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1 1 # -*- coding: utf-8 -*-
2 2 """Main IPython class."""
3 3
4 4 #-----------------------------------------------------------------------------
5 5 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de>
6 6 # Copyright (C) 2001-2007 Fernando Perez. <fperez@colorado.edu>
7 7 # Copyright (C) 2008-2011 The IPython Development Team
8 8 #
9 9 # Distributed under the terms of the BSD License. The full license is in
10 10 # the file COPYING, distributed as part of this software.
11 11 #-----------------------------------------------------------------------------
12 12
13 13 #-----------------------------------------------------------------------------
14 14 # Imports
15 15 #-----------------------------------------------------------------------------
16 16
17 17 from __future__ import absolute_import
18 18 from __future__ import print_function
19 19
20 20 import __future__
21 21 import abc
22 22 import ast
23 23 import atexit
24 24 import functools
25 25 import os
26 26 import re
27 27 import runpy
28 28 import sys
29 29 import tempfile
30 30 import types
31 31 import subprocess
32 32 from io import open as io_open
33 33
34 34 from IPython.config.configurable import SingletonConfigurable
35 35 from IPython.core import debugger, oinspect
36 36 from IPython.core import magic
37 37 from IPython.core import page
38 38 from IPython.core import prefilter
39 39 from IPython.core import shadowns
40 40 from IPython.core import ultratb
41 41 from IPython.core.alias import AliasManager, AliasError
42 42 from IPython.core.autocall import ExitAutocall
43 43 from IPython.core.builtin_trap import BuiltinTrap
44 44 from IPython.core.compilerop import CachingCompiler, check_linecache_ipython
45 45 from IPython.core.display_trap import DisplayTrap
46 46 from IPython.core.displayhook import DisplayHook
47 47 from IPython.core.displaypub import DisplayPublisher
48 48 from IPython.core.error import UsageError
49 49 from IPython.core.extensions import ExtensionManager
50 50 from IPython.core.formatters import DisplayFormatter
51 51 from IPython.core.history import HistoryManager
52 52 from IPython.core.inputsplitter import IPythonInputSplitter, ESC_MAGIC, ESC_MAGIC2
53 53 from IPython.core.logger import Logger
54 54 from IPython.core.macro import Macro
55 55 from IPython.core.payload import PayloadManager
56 56 from IPython.core.prefilter import PrefilterManager
57 57 from IPython.core.profiledir import ProfileDir
58 58 from IPython.core.prompts import PromptManager
59 59 from IPython.lib.latextools import LaTeXTool
60 60 from IPython.testing.skipdoctest import skip_doctest
61 61 from IPython.utils import PyColorize
62 62 from IPython.utils import io
63 63 from IPython.utils import py3compat
64 64 from IPython.utils import openpy
65 65 from IPython.utils.decorators import undoc
66 66 from IPython.utils.io import ask_yes_no
67 67 from IPython.utils.ipstruct import Struct
68 68 from IPython.utils.path import get_home_dir, get_ipython_dir, get_py_filename, unquote_filename
69 69 from IPython.utils.pickleshare import PickleShareDB
70 70 from IPython.utils.process import system, getoutput
71 71 from IPython.utils.py3compat import (builtin_mod, unicode_type, string_types,
72 72 with_metaclass, iteritems)
73 73 from IPython.utils.strdispatch import StrDispatch
74 74 from IPython.utils.syspathcontext import prepended_to_syspath
75 75 from IPython.utils.text import (format_screen, LSString, SList,
76 76 DollarFormatter)
77 77 from IPython.utils.traitlets import (Integer, CBool, CaselessStrEnum, Enum,
78 78 List, Unicode, Instance, Type)
79 79 from IPython.utils.warn import warn, error
80 80 import IPython.core.hooks
81 81
82 82 #-----------------------------------------------------------------------------
83 83 # Globals
84 84 #-----------------------------------------------------------------------------
85 85
86 86 # compiled regexps for autoindent management
87 87 dedent_re = re.compile(r'^\s+raise|^\s+return|^\s+pass')
88 88
89 89 #-----------------------------------------------------------------------------
90 90 # Utilities
91 91 #-----------------------------------------------------------------------------
92 92
93 93 @undoc
94 94 def softspace(file, newvalue):
95 95 """Copied from code.py, to remove the dependency"""
96 96
97 97 oldvalue = 0
98 98 try:
99 99 oldvalue = file.softspace
100 100 except AttributeError:
101 101 pass
102 102 try:
103 103 file.softspace = newvalue
104 104 except (AttributeError, TypeError):
105 105 # "attribute-less object" or "read-only attributes"
106 106 pass
107 107 return oldvalue
108 108
109 109 @undoc
110 110 def no_op(*a, **kw): pass
111 111
112 112 @undoc
113 113 class NoOpContext(object):
114 114 def __enter__(self): pass
115 115 def __exit__(self, type, value, traceback): pass
116 116 no_op_context = NoOpContext()
117 117
118 118 class SpaceInInput(Exception): pass
119 119
120 120 @undoc
121 121 class Bunch: pass
122 122
123 123
124 124 def get_default_colors():
125 125 if sys.platform=='darwin':
126 126 return "LightBG"
127 127 elif os.name=='nt':
128 128 return 'Linux'
129 129 else:
130 130 return 'Linux'
131 131
132 132
133 133 class SeparateUnicode(Unicode):
134 134 """A Unicode subclass to validate separate_in, separate_out, etc.
135 135
136 136 This is a Unicode based trait that converts '0'->'' and '\\n'->'\n'.
137 137 """
138 138
139 139 def validate(self, obj, value):
140 140 if value == '0': value = ''
141 141 value = value.replace('\\n','\n')
142 142 return super(SeparateUnicode, self).validate(obj, value)
143 143
144 144
145 145 class ReadlineNoRecord(object):
146 146 """Context manager to execute some code, then reload readline history
147 147 so that interactive input to the code doesn't appear when pressing up."""
148 148 def __init__(self, shell):
149 149 self.shell = shell
150 150 self._nested_level = 0
151 151
152 152 def __enter__(self):
153 153 if self._nested_level == 0:
154 154 try:
155 155 self.orig_length = self.current_length()
156 156 self.readline_tail = self.get_readline_tail()
157 157 except (AttributeError, IndexError): # Can fail with pyreadline
158 158 self.orig_length, self.readline_tail = 999999, []
159 159 self._nested_level += 1
160 160
161 161 def __exit__(self, type, value, traceback):
162 162 self._nested_level -= 1
163 163 if self._nested_level == 0:
164 164 # Try clipping the end if it's got longer
165 165 try:
166 166 e = self.current_length() - self.orig_length
167 167 if e > 0:
168 168 for _ in range(e):
169 169 self.shell.readline.remove_history_item(self.orig_length)
170 170
171 171 # If it still doesn't match, just reload readline history.
172 172 if self.current_length() != self.orig_length \
173 173 or self.get_readline_tail() != self.readline_tail:
174 174 self.shell.refill_readline_hist()
175 175 except (AttributeError, IndexError):
176 176 pass
177 177 # Returning False will cause exceptions to propagate
178 178 return False
179 179
180 180 def current_length(self):
181 181 return self.shell.readline.get_current_history_length()
182 182
183 183 def get_readline_tail(self, n=10):
184 184 """Get the last n items in readline history."""
185 185 end = self.shell.readline.get_current_history_length() + 1
186 186 start = max(end-n, 1)
187 187 ghi = self.shell.readline.get_history_item
188 188 return [ghi(x) for x in range(start, end)]
189 189
190 190
191 191 @undoc
192 192 class DummyMod(object):
193 193 """A dummy module used for IPython's interactive module when
194 194 a namespace must be assigned to the module's __dict__."""
195 195 pass
196 196
197 197 #-----------------------------------------------------------------------------
198 198 # Main IPython class
199 199 #-----------------------------------------------------------------------------
200 200
201 201 class InteractiveShell(SingletonConfigurable):
202 202 """An enhanced, interactive shell for Python."""
203 203
204 204 _instance = None
205 205
206 206 ast_transformers = List([], config=True, help=
207 207 """
208 208 A list of ast.NodeTransformer subclass instances, which will be applied
209 209 to user input before code is run.
210 210 """
211 211 )
212 212
213 213 autocall = Enum((0,1,2), default_value=0, config=True, help=
214 214 """
215 215 Make IPython automatically call any callable object even if you didn't
216 216 type explicit parentheses. For example, 'str 43' becomes 'str(43)'
217 217 automatically. The value can be '0' to disable the feature, '1' for
218 218 'smart' autocall, where it is not applied if there are no more
219 219 arguments on the line, and '2' for 'full' autocall, where all callable
220 220 objects are automatically called (even if no arguments are present).
221 221 """
222 222 )
223 223 # TODO: remove all autoindent logic and put into frontends.
224 224 # We can't do this yet because even runlines uses the autoindent.
225 225 autoindent = CBool(True, config=True, help=
226 226 """
227 227 Autoindent IPython code entered interactively.
228 228 """
229 229 )
230 230 automagic = CBool(True, config=True, help=
231 231 """
232 232 Enable magic commands to be called without the leading %.
233 233 """
234 234 )
235 235 cache_size = Integer(1000, config=True, help=
236 236 """
237 237 Set the size of the output cache. The default is 1000, you can
238 238 change it permanently in your config file. Setting it to 0 completely
239 239 disables the caching system, and the minimum value accepted is 20 (if
240 240 you provide a value less than 20, it is reset to 0 and a warning is
241 241 issued). This limit is defined because otherwise you'll spend more
242 242 time re-flushing a too small cache than working
243 243 """
244 244 )
245 245 color_info = CBool(True, config=True, help=
246 246 """
247 247 Use colors for displaying information about objects. Because this
248 248 information is passed through a pager (like 'less'), and some pagers
249 249 get confused with color codes, this capability can be turned off.
250 250 """
251 251 )
252 252 colors = CaselessStrEnum(('NoColor','LightBG','Linux'),
253 253 default_value=get_default_colors(), config=True,
254 254 help="Set the color scheme (NoColor, Linux, or LightBG)."
255 255 )
256 256 colors_force = CBool(False, help=
257 257 """
258 258 Force use of ANSI color codes, regardless of OS and readline
259 259 availability.
260 260 """
261 261 # FIXME: This is essentially a hack to allow ZMQShell to show colors
262 262 # without readline on Win32. When the ZMQ formatting system is
263 263 # refactored, this should be removed.
264 264 )
265 265 debug = CBool(False, config=True)
266 266 deep_reload = CBool(False, config=True, help=
267 267 """
268 268 Enable deep (recursive) reloading by default. IPython can use the
269 269 deep_reload module which reloads changes in modules recursively (it
270 270 replaces the reload() function, so you don't need to change anything to
271 271 use it). deep_reload() forces a full reload of modules whose code may
272 272 have changed, which the default reload() function does not. When
273 273 deep_reload is off, IPython will use the normal reload(), but
274 274 deep_reload will still be available as dreload().
275 275 """
276 276 )
277 277 disable_failing_post_execute = CBool(False, config=True,
278 278 help="Don't call post-execute functions that have failed in the past."
279 279 )
280 280 display_formatter = Instance(DisplayFormatter)
281 281 displayhook_class = Type(DisplayHook)
282 282 display_pub_class = Type(DisplayPublisher)
283 283 data_pub_class = None
284 284
285 285 exit_now = CBool(False)
286 286 exiter = Instance(ExitAutocall)
287 287 def _exiter_default(self):
288 288 return ExitAutocall(self)
289 289 # Monotonically increasing execution counter
290 290 execution_count = Integer(1)
291 291 filename = Unicode("<ipython console>")
292 292 ipython_dir= Unicode('', config=True) # Set to get_ipython_dir() in __init__
293 293
294 294 # Input splitter, to transform input line by line and detect when a block
295 295 # is ready to be executed.
296 296 input_splitter = Instance('IPython.core.inputsplitter.IPythonInputSplitter',
297 297 (), {'line_input_checker': True})
298 298
299 299 # This InputSplitter instance is used to transform completed cells before
300 300 # running them. It allows cell magics to contain blank lines.
301 301 input_transformer_manager = Instance('IPython.core.inputsplitter.IPythonInputSplitter',
302 302 (), {'line_input_checker': False})
303 303
304 304 logstart = CBool(False, config=True, help=
305 305 """
306 306 Start logging to the default log file.
307 307 """
308 308 )
309 309 logfile = Unicode('', config=True, help=
310 310 """
311 311 The name of the logfile to use.
312 312 """
313 313 )
314 314 logappend = Unicode('', config=True, help=
315 315 """
316 316 Start logging to the given file in append mode.
317 317 """
318 318 )
319 319 object_info_string_level = Enum((0,1,2), default_value=0,
320 320 config=True)
321 321 pdb = CBool(False, config=True, help=
322 322 """
323 323 Automatically call the pdb debugger after every exception.
324 324 """
325 325 )
326 326 multiline_history = CBool(sys.platform != 'win32', config=True,
327 327 help="Save multi-line entries as one entry in readline history"
328 328 )
329 329
330 330 # deprecated prompt traits:
331 331
332 332 prompt_in1 = Unicode('In [\\#]: ', config=True,
333 333 help="Deprecated, use PromptManager.in_template")
334 334 prompt_in2 = Unicode(' .\\D.: ', config=True,
335 335 help="Deprecated, use PromptManager.in2_template")
336 336 prompt_out = Unicode('Out[\\#]: ', config=True,
337 337 help="Deprecated, use PromptManager.out_template")
338 338 prompts_pad_left = CBool(True, config=True,
339 339 help="Deprecated, use PromptManager.justify")
340 340
341 341 def _prompt_trait_changed(self, name, old, new):
342 342 table = {
343 343 'prompt_in1' : 'in_template',
344 344 'prompt_in2' : 'in2_template',
345 345 'prompt_out' : 'out_template',
346 346 'prompts_pad_left' : 'justify',
347 347 }
348 348 warn("InteractiveShell.{name} is deprecated, use PromptManager.{newname}".format(
349 349 name=name, newname=table[name])
350 350 )
351 351 # protect against weird cases where self.config may not exist:
352 352 if self.config is not None:
353 353 # propagate to corresponding PromptManager trait
354 354 setattr(self.config.PromptManager, table[name], new)
355 355
356 356 _prompt_in1_changed = _prompt_trait_changed
357 357 _prompt_in2_changed = _prompt_trait_changed
358 358 _prompt_out_changed = _prompt_trait_changed
359 359 _prompt_pad_left_changed = _prompt_trait_changed
360 360
361 361 show_rewritten_input = CBool(True, config=True,
362 362 help="Show rewritten input, e.g. for autocall."
