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Whats-new for 2023.12.0 (#8532)
* Whats-new for 2023.12.0 * Update doc/whats-new.rst Co-authored-by: Spencer Clark <spencerkclark@gmail.com> * Update doc/whats-new.rst * Update whats-new.rst --------- Co-authored-by: Spencer Clark <spencerkclark@gmail.com>
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doc/whats-new.rst

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np.random.seed(123456)
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.. _whats-new.2023.11.1:
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.. _whats-new.2023.12.0:
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v2023.11.1 (unreleased)
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-----------------------
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v2023.12.0 (2023 Dec 08)
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------------------------
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This release brings new `hypothesis <https://hypothesis.works/>`_ strategies for testing, significantly faster rolling aggregations as well as
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``ffill`` and ``bfill`` with ``numbagg``, a new :py:meth:`Dataset.eval` method, and improvements to
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reading and writing Zarr arrays (including a new ``"a-"`` mode).
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Thanks to our 16 contributors:
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Anderson Banihirwe, Ben Mares, Carl Andersson, Deepak Cherian, Doug Latornell, Gregorio L. Trevisan, Illviljan, Jens Hedegaard Nielsen, Justus Magin, Mathias Hauser, Max Jones, Maximilian Roos, Michael Niklas, Patrick Hoefler, Ryan Abernathey, Tom Nicholas
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New Features
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~~~~~~~~~~~~
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Accessible under :py:mod:`testing.strategies`, and documented in a new page on testing in the User Guide.
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(:issue:`6911`, :pull:`8404`)
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By `Tom Nicholas <https://github.com/TomNicholas>`_.
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- :py:meth:`rolling` uses numbagg <https://github.com/numbagg/numbagg>`_ for
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- :py:meth:`rolling` uses `numbagg <https://github.com/numbagg/numbagg>`_ for
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most of its computations by default. Numbagg is up to 5x faster than bottleneck
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where parallelization is possible. Where parallelization isn't possible — for
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example a 1D array — it's about the same speed as bottleneck, and 2-5x faster
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By `Maximilian Roos <https://github.com/max-sixty>`_.
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- Use a concise format when plotting datetime arrays. (:pull:`8449`).
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By `Jimmy Westling <https://github.com/illviljan>`_.
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- Avoid overwriting unchanged existing coordinate variables when appending by setting ``mode='a-'``.
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- Avoid overwriting unchanged existing coordinate variables when appending with :py:meth:`Dataset.to_zarr` by setting ``mode='a-'``.
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By `Ryan Abernathey <https://github.com/rabernat>`_ and `Deepak Cherian <https://github.com/dcherian>`_.
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- :py:meth:`~xarray.DataArray.rank` now operates on dask-backed arrays, assuming
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the core dim has exactly one chunk. (:pull:`8475`).

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