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1 1 ============
2 2 8.x Series
3 3 ============
4 4
5 5 IPython 8.0
6 6 -----------
7 7
8 8 IPython 8.0 is still in alpha/beta stage. Please help us improve those release notes
9 9 by sending PRs that modify docs/source/whatsnew/version8.rst
10 10
11 11 IPython 8.0 is bringing a large number of new features and improvements to both the
12 12 user of the terminal and of the kernel via Jupyter. The removal of compatibility
13 13 with older version of Python is also the opportunity to do a couple of
14 14 performance improvement in particular with respect to startup time.
15 15 The 8.x branch started diverging from its predecessor around IPython 7.12
16 16 (January 2020).
17 17
18 18 This release contains 250+ Pull Requests, in addition to many of the features
19 19 and backports that have made it to the 7.x branch. All PRs that went into this
20 20 released are properly tagged with the 8.0 milestone if you wish to have a more
21 21 in depth look at the changes.
22 22
23 23 Please fell free to send pull-requests to updates those notes after release,
24 24 I have likely forgotten a few things reviewing 250+ PRs.
25 25
26 26 Dependencies changes/downstream packaging
27 27 -----------------------------------------
28 28
29 29 Note that most of our building step have been changes to be (mostly) declarative
30 30 and follow PEP 517, we are trying to completely remove ``setup.py`` (:ghpull:`13238`) and are
31 31 looking for help to do so.
32 32
33 33 - Minimum supported ``traitlets`` version if now 5+
34 34 - we now require ``stack_data``
35 35 - Minimal Python is now 3.8
36 36 - ``nose`` is not a testing requirement anymore
37 37 - ``pytest`` replaces nose.
38 38 - ``iptest``/``iptest3`` cli entrypoints do not exists anymore.
39 39 - minimum officially support ``numpy`` version has been bumped, but this should
40 40 not have much effect on packaging.
41 41
42 42
43 43 Deprecation and removal
44 44 -----------------------
45 45
46 46 We removed almost all features, arguments, functions, and modules that were
47 47 marked as deprecated between IPython 1.0 and 5.0. As reminder 5.0 was released
48 48 in 2016, and 1.0 in 2013. Last release of the 5 branch was 5.10.0, in may 2020.
49 49 The few remaining deprecated features we left have better deprecation warnings
50 50 or have been turned into explicit errors for better error messages.
51 51
52 52 I will use this occasion to add the following requests to anyone emitting a
53 53 deprecation warning:
54 54
55 55 - Please at at least ``stacklevel=2`` so that the warning is emitted into the
56 56 caller context, and not the callee one.
57 57 - Please add **since which version** something is deprecated.
58 58
59 59 As a side note it is much easier to deal with conditional comparing to versions
60 60 numbers than ``try/except`` when a functionality change with version.
61 61
62 62 I won't list all the removed features here, but modules like ``IPython.kernel``,
63 63 which was just a shim module around ``ipykernel`` for the past 8 years have been
64 64 remove, and so many other similar things that pre-date the name **Jupyter**
65 65 itself.
66 66
67 67 We no longer need to add ``IPyhton.extensions`` to the PYTHONPATH because that is being
68 68 handled by ``load_extension``.
69 69
70 70 We are also removing ``Cythonmagic``, ``sympyprinting`` and ``rmagic`` as they are now in
71 71 other packages and no longer need to be inside IPython.
72 72
73 73
74 74 Documentation
75 75 -------------
76 76
77 77 Majority of our docstrings have now been reformatted and automatically fixed by
78 78 the experimental `VΓ©lin <https://pypi.org/project/velin/>`_ project, to conform
79 79 to numpydoc.
80 80
81 81 Type annotations
82 82 ----------------
83 83
84 84 While IPython itself is highly dynamic and can't be completely typed, many of
85 85 the function now have type annotation, and part of the codebase and now checked
86 86 by mypy.
87 87
88 88
89 89 Featured changes
90 90 ----------------
91 91
92 92 Here is a features list of changes in IPython 8.0. This is of course non-exhaustive.
93 93 Please note as well that many features have been added in the 7.x branch as well
94 94 (and hence why you want to read the 7.x what's new notes), in particular
95 95 features contributed by QuantStack (with respect to debugger protocol, and Xeus
96 96 Python), as well as many debugger features that I was please to implement as
97 97 part of my work at QuanSight and Sponsored by DE Shaw.
