Path: csiph.com!news.swapon.de!fu-berlin.de!uni-berlin.de!not-for-mail From: Jeff Reback Newsgroups: comp.lang.python.announce Subject: ANN: pandas v0.18.0 Final released Date: Sat, 12 Mar 2016 11:13:49 -0500 Lines: 196 Approved: python-announce-list@python.org Message-ID: Reply-To: jeff@reback.net Mime-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: quoted-printable X-Trace: news.uni-berlin.de PvcEwKIALE8UWQyN+BlFcwXOkokX1dR+heYKjjoDhDIg== Return-Path: X-Original-To: python-announce-list@python.org Delivered-To: python-announce-list@mail.python.org X-Spam-Status: OK 0.006 X-Spam-Evidence: '*H*': 0.99; '*S*': 0.00; 'url:pypi': 0.03; 'jeff': 0.04; '<>,': 0.07; 'deprecated': 0.07; 'indexing': 0.07; 'method,': 0.07; 'objects,': 0.07; 'pypi': 0.07; 'shannon': 0.07; 'subject:ANN': 0.07; 'subject:released': 0.07; 'tom': 0.07; 'wang': 0.07; 'api': 0.09; 'high-level': 0.09; 'macosx': 0.09; 'positional': 0.09; 'url:github': 0.09; 'bug': 0.10; 'python': 0.10; 'python.': 0.11; 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Sat, 12 Mar 2016 08:13:50 -0800 (PST) X-Mailman-Approved-At: Sun, 13 Mar 2016 07:58:37 -0400 X-Content-Filtered-By: Mailman/MimeDel 2.1.21 X-BeenThere: python-announce-list@python.org X-Mailman-Version: 2.1.21 Precedence: list List-Id: Announcement-only list for the Python programming language List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Xref: csiph.com comp.lang.python.announce:2069 Hi, This is a major release from 0.17.1 and includes a small number of API changes, several new features, enhancements, and performance improvements along with a large number of bug fixes. We recommend that all users upgrade to this version. This was a release of 3.5 months with 381 commits by 100 authors encompassing 465 issues and 290 pull-requests. *What is it:* *pandas* is a Python package providing fast, flexible, and expressive data structures designed to make working with =E2=80=9Crelational=E2=80=9D or = =E2=80=9Clabeled=E2=80=9D data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language. *Highlights*: - pandas >=3D 0.18.0 will no longer support compatibility with Python version 2.6 GH7718 or version 3.3 GH11273 - Moving and expanding window functions are now methods on Series and DataFrame similar to .groupby like objects, see here . - Adding support for a RangeIndex as a specialized form of the Int64Index for memory savings, see here . - API breaking .resample changes to make it more .groupby like, see here - Removal of support for positional indexing with floats, which was deprecated since 0.14.0. This will now raise a TypeError, see here - The .to_xarray() function has been added for compatibility with the xa= rray package see here . - The read_sas() function has been enhanced to read sas7bdat files, see here - Addition of the .str.extractall() method , and API changes to the the .str.extract() method , and the .str.cat() method - pd.test() top-level nose test runner is available GH4327 See the Whatsnew for much more information and the full Documentation link. *How to get it:* Source tarballs, windows wheels, and macosx wheels are available on PyPI Installation via conda is: - conda install pandas windows wheels are courtesy of Christoph Gohlke and are built on Numpy 1.10 macosx wheels are courtesy of Matthew Brett. *Issues:* Please report any issues on our issue tracker : Jeff *Thanks to all of the contributors* - ARF - Alex Alekseyev - Andrew McPherson - Andrew Rosenfeld - Anthonios Partheniou - Anton I. 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