Merge pull request #13429 from Carreau/stats80

8.0 stats

docs/source/whatsnew/version8.rst

@@ -1,475 +1,906
 ============
  8.x Series
 ============
 
 IPython 8.0
 -----------
 
 IPython 8.0 is still in alpha/beta stage. Please help us improve those release notes
 by sending PRs that modify docs/source/whatsnew/version8.rst
 
 IPython 8.0 is bringing a large number of new features and improvements to both the
 user of the terminal and of the kernel via Jupyter. The removal of compatibility
 with older version of Python is also the opportunity to do a couple of
 performance improvement in particular with respect to startup time.
 The 8.x branch started diverging from its predecessor around IPython 7.12
 (January 2020).
 
 This release contains 250+ Pull Requests, in addition to many of the features
 and backports that have made it to the 7.x branch. All PRs that went into this
 released are properly tagged with the 8.0 milestone if you wish to have a more
 in depth look at the changes.
 
 Please fell free to send pull-requests to updates those notes after release, 
 I have likely forgotten a few things reviewing 250+ PRs.
 
 Dependencies changes/downstream packaging
 -----------------------------------------
 
 Note that most of our building step have been changes to be (mostly) declarative
 and follow PEP 517, we are trying to completely remove ``setup.py`` (:ghpull:`13238`) and are
 looking for help to do so.
 
  - Minimum supported ``traitlets`` version if now 5+
  - we now require ``stack_data``
  - Minimal Python is now 3.8
  - ``nose`` is not a testing requirement anymore
  - ``pytest`` replaces nose.
  - ``iptest``/``iptest3`` cli entrypoints do not exists anymore. 
  - minimum officially support ``numpy`` version has been bumped, but this should
    not have much effect on packaging.
 
 
 Deprecation and removal
 -----------------------
 
 We removed almost all features, arguments, functions, and modules that were
 marked as deprecated between IPython 1.0 and 5.0. As reminder 5.0 was released
 in 2016, and 1.0 in 2013. Last release of the 5 branch was 5.10.0, in may 2020.
 The few remaining deprecated features we left have better deprecation warnings
 or have been turned into explicit errors for better error messages.
 
 I will use this occasion to add the following requests to anyone emitting a
 deprecation warning:
 
  - Please at at least ``stacklevel=2`` so that the warning is emitted into the
    caller context, and not the callee one.
  - Please add **since which version** something is deprecated.
 
 As a side note it is much easier to deal with conditional comparing to versions
 numbers than ``try/except`` when a functionality change with version. 
 
 I won't list all the removed features here, but modules like ``IPython.kernel``,
 which was just a shim module around ``ipykernel`` for the past 8 years have been
 remove, and so many other similar things that pre-date the name **Jupyter**
 itself.
 
 We no longer need to add ``IPyhton.extensions`` to the PYTHONPATH because that is being
 handled by ``load_extension``.
 
 We are also removing ``Cythonmagic``, ``sympyprinting`` and ``rmagic`` as they are now in
 other packages and no longer need to be inside IPython.
 
 
 Documentation
 -------------
 
 Majority of our docstrings have now been reformatted and automatically fixed by
 the experimental `Vélin <https://pypi.org/project/velin/>`_ project, to conform
 to numpydoc.
 
 Type annotations
 ----------------
 
 While IPython itself is highly dynamic and can't be completely typed, many of
 the function now have type annotation, and part of the codebase and now checked
 by mypy.
 
 
 Featured changes
 ----------------
 
 Here is a features list of changes in IPython 8.0. This is of course non-exhaustive. 
 Please note as well that many features have been added in the 7.x branch as well
 (and hence why you want to read the 7.x what's new notes), in particular
 features contributed by QuantStack (with respect to debugger protocol, and Xeus
 Python), as well as many debugger features that I was please to implement as
 part of my work at QuanSight and Sponsored by DE Shaw.
 
