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Python
fromRealpython
1 day ago

Episode #282: Testing Python Code for Scalability & What's New in pandas 3.0 - The Real Python Podcast

Automated tests should verify algorithmic scaling (Big-O) to detect performance regressions as data grows; pandas 3.0 adds a string dtype, column operations, and Copy-on-Write.
Django
fromPycoders
1 week ago

PyCoder's Weekly | Issue #718

pandas 3.0 adds pd.col expressions, Copy-on-Write semantics, and PyArrow-backed strings for significantly faster, more predictable dataframe and string operations.
Python
fromPycoders
1 month ago

PyCoder's Weekly | Issue #713

Deprecation warnings often fail to reach downstream users; Python 3.14 relocates compression to a new module with zstd, pandas 3.0.0rc0 is out, and functional programming resources and WASI PEP exist.
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