Thanks! Apache Arrow may also be worth a look:

> Apache Arrow is a cross-language development platform for in-memory data.
It specifies a standardized language-independent columnar memory format for
flat and hierarchical data, organized for efficient analytic operations on
modern hardware. It also provides computational libraries and zero-copy
streaming messaging and interprocess communication.

> The Arrow Python bindings have first-class integration with NumPy,
pandas, and built-in Python objects

https://arrow.apache.org/docs/python/

Pickle supports arbitrary Python objects without any schema definition
(other than that what's defined in the object's __reduce__()
and __reduce_ex__())

On Wednesday, January 16, 2019, Antoine Pitrou <solip...@pitrou.net> wrote:

>
> Hello,
>
> For the record, the pickle5 backport (PEP 574) was updated to include
> the latest pickle changes from CPython git master.
>
> pickle5 is available for Python 3.6 and 3.7.
> https://pypi.org/project/pickle5/
>
> Regards
>
> Antoine.
>
>
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