 Traceback improvements
 ~~~~~~~~~~~~~~~~~~~~~~
 
 Previously, error tracebacks for errors happening in code cells were showing a
 hash, the one used for compiling the Python AST::
 
     In [1]: def foo():
     ...:     return 3 / 0
     ...:
 
     In [2]: foo()
     ---------------------------------------------------------------------------
     ZeroDivisionError                         Traceback (most recent call last)
     <ipython-input-2-c19b6d9633cf> in <module>
     ----> 1 foo()
 
     <ipython-input-1-1595a74c32d5> in foo()
         1 def foo():
     ----> 2     return 3 / 0
         3
 
     ZeroDivisionError: division by zero
 
 The error traceback is now correctly formatted, showing the cell number in which the error happened::
 
     In [1]: def foo():
     ...:     return 3 / 0
     ...:
 
     Input In [2]: foo()
     ---------------------------------------------------------------------------
     ZeroDivisionError                         Traceback (most recent call last)
     input In [2], in <module>
     ----> 1 foo()
 
     Input In [1], in foo()
         1 def foo():
     ----> 2     return 3 / 0
 
     ZeroDivisionError: division by zero
 
 The Second on is the integration of the ``stack_data`` package;
 which provide smarter informations in traceback; in particular it will highlight
 the AST node where an error occurs which can help to quickly narrow down errors.
 
 For example in the following snippet::
 
     def foo(i):
         x = [[[0]]]
         return x[0][i][0]
 
 
     def bar():
         return foo(0) + foo(
             1
         ) + foo(2)
 
 
 Calling ``bar()`` would raise an ``IndexError`` on the return line of ``foo``,
 IPython 8.0 is capable of telling you, where the index error occurs::
 
 
     IndexError
     Input In [2], in <module>
     ----> 1 bar()
             ^^^^^
 
     Input In [1], in bar()
           6 def bar():
     ----> 7     return foo(0) + foo(
                                 ^^^^
           8         1
              ^^^^^^^^
           9     ) + foo(2)
              ^^^^
 
     Input In [1], in foo(i)
           1 def foo(i):
           2     x = [[[0]]]
     ----> 3     return x[0][i][0]
                        ^^^^^^^
 
 Corresponding location marked here with ``^`` will show up highlighted in 
 terminal and notebooks.
 
 The Third, which is the most discreet but can have a high impact on
 productivity, a colon ``::`` and line number is appended after a filename in
 traceback::
 
 
     ZeroDivisionError               Traceback (most recent call last)
     File ~/error.py:4, in <module>
           1 def f():
           2     1/0
     ----> 4 f()
 
     File ~/error.py:2, in f()
           1 def f():
     ----> 2     1/0
 
 Many terminal and editor have integrations allow to directly jump to the
 relevant file/line when this syntax is used.
 
 
 Autosuggestons
 ~~~~~~~~~~~~~~
 
 Autosuggestion is a very useful feature available in `fish <https://fishshell.com/>`__, `zsh <https://en.wikipedia.org/wiki/Z_shell>`__, and `prompt-toolkit <https://python-prompt-toolkit.readthedocs.io/en/master/pages/asking_for_input.html#auto-suggestion>`__.
 
 `Ptpython <https://github.com/prompt-toolkit/ptpython#ptpython>`__ allows users to enable this feature in
 `ptpython/config.py <https://github.com/prompt-toolkit/ptpython/blob/master/examples/ptpython_config/config.py#L90>`__.
 
 This feature allows users to accept autosuggestions with ctrl e, ctrl f,
 or right arrow as described below.
 
 1. Start ipython
 
 .. image:: ../_images/8.0/auto_suggest_1_prompt_no_text.png
 
 2. Run ``print("hello")``
 
 .. image:: ../_images/8.0/auto_suggest_2_print_hello_suggest.png
 
 3. start typing ``print`` again to see the autosuggestion
 
 .. image:: ../_images/8.0/auto_suggest_3_print_hello_suggest.png
 
 4. Press ``ctrl-f``, or ``ctrl-e``, or ``right-arrow`` to accept the suggestion
 
 .. image:: ../_images/8.0/auto_suggest_4_print_hello.png
 
 You can also complete word by word:
 
 1. Run ``def say_hello(): print("hello")``
 
 .. image:: ../_images/8.0/auto_suggest_second_prompt.png
 
 2. Start typing  the first letter if ``def`` to see the autosuggestion
 
 .. image:: ../_images/8.0/auto_suggest_d_phantom.png
 
 3. Press ``alt-f`` (or ``escape`` followed by ``f``), to accept the first word of the suggestion
 
 .. image:: ../_images/8.0/auto_suggest_def_phantom.png
 
 Importantly, this feature does not interfere with tab completion:
 
 1. After running ``def say_hello(): print("hello")``, press d
 
 .. image:: ../_images/8.0/auto_suggest_d_phantom.png
 
 2. Press Tab to start tab completion
 
 .. image:: ../_images/8.0/auto_suggest_d_completions.png
 
 3A. Press Tab again to select the first option
 
 .. image:: ../_images/8.0/auto_suggest_def_completions.png
 
 3B. Press ``alt f`` (``escape``, ``f``) to accept to accept the first word of the suggestion
 
 .. image:: ../_images/8.0/auto_suggest_def_phantom.png
 
 3C. Press ``ctrl-f`` or ``ctrl-e`` to accept the entire suggestion
 
 .. image:: ../_images/8.0/auto_suggest_match_parens.png
 
 
 Currently, autosuggestions are only shown in the emacs or vi insert editing modes:
 
 - The ctrl e, ctrl f, and alt f shortcuts work by default in emacs mode.
 - To use these shortcuts in vi insert mode, you will have to create `custom keybindings in your config.py <https://github.com/mskar/setup/commit/2892fcee46f9f80ef7788f0749edc99daccc52f4/>`__.
 
