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Copy file name to clipboardExpand all lines: doc/source/whatsnew/v0.18.0.txt
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.. _whatsnew_0180:
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v0.18.0 (January ??, 2016)
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--------------------------
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v0.18.0 (February ??, 2016)
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---------------------------
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This is a major release from 0.17.1 and includes a small number of API changes, several new features,
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enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
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- ``pd.test()`` top-level nose test runner is available (:issue:`4327`)
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- Adding support for a ``RangeIndex`` as a specialized form of the ``Int64Index`` for memory savings, see :ref:`here <whatsnew_0180.enhancements.rangeindex>`.
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Check the :ref:`API Changes <whatsnew_0180.api>` and :ref:`deprecations <whatsnew_0180.deprecations>` before updating.
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Check the :ref:`API Changes <whatsnew_0180.api_breaking>` and :ref:`deprecations <whatsnew_0180.deprecations>` before updating.
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.. contents:: What's new in v0.18.0
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:local:
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s.index
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s.index.nbytes
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.. _whatsnew_0180.enhancements.other:
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Other enhancements
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^^^^^^^^^^^^^^^^^^
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- Handle truncated floats in SAS xport files (:issue:`11713`)
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- Added option to hide index in ``Series.to_string`` (:issue:`11729`)
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- ``read_excel`` now supports s3 urls of the format ``s3://bucketname/filename`` (:issue:`11447`)
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- A simple version of ``Panel.round()`` is now implemented (:issue:`11763`)
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- For Python 3.x, ``round(DataFrame)``, ``round(Series)``, ``round(Panel)`` will work (:issue:`11763`)
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- ``DataFrame`` has gained a ``_repr_latex_`` method in order to allow for automatic conversion to latex in a ipython/jupyter notebook using nbconvert. Options ``display.latex.escape`` and ``display.latex.longtable`` have been added to the configuration and are used automatically by the ``to_latex`` method. (:issue:`11778`)
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- ``sys.getsizeof(obj)`` returns the memory usage of a pandas object, including the
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values it contains (:issue:`11597`)
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- ``Series`` gained an ``is_unique`` attribute (:issue:`11946`)
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- ``DataFrame.quantile`` and ``Series.quantile`` now accept ``interpolation`` keyword (:issue:`10174`).
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- ``DataFrame.select_dtypes`` now allows the ``np.float16`` typecode (:issue:`11990`)
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.. _whatsnew_0180.enhancements.rounding:
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Datetimelike rounding
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s
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s.dt.round('D')
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.. _whatsnew_0180.enhancements.other:
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Other enhancements
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^^^^^^^^^^^^^^^^^^
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- Handle truncated floats in SAS xport files (:issue:`11713`)
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- Added option to hide index in ``Series.to_string`` (:issue:`11729`)
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- ``read_excel`` now supports s3 urls of the format ``s3://bucketname/filename`` (:issue:`11447`)
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- A simple version of ``Panel.round()`` is now implemented (:issue:`11763`)
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- For Python 3.x, ``round(DataFrame)``, ``round(Series)``, ``round(Panel)`` will work (:issue:`11763`)
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- ``DataFrame`` has gained a ``_repr_latex_`` method in order to allow for automatic conversion to latex in a ipython/jupyter notebook using nbconvert. Options ``display.latex.escape`` and ``display.latex.longtable`` have been added to the configuration and are used automatically by the ``to_latex`` method. (:issue:`11778`)
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- ``sys.getsizeof(obj)`` returns the memory usage of a pandas object, including the
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values it contains (:issue:`11597`)
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- ``Series`` gained an ``is_unique`` attribute (:issue:`11946`)
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- ``DataFrame.quantile`` and ``Series.quantile`` now accept ``interpolation`` keyword (:issue:`10174`).
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- ``DataFrame.select_dtypes`` now allows the ``np.float16`` typecode (:issue:`11990`)
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.. _whatsnew_0180.api_breaking:
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Backwards incompatible API changes
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- Bug in ``Series`` constructor with read-only data (:issue:`11502`)
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- Bug in ``.loc`` setitem indexer preventing the use of a TZ-aware DatetimeIndex (:issue:`12050`)
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- Big in ``.style`` indexes and multi-indexes not appearing (:issue:`11655`)
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- Bug in ``.style`` indexes and multi-indexes not appearing (:issue:`11655`)
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- Bug in ``.skew`` and ``.kurt`` due to roundoff error for highly similar values (:issue:`11974`)
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