version6.rst
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RstLexer
Matthias Bussonnier
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r23554 | ============ | ||
6.x Series | ||||
============ | ||||
Matthias Bussonnier
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r24436 | .. _whatsnew650: | ||
IPython 6.5.0 | ||||
============= | ||||
Miscellaneous bug fixes and compatibility with Python 3.7. | ||||
* Autocompletion fix for modules with out ``__init__.py`` :ghpull:`11227` | ||||
Matthias Bussonnier
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r24443 | * update the ``%pastebin`` magic to use ``dpaste.com`` instead og GitHub Gist | ||
which now requires authentication :ghpull:`11182` | ||||
Matthias Bussonnier
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r24436 | * Fix crash with multiprocessing :ghpull:`11185` | ||
Matthias Bussonnier
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r24324 | .. _whatsnew640: | ||
IPython 6.4.0 | ||||
============= | ||||
Everything new in :ref:`IPython 5.7 <whatsnew570>` | ||||
* Fix display object not emitting metadata :ghpull:`11106` | ||||
* Comments failing Jedi test :ghpull:`11110` | ||||
Matthias Bussonnier
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r23929 | |||
Thomas Kluyver
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r24284 | .. _whatsnew631: | ||
IPython 6.3.1 | ||||
============= | ||||
This is a bugfix release to switch the default completions back to IPython's | ||||
own completion machinery. We discovered some problems with the completions | ||||
from Jedi, including completing column names on pandas data frames. | ||||
You can switch the completions source with the config option | ||||
:configtrait:`Completer.use_jedi`. | ||||
Thomas Kluyver
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r24246 | .. _whatsnew630: | ||
IPython 6.3 | ||||
=========== | ||||
IPython 6.3 contains all the bug fixes and features in | ||||
:ref:`IPython 5.6 <whatsnew560>`. In addition: | ||||
* A new display class :class:`IPython.display.Code` can be used to display | ||||
syntax highlighted code in a notebook (:ghpull:`10978`). | ||||
* The :cellmagic:`html` magic now takes a ``--isolated`` option to put the | ||||
content in an iframe (:ghpull:`10962`). | ||||
* The code to find completions using the Jedi library has had various | ||||
adjustments. This is still a work in progress, but we hope this version has | ||||
fewer annoyances (:ghpull:`10956`, :ghpull:`10969`, :ghpull:`10999`, | ||||
:ghpull:`11035`, :ghpull:`11063`, :ghpull:`11065`). | ||||
* The *post* event callbacks are now always called, even when the execution failed | ||||
(for example because of a ``SyntaxError``). | ||||
* The execution info and result objects are now made available in the | ||||
corresponding *pre* or *post* ``*_run_cell`` :doc:`event callbacks </config/callbacks>` | ||||
in a backward compatible manner (:ghissue:`10774` and :ghpull:`10795`). | ||||
* Performance with very long code cells (hundreds of lines) is greatly improved | ||||
(:ghpull:`10898`). Further improvements are planned for IPython 7. | ||||
You can see all `pull requests for the 6.3 milestone | ||||
<https://github.com/ipython/ipython/pulls?utf8=%E2%9C%93&q=is%3Apr+milestone%3A6.3+is%3Aclosed>`__. | ||||
Matthias Bussonnier
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r23929 | .. _whatsnew620: | ||
IPython 6.2 | ||||
=========== | ||||
IPython 6.2 contains all the bugs fixes and features :ref:`available in IPython 5.5 <whatsnew550>`, | ||||
like built in progress bar support, and system-wide configuration | ||||
The following features are specific to IPython 6.2: | ||||
Function signature in completions | ||||
--------------------------------- | ||||
Terminal IPython will now show the signature of the function while completing. | ||||
Only the currently highlighted function will show its signature on the line | ||||
below the completer by default. This functionality is recent, so it might be | ||||
limited; we welcome bug reports and requests for enhancements. :ghpull:`10507` | ||||
Assignments return values | ||||
------------------------- | ||||
IPython can now trigger the display hook on the last assignment of cells. | ||||
Up until 6.2 the following code wouldn't show the value of the assigned | ||||
variable:: | ||||
In[1]: xyz = "something" | ||||
# nothing shown | ||||
You would have to actually make it the last statement:: | ||||
In [2]: xyz = "something else" | ||||
... : xyz | ||||
Out[2]: "something else" | ||||
With the option ``InteractiveShell.ast_node_interactivity='last_expr_or_assign'`` | ||||
you can now do:: | ||||
In [2]: xyz = "something else" | ||||
Out[2]: "something else" | ||||
This option can be toggled at runtime with the ``%config`` magic, and will | ||||
trigger on assignment ``a = 1``, augmented assignment ``+=``, ``-=``, ``|=`` ... | ||||
as well as type annotated assignments: ``a:int = 2``. | ||||
See :ghpull:`10598` | ||||
Matthias Bussonnier
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r23934 | Recursive Call of ipdb | ||
---------------------- | ||||
Advanced users of the debugger can now correctly recursively enter ipdb. This is | ||||
thanks to ``@segevfiner`` on :ghpull:`10721`. | ||||
Matthias Bussonnier
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r23929 | |||
Matthias Bussonnier
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r23693 | .. _whatsnew610: | ||
IPython 6.1 | ||||
=========== | ||||
- Quotes in a filename are always escaped during tab-completion on non-Windows. | ||||
:ghpull:`10069` | ||||
- Variables now shadow magics in autocompletion. See :ghissue:`4877` and :ghpull:`10542`. | ||||
Matthias Bussonnier
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r23695 | - Added the ability to add parameters to alias_magic. For example:: | ||