 
 Show pinfo information in ipdb using "?" and "??"
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 In IPDB, it is now possible to show the information about an object using "?"
 and "??", in much the same way it can be done when using the IPython prompt::
 
     ipdb> partial?
     Init signature: partial(self, /, *args, **kwargs)
     Docstring:
     partial(func, *args, **keywords) - new function with partial application
     of the given arguments and keywords.
     File:           ~/.pyenv/versions/3.8.6/lib/python3.8/functools.py
     Type:           type
     Subclasses:
 
 Previously, ``pinfo`` or ``pinfo2`` command had to be used for this purpose.
 
 
 Autoreload 3 feature
 ~~~~~~~~~~~~~~~~~~~~
 
 Example: When an IPython session is ran with the 'autoreload' extension loaded,
 you will now have the option '3' to select which means the following:
 
     1. replicate all functionality from option 2
     2. autoload all new funcs/classes/enums/globals from the module when they are added
     3. autoload all newly imported funcs/classes/enums/globals from external modules
 
 Try ``%autoreload 3`` in an IPython session after running ``%load_ext autoreload``
 
 For more information please see the following unit test : ``extensions/tests/test_autoreload.py:test_autoload_newly_added_objects``
 
 Auto formatting with black in the CLI
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 If ``black`` is installed in the same environment as IPython, terminal IPython
 will now *by default*  reformat the code in the CLI when possible. You can
 disable this with ``--TerminalInteractiveShell.autoformatter=None``.
 
 This feature was present in 7.x but disabled by default.
 
 
 History Range Glob feature
 ~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 Previously, when using ``%history``, users could specify either
 a range of sessions and lines, for example:
 
 .. code-block:: python
 
    ~8/1-~6/5   # see history from the first line of 8 sessions ago,
                # to the fifth line of 6 sessions ago.``
 
 Or users could specify a glob pattern:
 
 .. code-block:: python
 
    -g <pattern>  # glob ALL history for the specified pattern.
 
 However users could *not* specify both.
 
 If a user *did* specify both a range and a glob pattern,
 then the glob pattern would be used (globbing *all* history) *and the range would be ignored*.
 
 With this enhancement, if a user specifies both a range and a glob pattern, then the glob pattern will be applied to the specified range of history.
 
 Don't start a multi line cell with sunken parenthesis
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 From now on IPython will not ask for the next line of input when given a single
 line with more closing than opening brackets. For example, this means that if
 you (mis)type ``]]`` instead of ``[]``, a ``SyntaxError`` will show up, instead of
 the ``...:`` prompt continuation.
 
 IPython shell for ipdb interact
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 The ipdb ``interact`` starts an IPython shell instead of Python's built-in ``code.interact()``.
 
 Automatic Vi prompt stripping
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 When pasting code into IPython, it will strip the leading prompt characters if
 there are any. For example, you can paste the following code into the console -
 it will still work, even though each line is prefixed with prompts (`In`,
 `Out`)::
 
     In [1]: 2 * 2 == 4
     Out[1]: True
 
     In [2]: print("This still works as pasted")
 
 
 Previously, this was not the case for the Vi-mode prompts::
 
     In [1]: [ins] In [13]: 2 * 2 == 4
        ...: Out[13]: True
        ...:
       File "<ipython-input-1-727bb88eaf33>", line 1
         [ins] In [13]: 2 * 2 == 4
               ^
     SyntaxError: invalid syntax
 
 This is now fixed, and Vi prompt prefixes - ``[ins]`` and ``[nav]`` -  are
 skipped just as the normal ``In`` would be.
 
 IPython shell can be started in the Vi mode using ``ipython --TerminalInteractiveShell.editing_mode=vi``, 
 You should be able to change mode dynamically with ``%config TerminalInteractiveShell.editing_mode='vi'``
 
 Empty History Ranges
 ~~~~~~~~~~~~~~~~~~~~
 
 A number of magics that take history ranges can now be used with an empty
 range. These magics are:
 
  * ``%save``
  * ``%load``
  * ``%pastebin``
  * ``%pycat``
 
 Using them this way will make them take the history of the current session up
 to the point of the magic call (such that the magic itself will not be
 included).
 
 Therefore it is now possible to save the whole history to a file using simple
 ``%save <filename>``, load and edit it using ``%load`` (makes for a nice usage
 when followed with :kbd:`F2`), send it to `dpaste.org <http://dpast.org>`_ using
 ``%pastebin``, or view the whole thing syntax-highlighted with a single
 ``%pycat``.
 
