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=============
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0.12 Series
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=============
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Release 0.12.1
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==============
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IPython 0.12.1 is a bugfix release of 0.12, pulling only bugfixes and minor
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cleanup from 0.13, timed for the Ubuntu 12.04 LTS release.
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See the :ref:`list of fixed issues <issues_list_012>` for specific backported issues.
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Release 0.12
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============
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IPython 0.12 contains several major new features, as well as a large amount of
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bug and regression fixes. The 0.11 release brought with it a lot of new
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functionality and major refactorings of the codebase; by and large this has
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proven to be a success as the number of contributions to the project has
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increased dramatically, proving that the code is now much more approachable.
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But in the refactoring inevitably some bugs were introduced, and we have also
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squashed many of those as well as recovered some functionality that had been
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temporarily disabled due to the API changes.
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The following major new features appear in this version.
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An interactive browser-based Notebook with rich media support
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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A powerful new interface puts IPython in your browser. You can start it with
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the command ``ipython notebook``:
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.. figure:: ../_images/notebook_specgram.png
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:width: 400px
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:alt: The IPython notebook with embedded text, code, math and figures.
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:align: center
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:target: ../_images/notebook_specgram.png
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The new IPython notebook showing text, mathematical expressions in LaTeX,
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code, results and embedded figures created with Matplotlib.
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This new interface maintains all the features of IPython you are used to, as it
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is a new client that communicates with the same IPython kernels used by the
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terminal and Qt console. But the web notebook provides for a different
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workflow where you can integrate, along with code execution, also text,
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mathematical expressions, graphics, video, and virtually any content that a
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modern browser is capable of displaying.
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You can save your work sessions as documents that retain all these elements and
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which can be version controlled, emailed to colleagues or saved as HTML or PDF
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files for printing or publishing statically on the web. The internal storage
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format is a JSON file that can be easily manipulated for manual exporting to
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other formats.
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This Notebook is a major milestone for IPython, as for years we have tried to
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build this kind of system. We were inspired originally by the excellent
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implementation in Mathematica, we made a number of attempts using older
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technologies in earlier Summer of Code projects in 2005 (both students and
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Robert Kern developed early prototypes), and in recent years we have seen the
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excellent implementation offered by the `Sage <http://sagemath.org>` system.
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But we continued to work on something that would be consistent with the rest of
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IPython's design, and it is clear now that the effort was worth it: based on
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the ZeroMQ communications architecture introduced in version 0.11, the notebook
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can now retain 100% of the features of the real IPython. But it can also
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provide the rich media support and high quality Javascript libraries that were
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not available in browsers even one or two years ago (such as high-quality
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mathematical rendering or built-in video).
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The notebook has too many useful and important features to describe in these
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release notes; our documentation now contains a directory called
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``examples/notebooks`` with several notebooks that illustrate various aspects
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of the system. You should start by reading those named
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``00_notebook_tour.ipynb`` and ``01_notebook_introduction.ipynb`` first, and
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then can proceed to read the others in any order you want.
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To start the notebook server, go to a directory containing the notebooks you
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want to open (or where you want to create new ones) and type::
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ipython notebook
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You can see all the relevant options with::
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ipython notebook --help
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ipython notebook --help-all # even more
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and just like the Qt console, you can start the notebook server with pylab
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support by using::
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ipython notebook --pylab
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for floating matplotlib windows or::
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ipython notebook --pylab inline
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for plotting support with automatically inlined figures. Note that it is now
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possible also to activate pylab support at runtime via ``%pylab``, so you do
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not need to make this decision when starting the server.
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See :ref:`the Notebook docs <htmlnotebook>` for technical details.
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.. _two_process_console:
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Two-process terminal console
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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Based on the same architecture as the notebook and the Qt console, we also have
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now a terminal-based console that can connect to an external IPython kernel
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(the same kernels used by the Qt console or the notebook, in fact). While this
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client behaves almost identically to the usual IPython terminal application,
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this capability can be very useful to attach an interactive console to an
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existing kernel that was started externally. It lets you use the interactive
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``%debug`` facilities in a notebook, for example (the web browser can't
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interact directly with the debugger) or debug a third-party code where you may
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have embedded an IPython kernel.