Matthias Bussonnier
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r23693 | |||
In [2]: %alias_magic hist history --params "-l 2" --line | ||||
Created `%hist` as an alias for `%history -l 2`. | ||||
In [3]: hist | ||||
%alias_magic hist history --params "-l 30" --line | ||||
%alias_magic hist history --params "-l 2" --line | ||||
Matthias Bussonnier
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r23695 | Previously it was only possible to have an alias attached to a single function, | ||
and you would have to pass in the given parameters every time:: | ||||
Matthias Bussonnier
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r23693 | |||
In [4]: %alias_magic hist history --line | ||||
Created `%hist` as an alias for `%history`. | ||||
In [5]: hist -l 2 | ||||
hist | ||||
%alias_magic hist history --line | ||||
- To suppress log state messages, you can now either use ``%logstart -q``, pass | ||||
``--LoggingMagics.quiet=True`` on the command line, or set | ||||
``c.LoggingMagics.quiet=True`` in your configuration file. | ||||
- An additional flag ``--TerminalInteractiveShell.term_title_format`` is | ||||
introduced to allow the user to control the format of the terminal title. It | ||||
is specified as a python format string, and currently the only variable it | ||||
will format is ``{cwd}``. | ||||
Matthias Bussonnier
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r23695 | - ``??``/``%pinfo2`` will now show object docstrings if the source can't be retrieved. :ghpull:`10532` | ||
- ``IPython.display`` has gained a ``%markdown`` cell magic. :ghpull:`10563` | ||||
- ``%config`` options can now be tab completed. :ghpull:`10555` | ||||
- ``%config`` with no arguments are now unique and sorted. :ghpull:`10548` | ||||
- Completion on keyword arguments does not duplicate ``=`` sign if already present. :ghpull:`10547` | ||||
- ``%run -m <module>`` now ``<module>`` passes extra arguments to ``<module>``. :ghpull:`10546` | ||||
- completer now understand "snake case auto complete": if ``foo_bar_kittens`` is | ||||
a valid completion, I can type ``f_b<tab>`` will complete to it. :ghpull:`10537` | ||||
- tracebacks are better standardized and will compress `/path/to/home` to `~`. :ghpull:`10515` | ||||
Matthias Bussonnier
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r23693 | |||
The following changes were also added to IPython 5.4, see :ref:`what's new in IPython 5.4 <whatsnew540>` | ||||
for more detail description: | ||||
- ``TerminalInteractiveShell`` is configurable and can be configured to | ||||
(re)-use the readline interface. | ||||
- objects can now define a ``_repr_mimebundle_`` | ||||
- Execution heuristics improve for single line statements | ||||
- ``display()`` can now return a display id to update display areas. | ||||
.. _whatsnew600: | ||||
Matthias Bussonnier
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r23447 | IPython 6.0 | ||
=========== | ||||
Matthias Bussonnier
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r23559 | Released April 19th, 2017 | ||
Matthias Bussonnier
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r23447 | |||
Dave Willmer
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r23564 | IPython 6 features a major improvement in the completion machinery which is now | ||
Matthias Bussonnier
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r23447 | capable of completing non-executed code. It is also the first version of IPython | ||
to stop compatibility with Python 2, which is still supported on the bugfix only | ||||
Dave Willmer
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r23564 | 5.x branch. Read below for a non-exhaustive list of new features. | ||
Matthias Bussonnier
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r23447 | |||
Matthias Bussonnier
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r23526 | Make sure you have pip > 9.0 before upgrading. | ||
Matthias Bussonnier
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r23447 | You should be able to update by using: | ||
.. code:: | ||||
pip install ipython --upgrade | ||||
Matthias Bussonnier
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r23526 | |||
.. note:: | ||||
Dave Willmer
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r23564 | If your pip version is greater than or equal to pip 9.0.1 you will automatically get | ||
Antonino Ingargiola
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r23537 | the most recent version of IPython compatible with your system: on Python 2 you | ||
will get the latest IPython 5.x bugfix, while in Python 3 | ||||
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r23526 | you will get the latest 6.x stable version. | ||
Matthias Bussonnier
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r23447 | New completion API and Interface | ||
-------------------------------- | ||||
Dave Willmer
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r23564 | The completer Completion API has seen an overhaul, and the new completer has | ||
plenty of improvements both from the end users of terminal IPython and for | ||||
Matthias Bussonnier
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r23447 | consumers of the API. | ||
This new API is capable of pulling completions from :any:`jedi`, thus allowing | ||||
Dave Willmer
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r23564 | type inference on non-executed code. If :any:`jedi` is installed, completions like | ||
the following are now possible without code evaluation: | ||||
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r23447 | |||
>>> data = ['Number of users', 123_456] | ||||
... data[0].<tab> | ||||
That is to say, IPython is now capable of inferring that `data[0]` is a string, | ||||
and will suggest completions like `.capitalize`. The completion power of IPython | ||||
