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#pyarrow

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Kai

If the purpose of a library is to "process and transport large data sets" but the code base contains an error message like "array cannot contain more than 2147483646 bytes" then there must be a big misunderstanding somewhere. #pyarrow

Alexandre B A Villares 🐍

#TalkPythonToMe 503: The #PyArrow Revolution

Episode webpage: talkpython.fm/episodes/show/50

Media file: talkpython.fm/episodes/downloa

talkpython.fmThe PyArrow RevolutionPandas is at a the core of virtually all data science done in Python, that is virtually all data science. Since it's beginning, Pandas has been based upon numpy. But changes are afoot to update those internals and you can now optionally use PyArrow. PyArrow comes with a ton of benefits including it's columnar format which makes answering analytical questions faster, support for a range of high performance file formats, inter-machine data streaming, faster file IO and more. Reuven Lerner is here to give us the low-down on the PyArrow revolution.
#PyConUS#Python#pandas
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