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[DOCS] Pandas 3 Compatibility #832

@henrydingliu

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@henrydingliu

We implemented pandas 3 compatibility in the core package. However, there are some leftover snippets in the doc that we need to clean up before we can deprecate pandas 2.

Known work:

  • the ult_val reference mentioned in the discussion
  • adding a doctest in pandas 3 to unit test

will create additional issues as the doctest reveals more

Discussed in #829

Originally posted by henrydingliu May 20, 2026
@genedan will explicitly setting the ult_val using nanosecond, like this section of the doc, cause any problems in pandas 3?

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