Dave Willmer
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r23564 | will increase with new Jedi releases, and a number of bug-fixes and more completions | ||
Antonino Ingargiola
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r23537 | are already available on the development version of :any:`jedi` if you are curious. | ||
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r23447 | |||
With the help of prompt toolkit, types of completions can be shown in the | ||||
completer interface: | ||||
.. image:: ../_images/jedi_type_inference_60.png | ||||
:alt: Jedi showing ability to do type inference | ||||
:align: center | ||||
Matthias Bussonnier
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r23477 | :width: 400px | ||
Matthias Bussonnier
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r23447 | :target: ../_images/jedi_type_inference_60.png | ||
The appearance of the completer is controlled by the | ||||
``c.TerminalInteractiveShell.display_completions`` option that will show the | ||||
Matthias Bussonnier
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r23464 | type differently depending on the value among ``'column'``, ``'multicolumn'`` | ||
Matthias Bussonnier
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r23447 | and ``'readlinelike'`` | ||
Dave Willmer
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r23564 | The use of Jedi also fulfills a number of requests and fixes a number of bugs | ||
like case-insensitive completion and completion after division operator: See | ||||
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r23464 | :ghpull:`10182`. | ||
Matthias Bussonnier
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r23447 | |||
Matthias Bussonnier
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r23477 | Extra patches and updates will be needed to the :mod:`ipykernel` package for | ||
Antonino Ingargiola
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r23537 | this feature to be available to other clients like Jupyter Notebook, Lab, | ||
Matthias Bussonnier
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r23447 | Nteract, Hydrogen... | ||
Dave Willmer
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r23564 | The use of Jedi should be barely noticeable on recent machines, but | ||
can be slower on older ones. To tweak the performance, the amount | ||||
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r23447 | of time given to Jedi to compute type inference can be adjusted with | ||
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r23566 | ``c.IPCompleter.jedi_compute_type_timeout``. The objects whose type were not | ||
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r23447 | inferred will be shown as ``<unknown>``. Jedi can also be completely deactivated | ||
by using the ``c.Completer.use_jedi=False`` option. | ||||
The old ``Completer.complete()`` API is waiting deprecation and should be | ||||
Dave Willmer
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r23564 | replaced replaced by ``Completer.completions()`` in the near future. Feedback on | ||
the current state of the API and suggestions are welcome. | ||||
Matthias Bussonnier
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r23447 | |||
Python 3 only codebase | ||||
---------------------- | ||||
One of the large challenges in IPython 6.0 has been the adoption of a pure | ||||
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r23564 | Python 3 codebase, which has led to upstream patches in pip, | ||
pypi and warehouse to make sure Python 2 systems still upgrade to the latest | ||||
compatible Python version. | ||||
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r23447 | |||
We remind our Python 2 users that IPython 5 is still compatible with Python 2.7, | ||||
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r23564 | still maintained and will get regular releases. Using pip 9+, upgrading IPython will | ||
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r23447 | automatically upgrade to the latest version compatible with your system. | ||
.. warning:: | ||||
Antonino Ingargiola
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r23537 | If you are on a system using an older version of pip on Python 2, pip may | ||
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r23526 | still install IPython 6.0 on your system, and IPython will refuse to start. | ||
Antonino Ingargiola
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r23537 | You can fix this by upgrading pip, and reinstalling ipython, or forcing pip to | ||
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r23447 | install an earlier version: ``pip install 'ipython<6'`` | ||
Dave Willmer
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r23564 | The ability to use only Python 3 on the code base of IPython brings a number | ||
David Bradway
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r23562 | of advantages. Most of the newly written code make use of `optional function type | ||
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r27588 | annotation <https://peps.python.org/pep-0484/>`_ leading to clearer code | ||
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r23447 | and better documentation. | ||
Antonino Ingargiola
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r23537 | The total size of the repository has also decreased by about 1500 lines (for the | ||
first time excluding the big split for 4.0). The decrease is potentially | ||||
a bit more for the sour as some documents like this one are append only and | ||||
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r23447 | are about 300 lines long. | ||
Dave Willmer
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r23564 | The removal of the Python2/Python3 shim layer has made the code quite a lot clearer and | ||