363 363 )
364 364
365 365 quiet = CBool(False, config=True)
366 366
367 367 history_length = Integer(10000, config=True)
368 368
369 369 # The readline stuff will eventually be moved to the terminal subclass
370 370 # but for now, we can't do that as readline is welded in everywhere.
371 371 readline_use = CBool(True, config=True)
372 372 readline_remove_delims = Unicode('-/~', config=True)
373 373 readline_delims = Unicode() # set by init_readline()
374 374 # don't use \M- bindings by default, because they
375 375 # conflict with 8-bit encodings. See gh-58,gh-88
376 376 readline_parse_and_bind = List([
377 377 'tab: complete',
378 378 '"\C-l": clear-screen',
379 379 'set show-all-if-ambiguous on',
380 380 '"\C-o": tab-insert',
381 381 '"\C-r": reverse-search-history',
382 382 '"\C-s": forward-search-history',
383 383 '"\C-p": history-search-backward',
384 384 '"\C-n": history-search-forward',
385 385 '"\e[A": history-search-backward',
386 386 '"\e[B": history-search-forward',
387 387 '"\C-k": kill-line',
388 388 '"\C-u": unix-line-discard',
389 389 ], allow_none=False, config=True)
390 390
391 391 ast_node_interactivity = Enum(['all', 'last', 'last_expr', 'none'],
392 392 default_value='last_expr', config=True,
393 393 help="""
394 394 'all', 'last', 'last_expr' or 'none', specifying which nodes should be
395 395 run interactively (displaying output from expressions).""")
396 396
397 397 # TODO: this part of prompt management should be moved to the frontends.
398 398 # Use custom TraitTypes that convert '0'->'' and '\\n'->'\n'
399 399 separate_in = SeparateUnicode('\n', config=True)
400 400 separate_out = SeparateUnicode('', config=True)
401 401 separate_out2 = SeparateUnicode('', config=True)
402 402 wildcards_case_sensitive = CBool(True, config=True)
403 403 xmode = CaselessStrEnum(('Context','Plain', 'Verbose'),
404 404 default_value='Context', config=True)
405 405
406 406 # Subcomponents of InteractiveShell
407 407 alias_manager = Instance('IPython.core.alias.AliasManager')
408 408 prefilter_manager = Instance('IPython.core.prefilter.PrefilterManager')
409 409 builtin_trap = Instance('IPython.core.builtin_trap.BuiltinTrap')
410 410 display_trap = Instance('IPython.core.display_trap.DisplayTrap')
411 411 extension_manager = Instance('IPython.core.extensions.ExtensionManager')
412 412 payload_manager = Instance('IPython.core.payload.PayloadManager')
413 413 history_manager = Instance('IPython.core.history.HistoryManager')
414 414 magics_manager = Instance('IPython.core.magic.MagicsManager')
415 415
416 416 profile_dir = Instance('IPython.core.application.ProfileDir')
417 417 @property
418 418 def profile(self):
419 419 if self.profile_dir is not None:
420 420 name = os.path.basename(self.profile_dir.location)
421 421 return name.replace('profile_','')
422 422
423 423
424 424 # Private interface
425 425 _post_execute = Instance(dict)
426 426
427 427 # Tracks any GUI loop loaded for pylab
428 428 pylab_gui_select = None
429 429
430 430 def __init__(self, ipython_dir=None, profile_dir=None,
431 431 user_module=None, user_ns=None,
432 432 custom_exceptions=((), None), **kwargs):
433 433
434 434 # This is where traits with a config_key argument are updated
435 435 # from the values on config.
436 436 super(InteractiveShell, self).__init__(**kwargs)
437 437 self.configurables = [self]
438 438
439 439 # These are relatively independent and stateless
440 440 self.init_ipython_dir(ipython_dir)
441 441 self.init_profile_dir(profile_dir)
442 442 self.init_instance_attrs()
443 443 self.init_environment()
444 444
445 445 # Check if we're in a virtualenv, and set up sys.path.
446 446 self.init_virtualenv()
447 447
448 448 # Create namespaces (user_ns, user_global_ns, etc.)
449 449 self.init_create_namespaces(user_module, user_ns)
450 450 # This has to be done after init_create_namespaces because it uses
451 451 # something in self.user_ns, but before init_sys_modules, which
452 452 # is the first thing to modify sys.
453 453 # TODO: When we override sys.stdout and sys.stderr before this class
454 454 # is created, we are saving the overridden ones here. Not sure if this
455 455 # is what we want to do.
456 456 self.save_sys_module_state()
457 457 self.init_sys_modules()
458 458
459 459 # While we're trying to have each part of the code directly access what
460 460 # it needs without keeping redundant references to objects, we have too
461 461 # much legacy code that expects ip.db to exist.
462 462 self.db = PickleShareDB(os.path.join(self.profile_dir.location, 'db'))
463 463
464 464 self.init_history()
465 465 self.init_encoding()
466 466 self.init_prefilter()
467 467
468 468 self.init_syntax_highlighting()
469 469 self.init_hooks()
470 470 self.init_pushd_popd_magic()
471 471 # self.init_traceback_handlers use to be here, but we moved it below
472 472 # because it and init_io have to come after init_readline.
473 473 self.init_user_ns()
474 474 self.init_logger()
475 475 self.init_builtins()
476 476
477 477 # The following was in post_config_initialization
478 478 self.init_inspector()
479 479 # init_readline() must come before init_io(), because init_io uses
480 480 # readline related things.
481 481 self.init_readline()
482 482 # We save this here in case user code replaces raw_input, but it needs
483 483 # to be after init_readline(), because PyPy's readline works by replacing
484 484 # raw_input.
485 485 if py3compat.PY3:
486 486 self.raw_input_original = input
487 487 else:
488 488 self.raw_input_original = raw_input
489 489 # init_completer must come after init_readline, because it needs to
490 490 # know whether readline is present or not system-wide to configure the
491 491 # completers, since the completion machinery can now operate
492 492 # independently of readline (e.g. over the network)
493 493 self.init_completer()
494 494 # TODO: init_io() needs to happen before init_traceback handlers
495 495 # because the traceback handlers hardcode the stdout/stderr streams.
496 496 # This logic in in debugger.Pdb and should eventually be changed.
497 497 self.init_io()
498 498 self.init_traceback_handlers(custom_exceptions)
499 499 self.init_prompts()
500 500 self.init_display_formatter()
501 501 self.init_display_pub()
502 502 self.init_data_pub()
503 503 self.init_displayhook()
504 504 self.init_latextool()
505 505 self.init_magics()
506 506 self.init_alias()
507 507 self.init_logstart()
508 508 self.init_pdb()
509 509 self.init_extension_manager()
510 510 self.init_payload()
511 511 self.init_comms()
512 512 self.hooks.late_startup_hook()
513 513 atexit.register(self.atexit_operations)
514 514
515 515 def get_ipython(self):
516 516 """Return the currently running IPython instance."""
517 517 return self
518 518
519 519 #-------------------------------------------------------------------------
520 520 # Trait changed handlers
521 521 #-------------------------------------------------------------------------
522 522
523 523 def _ipython_dir_changed(self, name, new):
524 524 if not os.path.isdir(new):
525 525 os.makedirs(new, mode = 0o777)
526 526
527 527 def set_autoindent(self,value=None):
528 528 """Set the autoindent flag, checking for readline support.
529 529
530 530 If called with no arguments, it acts as a toggle."""
531 531
532 532 if value != 0 and not self.has_readline:
533 533 if os.name == 'posix':
534 534 warn("The auto-indent feature requires the readline library")
535 535 self.autoindent = 0
536 536 return
537 537 if value is None:
538 538 self.autoindent = not self.autoindent
539 539 else:
540 540 self.autoindent = value
541 541
542 542 #-------------------------------------------------------------------------
543 543 # init_* methods called by __init__
544 544 #-------------------------------------------------------------------------
545 545
546 546 def init_ipython_dir(self, ipython_dir):
547 547 if ipython_dir is not None:
548 548 self.ipython_dir = ipython_dir
549 549 return
550 550
551 551 self.ipython_dir = get_ipython_dir()
552 552
553 553 def init_profile_dir(self, profile_dir):
554 554 if profile_dir is not None:
555 555 self.profile_dir = profile_dir
556 556 return
557 557 self.profile_dir =\
558 558 ProfileDir.create_profile_dir_by_name(self.ipython_dir, 'default')
559 559
560 560 def init_instance_attrs(self):
561 561 self.more = False
562 562
563 563 # command compiler
564 564 self.compile = CachingCompiler()
565 565
566 566 # Make an empty namespace, which extension writers can rely on both
567 567 # existing and NEVER being used by ipython itself. This gives them a
568 568 # convenient location for storing additional information and state
569 569 # their extensions may require, without fear of collisions with other
570 570 # ipython names that may develop later.
571 571 self.meta = Struct()
572 572
573 573 # Temporary files used for various purposes. Deleted at exit.
574 574 self.tempfiles = []
575 575
576 576 # Keep track of readline usage (later set by init_readline)
577 577 self.has_readline = False
578 578
579 579 # keep track of where we started running (mainly for crash post-mortem)
580 580 # This is not being used anywhere currently.
581 581 self.starting_dir = py3compat.getcwd()
582 582
583 583 # Indentation management
584 584 self.indent_current_nsp = 0
585 585
586 586 # Dict to track post-execution functions that have been registered
587 587 self._post_execute = {}
588 588
589 589 def init_environment(self):
590 590 """Any changes we need to make to the user's environment."""
591 591 pass
592 592
593 593 def init_encoding(self):
594 594 # Get system encoding at startup time. Certain terminals (like Emacs
595 595 # under Win32 have it set to None, and we need to have a known valid
596 596 # encoding to use in the raw_input() method
597 597 try:
598 598 self.stdin_encoding = sys.stdin.encoding or 'ascii'
599 599 except AttributeError:
600 600 self.stdin_encoding = 'ascii'
601 601
602 602 def init_syntax_highlighting(self):
603 603 # Python source parser/formatter for syntax highlighting
604 604 pyformat = PyColorize.Parser().format
605 605 self.pycolorize = lambda src: pyformat(src,'str',self.colors)
606 606
607 607 def init_pushd_popd_magic(self):
608 608 # for pushd/popd management
609 609 self.home_dir = get_home_dir()
610 610
611 611 self.dir_stack = []
612 612
613 613 def init_logger(self):
614 614 self.logger = Logger(self.home_dir, logfname='ipython_log.py',
615 615 logmode='rotate')
616 616
617 617 def init_logstart(self):
618 618 """Initialize logging in case it was requested at the command line.
619 619 """
620 620 if self.logappend:
621 621 self.magic('logstart %s append' % self.logappend)
622 622 elif self.logfile:
623 623 self.magic('logstart %s' % self.logfile)
624 624 elif self.logstart:
625 625 self.magic('logstart')
626 626
627 627 def init_builtins(self):
628 628 # A single, static flag that we set to True. Its presence indicates
629 629 # that an IPython shell has been created, and we make no attempts at
630 630 # removing on exit or representing the existence of more than one
631 631 # IPython at a time.
632 632 builtin_mod.__dict__['__IPYTHON__'] = True
633 633
634 634 # In 0.11 we introduced '__IPYTHON__active' as an integer we'd try to
635 635 # manage on enter/exit, but with all our shells it's virtually
636 636 # impossible to get all the cases right. We're leaving the name in for
637 637 # those who adapted their codes to check for this flag, but will
638 638 # eventually remove it after a few more releases.
639 639 builtin_mod.__dict__['__IPYTHON__active'] = \
640 640 'Deprecated, check for __IPYTHON__'
641 641
642 642 self.builtin_trap = BuiltinTrap(shell=self)
643 643
644 644 def init_inspector(self):
645 645 # Object inspector
646 646 self.inspector = oinspect.Inspector(oinspect.InspectColors,
647 647 PyColorize.ANSICodeColors,
648 648 'NoColor',
649 649 self.object_info_string_level)
650 650
651 651 def init_io(self):
652 652 # This will just use sys.stdout and sys.stderr. If you want to
653 653 # override sys.stdout and sys.stderr themselves, you need to do that
654 654 # *before* instantiating this class, because io holds onto
655 655 # references to the underlying streams.
656 656 if (sys.platform == 'win32' or sys.platform == 'cli') and self.has_readline:
657 657 io.stdout = io.stderr = io.IOStream(self.readline._outputfile)
658 658 else:
659 659 io.stdout = io.IOStream(sys.stdout)
660 660 io.stderr = io.IOStream(sys.stderr)
661 661
662 662 def init_prompts(self):
663 663 self.prompt_manager = PromptManager(shell=self, parent=self)
664 664 self.configurables.append(self.prompt_manager)
665 665 # Set system prompts, so that scripts can decide if they are running
666 666 # interactively.
