pandas2
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wesm
Design documents and code for the pandas 2.0 effort.
Obvious / currently supported [see here](https://wesm.github.io/pandas2-design/internal-architecture.html#high-level-logical-type-proposal) xref #20 - integer - unsigned integer - float - complex - boolean - datetime (ns) - datetime w/tz (ns) - timedelta (ns) -...
Rs "new" pipes combined with easily added functions more or less made Rs data handling much easier to read and to extend than pandas. The advantage is IMO twofold: -...
pandas already supports lazy evaluation via numexpr. adding numba allows the possibility of generation of lazy expressions (and recent versions support ahead-of-time compilation). I would simply make these requirements; they...
Placeholder for this part of the project
I will work on a full document for this to get the conversation started, but this can be the placeholder for our discussion about COW
I really like the proposal so far 👍 Are there any plans to provide a semi-stable C++/Cython API that could be used by other projects for things beyond simple pandas...
I was poking around pandas to see if someone had implemented the equivalent of a vectorized if-then-else. For example, similar to `np.where`, but pandas friendly ``` python df['category'].isin(values).ifelse(df.group_a, df.group_b) ```...
xref #9 Maybe we can collect a list of pandas issues that have happened in and around this. - https://github.com/pydata/pandas/issues/14170 I've found it's valuable to be able to consistently compute...
pandas would potentially benefit from a more efficient decimal dtype, possibly using libmpdec (what CPython uses internally) for the internal implementation.