more idiomatic in a number of locations, and much friendlier to work with and | ||||
understand. We hope to further embrace Python 3 capabilities in the next release | ||||
Matthias Bussonnier
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r23447 | cycle and introduce more of the Python 3 only idioms (yield from, kwarg only, | ||
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r23564 | general unpacking) in the IPython code base, and see if we can take advantage | ||
of these to improve user experience with better error messages and | ||||
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r23447 | hints. | ||
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r23526 | Configurable TerminalInteractiveShell, readline interface | ||
--------------------------------------------------------- | ||||
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r23505 | |||
IPython gained a new ``c.TerminalIPythonApp.interactive_shell_class`` option | ||||
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r23537 | that allows customizing the class used to start the terminal frontend. This | ||
should allow a user to use custom interfaces, like reviving the former readline | ||||
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r23526 | interface which is now a separate package not actively maintained by the core | ||
team. See the project to bring back the readline interface: `rlipython | ||||
<https://github.com/ipython/rlipython>`_. | ||||
This change will be backported to the IPython 5.x series. | ||||
Matthias Bussonnier
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r23505 | |||
Dave Willmer
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r23564 | Misc improvements | ||
----------------- | ||||
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r23447 | |||
Antonino Ingargiola
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r23537 | - The :cellmagic:`capture` magic can now capture the result of a cell (from | ||
an expression on the last line), as well as printed and displayed output. | ||||
Matthias Bussonnier
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r23447 | :ghpull:`9851`. | ||
- Pressing Ctrl-Z in the terminal debugger now suspends IPython, as it already | ||||
does in the main terminal prompt. | ||||
Michael Käufl
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r23552 | - Autoreload can now reload ``Enum``. See :ghissue:`10232` and :ghpull:`10316` | ||
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r23447 | |||
- IPython.display has gained a :any:`GeoJSON <IPython.display.GeoJSON>` object. | ||||
:ghpull:`10288` and :ghpull:`10253` | ||||
Matthias Bussonnier
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r21970 | |||
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r23447 | Functions Deprecated in 6.x Development cycle | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||||
Michael Käufl
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r23552 | - Loading extensions from ``ipython_extension_dir`` prints a warning that this | ||
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r23447 | location is pending deprecation. This should only affect users still having | ||
extensions installed with ``%install_ext`` which has been deprecated since | ||||
IPython 4.0, and removed in 5.0. Extensions still present in | ||||
``ipython_extension_dir`` may shadow more recently installed versions using | ||||
pip. It is thus recommended to clean ``ipython_extension_dir`` of any | ||||
extension now available as a package. | ||||
- ``IPython.utils.warn`` was deprecated in IPython 4.0, and has now been removed. | ||||
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r23464 | instead of ``IPython.utils.warn`` inbuilt :any:`warnings` module is used. | ||
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r23447 | |||
- The function `IPython.core.oinspect.py:call_tip` is unused, was marked as | ||||
Michael Käufl
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r23552 | deprecated (raising a `DeprecationWarning`) and marked for later removal. | ||
Matthias Bussonnier
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r23447 | :ghpull:`10104` | ||
Antonino Ingargiola
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r23537 | Backward incompatible changes | ||
Thomas Kluyver
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r8218 | ------------------------------ | ||
Matthias Bussonnier
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r23447 | Functions Removed in 6.x Development cycle | ||
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | ||||
The following functions have been removed in the | ||||
development cycle marked for Milestone 6.0. | ||||
- ``IPython/utils/process.py`` - ``is_cmd_found`` | ||||
- ``IPython/utils/process.py`` - ``pycmd2argv`` | ||||
- The `--deep-reload` flag and the corresponding options to inject `dreload` or | ||||
Matthias Bussonnier
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r23464 | `reload` into the interactive namespace have been removed. You have to | ||
explicitly import `reload` from `IPython.lib.deepreload` to use it. | ||||
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r23447 | |||
Dave Willmer
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r23564 | - The :magic:`profile` used to print the current IPython profile, and which | ||
Matthias Bussonnier
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r23510 | was deprecated in IPython 2.0 does now raise a `DeprecationWarning` error when | ||
Dave Willmer
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r23564 | used. It is often confused with the :magic:`prun` and the deprecation removal | ||
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r23510 | should free up the ``profile`` name in future versions. | ||