667 667 sys.ps1 = 'In : '
668 668 sys.ps2 = '...: '
669 669 sys.ps3 = 'Out: '
670 670
671 671 def init_display_formatter(self):
672 672 self.display_formatter = DisplayFormatter(parent=self)
673 673 self.configurables.append(self.display_formatter)
674 674
675 675 def init_display_pub(self):
676 676 self.display_pub = self.display_pub_class(parent=self)
677 677 self.configurables.append(self.display_pub)
678 678
679 679 def init_data_pub(self):
680 680 if not self.data_pub_class:
681 681 self.data_pub = None
682 682 return
683 683 self.data_pub = self.data_pub_class(parent=self)
684 684 self.configurables.append(self.data_pub)
685 685
686 686 def init_displayhook(self):
687 687 # Initialize displayhook, set in/out prompts and printing system
688 688 self.displayhook = self.displayhook_class(
689 689 parent=self,
690 690 shell=self,
691 691 cache_size=self.cache_size,
692 692 )
693 693 self.configurables.append(self.displayhook)
694 694 # This is a context manager that installs/revmoes the displayhook at
695 695 # the appropriate time.
696 696 self.display_trap = DisplayTrap(hook=self.displayhook)
697 697
698 698 def init_latextool(self):
699 699 """Configure LaTeXTool."""
700 700 cfg = LaTeXTool.instance(parent=self)
701 701 if cfg not in self.configurables:
702 702 self.configurables.append(cfg)
703 703
704 704 def init_virtualenv(self):
705 705 """Add a virtualenv to sys.path so the user can import modules from it.
706 706 This isn't perfect: it doesn't use the Python interpreter with which the
707 707 virtualenv was built, and it ignores the --no-site-packages option. A
708 708 warning will appear suggesting the user installs IPython in the
709 709 virtualenv, but for many cases, it probably works well enough.
710 710
711 711 Adapted from code snippets online.
712 712
713 713 http://blog.ufsoft.org/2009/1/29/ipython-and-virtualenv
714 714 """
715 715 if 'VIRTUAL_ENV' not in os.environ:
716 716 # Not in a virtualenv
717 717 return
718 718
719 719 if os.path.realpath(sys.executable).startswith(
720 720 os.path.realpath(os.environ['VIRTUAL_ENV'])
721 721 ):
722 722 # Running properly in the virtualenv, don't need to do anything
723 723 return
724 724
725 725 warn("Attempting to work in a virtualenv. If you encounter problems, please "
726 726 "install IPython inside the virtualenv.")
727 727 if sys.platform == "win32":
728 728 virtual_env = os.path.join(os.environ['VIRTUAL_ENV'], 'Lib', 'site-packages')
729 729 else:
730 730 virtual_env = os.path.join(os.environ['VIRTUAL_ENV'], 'lib',
731 731 'python%d.%d' % sys.version_info[:2], 'site-packages')
732 732
733 733 import site
734 734 sys.path.insert(0, virtual_env)
735 735 site.addsitedir(virtual_env)
736 736
737 737 #-------------------------------------------------------------------------
738 738 # Things related to injections into the sys module
739 739 #-------------------------------------------------------------------------
740 740
741 741 def save_sys_module_state(self):
742 742 """Save the state of hooks in the sys module.
743 743
744 744 This has to be called after self.user_module is created.
745 745 """
746 746 self._orig_sys_module_state = {}
747 747 self._orig_sys_module_state['stdin'] = sys.stdin
748 748 self._orig_sys_module_state['stdout'] = sys.stdout
749 749 self._orig_sys_module_state['stderr'] = sys.stderr
750 750 self._orig_sys_module_state['excepthook'] = sys.excepthook
751 751 self._orig_sys_modules_main_name = self.user_module.__name__
752 752 self._orig_sys_modules_main_mod = sys.modules.get(self.user_module.__name__)
753 753
754 754 def restore_sys_module_state(self):
755 755 """Restore the state of the sys module."""
756 756 try:
757 757 for k, v in iteritems(self._orig_sys_module_state):
758 758 setattr(sys, k, v)
759 759 except AttributeError:
760 760 pass
761 761 # Reset what what done in self.init_sys_modules
762 762 if self._orig_sys_modules_main_mod is not None:
763 763 sys.modules[self._orig_sys_modules_main_name] = self._orig_sys_modules_main_mod
764 764
765 765 #-------------------------------------------------------------------------
766 766 # Things related to hooks
767 767 #-------------------------------------------------------------------------
768 768
769 769 def init_hooks(self):
770 770 # hooks holds pointers used for user-side customizations
771 771 self.hooks = Struct()
772 772
773 773 self.strdispatchers = {}
774 774
775 775 # Set all default hooks, defined in the IPython.hooks module.
776 776 hooks = IPython.core.hooks
777 777 for hook_name in hooks.__all__:
778 778 # default hooks have priority 100, i.e. low; user hooks should have
779 779 # 0-100 priority
780 780 self.set_hook(hook_name,getattr(hooks,hook_name), 100)
781 781
782 782 def set_hook(self,name,hook, priority = 50, str_key = None, re_key = None):
783 783 """set_hook(name,hook) -> sets an internal IPython hook.
784 784
785 785 IPython exposes some of its internal API as user-modifiable hooks. By
786 786 adding your function to one of these hooks, you can modify IPython's
787 787 behavior to call at runtime your own routines."""
788 788
789 789 # At some point in the future, this should validate the hook before it
790 790 # accepts it. Probably at least check that the hook takes the number
791 791 # of args it's supposed to.
792 792
793 793 f = types.MethodType(hook,self)
794 794
795 795 # check if the hook is for strdispatcher first
796 796 if str_key is not None:
797 797 sdp = self.strdispatchers.get(name, StrDispatch())
798 798 sdp.add_s(str_key, f, priority )
799 799 self.strdispatchers[name] = sdp
800 800 return
801 801 if re_key is not None:
802 802 sdp = self.strdispatchers.get(name, StrDispatch())
803 803 sdp.add_re(re.compile(re_key), f, priority )
804 804 self.strdispatchers[name] = sdp
805 805 return
806 806
807 807 dp = getattr(self.hooks, name, None)
808 808 if name not in IPython.core.hooks.__all__:
809 809 print("Warning! Hook '%s' is not one of %s" % \
810 810 (name, IPython.core.hooks.__all__ ))
811 811 if not dp:
812 812 dp = IPython.core.hooks.CommandChainDispatcher()
813 813
814 814 try:
815 815 dp.add(f,priority)
816 816 except AttributeError:
817 817 # it was not commandchain, plain old func - replace
818 818 dp = f
819 819
820 820 setattr(self.hooks,name, dp)
821 821
822 822 def register_post_execute(self, func):
823 823 """Register a function for calling after code execution.
824 824 """
825 825 if not callable(func):
826 826 raise ValueError('argument %s must be callable' % func)
827 827 self._post_execute[func] = True
828 828
829 829 #-------------------------------------------------------------------------
830 830 # Things related to the "main" module
831 831 #-------------------------------------------------------------------------
832 832
833 833 def new_main_mod(self, filename, modname):
834 834 """Return a new 'main' module object for user code execution.
835 835
836 836 ``filename`` should be the path of the script which will be run in the
837 837 module. Requests with the same filename will get the same module, with
838 838 its namespace cleared.
839 839
840 840 ``modname`` should be the module name - normally either '__main__' or
841 841 the basename of the file without the extension.
842 842
843 843 When scripts are executed via %run, we must keep a reference to their
844 844 __main__ module around so that Python doesn't
845 845 clear it, rendering references to module globals useless.
846 846
847 847 This method keeps said reference in a private dict, keyed by the
848 848 absolute path of the script. This way, for multiple executions of the
849 849 same script we only keep one copy of the namespace (the last one),
850 850 thus preventing memory leaks from old references while allowing the
851 851 objects from the last execution to be accessible.
852 852 """
853 853 filename = os.path.abspath(filename)
854 854 try:
855 855 main_mod = self._main_mod_cache[filename]
856 856 except KeyError:
857 857 main_mod = self._main_mod_cache[filename] = types.ModuleType(modname,
858 858 doc="Module created for script run in IPython")
859 859 else:
860 860 main_mod.__dict__.clear()
861 861 main_mod.__name__ = modname
862 862
863 863 main_mod.__file__ = filename
864 864 # It seems pydoc (and perhaps others) needs any module instance to
865 865 # implement a __nonzero__ method
866 866 main_mod.__nonzero__ = lambda : True
867 867
868 868 return main_mod
869 869
870 870 def clear_main_mod_cache(self):
871 871 """Clear the cache of main modules.
872 872
873 873 Mainly for use by utilities like %reset.
874 874
875 875 Examples
876 876 --------
877 877
878 878 In [15]: import IPython
879 879
880 880 In [16]: m = _ip.new_main_mod(IPython.__file__, 'IPython')
881 881
882 882 In [17]: len(_ip._main_mod_cache) > 0
883 883 Out[17]: True
884 884
885 885 In [18]: _ip.clear_main_mod_cache()
886 886
887 887 In [19]: len(_ip._main_mod_cache) == 0
888 888 Out[19]: True
889 889 """
890 890 self._main_mod_cache.clear()
891 891
892 892 #-------------------------------------------------------------------------
893 893 # Things related to debugging
894 894 #-------------------------------------------------------------------------
895 895
896 896 def init_pdb(self):
897 897 # Set calling of pdb on exceptions
898 898 # self.call_pdb is a property
899 899 self.call_pdb = self.pdb
900 900
901 901 def _get_call_pdb(self):
902 902 return self._call_pdb
903 903
904 904 def _set_call_pdb(self,val):
905 905
906 906 if val not in (0,1,False,True):
907 907 raise ValueError('new call_pdb value must be boolean')
908 908
909 909 # store value in instance
910 910 self._call_pdb = val
911 911
912 912 # notify the actual exception handlers
913 913 self.InteractiveTB.call_pdb = val
914 914
915 915 call_pdb = property(_get_call_pdb,_set_call_pdb,None,
916 916 'Control auto-activation of pdb at exceptions')
917 917
918 918 def debugger(self,force=False):
919 919 """Call the pydb/pdb debugger.
920 920
921 921 Keywords:
922 922
923 923 - force(False): by default, this routine checks the instance call_pdb
924 924 flag and does not actually invoke the debugger if the flag is false.
925 925 The 'force' option forces the debugger to activate even if the flag
926 926 is false.
927 927 """
928 928
929 929 if not (force or self.call_pdb):
930 930 return
931 931
932 932 if not hasattr(sys,'last_traceback'):
933 933 error('No traceback has been produced, nothing to debug.')
934 934 return
935 935
936 936 # use pydb if available
937 937 if debugger.has_pydb:
938 938 from pydb import pm
939 939 else:
940 940 # fallback to our internal debugger
941 941 pm = lambda : self.InteractiveTB.debugger(force=True)
942 942
943 943 with self.readline_no_record:
944 944 pm()
945 945
946 946 #-------------------------------------------------------------------------
947 947 # Things related to IPython's various namespaces
948 948 #-------------------------------------------------------------------------
949 949 default_user_namespaces = True
950 950
951 951 def init_create_namespaces(self, user_module=None, user_ns=None):
952 952 # Create the namespace where the user will operate. user_ns is
953 953 # normally the only one used, and it is passed to the exec calls as
954 954 # the locals argument. But we do carry a user_global_ns namespace
955 955 # given as the exec 'globals' argument, This is useful in embedding
956 956 # situations where the ipython shell opens in a context where the
957 957 # distinction between locals and globals is meaningful. For
958 958 # non-embedded contexts, it is just the same object as the user_ns dict.
959 959
960 960 # FIXME. For some strange reason, __builtins__ is showing up at user
961 961 # level as a dict instead of a module. This is a manual fix, but I
962 962 # should really track down where the problem is coming from. Alex
963 963 # Schmolck reported this problem first.
964 964
965 965 # A useful post by Alex Martelli on this topic:
966 966 # Re: inconsistent value from __builtins__
967 967 # Von: Alex Martelli <aleaxit@yahoo.com>
968 968 # Datum: Freitag 01 Oktober 2004 04:45:34 nachmittags/abends
969 969 # Gruppen: comp.lang.python
970 970
971 971 # Michael Hohn <hohn@hooknose.lbl.gov> wrote:
972 972 # > >>> print type(builtin_check.get_global_binding('__builtins__'))
973 973 # > <type 'dict'>
974 974 # > >>> print type(__builtins__)
975 975 # > <type 'module'>
976 976 # > Is this difference in return value intentional?
977 977
978 978 # Well, it's documented that '__builtins__' can be either a dictionary
979 979 # or a module, and it's been that way for a long time. Whether it's
980 980 # intentional (or sensible), I don't know. In any case, the idea is
981 981 # that if you need to access the built-in namespace directly, you
982 982 # should start with "import __builtin__" (note, no 's') which will
983 983 # definitely give you a module. Yeah, it's somewhat confusing:-(.
984 984
985 985 # These routines return a properly built module and dict as needed by
986 986 # the rest of the code, and can also be used by extension writers to
987 987 # generate properly initialized namespaces.
988 988 if (user_ns is not None) or (user_module is not None):
989 989 self.default_user_namespaces = False
990 990 self.user_module, self.user_ns = self.prepare_user_module(user_module, user_ns)
991 991
992 992 # A record of hidden variables we have added to the user namespace, so
993 993 # we can list later only variables defined in actual interactive use.
994 994 self.user_ns_hidden = {}
995 995
996 996 # Now that FakeModule produces a real module, we've run into a nasty
997 997 # problem: after script execution (via %run), the module where the user
998 998 # code ran is deleted. Now that this object is a true module (needed
999 999 # so docetst and other tools work correctly), the Python module
1000 1000 # teardown mechanism runs over it, and sets to None every variable
1001 1001 # present in that module. Top-level references to objects from the
1002 1002 # script survive, because the user_ns is updated with them. However,
1003 1003 # calling functions defined in the script that use other things from
1004 1004 # the script will fail, because the function's closure had references
1005 1005 # to the original objects, which are now all None. So we must protect
1006 1006 # these modules from deletion by keeping a cache.
