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sirh/venv/lib/python3.12/site-packages/pandas/_libs/arrays.cpython-312-x86_64-linux-gnu.so

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2026-04-29 11:52:03 +02:00
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Implementing these methods in cython improves performance quite a bit.
import pandas as pd
from pandas._libs.arrays import NDArrayBacked as cls
dti = pd.date_range("2016-01-01", periods=3)
dta = dti._data
arr = dta._ndarray
obj = cls._simple_new(arr, arr.dtype)
# for foo in [arr, dta, obj]: ...
%timeit foo.copy()
299 ns ± 30 ns per loop # <-- arr underlying ndarray (for reference)
530 ns ± 9.24 ns per loop # <-- dta with cython NDArrayBacked
1.66 µs ± 46.3 ns per loop # <-- dta without cython NDArrayBacked
328 ns ± 5.29 ns per loop # <-- obj with NDArrayBacked.__cinit__
371 ns ± 6.97 ns per loop # <-- obj with NDArrayBacked._simple_new
%timeit foo.T
125 ns ± 6.27 ns per loop # <-- arr underlying ndarray (for reference)
226 ns ± 7.66 ns per loop # <-- dta with cython NDArrayBacked
911 ns ± 16.6 ns per loop # <-- dta without cython NDArrayBacked
215 ns ± 4.54 ns per loop # <-- obj with NDArrayBacked._simple_new
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   [ 3N08"(o 8$
Construct a new ExtensionArray `new_array` with `arr` as its _ndarray.
The returned array has the same dtype as self.
Caller is responsible for ensuring `values.dtype == self._ndarray.dtype`.
This should round-trip:
self == self._from_backing_data(self._ndarray)
Cython implementations for internal ExtensionArrays.
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