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This is also something that we have wanted for a long time, and which is a
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culmination (as a team effort) of the work started last year during the 2010
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Google Summer of Code project.
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Tabbed QtConsole
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~~~~~~~~~~~~~~~~
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The QtConsole now supports starting multiple kernels in tabs, and has a
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menubar, so it looks and behaves more like a real application. Keyboard
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enthusiasts can disable the menubar with ctrl-shift-M (:ghpull:`887`).
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.. figure:: ../_images/qtconsole_tabbed.png
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:width: 400px
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:alt: Tabbed IPython Qt console with embedded plots and menus.
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:align: center
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:target: ../_images/qtconsole_tabbed.png
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The improved Qt console for IPython, now with tabs to control multiple
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kernels and full menu support.
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Full Python 3 compatibility
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~~~~~~~~~~~~~~~~~~~~~~~~~~~
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IPython can now be installed from a single codebase on Python 2 and
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Python 3. The installation process for Python 3 automatically runs 2to3. The
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same 'default' profile is now used for Python 2 and 3 (the previous version had
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a separate 'python3' profile).
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Standalone Kernel
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~~~~~~~~~~~~~~~~~
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The ``ipython kernel`` subcommand has been added, to allow starting a
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standalone kernel, that can be used with various frontends. You can then later
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connect a Qt console or a terminal console to this kernel by typing e.g.::
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ipython qtconsole --existing
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if it's the only one running, or by passing explicitly the connection
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parameters (printed by the kernel at startup).
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PyPy support
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~~~~~~~~~~~~
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The terminal interface to IPython now runs under `PyPy <http://pypy.org/>`_.
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We will continue to monitor PyPy's progress, and hopefully before long at least
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we'll be able to also run the notebook. The Qt console may take longer, as Qt
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is a very complex set of bindings to a huge C++ library, and that is currently
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the area where PyPy still lags most behind. But for everyday interactive use
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at the terminal, with this release and PyPy 1.7, things seem to work quite well
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from our admittedly limited testing.
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Other important new features
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----------------------------
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* **SSH Tunnels**: In 0.11, the :mod:`IPython.parallel` Client could tunnel its
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connections to the Controller via ssh. Now, the QtConsole :ref:`supports
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<ssh_tunnels>` ssh tunneling, as do parallel engines.
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* **relaxed command-line parsing**: 0.11 was released with overly-strict
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command-line parsing, preventing the ability to specify arguments with spaces,
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e.g. ``ipython --pylab qt`` or ``ipython -c "print 'hi'"``. This has
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been fixed, by using argparse. The new parsing is a strict superset of 0.11, so
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any commands in 0.11 should still work in 0.12.
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* **HistoryAccessor**: The :class:`~IPython.core.history.HistoryManager` class
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for interacting with your IPython SQLite history database has been split,
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adding a parent :class:`~IPython.core.history.HistoryAccessor` class, so that
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users can write code to access and search their IPython history without being
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in an IPython session (:ghpull:`824`).
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* **kernel %gui and %pylab**: The ``%gui`` and ``%pylab`` magics have been
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restored to the IPython kernel (e.g. in the qtconsole or notebook). This
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allows activation of pylab-mode, or eventloop integration after starting the
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kernel, which was unavailable in 0.11. Unlike in the terminal, this can be
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set only once, and cannot be changed.
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* **%config**: A new ``%config`` magic has been added, giving easy access to the
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IPython configuration system at runtime (:ghpull:`923`).
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* **Multiline History**: Multiline readline history has been restored to the
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Terminal frontend by default (:ghpull:`838`).
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* **%store**: The ``%store`` magic from earlier versions has been updated and
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re-enabled (:ref:`extensions_storemagic`; :ghpull:`1029`). To autorestore
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stored variables on startup, specify ``c.StoreMagic.autorestore = True`` in
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:file:`ipython_config.py`.