 
 Windows time-implementation: Switch to process_time
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 Timing for example with ``%%time`` on windows is based on ``time.perf_counter``.
 This is at the end the same as W-All.
 To be a bit tighter to linux one could change to ``time.process_time`` instead.
 Thus for example one would no longer count periods of sleep and further.
 
 
 Miscellaneous
 ~~~~~~~~~~~~~
  - Non-text formatters are not disabled in terminal which should simplify
    writing extension displaying images or other mimetypes supporting terminals.
    :ghpull:`12315`
  -
  - It is now possible to automatically insert matching brackets in Terminal IPython using the
    ``TerminalInteractiveShell.auto_match=True`` option. :ghpull:`12586`
  - We are thinking of deprecating the current ``%%javascript`` magic in favor of a better replacement. See :ghpull:`13376`
  - ``%time`` uses ``process_time`` instead of  ``perf_counter``, see :ghpull:`12984`
  - ``~`` is now expanded when part of a path in most magics :ghpull:`13385`
  - ``%/%%timeit`` magic now adds comma every thousands to make reading long number easier :ghpull:`13379`
  - ``"info"`` messages can now be customised to hide some fields :ghpull:`13343`
  - ``collections.UserList`` now pretty-prints :ghpull:`13320`
  - The debugger now have a persistent history, which should make it less
    annoying to retype commands :ghpull:`13246`
  - ``!pip`` ``!conda`` ``!cd`` or ``!ls`` are likely doing the wrong thing, we
    now warn users if they use it. :ghpull:`12954`
  - make ``%precision`` work for ``numpy.float64`` type :ghpull:`12902`
 
 Re-added support for XDG config directories
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 XDG support through the years did come an go, there is a tension between having
 identical location in all platforms to have simple instructions. After initial
 failure a couple of years ago IPython was modified to automatically migrate XDG
 config files back into ``~/.ipython``, the migration code has now been removed.
 And IPython now check the XDG locations, so if you _manually_ move your config
 files to your preferred location, IPython will not move them back.
 
 
 Numfocus Small Developer Grant
 ------------------------------
 
 To prepare for Python 3.10 we have also started working on removing reliance and
 any dependency that is not Python 3.10 compatible; that include migrating our
 test suite to pytest, and starting to remove nose. This also mean that the
 ``iptest`` command is now gone, and all testing is via pytest.
 
 This was in large part thanks to the NumFOCUS Small Developer grant, which enabled us to
 allocate \$4000 to hire `Nikita Kniazev (@Kojoley) <https://github.com/Kojoley>`_,
 who did a fantastic job at updating our code base, migrating to pytest, pushing
 our coverage, and fixing a large number of bugs. I highly recommend contacting
 them if you need help with C++ and Python projects
 
 You can find all relevant issues and PRs with the SDG 2021 tag `<https://github.com/ipython/ipython/issues?q=label%3A%22Numfocus+SDG+2021%22+>`__
 
 Removing support for Older Python
 ---------------------------------
 
 
 We are also removing support for Python up to 3.7 allowing internal code to use more
 efficient ``pathlib``, and make better use of type annotations. 
 
 .. image:: ../_images/8.0/pathlib_pathlib_everywhere.jpg
    :alt: "Meme image of Toy Story with Woody and Buzz, with the text 'pathlib, pathlib everywhere'"
 
 
-We have about 34 PRs only to update some logic tu update some function from managing strings to
+We have about 34 PRs only to update some logic to update some functions from managing strings to
 using Pathlib.
 
 The completer has also seen significant updates and make use of newer Jedi API
 offering faster and more reliable tab completion.
 
+Misc Statistics
+---------------
+
+Here are some numbers:
+
+    7.x: 296 files, 12561 blank lines, 20282 comments, 35142 line of code.
+    8.0: 252 files, 12053 blank lines, 19232 comments, 34505 line of code.
+
+    $ git diff --stat 7.x...master  | tail -1