98 98
99 Better Tracebacks
100 ~~~~~~~~~~~~~~~~~
99 Traceback improvements
100 ~~~~~~~~~~~~~~~~~~~~~~
101
102 Previously, error tracebacks for errors happening in code cells were showing a
103 hash, the one used for compiling the Python AST::
101 104
102 The first on is the integration of the ``stack_data`` package;
105 In [1]: def foo():
106 ...: return 3 / 0
107 ...:
108
109 In [2]: foo()
110 ---------------------------------------------------------------------------
111 ZeroDivisionError Traceback (most recent call last)
112 <ipython-input-2-c19b6d9633cf> in <module>
113 ----> 1 foo()
114
115 <ipython-input-1-1595a74c32d5> in foo()
116 1 def foo():
117 ----> 2 return 3 / 0
118 3
119
120 ZeroDivisionError: division by zero
121
122 The error traceback is now correctly formatted, showing the cell number in which the error happened::
123
124 In [1]: def foo():
125 ...: return 3 / 0
126 ...:
127
128 Input In [2]: foo()
129 ---------------------------------------------------------------------------
130 ZeroDivisionError Traceback (most recent call last)
131 input In [2], in <module>
132 ----> 1 foo()
133
134 Input In [1], in foo()
135 1 def foo():
136 ----> 2 return 3 / 0
137
138 ZeroDivisionError: division by zero
139
140 The Second on is the integration of the ``stack_data`` package;
103 141 which provide smarter informations in traceback; in particular it will highlight
104 142 the AST node where an error occurs which can help to quickly narrow down errors.
105 143
106 144 For example in the following snippet::
107 145
108 146 def foo(i):
109 147 x = [[[0]]]
110 148 return x[0][i][0]
111 149
112 150
113 151 def bar():
114 152 return foo(0) + foo(
115 153 1
116 154 ) + foo(2)
117 155
118 156
119 157 Calling ``bar()`` would raise an ``IndexError`` on the return line of ``foo``,
120 158 IPython 8.0 is capable of telling you, where the index error occurs::
121 159
122 160
123 161 IndexError
124 162 Input In [2], in <module>
125 163 ----> 1 bar()
126 164 ^^^^^
127 165
128 166 Input In [1], in bar()
129 167 6 def bar():
130 168 ----> 7 return foo(0) + foo(
131 169 ^^^^
132 170 8 1
133 171 ^^^^^^^^
134 172 9 ) + foo(2)
135 173 ^^^^
136 174
137 175 Input In [1], in foo(i)
138 176 1 def foo(i):
139 177 2 x = [[[0]]]
140 178 ----> 3 return x[0][i][0]
141 179 ^^^^^^^
142 180
143 181 Corresponding location marked here with ``^`` will show up highlighted in
144 182 terminal and notebooks.
145 183
184 The Third, which is the most discreet but can have a high impact on
185 productivity, a colon ``::`` and line number is appended after a filename in
186 traceback::
187
188
189 ZeroDivisionError Traceback (most recent call last)
190 File ~/error.py:4, in <module>
191 1 def f():
192 2 1/0
193 ----> 4 f()
194
195 File ~/error.py:2, in f()
196 1 def f():
197 ----> 2 1/0
198
199 Many terminal and editor have integrations allow to directly jump to the
200 relevant file/line when this syntax is used.
201
146 202
147 203 Autosuggestons
148 204 ~~~~~~~~~~~~~~
149 205
150 206 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>`__.
151 207
152 208 `Ptpython <https://github.com/prompt-toolkit/ptpython#ptpython>`__ allows users to enable this feature in
153 209 `ptpython/config.py <https://github.com/prompt-toolkit/ptpython/blob/master/examples/ptpython_config/config.py#L90>`__.
154 210
155 211 This feature allows users to accept autosuggestions with ctrl e, ctrl f,
156 212 or right arrow as described below.
