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I hope this shores up the CI. What do you think @leng-yue ?
Besides fixing the python version inconsistencies I created, I think the python 3.7 macos-latest job failed because of this: actions/setup-python#808
It looks like a new macos-latest was introduced that didn't have support for python <3.10. In the issue they mention it should be supported now, but they don't really talk about anything less than 3.8. Fortunately, that's our new minimum.
Although it might not be necessary, I hope that upgrading the setup-python actions to v5 guarantees this is fixed. My understanding of that is very surface level, but hopefully I don't need to go any deeper.