Frances Hartwell

After doing some investigation, the main issue is that [pandas does not allow comparisons](https://pandas.pydata.org/docs/user_guide/categorical.html?highlight=categorical#comparisons) between ordered categoricals with different category orderings. This leads to a question: how do we want...

I'm inclined to agree that we shouldn't be comparing across different categories or orderings. I think we're also going to run into the same issue with LessThan and GreaterThan, but...

@R-Palazzo just to respond to some of your considerations: > 1 - NaNs handling: Currently, I don't drop NaN foreign keys I think it might make more sense to treat...

@npatki FYI this appears to happen whenever the sampled `a` value is great than the sampled `b` value

The issue seems to be that sometimes, certain integration tests can take significantly longer on macos as they do on linux. It seems to occur reliably on macos-latest when testing...

Interesting, I tried forcing `macos-14` and the minimum tests on 3.8 had an installation failure. I _can_ reproduce this locally, it seems like our minimum requirements for 3.8 have issues...

Now that datacebo/sdv-enterprise#585, datacebo/sdv-enterprise#578, and datacebo/sdv-enterprise#579 are in can we re-run the experiments to make sure everything works as expected? @lajohn4747 Assuming everything works and no other issues arise, are...

Sample logfile: INFO,Instance,2024-05-15 14:35:34.602861,HMASynthesizer,HMASynthesizer_1.12.2.dev0_6dc42d45ad6044e7a46308596db128ed,,, INFO,Fit,2024-05-15 14:35:38.887712,HMASynthesizer,HMASynthesizer_1.12.2.dev0_6dc42d45ad6044e7a46308596db128ed,2,668,15 INFO,Fit processed data,2024-05-15 14:35:39.201517,HMASynthesizer,HMASynthesizer_1.12.2.dev0_6dc42d45ad6044e7a46308596db128ed,2,668,11 INFO,Sample,2024-05-15 14:35:45.569641,HMASynthesizer,HMASynthesizer_1.12.2.dev0_6dc42d45ad6044e7a46308596db128ed,2,668,15 INFO,Sample,2024-05-15 14:35:48.678179,HMASynthesizer,HMASynthesizer_1.12.2.dev0_6dc42d45ad6044e7a46308596db128ed,2,1336,15 INFO,Instance,2024-05-15 14:36:01.630464,HSASynthesizer,HSASynthesizer_1.12.2.dev0_b1e1003996bf400b8e9f4c4c95b28d0b,,, INFO,Fit,2024-05-15 14:36:01.738376,HSASynthesizer,HSASynthesizer_1.12.2.dev0_b1e1003996bf400b8e9f4c4c95b28d0b,2,668,15 INFO,Fit processed data,2024-05-15 14:36:01.944802,HSASynthesizer,HSASynthesizer_1.12.2.dev0_b1e1003996bf400b8e9f4c4c95b28d0b,2,668,11 INFO,Sample,2024-05-15 14:36:02.827084,HSASynthesizer,HSASynthesizer_1.12.2.dev0_b1e1003996bf400b8e9f4c4c95b28d0b,2,2004,15