157 213
158 214 1. Start ipython
159 215
160 216 .. image:: ../_images/8.0/auto_suggest_1_prompt_no_text.png
161 217
162 218 2. Run ``print("hello")``
163 219
164 220 .. image:: ../_images/8.0/auto_suggest_2_print_hello_suggest.png
165 221
166 222 3. start typing ``print`` again to see the autosuggestion
167 223
168 224 .. image:: ../_images/8.0/auto_suggest_3_print_hello_suggest.png
169 225
170 226 4. Press ``ctrl-f``, or ``ctrl-e``, or ``right-arrow`` to accept the suggestion
171 227
172 228 .. image:: ../_images/8.0/auto_suggest_4_print_hello.png
173 229
174 230 You can also complete word by word:
175 231
176 232 1. Run ``def say_hello(): print("hello")``
177 233
178 234 .. image:: ../_images/8.0/auto_suggest_second_prompt.png
179 235
180 236 2. Start typing the first letter if ``def`` to see the autosuggestion
181 237
182 238 .. image:: ../_images/8.0/auto_suggest_d_phantom.png
183 239
184 240 3. Press ``alt-f`` (or ``escape`` followed by ``f``), to accept the first word of the suggestion
185 241
186 242 .. image:: ../_images/8.0/auto_suggest_def_phantom.png
187 243
188 244 Importantly, this feature does not interfere with tab completion:
189 245
190 246 1. After running ``def say_hello(): print("hello")``, press d
191 247
192 248 .. image:: ../_images/8.0/auto_suggest_d_phantom.png
193 249
194 250 2. Press Tab to start tab completion
195 251
196 252 .. image:: ../_images/8.0/auto_suggest_d_completions.png
197 253
198 254 3A. Press Tab again to select the first option
199 255
200 256 .. image:: ../_images/8.0/auto_suggest_def_completions.png
201 257
202 258 3B. Press ``alt f`` (``escape``, ``f``) to accept to accept the first word of the suggestion
203 259
204 260 .. image:: ../_images/8.0/auto_suggest_def_phantom.png
205 261
206 262 3C. Press ``ctrl-f`` or ``ctrl-e`` to accept the entire suggestion
207 263
208 264 .. image:: ../_images/8.0/auto_suggest_match_parens.png
209 265
210 266
211 267 Currently, autosuggestions are only shown in the emacs or vi insert editing modes:
212 268
213 269 - The ctrl e, ctrl f, and alt f shortcuts work by default in emacs mode.
214 270 - 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/>`__.
215 271
216 272
217 273 Show pinfo information in ipdb using "?" and "??"
218 274 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
219 275
220 276 In IPDB, it is now possible to show the information about an object using "?"
221 277 and "??", in much the same way it can be done when using the IPython prompt::
222 278
223 279 ipdb> partial?
224 280 Init signature: partial(self, /, *args, **kwargs)
225 281 Docstring:
226 282 partial(func, *args, **keywords) - new function with partial application
227 283 of the given arguments and keywords.
228 284 File: ~/.pyenv/versions/3.8.6/lib/python3.8/functools.py
229 285 Type: type
230 286 Subclasses:
231 287
232 288 Previously, ``pinfo`` or ``pinfo2`` command had to be used for this purpose.
233 289
234 290
235 291 Autoreload 3 feature
236 292 ~~~~~~~~~~~~~~~~~~~~
237 293
238 294 Example: When an IPython session is ran with the 'autoreload' extension loaded,
239 295 you will now have the option '3' to select which means the following:
240 296
241 297 1. replicate all functionality from option 2
242 298 2. autoload all new funcs/classes/enums/globals from the module when they are added
243 299 3. autoload all newly imported funcs/classes/enums/globals from external modules
244 300
245 301 Try ``%autoreload 3`` in an IPython session after running ``%load_ext autoreload``
246 302
247 303 For more information please see the following unit test : ``extensions/tests/test_autoreload.py:test_autoload_newly_added_objects``
248 304
305 Auto formatting with black in the CLI
306 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
307
308 If ``black`` is installed in the same environment as IPython, terminal IPython
309 will now *by default* reformat the code in the CLI when possible. You can
310 disable this with ``--TerminalInteractiveShell.autoformatter=None``.