1007 1007 #
1008 1008 # To avoid keeping stale modules around (we only need the one from the
1009 1009 # last run), we use a dict keyed with the full path to the script, so
1010 1010 # only the last version of the module is held in the cache. Note,
1011 1011 # however, that we must cache the module *namespace contents* (their
1012 1012 # __dict__). Because if we try to cache the actual modules, old ones
1013 1013 # (uncached) could be destroyed while still holding references (such as
1014 1014 # those held by GUI objects that tend to be long-lived)>
1015 1015 #
1016 1016 # The %reset command will flush this cache. See the cache_main_mod()
1017 1017 # and clear_main_mod_cache() methods for details on use.
1018 1018
1019 1019 # This is the cache used for 'main' namespaces
1020 1020 self._main_mod_cache = {}
1021 1021
1022 1022 # A table holding all the namespaces IPython deals with, so that
1023 1023 # introspection facilities can search easily.
1024 1024 self.ns_table = {'user_global':self.user_module.__dict__,
1025 1025 'user_local':self.user_ns,
1026 1026 'builtin':builtin_mod.__dict__
1027 1027 }
1028 1028
1029 1029 @property
1030 1030 def user_global_ns(self):
1031 1031 return self.user_module.__dict__
1032 1032
1033 1033 def prepare_user_module(self, user_module=None, user_ns=None):
1034 1034 """Prepare the module and namespace in which user code will be run.
1035 1035
1036 1036 When IPython is started normally, both parameters are None: a new module
1037 1037 is created automatically, and its __dict__ used as the namespace.
1038 1038
1039 1039 If only user_module is provided, its __dict__ is used as the namespace.
1040 1040 If only user_ns is provided, a dummy module is created, and user_ns
1041 1041 becomes the global namespace. If both are provided (as they may be
1042 1042 when embedding), user_ns is the local namespace, and user_module
1043 1043 provides the global namespace.
1044 1044
1045 1045 Parameters
1046 1046 ----------
1047 1047 user_module : module, optional
1048 1048 The current user module in which IPython is being run. If None,
1049 1049 a clean module will be created.
1050 1050 user_ns : dict, optional
1051 1051 A namespace in which to run interactive commands.
1052 1052
1053 1053 Returns
1054 1054 -------
1055 1055 A tuple of user_module and user_ns, each properly initialised.
1056 1056 """
1057 1057 if user_module is None and user_ns is not None:
1058 1058 user_ns.setdefault("__name__", "__main__")
1059 1059 user_module = DummyMod()
1060 1060 user_module.__dict__ = user_ns
1061 1061
1062 1062 if user_module is None:
1063 1063 user_module = types.ModuleType("__main__",
1064 1064 doc="Automatically created module for IPython interactive environment")
1065 1065
1066 1066 # We must ensure that __builtin__ (without the final 's') is always
1067 1067 # available and pointing to the __builtin__ *module*. For more details:
1068 1068 # http://mail.python.org/pipermail/python-dev/2001-April/014068.html
1069 1069 user_module.__dict__.setdefault('__builtin__', builtin_mod)
1070 1070 user_module.__dict__.setdefault('__builtins__', builtin_mod)
1071 1071
1072 1072 if user_ns is None:
1073 1073 user_ns = user_module.__dict__
1074 1074
1075 1075 return user_module, user_ns
1076 1076
1077 1077 def init_sys_modules(self):
1078 1078 # We need to insert into sys.modules something that looks like a
1079 1079 # module but which accesses the IPython namespace, for shelve and
1080 1080 # pickle to work interactively. Normally they rely on getting
1081 1081 # everything out of __main__, but for embedding purposes each IPython
1082 1082 # instance has its own private namespace, so we can't go shoving
1083 1083 # everything into __main__.
1084 1084
1085 1085 # note, however, that we should only do this for non-embedded
1086 1086 # ipythons, which really mimic the __main__.__dict__ with their own
1087 1087 # namespace. Embedded instances, on the other hand, should not do
1088 1088 # this because they need to manage the user local/global namespaces
1089 1089 # only, but they live within a 'normal' __main__ (meaning, they
1090 1090 # shouldn't overtake the execution environment of the script they're
1091 1091 # embedded in).
1092 1092
1093 1093 # This is overridden in the InteractiveShellEmbed subclass to a no-op.
1094 1094 main_name = self.user_module.__name__
1095 1095 sys.modules[main_name] = self.user_module
1096 1096
1097 1097 def init_user_ns(self):
1098 1098 """Initialize all user-visible namespaces to their minimum defaults.
1099 1099
1100 1100 Certain history lists are also initialized here, as they effectively
1101 1101 act as user namespaces.
1102 1102
1103 1103 Notes
1104 1104 -----
1105 1105 All data structures here are only filled in, they are NOT reset by this
1106 1106 method. If they were not empty before, data will simply be added to
1107 1107 therm.
1108 1108 """
1109 1109 # This function works in two parts: first we put a few things in
1110 1110 # user_ns, and we sync that contents into user_ns_hidden so that these
1111 1111 # initial variables aren't shown by %who. After the sync, we add the
1112 1112 # rest of what we *do* want the user to see with %who even on a new
1113 1113 # session (probably nothing, so theye really only see their own stuff)
1114 1114
1115 1115 # The user dict must *always* have a __builtin__ reference to the
1116 1116 # Python standard __builtin__ namespace, which must be imported.
1117 1117 # This is so that certain operations in prompt evaluation can be
1118 1118 # reliably executed with builtins. Note that we can NOT use
1119 1119 # __builtins__ (note the 's'), because that can either be a dict or a
1120 1120 # module, and can even mutate at runtime, depending on the context
1121 1121 # (Python makes no guarantees on it). In contrast, __builtin__ is
1122 1122 # always a module object, though it must be explicitly imported.
1123 1123
1124 1124 # For more details:
1125 1125 # http://mail.python.org/pipermail/python-dev/2001-April/014068.html
1126 1126 ns = dict()
1127 1127
1128 1128 # Put 'help' in the user namespace
1129 1129 try:
1130 1130 from site import _Helper
1131 1131 ns['help'] = _Helper()
1132 1132 except ImportError:
1133 1133 warn('help() not available - check site.py')
1134 1134
1135 1135 # make global variables for user access to the histories
1136 1136 ns['_ih'] = self.history_manager.input_hist_parsed
1137 1137 ns['_oh'] = self.history_manager.output_hist
1138 1138 ns['_dh'] = self.history_manager.dir_hist
1139 1139
1140 1140 ns['_sh'] = shadowns
1141 1141
1142 1142 # user aliases to input and output histories. These shouldn't show up
1143 1143 # in %who, as they can have very large reprs.
1144 1144 ns['In'] = self.history_manager.input_hist_parsed
1145 1145 ns['Out'] = self.history_manager.output_hist
1146 1146
1147 1147 # Store myself as the public api!!!
1148 1148 ns['get_ipython'] = self.get_ipython
1149 1149
1150 1150 ns['exit'] = self.exiter
1151 1151 ns['quit'] = self.exiter
1152 1152
1153 1153 # Sync what we've added so far to user_ns_hidden so these aren't seen
1154 1154 # by %who
1155 1155 self.user_ns_hidden.update(ns)
1156 1156
1157 1157 # Anything put into ns now would show up in %who. Think twice before
1158 1158 # putting anything here, as we really want %who to show the user their
1159 1159 # stuff, not our variables.
1160 1160
1161 1161 # Finally, update the real user's namespace
1162 1162 self.user_ns.update(ns)
1163 1163
1164 1164 @property
1165 1165 def all_ns_refs(self):
1166 1166 """Get a list of references to all the namespace dictionaries in which
1167 1167 IPython might store a user-created object.
1168 1168
1169 1169 Note that this does not include the displayhook, which also caches
1170 1170 objects from the output."""
1171 1171 return [self.user_ns, self.user_global_ns, self.user_ns_hidden] + \
1172 1172 [m.__dict__ for m in self._main_mod_cache.values()]
1173 1173
1174 1174 def reset(self, new_session=True):
1175 1175 """Clear all internal namespaces, and attempt to release references to
1176 1176 user objects.
1177 1177
1178 1178 If new_session is True, a new history session will be opened.
1179 1179 """
1180 1180 # Clear histories
1181 1181 self.history_manager.reset(new_session)
1182 1182 # Reset counter used to index all histories
1183 1183 if new_session:
1184 1184 self.execution_count = 1
1185 1185
1186 1186 # Flush cached output items
1187 1187 if self.displayhook.do_full_cache:
1188 1188 self.displayhook.flush()
1189 1189
1190 1190 # The main execution namespaces must be cleared very carefully,
1191 1191 # skipping the deletion of the builtin-related keys, because doing so
1192 1192 # would cause errors in many object's __del__ methods.
1193 1193 if self.user_ns is not self.user_global_ns:
1194 1194 self.user_ns.clear()
1195 1195 ns = self.user_global_ns
1196 1196 drop_keys = set(ns.keys())
1197 1197 drop_keys.discard('__builtin__')
1198 1198 drop_keys.discard('__builtins__')
1199 1199 drop_keys.discard('__name__')
1200 1200 for k in drop_keys:
1201 1201 del ns[k]
1202 1202
1203 1203 self.user_ns_hidden.clear()
1204 1204
1205 1205 # Restore the user namespaces to minimal usability
1206 1206 self.init_user_ns()
1207 1207
1208 1208 # Restore the default and user aliases
1209 1209 self.alias_manager.clear_aliases()
1210 1210 self.alias_manager.init_aliases()
1211 1211
1212 1212 # Flush the private list of module references kept for script
1213 1213 # execution protection
1214 1214 self.clear_main_mod_cache()
1215 1215
1216 1216 def del_var(self, varname, by_name=False):
1217 1217 """Delete a variable from the various namespaces, so that, as
1218 1218 far as possible, we're not keeping any hidden references to it.
1219 1219
1220 1220 Parameters
1221 1221 ----------
1222 1222 varname : str
1223 1223 The name of the variable to delete.
1224 1224 by_name : bool
1225 1225 If True, delete variables with the given name in each
1226 1226 namespace. If False (default), find the variable in the user
1227 1227 namespace, and delete references to it.
1228 1228 """
1229 1229 if varname in ('__builtin__', '__builtins__'):
1230 1230 raise ValueError("Refusing to delete %s" % varname)
1231 1231
1232 1232 ns_refs = self.all_ns_refs
1233 1233
1234 1234 if by_name: # Delete by name
1235 1235 for ns in ns_refs:
1236 1236 try:
1237 1237 del ns[varname]
1238 1238 except KeyError:
1239 1239 pass
1240 1240 else: # Delete by object
1241 1241 try:
1242 1242 obj = self.user_ns[varname]
1243 1243 except KeyError:
1244 1244 raise NameError("name '%s' is not defined" % varname)
1245 1245 # Also check in output history
1246 1246 ns_refs.append(self.history_manager.output_hist)
1247 1247 for ns in ns_refs:
1248 1248 to_delete = [n for n, o in iteritems(ns) if o is obj]
1249 1249 for name in to_delete:
1250 1250 del ns[name]
1251 1251
1252 1252 # displayhook keeps extra references, but not in a dictionary
1253 1253 for name in ('_', '__', '___'):
1254 1254 if getattr(self.displayhook, name) is obj:
1255 1255 setattr(self.displayhook, name, None)
1256 1256
1257 1257 def reset_selective(self, regex=None):
1258 1258 """Clear selective variables from internal namespaces based on a
1259 1259 specified regular expression.
1260 1260
1261 1261 Parameters
1262 1262 ----------
1263 1263 regex : string or compiled pattern, optional
1264 1264 A regular expression pattern that will be used in searching
1265 1265 variable names in the users namespaces.
1266 1266 """
1267 1267 if regex is not None:
1268 1268 try:
1269 1269 m = re.compile(regex)
1270 1270 except TypeError:
1271 1271 raise TypeError('regex must be a string or compiled pattern')
1272 1272 # Search for keys in each namespace that match the given regex
1273 1273 # If a match is found, delete the key/value pair.
1274 1274 for ns in self.all_ns_refs:
1275 1275 for var in ns:
1276 1276 if m.search(var):
1277 1277 del ns[var]
1278 1278
1279 1279 def push(self, variables, interactive=True):
1280 1280 """Inject a group of variables into the IPython user namespace.
1281 1281
1282 1282 Parameters
1283 1283 ----------
1284 1284 variables : dict, str or list/tuple of str
1285 1285 The variables to inject into the user's namespace. If a dict, a
1286 1286 simple update is done. If a str, the string is assumed to have
1287 1287 variable names separated by spaces. A list/tuple of str can also
1288 1288 be used to give the variable names. If just the variable names are
1289 1289 give (list/tuple/str) then the variable values looked up in the
1290 1290 callers frame.
1291 1291 interactive : bool
1292 1292 If True (default), the variables will be listed with the ``who``
1293 1293 magic.
1294 1294 """
1295 1295 vdict = None
1296 1296
1297 1297 # We need a dict of name/value pairs to do namespace updates.
1298 1298 if isinstance(variables, dict):
1299 1299 vdict = variables
1300 1300 elif isinstance(variables, string_types+(list, tuple)):
1301 1301 if isinstance(variables, string_types):
1302 1302 vlist = variables.split()
1303 1303 else:
1304 1304 vlist = variables
1305 1305 vdict = {}
1306 1306 cf = sys._getframe(1)
1307 1307 for name in vlist:
1308 1308 try:
1309 1309 vdict[name] = eval(name, cf.f_globals, cf.f_locals)
1310 1310 except:
1311 1311 print('Could not get variable %s from %s' %
1312 1312 (name,cf.f_code.co_name))
1313 1313 else:
1314 1314 raise ValueError('variables must be a dict/str/list/tuple')
1315 1315
1316 1316 # Propagate variables to user namespace
1317 1317 self.user_ns.update(vdict)
1318 1318
1319 1319 # And configure interactive visibility
1320 1320 user_ns_hidden = self.user_ns_hidden
1321 1321 if interactive:
1322 1322 for name in vdict:
1323 1323 user_ns_hidden.pop(name, None)
1324 1324 else:
1325 1325 user_ns_hidden.update(vdict)
1326 1326
1327 1327 def drop_by_id(self, variables):
1328 1328 """Remove a dict of variables from the user namespace, if they are the
1329 1329 same as the values in the dictionary.
