally before merging (due to CircleCI limitations the JupyterLite button does not work in CircleCI artifacts 😢)

[ogrisel]

Assuming Loic's local build yield the expected result, LGTM as well.

[lesteve]

So trying to build locally and test the JupyterLite, it seems there are some issues that need to be looked at.

The first one is that Pyodide 0.24 has been fixed in jupyterlite-pyodide-kernel 0.1.2 (see jupyterlite/pyodide-kernel#62). Trying to update the lock file I then get issues during the sphinx doc build which I don't understand yet ...

[lesteve]

I pushed a lock file update for the doc build and enabled auto-merge.

The local issues I was noticing were due to something weird in my local setup ...

[ogrisel]

This needs to be backported to 1.3.X probably.

[lesteve]

FYI, I double-checked and it seems like this works on the scikit-learn dev website: https://scikit-learn.org/dev/lite/lab/?path=auto_examples/release_highlights/plot_release_highlights_1_3_0.ipynb

scikit-learn version is indeed 1.3.0.