249 311
312 This feature was present in 7.x but disabled by default.
250 313
251 314
252 315 History Range Glob feature
253 316 ~~~~~~~~~~~~~~~~~~~~~~~~~~
254 317
255 318 Previously, when using ``%history``, users could specify either
256 319 a range of sessions and lines, for example:
257 320
258 321 .. code-block:: python
259 322
260 323 ~8/1-~6/5 # see history from the first line of 8 sessions ago,
261 324 # to the fifth line of 6 sessions ago.``
262 325
263 326 Or users could specify a glob pattern:
264 327
265 328 .. code-block:: python
266 329
267 330 -g <pattern> # glob ALL history for the specified pattern.
268 331
269 332 However users could *not* specify both.
270 333
271 334 If a user *did* specify both a range and a glob pattern,
272 335 then the glob pattern would be used (globbing *all* history) *and the range would be ignored*.
273 336
274 337 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.
275 338
276 339 Don't start a multi line cell with sunken parenthesis
277 340 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
278 341
279 342 From now on IPython will not ask for the next line of input when given a single
280 343 line with more closing than opening brackets. For example, this means that if
281 344 you (mis)type ``]]`` instead of ``[]``, a ``SyntaxError`` will show up, instead of
282 345 the ``...:`` prompt continuation.
283 346
284 347 IPython shell for ipdb interact
285 348 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
286 349
287 350 The ipdb ``interact`` starts an IPython shell instead of Python's built-in ``code.interact()``.
288 351
289 352 Automatic Vi prompt stripping
290 353 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
291 354
292 355 When pasting code into IPython, it will strip the leading prompt characters if
293 356 there are any. For example, you can paste the following code into the console -
294 357 it will still work, even though each line is prefixed with prompts (`In`,
295 358 `Out`)::
296 359
297 360 In [1]: 2 * 2 == 4
298 361 Out[1]: True
299 362
300 363 In [2]: print("This still works as pasted")
301 364
302 365
303 366 Previously, this was not the case for the Vi-mode prompts::
304 367
305 368 In [1]: [ins] In [13]: 2 * 2 == 4
306 369 ...: Out[13]: True
307 370 ...:
308 371 File "<ipython-input-1-727bb88eaf33>", line 1
309 372 [ins] In [13]: 2 * 2 == 4
310 373 ^
311 374 SyntaxError: invalid syntax
312 375
313 376 This is now fixed, and Vi prompt prefixes - ``[ins]`` and ``[nav]`` - are
314 377 skipped just as the normal ``In`` would be.
315 378
316 379 IPython shell can be started in the Vi mode using ``ipython --TerminalInteractiveShell.editing_mode=vi``,
317 380 You should be able to change mode dynamically with ``%config TerminalInteractiveShell.editing_mode='vi'``
318 381
319 382 Empty History Ranges
320 383 ~~~~~~~~~~~~~~~~~~~~
321 384
322 385 A number of magics that take history ranges can now be used with an empty
323 386 range. These magics are:
324 387
325 388 * ``%save``
326 389 * ``%load``
327 390 * ``%pastebin``
328 391 * ``%pycat``
329 392
330 393 Using them this way will make them take the history of the current session up
331 394 to the point of the magic call (such that the magic itself will not be
332 395 included).
333 396
334 397 Therefore it is now possible to save the whole history to a file using simple
335 398 ``%save <filename>``, load and edit it using ``%load`` (makes for a nice usage
336 when followed with :kbd:`F2`), send it to dpaste.org using ``%pastebin``, or
337 view the whole thing syntax-highlighted with a single ``%pycat``.
399 when followed with :kbd:`F2`), send it to `dpaste.org <http://dpast.org>`_ using
400 ``%pastebin``, or view the whole thing syntax-highlighted with a single
401 ``%pycat``.