1330 1330
1331 1331 This is intended for use by extensions: variables that they've added can
1332 1332 be taken back out if they are unloaded, without removing any that the
1333 1333 user has overwritten.
1334 1334
1335 1335 Parameters
1336 1336 ----------
1337 1337 variables : dict
1338 1338 A dictionary mapping object names (as strings) to the objects.
1339 1339 """
1340 1340 for name, obj in iteritems(variables):
1341 1341 if name in self.user_ns and self.user_ns[name] is obj:
1342 1342 del self.user_ns[name]
1343 1343 self.user_ns_hidden.pop(name, None)
1344 1344
1345 1345 #-------------------------------------------------------------------------
1346 1346 # Things related to object introspection
1347 1347 #-------------------------------------------------------------------------
1348 1348
1349 1349 def _ofind(self, oname, namespaces=None):
1350 1350 """Find an object in the available namespaces.
1351 1351
1352 1352 self._ofind(oname) -> dict with keys: found,obj,ospace,ismagic
1353 1353
1354 1354 Has special code to detect magic functions.
1355 1355 """
1356 1356 oname = oname.strip()
1357 1357 #print '1- oname: <%r>' % oname # dbg
1358 1358 if not oname.startswith(ESC_MAGIC) and \
1359 1359 not oname.startswith(ESC_MAGIC2) and \
1360 1360 not py3compat.isidentifier(oname, dotted=True):
1361 1361 return dict(found=False)
1362 1362
1363 1363 alias_ns = None
1364 1364 if namespaces is None:
1365 1365 # Namespaces to search in:
1366 1366 # Put them in a list. The order is important so that we
1367 1367 # find things in the same order that Python finds them.
1368 1368 namespaces = [ ('Interactive', self.user_ns),
1369 1369 ('Interactive (global)', self.user_global_ns),
1370 1370 ('Python builtin', builtin_mod.__dict__),
1371 1371 ]
1372 1372
1373 1373 # initialize results to 'null'
1374 1374 found = False; obj = None; ospace = None; ds = None;
1375 1375 ismagic = False; isalias = False; parent = None
1376 1376
1377 1377 # We need to special-case 'print', which as of python2.6 registers as a
1378 1378 # function but should only be treated as one if print_function was
1379 1379 # loaded with a future import. In this case, just bail.
1380 1380 if (oname == 'print' and not py3compat.PY3 and not \
1381 1381 (self.compile.compiler_flags & __future__.CO_FUTURE_PRINT_FUNCTION)):
1382 1382 return {'found':found, 'obj':obj, 'namespace':ospace,
1383 1383 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
1384 1384
1385 1385 # Look for the given name by splitting it in parts. If the head is
1386 1386 # found, then we look for all the remaining parts as members, and only
1387 1387 # declare success if we can find them all.
1388 1388 oname_parts = oname.split('.')
1389 1389 oname_head, oname_rest = oname_parts[0],oname_parts[1:]
1390 1390 for nsname,ns in namespaces:
1391 1391 try:
1392 1392 obj = ns[oname_head]
1393 1393 except KeyError:
1394 1394 continue
1395 1395 else:
1396 1396 #print 'oname_rest:', oname_rest # dbg
1397 1397 for part in oname_rest:
1398 1398 try:
1399 1399 parent = obj
1400 1400 obj = getattr(obj,part)
1401 1401 except:
1402 1402 # Blanket except b/c some badly implemented objects
1403 1403 # allow __getattr__ to raise exceptions other than
1404 1404 # AttributeError, which then crashes IPython.
1405 1405 break
1406 1406 else:
1407 1407 # If we finish the for loop (no break), we got all members
1408 1408 found = True
1409 1409 ospace = nsname
1410 1410 break # namespace loop
1411 1411
1412 1412 # Try to see if it's magic
1413 1413 if not found:
1414 1414 obj = None
1415 1415 if oname.startswith(ESC_MAGIC2):
1416 1416 oname = oname.lstrip(ESC_MAGIC2)
1417 1417 obj = self.find_cell_magic(oname)
1418 1418 elif oname.startswith(ESC_MAGIC):
1419 1419 oname = oname.lstrip(ESC_MAGIC)
1420 1420 obj = self.find_line_magic(oname)
1421 1421 else:
1422 1422 # search without prefix, so run? will find %run?
1423 1423 obj = self.find_line_magic(oname)
1424 1424 if obj is None:
1425 1425 obj = self.find_cell_magic(oname)
1426 1426 if obj is not None:
1427 1427 found = True
1428 1428 ospace = 'IPython internal'
1429 1429 ismagic = True
1430 1430
1431 1431 # Last try: special-case some literals like '', [], {}, etc:
1432 1432 if not found and oname_head in ["''",'""','[]','{}','()']:
1433 1433 obj = eval(oname_head)
1434 1434 found = True
1435 1435 ospace = 'Interactive'
1436 1436
1437 1437 return {'found':found, 'obj':obj, 'namespace':ospace,
1438 1438 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
1439 1439
1440 1440 def _ofind_property(self, oname, info):
1441 1441 """Second part of object finding, to look for property details."""
1442 1442 if info.found:
1443 1443 # Get the docstring of the class property if it exists.
1444 1444 path = oname.split('.')
1445 1445 root = '.'.join(path[:-1])
1446 1446 if info.parent is not None:
1447 1447 try:
1448 1448 target = getattr(info.parent, '__class__')
1449 1449 # The object belongs to a class instance.
1450 1450 try:
1451 1451 target = getattr(target, path[-1])
1452 1452 # The class defines the object.
1453 1453 if isinstance(target, property):
1454 1454 oname = root + '.__class__.' + path[-1]
1455 1455 info = Struct(self._ofind(oname))
1456 1456 except AttributeError: pass
1457 1457 except AttributeError: pass
1458 1458
1459 1459 # We return either the new info or the unmodified input if the object
1460 1460 # hadn't been found
1461 1461 return info
1462 1462
1463 1463 def _object_find(self, oname, namespaces=None):
1464 1464 """Find an object and return a struct with info about it."""
1465 1465 inf = Struct(self._ofind(oname, namespaces))
1466 1466 return Struct(self._ofind_property(oname, inf))
1467 1467
1468 1468 def _inspect(self, meth, oname, namespaces=None, **kw):
1469 1469 """Generic interface to the inspector system.
1470 1470
1471 1471 This function is meant to be called by pdef, pdoc & friends."""
1472 1472 info = self._object_find(oname, namespaces)
1473 1473 if info.found:
1474 1474 pmethod = getattr(self.inspector, meth)
1475 1475 formatter = format_screen if info.ismagic else None
1476 1476 if meth == 'pdoc':
1477 1477 pmethod(info.obj, oname, formatter)
1478 1478 elif meth == 'pinfo':
1479 1479 pmethod(info.obj, oname, formatter, info, **kw)
1480 1480 else:
1481 1481 pmethod(info.obj, oname)
1482 1482 else:
1483 1483 print('Object `%s` not found.' % oname)
1484 1484 return 'not found' # so callers can take other action
1485 1485
1486 1486 def object_inspect(self, oname, detail_level=0):
1487 1487 with self.builtin_trap:
1488 1488 info = self._object_find(oname)
1489 1489 if info.found:
1490 1490 return self.inspector.info(info.obj, oname, info=info,
1491 1491 detail_level=detail_level
1492 1492 )
1493 1493 else:
1494 1494 return oinspect.object_info(name=oname, found=False)
1495 1495
1496 1496 #-------------------------------------------------------------------------
1497 1497 # Things related to history management
1498 1498 #-------------------------------------------------------------------------
1499 1499
1500 1500 def init_history(self):
1501 1501 """Sets up the command history, and starts regular autosaves."""
1502 1502 self.history_manager = HistoryManager(shell=self, parent=self)
1503 1503 self.configurables.append(self.history_manager)
1504 1504
1505 1505 #-------------------------------------------------------------------------
1506 1506 # Things related to exception handling and tracebacks (not debugging)
1507 1507 #-------------------------------------------------------------------------
1508 1508
1509 1509 def init_traceback_handlers(self, custom_exceptions):
1510 1510 # Syntax error handler.
1511 1511 self.SyntaxTB = ultratb.SyntaxTB(color_scheme='NoColor')
1512 1512
1513 1513 # The interactive one is initialized with an offset, meaning we always
1514 1514 # want to remove the topmost item in the traceback, which is our own
1515 1515 # internal code. Valid modes: ['Plain','Context','Verbose']
1516 1516 self.InteractiveTB = ultratb.AutoFormattedTB(mode = 'Plain',
1517 1517 color_scheme='NoColor',
1518 1518 tb_offset = 1,
1519 1519 check_cache=check_linecache_ipython)
1520 1520
1521 1521 # The instance will store a pointer to the system-wide exception hook,
1522 1522 # so that runtime code (such as magics) can access it. This is because
1523 1523 # during the read-eval loop, it may get temporarily overwritten.
1524 1524 self.sys_excepthook = sys.excepthook
1525 1525
1526 1526 # and add any custom exception handlers the user may have specified
1527 1527 self.set_custom_exc(*custom_exceptions)
1528 1528
1529 1529 # Set the exception mode
1530 1530 self.InteractiveTB.set_mode(mode=self.xmode)
1531 1531
1532 1532 def set_custom_exc(self, exc_tuple, handler):
1533 1533 """set_custom_exc(exc_tuple,handler)
1534 1534
1535 1535 Set a custom exception handler, which will be called if any of the
1536 1536 exceptions in exc_tuple occur in the mainloop (specifically, in the
1537 1537 run_code() method).
1538 1538
1539 1539 Parameters
1540 1540 ----------
1541 1541
1542 1542 exc_tuple : tuple of exception classes
1543 1543 A *tuple* of exception classes, for which to call the defined
1544 1544 handler. It is very important that you use a tuple, and NOT A
1545 1545 LIST here, because of the way Python's except statement works. If
1546 1546 you only want to trap a single exception, use a singleton tuple::
1547 1547
1548 1548 exc_tuple == (MyCustomException,)
1549 1549
1550 1550 handler : callable
1551 1551 handler must have the following signature::
1552 1552
1553 1553 def my_handler(self, etype, value, tb, tb_offset=None):
1554 1554 ...
1555 1555 return structured_traceback
1556 1556
1557 1557 Your handler must return a structured traceback (a list of strings),
1558 1558 or None.
1559 1559
1560 1560 This will be made into an instance method (via types.MethodType)
1561 1561 of IPython itself, and it will be called if any of the exceptions
1562 1562 listed in the exc_tuple are caught. If the handler is None, an
1563 1563 internal basic one is used, which just prints basic info.
1564 1564
1565 1565 To protect IPython from crashes, if your handler ever raises an
1566 1566 exception or returns an invalid result, it will be immediately
1567 1567 disabled.
1568 1568
1569 1569 WARNING: by putting in your own exception handler into IPython's main
1570 1570 execution loop, you run a very good chance of nasty crashes. This
1571 1571 facility should only be used if you really know what you are doing."""
1572 1572
1573 1573 assert type(exc_tuple)==type(()) , \
1574 1574 "The custom exceptions must be given AS A TUPLE."
1575 1575
1576 1576 def dummy_handler(self,etype,value,tb,tb_offset=None):
1577 1577 print('*** Simple custom exception handler ***')
1578 1578 print('Exception type :',etype)
1579 1579 print('Exception value:',value)
1580 1580 print('Traceback :',tb)
1581 1581 #print 'Source code :','\n'.join(self.buffer)
1582 1582
1583 1583 def validate_stb(stb):
1584 1584 """validate structured traceback return type
1585 1585
1586 1586 return type of CustomTB *should* be a list of strings, but allow
1587 1587 single strings or None, which are harmless.
1588 1588
1589 1589 This function will *always* return a list of strings,
1590 1590 and will raise a TypeError if stb is inappropriate.
1591 1591 """
1592 1592 msg = "CustomTB must return list of strings, not %r" % stb
1593 1593 if stb is None:
1594 1594 return []
1595 1595 elif isinstance(stb, string_types):
1596 1596 return [stb]
1597 1597 elif not isinstance(stb, list):
1598 1598 raise TypeError(msg)
1599 1599 # it's a list
1600 1600 for line in stb:
1601 1601 # check every element
1602 1602 if not isinstance(line, string_types):
1603 1603 raise TypeError(msg)
1604 1604 return stb
1605 1605
1606 1606 if handler is None:
1607 1607 wrapped = dummy_handler
1608 1608 else:
1609 1609 def wrapped(self,etype,value,tb,tb_offset=None):
1610 1610 """wrap CustomTB handler, to protect IPython from user code
1611 1611
1612 1612 This makes it harder (but not impossible) for custom exception
1613 1613 handlers to crash IPython.
1614 1614 """
1615 1615 try:
1616 1616 stb = handler(self,etype,value,tb,tb_offset=tb_offset)
1617 1617 return validate_stb(stb)
1618 1618 except:
1619 1619 # clear custom handler immediately
1620 1620 self.set_custom_exc((), None)
1621 1621 print("Custom TB Handler failed, unregistering", file=io.stderr)
1622 1622 # show the exception in handler first
1623 1623 stb = self.InteractiveTB.structured_traceback(*sys.exc_info())
1624 1624 print(self.InteractiveTB.stb2text(stb), file=io.stdout)
1625 1625 print("The original exception:", file=io.stdout)
1626 1626 stb = self.InteractiveTB.structured_traceback(
1627 1627 (etype,value,tb), tb_offset=tb_offset
1628 1628 )
1629 1629 return stb
1630 1630
1631 1631 self.CustomTB = types.MethodType(wrapped,self)
1632 1632 self.custom_exceptions = exc_tuple
1633 1633
1634 1634 def excepthook(self, etype, value, tb):
1635 1635 """One more defense for GUI apps that call sys.excepthook.