+    340 files changed, 13399 insertions(+), 12421 deletions(-)
+
+We have commits from 162 authors, who contributed 1916 commits in 23 month, excluding merges to not bias toward
+maintainers pushing buttons.::
+
+   $ git shortlog  -s --no-merges  7.x...master | sort -nr
+   535	Matthias Bussonnier
+    86	Nikita Kniazev
+    69	Blazej Michalik
+    49	Samuel Gaist
+    27	Itamar Turner-Trauring
+    18	Spas Kalaydzhisyki
+    17	Thomas Kluyver
+    17	Quentin Peter
+    17	James Morris
+    17	Artur Svistunov
+    15	Bart Skowron
+    14	Alex Hall
+    13	rushabh-v
+    13	Terry Davis
+    13	Benjamin Ragan-Kelley
+     8	martinRenou
+     8	farisachugthai
+     7	dswij
+     7	Gal B
+     7	Corentin Cadiou
+     6	yuji96
+     6	Martin Skarzynski
+     6	Justin Palmer
+     6	Daniel Goldfarb
+     6	Ben Greiner
+     5	Sammy Al Hashemi
+     5	Paul Ivanov
+     5	Inception95
+     5	Eyenpi
+     5	Douglas Blank
+     5	Coco Mishra
+     5	Bibo Hao
+     5	André A. Gomes
+     5	Ahmed Fasih
+     4	takuya fujiwara
+     4	palewire
+     4	Thomas A Caswell
+     4	Talley Lambert
+     4	Scott Sanderson
+     4	Ram Rachum
+     4	Nick Muoh
+     4	Nathan Goldbaum
+     4	Mithil Poojary
+     4	Michael T
+     4	Jakub Klus
+     4	Ian Castleden
+     4	Eli Rykoff
+     4	Ashwin Vishnu
+     3	谭九鼎
+     3	sleeping
+     3	Sylvain Corlay
+     3	Peter Corke
+     3	Paul Bissex
+     3	Matthew Feickert
+     3	Fernando Perez
+     3	Eric Wieser
+     3	Daniel Mietchen
+     3	Aditya Sathe
+     3	007vedant
+     2	rchiodo
+     2	nicolaslazo
+     2	luttik
+     2	gorogoroumaru
+     2	foobarbyte
+     2	bar-hen
+     2	Theo Ouzhinski
+     2	Strawkage
+     2	Samreen Zarroug
+     2	Pete Blois
+     2	Meysam Azad
+     2	Matthieu Ancellin
+     2	Mark Schmitz
+     2	Maor Kleinberger
+     2	MRCWirtz
+     2	Lumir Balhar
+     2	Julien Rabinow
+     2	Juan Luis Cano Rodríguez
+     2	Joyce Er
+     2	Jakub
+     2	Faris A Chugthai
+     2	Ethan Madden
+     2	Dimitri Papadopoulos
+     2	Diego Fernandez
+     2	Daniel Shimon
+     2	Coco Bennett
+     2	Carlos Cordoba
+     2	Boyuan Liu
+     2	BaoGiang HoangVu
+     2	Augusto
+     2	Arthur Svistunov
+     2	Arthur Moreira
+     2	Ali Nabipour
+     2	Adam Hackbarth
+     1	richard
+     1	linar-jether
+     1	lbennett
+     1	juacrumar
+     1	gpotter2
+     1	digitalvirtuoso
+     1	dalthviz
+     1	Yonatan Goldschmidt
+     1	Tomasz Kłoczko
+     1	Tobias Bengfort
+     1	Timur Kushukov
+     1	Thomas
+     1	Snir Broshi
+     1	Shao Yang Hong
+     1	Sanjana-03
+     1	Romulo Filho
+     1	Rodolfo Carvalho
+     1	Richard Shadrach
+     1	Reilly Tucker Siemens
+     1	Rakessh Roshan
+     1	Piers Titus van der Torren
+     1	PhanatosZou
+     1	Pavel Safronov
+     1	Paulo S. Costa
+     1	Paul McCarthy
+     1	NotWearingPants
+     1	Naelson Douglas
+     1	Michael Tiemann
+     1	Matt Wozniski
+     1	Markus Wageringel
+     1	Marcus Wirtz
+     1	Marcio Mazza
+     1	Lumír 'Frenzy' Balhar
+     1	Lightyagami1
+     1	Leon Anavi
+     1	LeafyLi
+     1	L0uisJ0shua
+     1	Kyle Cutler
+     1	Krzysztof Cybulski
+     1	Kevin Kirsche
+     1	KIU Shueng Chuan
+     1	Jonathan Slenders
+     1	Jay Qi
+     1	Jake VanderPlas
+     1	Iwan Briquemont
+     1	Hussaina Begum Nandyala
+     1	Gordon Ball
+     1	Gabriel Simonetto
+     1	Frank Tobia
+     1	Erik
+     1	Elliott Sales de Andrade
+     1	Daniel Hahler
+     1	Dan Green-Leipciger
+     1	Dan Green
+     1	Damian Yurzola
+     1	Coon, Ethan T
+     1	Carol Willing
+     1	Brian Lee
+     1	Brendan Gerrity
+     1	Blake Griffin
+     1	Bastian Ebeling
+     1	Bartosz Telenczuk
+     1	Ankitsingh6299
+     1	Andrew Port
+     1	Andrew J. Hesford
+     1	Albert Zhang
+     1	Adam Johnson
+
+This does not of course represent non-code contributions.
+
+
+API Changes using Frappuccino
+-----------------------------
+
+This is an experimental exhaustive API difference using `Frappuccino <https://pypi.org/project/frappuccino/>`_
+
+
+The following items are new in IPython 8.0 ::
+
+    + IPython.core.async_helpers.get_asyncio_loop()