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Major Bugs fixed
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----------------
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In this cycle, we have :ref:`closed over 500 issues <issues_list_012>`, but a
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few major ones merit special mention:
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* Simple configuration errors should no longer crash IPython. In 0.11, errors
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in config files, as well as invalid trait values, could crash IPython. Now,
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such errors are reported, and help is displayed.
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* Certain SyntaxErrors no longer crash IPython (e.g. just typing keywords, such
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as ``return``, ``break``, etc.). See :ghissue:`704`.
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* IPython path utils, such as :func:`~IPython.utils.path.get_ipython_dir` now
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check for write permissions, so IPython should function on systems where the
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default path resolution might point to a read-only location, such as
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``HOMESHARE`` on Windows (:ghissue:`669`).
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* :func:`raw_input` now works in the kernel when multiple frontends are in
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use. The request will be sent to the frontend that made the request, and an
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exception is raised if that frontend does not support stdin requests
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(e.g. the notebook) (:ghissue:`673`).
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* :mod:`zmq` version detection no longer uses simple lexicographical comparison
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to check minimum version, which prevents 0.11 from working with pyzmq-2.1.10
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(:ghpull:`758`).
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* A bug in PySide < 1.0.7 caused crashes on OSX when tooltips were shown
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(:ghissue:`711`). these tooltips are now disabled on old PySide
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(:ghpull:`963`).
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* IPython no longer crashes when started on recent versions of Python 3 in
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Windows (:ghissue:`737`).
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* Instances of classes defined interactively can now be pickled (:ghissue:`29`;
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:ghpull:`648`). Note that pickling saves a reference to the class definition,
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so unpickling the instances will only work where the class has been defined.
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Backwards incompatible changes
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------------------------------
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* IPython connection information is no longer specified via ip/port directly,
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rather via json connection files. These files are stored in the security
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directory, and enable us to turn on HMAC message authentication by default,
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significantly improving the security of kernels. Various utility functions
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have been added to :mod:`IPython.lib.kernel`, for easier connecting to existing
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kernels.
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* :class:`~IPython.zmq.kernelmanager.KernelManager` now has one ip, and several
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port traits, rather than several ip/port pair ``_addr`` traits. This better
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matches the rest of the code, where the ip cannot not be set separately for
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each channel.
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* Custom prompts are now configured using a new class,
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:class:`~IPython.core.prompts.PromptManager`, which has traits for
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:attr:`in_template`, :attr:`in2_template` (the ``...:`` continuation prompt),
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:attr:`out_template` and :attr:`rewrite_template`. This uses Python's string
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formatting system, so you can use ``{time}`` and ``{cwd}``, although we have
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preserved the abbreviations from previous versions, e.g. ``\#`` (prompt number)
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and ``\w`` (working directory). For the list of available fields, refer to the
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source of :file:`IPython/core/prompts.py`.
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* The class inheritance of the Launchers in
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:mod:`IPython.parallel.apps.launcher` used by ipcluster has changed, so that
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trait names are more consistent across batch systems. This may require a few
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renames in your config files, if you customized the command-line args for
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launching controllers and engines. The configurable names have also been
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changed to be clearer that they point to class names, and can now be
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specified by name only, rather than requiring the full import path of each
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class, e.g.::
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IPClusterEngines.engine_launcher = 'IPython.parallel.apps.launcher.MPIExecEngineSetLauncher'
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IPClusterStart.controller_launcher = 'IPython.parallel.apps.launcher.SSHControllerLauncher'
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would now be specified as::
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IPClusterEngines.engine_launcher_class = 'MPI'
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IPClusterStart.controller_launcher_class = 'SSH'
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The full path will still work, and is necessary for using custom launchers
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not in IPython's launcher module.
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Further, MPIExec launcher names are now prefixed with just MPI, to better match
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other batch launchers, and be generally more intuitive. The MPIExec names are
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deprecated, but continue to work.
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* For embedding a shell, note that the parameters ``user_global_ns`` and
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``global_ns`` have been deprectated in favour of ``user_module`` and
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``module`` respsectively. The new parameters expect a module-like object,
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rather than a namespace dict. The old parameters remain for backwards
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compatibility, although ``user_global_ns`` is now ignored. The ``user_ns``
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parameter works the same way as before, and calling
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:func:`~IPython.frontend.terminal.embed.embed` with no arguments still works
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as before.