1636 1636
1637 1637 GUI frameworks like wxPython trap exceptions and call
1638 1638 sys.excepthook themselves. I guess this is a feature that
1639 1639 enables them to keep running after exceptions that would
1640 1640 otherwise kill their mainloop. This is a bother for IPython
1641 1641 which excepts to catch all of the program exceptions with a try:
1642 1642 except: statement.
1643 1643
1644 1644 Normally, IPython sets sys.excepthook to a CrashHandler instance, so if
1645 1645 any app directly invokes sys.excepthook, it will look to the user like
1646 1646 IPython crashed. In order to work around this, we can disable the
1647 1647 CrashHandler and replace it with this excepthook instead, which prints a
1648 1648 regular traceback using our InteractiveTB. In this fashion, apps which
1649 1649 call sys.excepthook will generate a regular-looking exception from
1650 1650 IPython, and the CrashHandler will only be triggered by real IPython
1651 1651 crashes.
1652 1652
1653 1653 This hook should be used sparingly, only in places which are not likely
1654 1654 to be true IPython errors.
1655 1655 """
1656 1656 self.showtraceback((etype,value,tb),tb_offset=0)
1657 1657
1658 1658 def _get_exc_info(self, exc_tuple=None):
1659 1659 """get exc_info from a given tuple, sys.exc_info() or sys.last_type etc.
1660 1660
1661 1661 Ensures sys.last_type,value,traceback hold the exc_info we found,
1662 1662 from whichever source.
1663 1663
1664 1664 raises ValueError if none of these contain any information
1665 1665 """
1666 1666 if exc_tuple is None:
1667 1667 etype, value, tb = sys.exc_info()
1668 1668 else:
1669 1669 etype, value, tb = exc_tuple
1670 1670
1671 1671 if etype is None:
1672 1672 if hasattr(sys, 'last_type'):
1673 1673 etype, value, tb = sys.last_type, sys.last_value, \
1674 1674 sys.last_traceback
1675 1675
1676 1676 if etype is None:
1677 1677 raise ValueError("No exception to find")
1678 1678
1679 1679 # Now store the exception info in sys.last_type etc.
1680 1680 # WARNING: these variables are somewhat deprecated and not
1681 1681 # necessarily safe to use in a threaded environment, but tools
1682 1682 # like pdb depend on their existence, so let's set them. If we
1683 1683 # find problems in the field, we'll need to revisit their use.
1684 1684 sys.last_type = etype
1685 1685 sys.last_value = value
1686 1686 sys.last_traceback = tb
1687 1687
1688 1688 return etype, value, tb
1689 1689
1690 1690 def show_usage_error(self, exc):
1691 1691 """Show a short message for UsageErrors
1692 1692
1693 1693 These are special exceptions that shouldn't show a traceback.
1694 1694 """
1695 1695 self.write_err("UsageError: %s" % exc)
1696 1696
1697 1697 def showtraceback(self,exc_tuple = None,filename=None,tb_offset=None,
1698 1698 exception_only=False):
1699 1699 """Display the exception that just occurred.
1700 1700
1701 1701 If nothing is known about the exception, this is the method which
1702 1702 should be used throughout the code for presenting user tracebacks,
1703 1703 rather than directly invoking the InteractiveTB object.
1704 1704
1705 1705 A specific showsyntaxerror() also exists, but this method can take
1706 1706 care of calling it if needed, so unless you are explicitly catching a
1707 1707 SyntaxError exception, don't try to analyze the stack manually and
1708 1708 simply call this method."""
1709 1709
1710 1710 try:
1711 1711 try:
1712 1712 etype, value, tb = self._get_exc_info(exc_tuple)
1713 1713 except ValueError:
1714 1714 self.write_err('No traceback available to show.\n')
1715 1715 return
1716 1716
1717 1717 if issubclass(etype, SyntaxError):
1718 1718 # Though this won't be called by syntax errors in the input
1719 1719 # line, there may be SyntaxError cases with imported code.
1720 1720 self.showsyntaxerror(filename)
1721 1721 elif etype is UsageError:
1722 1722 self.show_usage_error(value)
1723 1723 else:
1724 1724 if exception_only:
1725 1725 stb = ['An exception has occurred, use %tb to see '
1726 1726 'the full traceback.\n']
1727 1727 stb.extend(self.InteractiveTB.get_exception_only(etype,
1728 1728 value))
1729 1729 else:
1730 1730 try:
1731 1731 # Exception classes can customise their traceback - we
1732 1732 # use this in IPython.parallel for exceptions occurring
1733 1733 # in the engines. This should return a list of strings.
1734 1734 stb = value._render_traceback_()
1735 1735 except Exception:
1736 1736 stb = self.InteractiveTB.structured_traceback(etype,
1737 1737 value, tb, tb_offset=tb_offset)
1738 1738
1739 1739 self._showtraceback(etype, value, stb)
1740 1740 if self.call_pdb:
1741 1741 # drop into debugger
1742 1742 self.debugger(force=True)
1743 1743 return
1744 1744
1745 1745 # Actually show the traceback
1746 1746 self._showtraceback(etype, value, stb)
1747 1747
1748 1748 except KeyboardInterrupt:
1749 1749 self.write_err("\nKeyboardInterrupt\n")
1750 1750
1751 1751 def _showtraceback(self, etype, evalue, stb):
1752 1752 """Actually show a traceback.
1753 1753
1754 1754 Subclasses may override this method to put the traceback on a different
1755 1755 place, like a side channel.
1756 1756 """
1757 1757 print(self.InteractiveTB.stb2text(stb), file=io.stdout)
1758 1758
1759 1759 def showsyntaxerror(self, filename=None):
1760 1760 """Display the syntax error that just occurred.
1761 1761
1762 1762 This doesn't display a stack trace because there isn't one.
1763 1763
1764 1764 If a filename is given, it is stuffed in the exception instead
1765 1765 of what was there before (because Python's parser always uses
1766 1766 "<string>" when reading from a string).
1767 1767 """
1768 1768 etype, value, last_traceback = self._get_exc_info()
1769 1769
1770 1770 if filename and issubclass(etype, SyntaxError):
1771 1771 try:
1772 1772 value.filename = filename
1773 1773 except:
1774 1774 # Not the format we expect; leave it alone
1775 1775 pass
1776 1776
1777 1777 stb = self.SyntaxTB.structured_traceback(etype, value, [])
1778 1778 self._showtraceback(etype, value, stb)
1779 1779
1780 1780 # This is overridden in TerminalInteractiveShell to show a message about
1781 1781 # the %paste magic.
1782 1782 def showindentationerror(self):
1783 1783 """Called by run_cell when there's an IndentationError in code entered
1784 1784 at the prompt.
1785 1785
1786 1786 This is overridden in TerminalInteractiveShell to show a message about
1787 1787 the %paste magic."""
1788 1788 self.showsyntaxerror()
1789 1789
1790 1790 #-------------------------------------------------------------------------
1791 1791 # Things related to readline
1792 1792 #-------------------------------------------------------------------------
1793 1793
1794 1794 def init_readline(self):
1795 1795 """Command history completion/saving/reloading."""
1796 1796
1797 1797 if self.readline_use:
1798 1798 import IPython.utils.rlineimpl as readline
1799 1799
1800 1800 self.rl_next_input = None
1801 1801 self.rl_do_indent = False
1802 1802
1803 1803 if not self.readline_use or not readline.have_readline:
1804 1804 self.has_readline = False
1805 1805 self.readline = None
1806 1806 # Set a number of methods that depend on readline to be no-op
1807 1807 self.readline_no_record = no_op_context
1808 1808 self.set_readline_completer = no_op
1809 1809 self.set_custom_completer = no_op
1810 1810 if self.readline_use:
1811 1811 warn('Readline services not available or not loaded.')
1812 1812 else:
1813 1813 self.has_readline = True
1814 1814 self.readline = readline
1815 1815 sys.modules['readline'] = readline
1816 1816
1817 1817 # Platform-specific configuration
1818 1818 if os.name == 'nt':
1819 1819 # FIXME - check with Frederick to see if we can harmonize
1820 1820 # naming conventions with pyreadline to avoid this
1821 1821 # platform-dependent check
1822 1822 self.readline_startup_hook = readline.set_pre_input_hook
1823 1823 else:
1824 1824 self.readline_startup_hook = readline.set_startup_hook
1825 1825
1826 1826 # Load user's initrc file (readline config)
1827 1827 # Or if libedit is used, load editrc.
1828 1828 inputrc_name = os.environ.get('INPUTRC')
1829 1829 if inputrc_name is None:
1830 1830 inputrc_name = '.inputrc'
1831 1831 if readline.uses_libedit:
1832 1832 inputrc_name = '.editrc'
1833 1833 inputrc_name = os.path.join(self.home_dir, inputrc_name)
1834 1834 if os.path.isfile(inputrc_name):
1835 1835 try:
1836 1836 readline.read_init_file(inputrc_name)
1837 1837 except:
1838 1838 warn('Problems reading readline initialization file <%s>'
1839 1839 % inputrc_name)
1840 1840
1841 1841 # Configure readline according to user's prefs
1842 1842 # This is only done if GNU readline is being used. If libedit
1843 1843 # is being used (as on Leopard) the readline config is
1844 1844 # not run as the syntax for libedit is different.
1845 1845 if not readline.uses_libedit:
1846 1846 for rlcommand in self.readline_parse_and_bind:
1847 1847 #print "loading rl:",rlcommand # dbg
1848 1848 readline.parse_and_bind(rlcommand)
1849 1849
1850 1850 # Remove some chars from the delimiters list. If we encounter
1851 1851 # unicode chars, discard them.
1852 1852 delims = readline.get_completer_delims()
1853 1853 if not py3compat.PY3:
1854 1854 delims = delims.encode("ascii", "ignore")
1855 1855 for d in self.readline_remove_delims:
1856 1856 delims = delims.replace(d, "")
1857 1857 delims = delims.replace(ESC_MAGIC, '')
1858 1858 readline.set_completer_delims(delims)
1859 1859 # Store these so we can restore them if something like rpy2 modifies
1860 1860 # them.
1861 1861 self.readline_delims = delims
1862 1862 # otherwise we end up with a monster history after a while:
1863 1863 readline.set_history_length(self.history_length)
1864 1864
1865 1865 self.refill_readline_hist()
1866 1866 self.readline_no_record = ReadlineNoRecord(self)
1867 1867
1868 1868 # Configure auto-indent for all platforms
1869 1869 self.set_autoindent(self.autoindent)
1870 1870
1871 1871 def refill_readline_hist(self):
1872 1872 # Load the last 1000 lines from history
1873 1873 self.readline.clear_history()
1874 1874 stdin_encoding = sys.stdin.encoding or "utf-8"
1875 1875 last_cell = u""
1876 1876 for _, _, cell in self.history_manager.get_tail(1000,
1877 1877 include_latest=True):
1878 1878 # Ignore blank lines and consecutive duplicates
1879 1879 cell = cell.rstrip()
1880 1880 if cell and (cell != last_cell):
1881 1881 try:
1882 1882 if self.multiline_history:
1883 1883 self.readline.add_history(py3compat.unicode_to_str(cell,
1884 1884 stdin_encoding))
1885 1885 else:
1886 1886 for line in cell.splitlines():
1887 1887 self.readline.add_history(py3compat.unicode_to_str(line,
1888 1888 stdin_encoding))
1889 1889 last_cell = cell
1890 1890
1891 1891 except TypeError:
1892 1892 # The history DB can get corrupted so it returns strings
1893 1893 # containing null bytes, which readline objects to.
1894 1894 continue
1895 1895
1896 1896 @skip_doctest
1897 1897 def set_next_input(self, s):
1898 1898 """ Sets the 'default' input string for the next command line.
1899 1899
1900 1900 Requires readline.
1901 1901
1902 1902 Example::
1903 1903
1904 1904 In [1]: _ip.set_next_input("Hello Word")
1905 1905 In [2]: Hello Word_ # cursor is here
1906 1906 """
1907 1907 self.rl_next_input = py3compat.cast_bytes_py2(s)
1908 1908
1909 1909 # Maybe move this to the terminal subclass?
1910 1910 def pre_readline(self):
1911 1911 """readline hook to be used at the start of each line.
1912 1912
1913 1913 Currently it handles auto-indent only."""
1914 1914
1915 1915 if self.rl_do_indent:
1916 1916 self.readline.insert_text(self._indent_current_str())
1917 1917 if self.rl_next_input is not None:
1918 1918 self.readline.insert_text(self.rl_next_input)
1919 1919 self.rl_next_input = None
1920 1920
1921 1921 def _indent_current_str(self):
1922 1922 """return the current level of indentation as a string"""
1923 1923 return self.input_splitter.indent_spaces * ' '
1924 1924
1925 1925 #-------------------------------------------------------------------------
1926 1926 # Things related to text completion
1927 1927 #-------------------------------------------------------------------------
1928 1928
1929 1929 def init_completer(self):
1930 1930 """Initialize the completion machinery.
1931 1931
1932 1932 This creates completion machinery that can be used by client code,
1933 1933 either interactively in-process (typically triggered by the readline
1934 1934 library), programatically (such as in test suites) or out-of-prcess
1935 1935 (typically over the network by remote frontends).