+    + IPython.core.completer.Dict
+    + IPython.core.completer.Pattern
+    + IPython.core.completer.Sequence
+    + IPython.core.completer.__skip_doctest__
+    + IPython.core.debugger.Pdb.precmd(self, line)
+    + IPython.core.debugger.__skip_doctest__
+    + IPython.core.display.__getattr__(name)
+    + IPython.core.display.warn
+    + IPython.core.display_functions
+    + IPython.core.display_functions.DisplayHandle
+    + IPython.core.display_functions.DisplayHandle.display(self, obj, **kwargs)
+    + IPython.core.display_functions.DisplayHandle.update(self, obj, **kwargs)
+    + IPython.core.display_functions.__all__
+    + IPython.core.display_functions.__builtins__
+    + IPython.core.display_functions.__cached__
+    + IPython.core.display_functions.__doc__
+    + IPython.core.display_functions.__file__
+    + IPython.core.display_functions.__loader__
+    + IPython.core.display_functions.__name__
+    + IPython.core.display_functions.__package__
+    + IPython.core.display_functions.__spec__
+    + IPython.core.display_functions.b2a_hex
+    + IPython.core.display_functions.clear_output(wait=False)
+    + IPython.core.display_functions.display(*objs, include='None', exclude='None', metadata='None', transient='None', display_id='None', raw=False, clear=False, **kwargs)
+    + IPython.core.display_functions.publish_display_data(data, metadata='None', source='<deprecated>', *, transient='None', **kwargs)
+    + IPython.core.display_functions.update_display(obj, *, display_id, **kwargs)
+    + IPython.core.extensions.BUILTINS_EXTS
+    + IPython.core.inputtransformer2.has_sunken_brackets(tokens)
+    + IPython.core.interactiveshell.Callable
+    + IPython.core.interactiveshell.__annotations__
+    + IPython.core.ultratb.List
+    + IPython.core.ultratb.Tuple
+    + IPython.lib.pretty.CallExpression
+    + IPython.lib.pretty.CallExpression.factory(name)
+    + IPython.lib.pretty.RawStringLiteral
+    + IPython.lib.pretty.RawText
+    + IPython.terminal.debugger.TerminalPdb.do_interact(self, arg)
+    + IPython.terminal.embed.Set
+
+The following items have been removed (or moved to superclass)::
+
+    - IPython.core.application.BaseIPythonApplication.initialize_subcommand
+    - IPython.core.completer.Sentinel
+    - IPython.core.completer.skip_doctest
+    - IPython.core.debugger.Tracer
+    - IPython.core.display.DisplayHandle
+    - IPython.core.display.DisplayHandle.display
+    - IPython.core.display.DisplayHandle.update
+    - IPython.core.display.b2a_hex
+    - IPython.core.display.clear_output
+    - IPython.core.display.display
+    - IPython.core.display.publish_display_data
+    - IPython.core.display.update_display
+    - IPython.core.excolors.Deprec
+    - IPython.core.excolors.ExceptionColors
+    - IPython.core.history.warn
+    - IPython.core.hooks.late_startup_hook
+    - IPython.core.hooks.pre_run_code_hook
+    - IPython.core.hooks.shutdown_hook
+    - IPython.core.interactiveshell.InteractiveShell.init_deprecation_warnings
+    - IPython.core.interactiveshell.InteractiveShell.init_readline
+    - IPython.core.interactiveshell.InteractiveShell.write
+    - IPython.core.interactiveshell.InteractiveShell.write_err
+    - IPython.core.interactiveshell.get_default_colors
+    - IPython.core.interactiveshell.removed_co_newlocals
+    - IPython.core.magics.execution.ExecutionMagics.profile_missing_notice
+    - IPython.core.magics.script.PIPE
+    - IPython.core.prefilter.PrefilterManager.init_transformers
+    - IPython.core.release.classifiers
+    - IPython.core.release.description
+    - IPython.core.release.keywords
+    - IPython.core.release.long_description
+    - IPython.core.release.name
+    - IPython.core.release.platforms
+    - IPython.core.release.url
+    - IPython.core.ultratb.VerboseTB.format_records
+    - IPython.core.ultratb.find_recursion
+    - IPython.core.ultratb.findsource
+    - IPython.core.ultratb.fix_frame_records_filenames
+    - IPython.core.ultratb.inspect_error
+    - IPython.core.ultratb.is_recursion_error
+    - IPython.core.ultratb.with_patch_inspect