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Development summary and credits
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-------------------------------
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The previous version (IPython 0.11) was released on July 31 2011, so this
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release cycle was roughly 4 1/2 months long, we closed a total of 515 issues,
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257 pull requests and 258 regular issues (a :ref:`detailed list
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<issues_list_012>` is available).
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Many users and developers contributed code, features, bug reports and ideas to
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this release. Please do not hesitate in contacting us if we've failed to
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acknowledge your contribution here. In particular, for this release we have
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had commits from the following 45 contributors, a mix of new and regular names
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(in alphabetical order by first name):
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* Alcides <alcides-at-do-not-span-me.com>
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* Ben Edwards <bedwards-at-cs.unm.edu>
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* Benjamin Ragan-Kelley <benjaminrk-at-gmail.com>
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* Benjamin Thyreau <benjamin.thyreau-at-gmail.com>
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* Bernardo B. Marques <bernardo.fire-at-gmail.com>
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* Bernard Paulus <bprecyclebin-at-gmail.com>
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* Bradley M. Froehle <brad.froehle-at-gmail.com>
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* Brian E. Granger <ellisonbg-at-gmail.com>
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* Christian Boos <cboos-at-bct-technology.com>
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* Daniel Velkov <danielv-at-mylife.com>
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* Erik Tollerud <erik.tollerud-at-gmail.com>
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* Evan Patterson <epatters-at-enthought.com>
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* Felix Werner <Felix.Werner-at-kit.edu>
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* Fernando Perez <Fernando.Perez-at-berkeley.edu>
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* Gabriel <g2p.code-at-gmail.com>
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* Grahame Bowland <grahame-at-angrygoats.net>
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* Hannes Schulz <schulz-at-ais.uni-bonn.de>
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* Jens Hedegaard Nielsen <jenshnielsen-at-gmail.com>
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* Jonathan March <jmarch-at-enthought.com>
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* Jörgen Stenarson <jorgen.stenarson-at-bostream.nu>
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* Julian Taylor <jtaylor.debian-at-googlemail.com>
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* Kefu Chai <tchaikov-at-gmail.com>
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* macgyver <neil.rabinowitz-at-merton.ox.ac.uk>
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* Matt Cottingham <matt.cottingham-at-gmail.com>
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* Matthew Brett <matthew.brett-at-gmail.com>
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* Matthias BUSSONNIER <bussonniermatthias-at-gmail.com>
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* Michael Droettboom <mdboom-at-gmail.com>
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* Nicolas Rougier <Nicolas.Rougier-at-inria.fr>
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* Olivier Verdier <olivier.verdier-at-gmail.com>
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* Omar Andres Zapata Mesa <andresete.chaos-at-gmail.com>
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* Pablo Winant <pablo.winant-at-gmail.com>
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* Paul Ivanov <pivanov314-at-gmail.com>
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* Pauli Virtanen <pav-at-iki.fi>
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* Pete Aykroyd <aykroyd-at-gmail.com>
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* Prabhu Ramachandran <prabhu-at-enthought.com>
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* Puneeth Chaganti <punchagan-at-gmail.com>
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* Robert Kern <robert.kern-at-gmail.com>
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* Satrajit Ghosh <satra-at-mit.edu>
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* Stefan van der Walt <stefan-at-sun.ac.za>
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* Szabolcs Horvát <szhorvat-at-gmail.com>
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* Thomas Kluyver <takowl-at-gmail.com>
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* Thomas Spura <thomas.spura-at-gmail.com>
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* Timo Paulssen <timonator-at-perpetuum-immobile.de>
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* Valentin Haenel <valentin.haenel-at-gmx.de>
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* Yaroslav Halchenko <debian-at-onerussian.com>
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.. note::
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This list was generated with the output of
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``git log rel-0.11..HEAD --format='* %aN <%aE>' | sed 's/@/\-at\-/' | sed 's/<>//' | sort -u``
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after some cleanup. If you should be on this list, please add yourself.
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