338 402
339 Traceback improvements
340 ~~~~~~~~~~~~~~~~~~~~~~
341 403
404 Windows time-implementation: Switch to process_time
405 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
406 Timing for example with ``%%time`` on windows is based on ``time.perf_counter``.
407 This is at the end the same as W-All.
408 To be a bit tighter to linux one could change to ``time.process_time`` instead.
409 Thus for example one would no longer count periods of sleep and further.
342 410
343 Previously, error tracebacks for errors happening in code cells were showing a hash, the one used for compiling the Python AST::
344
345 In [1]: def foo():
346 ...: return 3 / 0
347 ...:
348
349 In [2]: foo()
350 ---------------------------------------------------------------------------
351 ZeroDivisionError Traceback (most recent call last)
352 <ipython-input-2-c19b6d9633cf> in <module>
353 ----> 1 foo()
354
355 <ipython-input-1-1595a74c32d5> in foo()
356 1 def foo():
357 ----> 2 return 3 / 0
358 3
359
360 ZeroDivisionError: division by zero
361
362 The error traceback is now correctly formatted, showing the cell number in which the error happened::
363
364 In [1]: def foo():
365 ...: return 3 / 0
366 ...:
367
368 Input In [2]: foo()
369 ---------------------------------------------------------------------------
370 ZeroDivisionError Traceback (most recent call last)
371 input In [2], in <module>
372 ----> 1 foo()
373
374 Input In [1], in foo()
375 1 def foo():
376 ----> 2 return 3 / 0
377
378 ZeroDivisionError: division by zero
379 411
380 412 Miscellaneous
381 413 ~~~~~~~~~~~~~
382
414 - Non-text formatters are not disabled in terminal which should simplify
415 writing extension displaying images or other mimetypes supporting terminals.
416 :ghpull:`12315`
417 -
418 - It is now possible to automatically insert matching brackets in Terminal IPython using the
419 ``TerminalInteractiveShell.auto_match=True`` option. :ghpull:`12586`
420 - We are thinking of deprecating the current ``%%javascript`` magic in favor of a better replacement. See :ghpull:`13376`
421 - ``%time`` uses ``process_time`` instead of ``perf_counter``, see :ghpull:`12984`
383 422 - ``~`` is now expanded when part of a path in most magics :ghpull:`13385`
384 423 - ``%/%%timeit`` magic now adds comma every thousands to make reading long number easier :ghpull:`13379`
385 424 - ``"info"`` messages can now be customised to hide some fields :ghpull:`13343`
386 425 - ``collections.UserList`` now pretty-prints :ghpull:`13320`
387 426 - The debugger now have a persistent history, which should make it less
388 427 annoying to retype commands :ghpull:`13246`
389 428 - ``!pip`` ``!conda`` ``!cd`` or ``!ls`` are likely doing the wrong thing, we
390 429 now warn users if they use it. :ghpull:`12954`
391 430 - make ``%precision`` work for ``numpy.float64`` type :ghpull:`12902`
392 431
432 Re-added support for XDG config directories
433 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
393 434
435 XDG support through the years did come an go, there is a tension between having
436 identical location in all platforms to have simple instructions. After initial
437 failure a couple of years ago IPython was modified to automatically migrate XDG
438 config files back into ``~/.ipython``, the migration code has now been removed.
439 And IPython now check the XDG locations, so if you _manually_ move your config
440 files to your preferred location, IPython will not move them back.
394 441
395 442
396 443 Numfocus Small Developer Grant
397 444 ------------------------------
398 445
399 446 To prepare for Python 3.10 we have also started working on removing reliance and
400 447 any dependency that is not Python 3.10 compatible; that include migrating our
401 448 test suite to pytest, and starting to remove nose. This also mean that the
402 449 ``iptest`` command is now gone, and all testing is via pytest.
403 450
404 451 This was in large part thanks to the NumFOCUS Small Developer grant, which enabled us to
405 452 allocate \$4000 to hire `Nikita Kniazev (@Kojoley) <https://github.com/Kojoley>`_,
406 453 who did a fantastic job at updating our code base, migrating to pytest, pushing
407 454 our coverage, and fixing a large number of bugs. I highly recommend contacting
408 455 them if you need help with C++ and Python projects
409 456
410 457 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+>`__
411 458
412 459 Removing support for Older Python
413 460 ---------------------------------
414 461
415 462
416 463 We are also removing support for Python up to 3.7 allowing internal code to use more
417 464 efficient ``pathlib``, and make better use of type annotations.
418 465
419 466 .. image:: ../_images/8.0/pathlib_pathlib_everywhere.jpg
420 467 :alt: "Meme image of Toy Story with Woody and Buzz, with the text 'pathlib, pathlib everywhere'"
421 468
422 469
423 470 We have about 34 PRs only to update some logic tu update some function from managing strings to
424 471 using Pathlib.
425 472
426 473 The completer has also seen significant updates and make use of newer Jedi API
427 474 offering faster and more reliable tab completion.
428 475
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