+    - IPython.external.__all__
+    - IPython.external.__builtins__
+    - IPython.external.__cached__
+    - IPython.external.__doc__
+    - IPython.external.__file__
+    - IPython.external.__loader__
+    - IPython.external.__name__
+    - IPython.external.__package__
+    - IPython.external.__path__
+    - IPython.external.__spec__
+    - IPython.kernel.KernelConnectionInfo
+    - IPython.kernel.__builtins__
+    - IPython.kernel.__cached__
+    - IPython.kernel.__warningregistry__
+    - IPython.kernel.pkg
+    - IPython.kernel.protocol_version
+    - IPython.kernel.protocol_version_info
+    - IPython.kernel.src
+    - IPython.kernel.version_info
+    - IPython.kernel.warn
+    - IPython.lib.backgroundjobs
+    - IPython.lib.backgroundjobs.BackgroundJobBase
+    - IPython.lib.backgroundjobs.BackgroundJobBase.run
+    - IPython.lib.backgroundjobs.BackgroundJobBase.traceback
+    - IPython.lib.backgroundjobs.BackgroundJobExpr
+    - IPython.lib.backgroundjobs.BackgroundJobExpr.call
+    - IPython.lib.backgroundjobs.BackgroundJobFunc
+    - IPython.lib.backgroundjobs.BackgroundJobFunc.call
+    - IPython.lib.backgroundjobs.BackgroundJobManager
+    - IPython.lib.backgroundjobs.BackgroundJobManager.flush
+    - IPython.lib.backgroundjobs.BackgroundJobManager.new
+    - IPython.lib.backgroundjobs.BackgroundJobManager.remove
+    - IPython.lib.backgroundjobs.BackgroundJobManager.result
+    - IPython.lib.backgroundjobs.BackgroundJobManager.status
+    - IPython.lib.backgroundjobs.BackgroundJobManager.traceback
+    - IPython.lib.backgroundjobs.__builtins__
+    - IPython.lib.backgroundjobs.__cached__
+    - IPython.lib.backgroundjobs.__doc__
+    - IPython.lib.backgroundjobs.__file__
+    - IPython.lib.backgroundjobs.__loader__
+    - IPython.lib.backgroundjobs.__name__
+    - IPython.lib.backgroundjobs.__package__
+    - IPython.lib.backgroundjobs.__spec__
+    - IPython.lib.kernel.__builtins__
+    - IPython.lib.kernel.__cached__
+    - IPython.lib.kernel.__doc__
+    - IPython.lib.kernel.__file__
+    - IPython.lib.kernel.__loader__
+    - IPython.lib.kernel.__name__
+    - IPython.lib.kernel.__package__
+    - IPython.lib.kernel.__spec__
+    - IPython.lib.kernel.__warningregistry__
+    - IPython.paths.fs_encoding
+    - IPython.terminal.debugger.DEFAULT_BUFFER
+    - IPython.terminal.debugger.cursor_in_leading_ws
+    - IPython.terminal.debugger.emacs_insert_mode
+    - IPython.terminal.debugger.has_selection
+    - IPython.terminal.debugger.vi_insert_mode
+    - IPython.terminal.interactiveshell.DISPLAY_BANNER_DEPRECATED
+    - IPython.terminal.ipapp.TerminalIPythonApp.parse_command_line
+    - IPython.testing.test
+    - IPython.utils.contexts.NoOpContext
+    - IPython.utils.io.IOStream
+    - IPython.utils.io.IOStream.close
+    - IPython.utils.io.IOStream.write
+    - IPython.utils.io.IOStream.writelines
+    - IPython.utils.io.__warningregistry__
+    - IPython.utils.io.atomic_writing
+    - IPython.utils.io.stderr
+    - IPython.utils.io.stdin
+    - IPython.utils.io.stdout
+    - IPython.utils.io.unicode_std_stream
+    - IPython.utils.path.get_ipython_cache_dir
+    - IPython.utils.path.get_ipython_dir
+    - IPython.utils.path.get_ipython_module_path
+    - IPython.utils.path.get_ipython_package_dir
+    - IPython.utils.path.locate_profile
+    - IPython.utils.path.unquote_filename
+    - IPython.utils.py3compat.PY2
+    - IPython.utils.py3compat.PY3
+    - IPython.utils.py3compat.buffer_to_bytes
+    - IPython.utils.py3compat.builtin_mod_name
+    - IPython.utils.py3compat.cast_bytes
+    - IPython.utils.py3compat.getcwd
+    - IPython.utils.py3compat.isidentifier
+    - IPython.utils.py3compat.u_format
+
+The following signatures differ between 7.x and 8.0::
+
+    - IPython.core.completer.IPCompleter.unicode_name_matches(self, text)
+    + IPython.core.completer.IPCompleter.unicode_name_matches(text)
+
+    - IPython.core.completer.match_dict_keys(keys, prefix, delims)
+    + IPython.core.completer.match_dict_keys(keys, prefix, delims, extra_prefix='None')
+