1936 1936 """
1937 1937 from IPython.core.completer import IPCompleter
1938 1938 from IPython.core.completerlib import (module_completer,
1939 1939 magic_run_completer, cd_completer, reset_completer)
1940 1940
1941 1941 self.Completer = IPCompleter(shell=self,
1942 1942 namespace=self.user_ns,
1943 1943 global_namespace=self.user_global_ns,
1944 1944 use_readline=self.has_readline,
1945 1945 parent=self,
1946 1946 )
1947 1947 self.configurables.append(self.Completer)
1948 1948
1949 1949 # Add custom completers to the basic ones built into IPCompleter
1950 1950 sdisp = self.strdispatchers.get('complete_command', StrDispatch())
1951 1951 self.strdispatchers['complete_command'] = sdisp
1952 1952 self.Completer.custom_completers = sdisp
1953 1953
1954 1954 self.set_hook('complete_command', module_completer, str_key = 'import')
1955 1955 self.set_hook('complete_command', module_completer, str_key = 'from')
1956 1956 self.set_hook('complete_command', magic_run_completer, str_key = '%run')
1957 1957 self.set_hook('complete_command', cd_completer, str_key = '%cd')
1958 1958 self.set_hook('complete_command', reset_completer, str_key = '%reset')
1959 1959
1960 1960 # Only configure readline if we truly are using readline. IPython can
1961 1961 # do tab-completion over the network, in GUIs, etc, where readline
1962 1962 # itself may be absent
1963 1963 if self.has_readline:
1964 1964 self.set_readline_completer()
1965 1965
1966 1966 def complete(self, text, line=None, cursor_pos=None):
1967 1967 """Return the completed text and a list of completions.
1968 1968
1969 1969 Parameters
1970 1970 ----------
1971 1971
1972 1972 text : string
1973 1973 A string of text to be completed on. It can be given as empty and
1974 1974 instead a line/position pair are given. In this case, the
1975 1975 completer itself will split the line like readline does.
1976 1976
1977 1977 line : string, optional
1978 1978 The complete line that text is part of.
1979 1979
1980 1980 cursor_pos : int, optional
1981 1981 The position of the cursor on the input line.
1982 1982
1983 1983 Returns
1984 1984 -------
1985 1985 text : string
1986 1986 The actual text that was completed.
1987 1987
1988 1988 matches : list
1989 1989 A sorted list with all possible completions.
1990 1990
1991 1991 The optional arguments allow the completion to take more context into
1992 1992 account, and are part of the low-level completion API.
1993 1993
1994 1994 This is a wrapper around the completion mechanism, similar to what
1995 1995 readline does at the command line when the TAB key is hit. By
1996 1996 exposing it as a method, it can be used by other non-readline
1997 1997 environments (such as GUIs) for text completion.
1998 1998
1999 1999 Simple usage example:
2000 2000
2001 2001 In [1]: x = 'hello'
2002 2002
2003 2003 In [2]: _ip.complete('x.l')
2004 2004 Out[2]: ('x.l', ['x.ljust', 'x.lower', 'x.lstrip'])
2005 2005 """
2006 2006
2007 2007 # Inject names into __builtin__ so we can complete on the added names.
2008 2008 with self.builtin_trap:
2009 2009 return self.Completer.complete(text, line, cursor_pos)
2010 2010
2011 2011 def set_custom_completer(self, completer, pos=0):
2012 2012 """Adds a new custom completer function.
2013 2013
2014 2014 The position argument (defaults to 0) is the index in the completers
2015 2015 list where you want the completer to be inserted."""
2016 2016
2017 2017 newcomp = types.MethodType(completer,self.Completer)
2018 2018 self.Completer.matchers.insert(pos,newcomp)
2019 2019
2020 2020 def set_readline_completer(self):
2021 2021 """Reset readline's completer to be our own."""
2022 2022 self.readline.set_completer(self.Completer.rlcomplete)
2023 2023
2024 2024 def set_completer_frame(self, frame=None):
2025 2025 """Set the frame of the completer."""
2026 2026 if frame:
2027 2027 self.Completer.namespace = frame.f_locals
2028 2028 self.Completer.global_namespace = frame.f_globals
2029 2029 else:
2030 2030 self.Completer.namespace = self.user_ns
2031 2031 self.Completer.global_namespace = self.user_global_ns
2032 2032
2033 2033 #-------------------------------------------------------------------------
2034 2034 # Things related to magics
2035 2035 #-------------------------------------------------------------------------
2036 2036
2037 2037 def init_magics(self):
2038 2038 from IPython.core import magics as m
2039 2039 self.magics_manager = magic.MagicsManager(shell=self,
2040 2040 parent=self,
2041 2041 user_magics=m.UserMagics(self))
2042 2042 self.configurables.append(self.magics_manager)
2043 2043
2044 2044 # Expose as public API from the magics manager
2045 2045 self.register_magics = self.magics_manager.register
2046 2046 self.define_magic = self.magics_manager.define_magic
2047 2047
2048 2048 self.register_magics(m.AutoMagics, m.BasicMagics, m.CodeMagics,
2049 2049 m.ConfigMagics, m.DeprecatedMagics, m.DisplayMagics, m.ExecutionMagics,
2050 2050 m.ExtensionMagics, m.HistoryMagics, m.LoggingMagics,
2051 2051 m.NamespaceMagics, m.OSMagics, m.PylabMagics, m.ScriptMagics,
2052 2052 )
2053 2053
2054 2054 # Register Magic Aliases
2055 2055 mman = self.magics_manager
2056 2056 # FIXME: magic aliases should be defined by the Magics classes
2057 2057 # or in MagicsManager, not here
2058 2058 mman.register_alias('ed', 'edit')
2059 2059 mman.register_alias('hist', 'history')
2060 2060 mman.register_alias('rep', 'recall')
2061 2061 mman.register_alias('SVG', 'svg', 'cell')
2062 2062 mman.register_alias('HTML', 'html', 'cell')
2063 2063 mman.register_alias('file', 'writefile', 'cell')
2064 2064
2065 2065 # FIXME: Move the color initialization to the DisplayHook, which
2066 2066 # should be split into a prompt manager and displayhook. We probably
2067 2067 # even need a centralize colors management object.
2068 2068 self.magic('colors %s' % self.colors)
2069 2069
2070 2070 # Defined here so that it's included in the documentation
2071 2071 @functools.wraps(magic.MagicsManager.register_function)
2072 2072 def register_magic_function(self, func, magic_kind='line', magic_name=None):
2073 2073 self.magics_manager.register_function(func,
2074 2074 magic_kind=magic_kind, magic_name=magic_name)
2075 2075
2076 2076 def run_line_magic(self, magic_name, line):
2077 2077 """Execute the given line magic.
2078 2078
2079 2079 Parameters
2080 2080 ----------
2081 2081 magic_name : str
2082 2082 Name of the desired magic function, without '%' prefix.
2083 2083
2084 2084 line : str
2085 2085 The rest of the input line as a single string.
2086 2086 """
2087 2087 fn = self.find_line_magic(magic_name)
2088 2088 if fn is None:
2089 2089 cm = self.find_cell_magic(magic_name)
2090 2090 etpl = "Line magic function `%%%s` not found%s."
2091 2091 extra = '' if cm is None else (' (But cell magic `%%%%%s` exists, '
2092 2092 'did you mean that instead?)' % magic_name )
2093 2093 error(etpl % (magic_name, extra))
2094 2094 else:
2095 2095 # Note: this is the distance in the stack to the user's frame.
2096 2096 # This will need to be updated if the internal calling logic gets
2097 2097 # refactored, or else we'll be expanding the wrong variables.
2098 2098 stack_depth = 2
2099 2099 magic_arg_s = self.var_expand(line, stack_depth)
2100 2100 # Put magic args in a list so we can call with f(*a) syntax
2101 2101 args = [magic_arg_s]
2102 2102 kwargs = {}
2103 2103 # Grab local namespace if we need it:
2104 2104 if getattr(fn, "needs_local_scope", False):
2105 2105 kwargs['local_ns'] = sys._getframe(stack_depth).f_locals
2106 2106 with self.builtin_trap:
2107 2107 result = fn(*args,**kwargs)
2108 2108 return result
2109 2109
2110 2110 def run_cell_magic(self, magic_name, line, cell):
2111 2111 """Execute the given cell magic.
2112 2112
2113 2113 Parameters
2114 2114 ----------
2115 2115 magic_name : str
2116 2116 Name of the desired magic function, without '%' prefix.
2117 2117
2118 2118 line : str
2119 2119 The rest of the first input line as a single string.
2120 2120
2121 2121 cell : str
2122 2122 The body of the cell as a (possibly multiline) string.
2123 2123 """
2124 2124 fn = self.find_cell_magic(magic_name)
2125 2125 if fn is None:
2126 2126 lm = self.find_line_magic(magic_name)
2127 2127 etpl = "Cell magic `%%{0}` not found{1}."
2128 2128 extra = '' if lm is None else (' (But line magic `%{0}` exists, '
2129 2129 'did you mean that instead?)'.format(magic_name))
2130 2130 error(etpl.format(magic_name, extra))
2131 2131 elif cell == '':
2132 2132 message = '%%{0} is a cell magic, but the cell body is empty.'.format(magic_name)
2133 2133 if self.find_line_magic(magic_name) is not None:
2134 2134 message += ' Did you mean the line magic %{0} (single %)?'.format(magic_name)
2135 2135 raise UsageError(message)
2136 2136 else:
2137 2137 # Note: this is the distance in the stack to the user's frame.
2138 2138 # This will need to be updated if the internal calling logic gets
2139 2139 # refactored, or else we'll be expanding the wrong variables.
2140 2140 stack_depth = 2
2141 2141 magic_arg_s = self.var_expand(line, stack_depth)
2142 2142 with self.builtin_trap:
2143 2143 result = fn(magic_arg_s, cell)
2144 2144 return result
2145 2145
2146 2146 def find_line_magic(self, magic_name):
2147 2147 """Find and return a line magic by name.
2148 2148
2149 2149 Returns None if the magic isn't found."""
2150 2150 return self.magics_manager.magics['line'].get(magic_name)
2151 2151
2152 2152 def find_cell_magic(self, magic_name):
2153 2153 """Find and return a cell magic by name.
2154 2154
2155 2155 Returns None if the magic isn't found."""
2156 2156 return self.magics_manager.magics['cell'].get(magic_name)
2157 2157
2158 2158 def find_magic(self, magic_name, magic_kind='line'):
2159 2159 """Find and return a magic of the given type by name.
2160 2160
2161 2161 Returns None if the magic isn't found."""
2162 2162 return self.magics_manager.magics[magic_kind].get(magic_name)
2163 2163
2164 2164 def magic(self, arg_s):
2165 2165 """DEPRECATED. Use run_line_magic() instead.
2166 2166
2167 2167 Call a magic function by name.
2168 2168
2169 2169 Input: a string containing the name of the magic function to call and
2170 2170 any additional arguments to be passed to the magic.
2171 2171
2172 2172 magic('name -opt foo bar') is equivalent to typing at the ipython
2173 2173 prompt:
2174 2174
2175 2175 In[1]: %name -opt foo bar
2176 2176
2177 2177 To call a magic without arguments, simply use magic('name').
2178 2178
2179 2179 This provides a proper Python function to call IPython's magics in any
2180 2180 valid Python code you can type at the interpreter, including loops and
2181 2181 compound statements.
2182 2182 """
2183 2183 # TODO: should we issue a loud deprecation warning here?
2184 2184 magic_name, _, magic_arg_s = arg_s.partition(' ')
2185 2185 magic_name = magic_name.lstrip(prefilter.ESC_MAGIC)
2186 2186 return self.run_line_magic(magic_name, magic_arg_s)
2187 2187
2188 2188 #-------------------------------------------------------------------------
2189 2189 # Things related to macros
2190 2190 #-------------------------------------------------------------------------
2191 2191
2192 2192 def define_macro(self, name, themacro):
2193 2193 """Define a new macro
2194 2194
2195 2195 Parameters
2196 2196 ----------
2197 2197 name : str
2198 2198 The name of the macro.
2199 2199 themacro : str or Macro
2200 2200 The action to do upon invoking the macro. If a string, a new
2201 2201 Macro object is created by passing the string to it.
2202 2202 """
2203 2203
2204 2204 from IPython.core import macro
2205 2205
2206 2206 if isinstance(themacro, string_types):
2207 2207 themacro = macro.Macro(themacro)
2208 2208 if not isinstance(themacro, macro.Macro):
2209 2209 raise ValueError('A macro must be a string or a Macro instance.')
2210 2210 self.user_ns[name] = themacro
2211 2211
2212 2212 #-------------------------------------------------------------------------
2213 2213 # Things related to the running of system commands
2214 2214 #-------------------------------------------------------------------------
2215 2215
2216 2216 def system_piped(self, cmd):
2217 2217 """Call the given cmd in a subprocess, piping stdout/err
2218 2218
2219 2219 Parameters
2220 2220 ----------
2221 2221 cmd : str
2222 2222 Command to execute (can not end in '&', as background processes are
2223 2223 not supported. Should not be a command that expects input
2224 2224 other than simple text.
2225 2225 """
2226 2226 if cmd.rstrip().endswith('&'):
2227 2227 # this is *far* from a rigorous test
2228 2228 # We do not support backgrounding processes because we either use
2229 2229 # pexpect or pipes to read from. Users can always just call
2230 2230 # os.system() or use ip.system=ip.system_raw
2231 2231 # if they really want a background process.
2232 2232 raise OSError("Background processes not supported.")
2233 2233
2234 2234 # we explicitly do NOT return the subprocess status code, because
2235 2235 # a non-None value would trigger :func:`sys.displayhook` calls.
2236 2236 # Instead, we store the exit_code in user_ns.
2237 2237 self.user_ns['_exit_code'] = system(self.var_expand(cmd, depth=1))
2238 2238
2239 2239 def system_raw(self, cmd):
2240 2240 """Call the given cmd in a subprocess using os.system on Windows or
2241 2241 subprocess.call using the system shell on other platforms.
