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version7.rst
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Matthias Bussonnier
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r24535 ============
7.x Series
============
.. _whatsnew700:
IPython 7.0.0
=============
.. warning::
IPython 7.0 is currently in Beta, Feedback on API/changes and
addition/updates to this cahngelog are welcomed.
Released .... ...., 2017
IPython 7 include major features improvement as you can read in the following
changelog. This is also the second major version of IPython to stop support only
Python 3 – starting at Python 3.4. Python 2 is still still community supported
on the bugfix only 5.x branch, but we remind you that Python 2 EOL is Jan 1st
2020.
We were able to backport bug fixes to the 5.x branch thanks to our backport bot which
backported more than `70 Pull-Requests
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r24536 <https://github.com/ipython/ipython/pulls?page=3&q=is%3Apr+sort%3Aupdated-desc+author%3Aapp%2Fmeeseeksdev++5.x&utf8=%E2%9C%93>`_, but there are still many PRs that required manually work, and this is an area of the project were you can easily contribute by looking for `PRs still needed backport <https://github.com/ipython/ipython/issues?q=label%3A%22Still+Needs+Manual+Backport%22+is%3Aclosed+sort%3Aupdated-desc>`_
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IPython 6.x branch will likely not see any further release unless we critical
bugs are found.
Make sure you have pip > 9.0 before upgrading. You should be able to update by simply runngin
.. code::
pip install ipython --upgrade
Or if you have conda installed:
.. code::
conda install ipython
Prompt Toolkit 2.0
------------------
IPython 7.0+ now use ``prompt_toolkit 2.0``, if you still need to use earlier
``prompt_toolkit`` version you may need to pin IPython to ``<7.0``.
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r24476 Autowait: Asynchronous REPL
---------------------------
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r24476 Staring with IPython 7.0 and on Python 3.6+, IPython can automatically await
code at top level, you should not need to access an event loop or runner
yourself. To know more read the :ref:`autoawait` section of our docs, see
:ghpull:`11265` or try the following code::
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Python 3.6.0
Type 'copyright', 'credits' or 'license' for more information
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r24476 IPython 7.0.0 -- An enhanced Interactive Python. Type '?' for help.
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In [1]: import aiohttp
...: result = aiohttp.get('https://api.github.com')
In [2]: response = await result
<pause for a few 100s ms>
In [3]: await response.json()
Out[3]:
{'authorizations_url': 'https://api.github.com/authorizations',
'code_search_url': 'https://api.github.com/search/code?q={query}{&page,per_page,sort,order}',
...
}
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r24490 .. note::
Async integration is experimental code, behavior may change or be removed
between Python and IPython versions without warnings.
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r24535 Integration is by default with `asyncio`, but other libraries can be configured,
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r24463 like ``curio`` or ``trio``, to improve concurrency in the REPL::
In [1]: %autoawait trio
In [2]: import trio
In [3]: async def child(i):
...: print(" child %s goes to sleep"%i)
...: await trio.sleep(2)
...: print(" child %s wakes up"%i)
In [4]: print('parent start')
...: async with trio.open_nursery() as n:
...: for i in range(3):
...: n.spawn(child, i)
...: print('parent end')
parent start
child 2 goes to sleep
child 0 goes to sleep
child 1 goes to sleep
<about 2 seconds pause>
child 2 wakes up
child 1 wakes up
child 0 wakes up
parent end
See :ref:`autoawait` for more information.
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r24476 Asynchronous code in a Notebook interface or any other frontend using the
Jupyter Protocol will need further updates of the IPykernel package.
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r24535 Non-Asynchronous code
~~~~~~~~~~~~~~~~~~~~~
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r24490
As the internal API of IPython are now asynchronous, IPython need to run under
an even loop. In order to allow many workflow, (like using the ``%run`` magic,
or copy_pasting code that explicitly starts/stop event loop), when top-level code
is detected as not being asynchronous, IPython code is advanced via a
pseudo-synchronous runner, and will not may not advance pending tasks.
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r24476
Change to Nested Embed
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r24535 ~~~~~~~~~~~~~~~~~~~~~~
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r24476
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r24490 The introduction of the ability to run async code had some effect on the
``IPython.embed()`` API. By default embed will not allow you to run asynchronous
code unless a event loop is specified.
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r24500 Effects on Magics
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r24535 ~~~~~~~~~~~~~~~~~
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r24500
Some magics will not work with Async, and will need updates. Contribution
welcome.
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r24490 Expected Future changes
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r24535 ~~~~~~~~~~~~~~~~~~~~~~~
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r24490
We expect more internal but public IPython function to become ``async``, and
will likely end up having a persisting event loop while IPython is running.
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r24476
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r24490 Thanks
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r24535 ~~~~~~
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r24463
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r24490 This took more than a year in the making, and the code was rebased a number of
time leading to commit authorship that may have been lost in the final
Pull-Request. Huge thanks to many people for contribution, discussion, code,
documentation, use-case: dalejung, danielballan, ellisonbg, fperez, gnestor,
minrk, njsmith, pganssle, tacaswell, takluyver , vidartf ... And many other.
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Autoreload Improvment
---------------------
The magic ``%autoreload 2`` now captures new methods added to classes. Earlier, only methods existing as of the initial import were being tracked and updated.
This new feature helps dual environment development - Jupyter+IDE - where the code gradually moves from notebook cells to package files, as it gets structured.
**Example**: An instance of the class `MyClass` will be able to access the method `cube()` after it is uncommented and the file `file1.py` saved on disk.
..code::
# notebook
from mymodule import MyClass
first = MyClass(5)
.. code::
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r24535 # mymodule/file1.py
class MyClass:
def __init__(self, a=10):
self.a = a
def square(self):
print('compute square')
return self.a*self.a
# def cube(self):
# print('compute cube')
# return self.a*self.a*self.a
Misc
----
The autoindent feature that was deprecated in 5.x was re-enabled and
un-deprecated in :ghpull:`11257`
Make ``%run -n -i ...`` work correctly. Earlier, if ``%run`` was passed both arguments, ``-n`` would be silently ignored. See :ghpull:`10308`
Deprecations
------------
A couple of unused function and methods have been deprecated and will be removed
in future versions:
- ``IPython.utils.io.raw_print_err``
- ``IPython.utils.io.raw_print``
Backwards incompatible changes
------------------------------
* The API for transforming input before it is parsed as Python code has been
completely redesigned, and any custom input transformations will need to be
rewritten. See :doc:`/config/inputtransforms` for details of the new API.