+    - IPython.core.interactiveshell.InteractiveShell.object_inspect_mime(self, oname, detail_level=0)
+    + IPython.core.interactiveshell.InteractiveShell.object_inspect_mime(self, oname, detail_level=0, omit_sections='()')
+
+    - IPython.core.interactiveshell.InteractiveShell.set_hook(self, name, hook, priority=50, str_key='None', re_key='None', _warn_deprecated=True)
+    + IPython.core.interactiveshell.InteractiveShell.set_hook(self, name, hook, priority=50, str_key='None', re_key='None')
+
+    - IPython.core.oinspect.Inspector.info(self, obj, oname='', formatter='None', info='None', detail_level=0)
+    + IPython.core.oinspect.Inspector.info(self, obj, oname='', info='None', detail_level=0)
+
+    - IPython.core.oinspect.Inspector.pinfo(self, obj, oname='', formatter='None', info='None', detail_level=0, enable_html_pager=True)
+    + IPython.core.oinspect.Inspector.pinfo(self, obj, oname='', formatter='None', info='None', detail_level=0, enable_html_pager=True, omit_sections='()')
+
+    - IPython.core.profiledir.ProfileDir.copy_config_file(self, config_file, path='None', overwrite=False)
+    + IPython.core.profiledir.ProfileDir.copy_config_file(self, config_file, path, overwrite=False)
+
+    - IPython.core.ultratb.VerboseTB.format_record(self, frame, file, lnum, func, lines, index)
+    + IPython.core.ultratb.VerboseTB.format_record(self, frame_info)
+
+    - IPython.terminal.embed.InteractiveShellEmbed.mainloop(self, local_ns='None', module='None', stack_depth=0, display_banner='None', global_ns='None', compile_flags='None')
+    + IPython.terminal.embed.InteractiveShellEmbed.mainloop(self, local_ns='None', module='None', stack_depth=0, compile_flags='None')
+
+    - IPython.terminal.embed.embed(**kwargs)
+    + IPython.terminal.embed.embed(*, header='', compile_flags='None', **kwargs)
+
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.interact(self, display_banner='<object object at 0xffffff>')
+    + IPython.terminal.interactiveshell.TerminalInteractiveShell.interact(self)
+
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.mainloop(self, display_banner='<object object at 0xffffff>')
+    + IPython.terminal.interactiveshell.TerminalInteractiveShell.mainloop(self)
+
+    - IPython.utils.path.get_py_filename(name, force_win32='None')
+    + IPython.utils.path.get_py_filename(name)
+
+The following are new attributes (that might be inherited)::
+
+    + IPython.core.completer.IPCompleter.unicode_names
+    + IPython.core.debugger.InterruptiblePdb.precmd
+    + IPython.core.debugger.Pdb.precmd
+    + IPython.core.ultratb.AutoFormattedTB.has_colors
+    + IPython.core.ultratb.ColorTB.has_colors
+    + IPython.core.ultratb.FormattedTB.has_colors
+    + IPython.core.ultratb.ListTB.has_colors
+    + IPython.core.ultratb.SyntaxTB.has_colors
+    + IPython.core.ultratb.TBTools.has_colors
+    + IPython.core.ultratb.VerboseTB.has_colors
+    + IPython.terminal.debugger.TerminalPdb.do_interact
+    + IPython.terminal.debugger.TerminalPdb.precmd
+
+The following attribute/methods have been removed::
+
+    - IPython.core.application.BaseIPythonApplication.deprecated_subcommands
+    - IPython.core.ultratb.AutoFormattedTB.format_records
+    - IPython.core.ultratb.ColorTB.format_records
+    - IPython.core.ultratb.FormattedTB.format_records
+    - IPython.terminal.embed.InteractiveShellEmbed.init_deprecation_warnings
+    - IPython.terminal.embed.InteractiveShellEmbed.init_readline
+    - IPython.terminal.embed.InteractiveShellEmbed.write
+    - IPython.terminal.embed.InteractiveShellEmbed.write_err
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.init_deprecation_warnings
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.init_readline
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.write
+    - IPython.terminal.interactiveshell.TerminalInteractiveShell.write_err
+    - IPython.terminal.ipapp.LocateIPythonApp.deprecated_subcommands
+    - IPython.terminal.ipapp.LocateIPythonApp.initialize_subcommand
+    - IPython.terminal.ipapp.TerminalIPythonApp.deprecated_subcommands
+    - IPython.terminal.ipapp.TerminalIPythonApp.initialize_subcommand