2242 2242
2243 2243 Parameters
2244 2244 ----------
2245 2245 cmd : str
2246 2246 Command to execute.
2247 2247 """
2248 2248 cmd = self.var_expand(cmd, depth=1)
2249 2249 # protect os.system from UNC paths on Windows, which it can't handle:
2250 2250 if sys.platform == 'win32':
2251 2251 from IPython.utils._process_win32 import AvoidUNCPath
2252 2252 with AvoidUNCPath() as path:
2253 2253 if path is not None:
2254 2254 cmd = '"pushd %s &&"%s' % (path, cmd)
2255 2255 cmd = py3compat.unicode_to_str(cmd)
2256 2256 ec = os.system(cmd)
2257 2257 else:
2258 2258 cmd = py3compat.unicode_to_str(cmd)
2259 2259 # Call the cmd using the OS shell, instead of the default /bin/sh, if set.
2260 2260 ec = subprocess.call(cmd, shell=True, executable=os.environ.get('SHELL', None))
2261 2261 # exit code is positive for program failure, or negative for
2262 2262 # terminating signal number.
2263 2263
2264 2264 # We explicitly do NOT return the subprocess status code, because
2265 2265 # a non-None value would trigger :func:`sys.displayhook` calls.
2266 2266 # Instead, we store the exit_code in user_ns.
2267 2267 self.user_ns['_exit_code'] = ec
2268 2268
2269 2269 # use piped system by default, because it is better behaved
2270 2270 system = system_piped
2271 2271
2272 2272 def getoutput(self, cmd, split=True, depth=0):
2273 2273 """Get output (possibly including stderr) from a subprocess.
2274 2274
2275 2275 Parameters
2276 2276 ----------
2277 2277 cmd : str
2278 2278 Command to execute (can not end in '&', as background processes are
2279 2279 not supported.
2280 2280 split : bool, optional
2281 2281 If True, split the output into an IPython SList. Otherwise, an
2282 2282 IPython LSString is returned. These are objects similar to normal
2283 2283 lists and strings, with a few convenience attributes for easier
2284 2284 manipulation of line-based output. You can use '?' on them for
2285 2285 details.
2286 2286 depth : int, optional
2287 2287 How many frames above the caller are the local variables which should
2288 2288 be expanded in the command string? The default (0) assumes that the
2289 2289 expansion variables are in the stack frame calling this function.
2290 2290 """
2291 2291 if cmd.rstrip().endswith('&'):
2292 2292 # this is *far* from a rigorous test
2293 2293 raise OSError("Background processes not supported.")
2294 2294 out = getoutput(self.var_expand(cmd, depth=depth+1))
2295 2295 if split:
2296 2296 out = SList(out.splitlines())
2297 2297 else:
2298 2298 out = LSString(out)
2299 2299 return out
2300 2300
2301 2301 #-------------------------------------------------------------------------
2302 2302 # Things related to aliases
2303 2303 #-------------------------------------------------------------------------
2304 2304
2305 2305 def init_alias(self):
2306 2306 self.alias_manager = AliasManager(shell=self, parent=self)
2307 2307 self.configurables.append(self.alias_manager)
2308 2308
2309 2309 #-------------------------------------------------------------------------
2310 2310 # Things related to extensions
2311 2311 #-------------------------------------------------------------------------
2312 2312
2313 2313 def init_extension_manager(self):
2314 2314 self.extension_manager = ExtensionManager(shell=self, parent=self)
2315 2315 self.configurables.append(self.extension_manager)
2316 2316
2317 2317 #-------------------------------------------------------------------------
2318 2318 # Things related to payloads
2319 2319 #-------------------------------------------------------------------------
2320 2320
2321 2321 def init_payload(self):
2322 2322 self.payload_manager = PayloadManager(parent=self)
2323 2323 self.configurables.append(self.payload_manager)
2324 2324
2325 2325 #-------------------------------------------------------------------------
2326 2326 # Things related to widgets
2327 2327 #-------------------------------------------------------------------------
2328 2328
2329 2329 def init_comms(self):
2330 2330 # not implemented in the base class
2331 2331 pass
2332 2332
2333 2333 #-------------------------------------------------------------------------
2334 2334 # Things related to the prefilter
2335 2335 #-------------------------------------------------------------------------
2336 2336
2337 2337 def init_prefilter(self):
2338 2338 self.prefilter_manager = PrefilterManager(shell=self, parent=self)
2339 2339 self.configurables.append(self.prefilter_manager)
2340 2340 # Ultimately this will be refactored in the new interpreter code, but
2341 2341 # for now, we should expose the main prefilter method (there's legacy
2342 2342 # code out there that may rely on this).
2343 2343 self.prefilter = self.prefilter_manager.prefilter_lines
2344 2344
2345 2345 def auto_rewrite_input(self, cmd):
2346 2346 """Print to the screen the rewritten form of the user's command.
2347 2347
2348 2348 This shows visual feedback by rewriting input lines that cause
2349 2349 automatic calling to kick in, like::
2350 2350
2351 2351 /f x
2352 2352
2353 2353 into::
2354 2354
2355 2355 ------> f(x)
2356 2356
2357 2357 after the user's input prompt. This helps the user understand that the
2358 2358 input line was transformed automatically by IPython.
2359 2359 """
2360 2360 if not self.show_rewritten_input:
2361 2361 return
2362 2362
2363 2363 rw = self.prompt_manager.render('rewrite') + cmd
2364 2364
2365 2365 try:
2366 2366 # plain ascii works better w/ pyreadline, on some machines, so
2367 2367 # we use it and only print uncolored rewrite if we have unicode
2368 2368 rw = str(rw)
2369 2369 print(rw, file=io.stdout)
2370 2370 except UnicodeEncodeError:
2371 2371 print("------> " + cmd)
2372 2372
2373 2373 #-------------------------------------------------------------------------
2374 2374 # Things related to extracting values/expressions from kernel and user_ns
2375 2375 #-------------------------------------------------------------------------
2376 2376
2377 2377 def _user_obj_error(self):
2378 2378 """return simple exception dict
2379 2379
2380 2380 for use in user_variables / expressions
2381 2381 """
2382 2382
2383 2383 etype, evalue, tb = self._get_exc_info()
2384 2384 stb = self.InteractiveTB.get_exception_only(etype, evalue)
2385 2385
2386 2386 exc_info = {
2387 2387 u'status' : 'error',
2388 2388 u'traceback' : stb,
2389 2389 u'ename' : unicode_type(etype.__name__),
2390 2390 u'evalue' : py3compat.safe_unicode(evalue),
2391 2391 }
2392 2392
2393 2393 return exc_info
2394 2394
2395 2395 def _format_user_obj(self, obj):
2396 2396 """format a user object to display dict
2397 2397
2398 2398 for use in user_expressions / variables
2399 2399 """
2400 2400
2401 2401 data, md = self.display_formatter.format(obj)
2402 2402 value = {
2403 2403 'status' : 'ok',
2404 2404 'data' : data,
2405 2405 'metadata' : md,
2406 2406 }
2407 2407 return value
2408 2408
2409 2409 def user_variables(self, names):
2410 2410 """Get a list of variable names from the user's namespace.
2411 2411
2412 2412 Parameters
2413 2413 ----------
2414 2414 names : list of strings
2415 2415 A list of names of variables to be read from the user namespace.
2416 2416
2417 2417 Returns
2418 2418 -------
2419 2419 A dict, keyed by the input names and with the rich mime-type repr(s) of each value.
2420 2420 Each element will be a sub-dict of the same form as a display_data message.
2421 2421 """
2422 2422 out = {}
2423 2423 user_ns = self.user_ns
2424 2424
2425 2425 for varname in names:
2426 2426 try:
2427 2427 value = self._format_user_obj(user_ns[varname])
2428 2428 except:
2429 2429 value = self._user_obj_error()
2430 2430 out[varname] = value
2431 2431 return out
2432 2432
2433 2433 def user_expressions(self, expressions):
2434 2434 """Evaluate a dict of expressions in the user's namespace.
2435 2435
2436 2436 Parameters
2437 2437 ----------
2438 2438 expressions : dict
2439 2439 A dict with string keys and string values. The expression values
2440 2440 should be valid Python expressions, each of which will be evaluated
2441 2441 in the user namespace.
2442 2442
2443 2443 Returns
2444 2444 -------
2445 2445 A dict, keyed like the input expressions dict, with the rich mime-typed
2446 2446 display_data of each value.
2447 2447 """
2448 2448 out = {}
2449 2449 user_ns = self.user_ns
2450 2450 global_ns = self.user_global_ns
2451 2451
2452 2452 for key, expr in iteritems(expressions):
2453 2453 try:
2454 2454 value = self._format_user_obj(eval(expr, global_ns, user_ns))
2455 2455 except:
2456 2456 value = self._user_obj_error()
2457 2457 out[key] = value
2458 2458 return out
2459 2459
2460 2460 #-------------------------------------------------------------------------
2461 2461 # Things related to the running of code
2462 2462 #-------------------------------------------------------------------------
2463 2463
2464 2464 def ex(self, cmd):
2465 2465 """Execute a normal python statement in user namespace."""
2466 2466 with self.builtin_trap:
2467 2467 exec(cmd, self.user_global_ns, self.user_ns)
2468 2468
2469 2469 def ev(self, expr):
2470 2470 """Evaluate python expression expr in user namespace.
2471 2471
2472 2472 Returns the result of evaluation
2473 2473 """
2474 2474 with self.builtin_trap:
2475 2475 return eval(expr, self.user_global_ns, self.user_ns)
2476 2476
2477 2477 def safe_execfile(self, fname, *where, **kw):
2478 2478 """A safe version of the builtin execfile().
2479 2479
2480 2480 This version will never throw an exception, but instead print
2481 2481 helpful error messages to the screen. This only works on pure
2482 2482 Python files with the .py extension.
2483 2483
2484 2484 Parameters
2485 2485 ----------
2486 2486 fname : string
2487 2487 The name of the file to be executed.
2488 2488 where : tuple
2489 2489 One or two namespaces, passed to execfile() as (globals,locals).
2490 2490 If only one is given, it is passed as both.
2491 2491 exit_ignore : bool (False)
2492 2492 If True, then silence SystemExit for non-zero status (it is always
2493 2493 silenced for zero status, as it is so common).
2494 2494 raise_exceptions : bool (False)
2495 2495 If True raise exceptions everywhere. Meant for testing.
2496 2496
2497 2497 """
2498 2498 kw.setdefault('exit_ignore', False)
2499 2499 kw.setdefault('raise_exceptions', False)
2500 2500
2501 2501 fname = os.path.abspath(os.path.expanduser(fname))
2502 2502
2503 2503 # Make sure we can open the file
2504 2504 try:
2505 2505 with open(fname) as thefile:
2506 2506 pass
2507 2507 except:
2508 2508 warn('Could not open file <%s> for safe execution.' % fname)
2509 2509 return
2510 2510
2511 2511 # Find things also in current directory. This is needed to mimic the
2512 2512 # behavior of running a script from the system command line, where
2513 2513 # Python inserts the script's directory into sys.path
2514 2514 dname = os.path.dirname(fname)
2515 2515
2516 2516 with prepended_to_syspath(dname):
2517 2517 try:
2518 2518 py3compat.execfile(fname,*where)
2519 2519 except SystemExit as status:
2520 2520 # If the call was made with 0 or None exit status (sys.exit(0)
2521 2521 # or sys.exit() ), don't bother showing a traceback, as both of
2522 2522 # these are considered normal by the OS:
2523 2523 # > python -c'import sys;sys.exit(0)'; echo $?
2524 2524 # 0
2525 2525 # > python -c'import sys;sys.exit()'; echo $?
2526 2526 # 0
2527 2527 # For other exit status, we show the exception unless
2528 2528 # explicitly silenced, but only in short form.
2529 2529 if kw['raise_exceptions']:
2530 2530 raise
2531 2531 if status.code and not kw['exit_ignore']:
2532 2532 self.showtraceback(exception_only=True)
2533 2533 except:
2534 2534 if kw['raise_exceptions']:
2535 2535 raise
2536 2536 self.showtraceback()
2537 2537
2538 2538 def safe_execfile_ipy(self, fname):
2539 """Like safe_execfile, but for .ipy files with IPython syntax.
2539 """Like safe_execfile, but for .ipy or .ipynb files with IPython syntax.
2540 2540
2541 2541 Parameters
2542 2542 ----------
2543 2543 fname : str
2544 2544 The name of the file to execute. The filename must have a
2545 .ipy extension.
2545 .ipy or .ipynb extension.
2546 2546 """
2547 2547 fname = os.path.abspath(os.path.expanduser(fname))
2548 2548
2549 2549 # Make sure we can open the file
2550 2550 try:
2551 2551 with open(fname) as thefile:
2552 2552 pass
2553 2553 except:
2554 2554 warn('Could not open file <%s> for safe execution.' % fname)
2555 2555 return
2556 2556
2557 2557 # Find things also in current directory. This is needed to mimic the
2558 2558 # behavior of running a script from the system command line, where
2559 2559 # Python inserts the script's directory into sys.path
2560 2560 dname = os.path.dirname(fname)
2561 2561
2562 def get_cells():
2563 """generator for sequence of code blocks to run"""
2564 if fname.endswith('.ipynb'):
2565 from IPython.nbformat import current
2566 with open(fname) as f:
2567 nb = current.read(f, 'json')
2568 if not nb.worksheets:
2569 return
2570 for cell in nb.worksheets[0].cells:
2571 yield cell.input
2572 else:
2573 with open(fname) as f:
2574 yield f.read()
2575
2562 2576 with prepended_to_syspath(dname):
2563 2577 try:
2564 with open(fname) as thefile:
2578 for cell in get_cells():
2565 2579 # self.run_cell currently captures all exceptions
2566 2580 # raised in user code. It would be nice if there were
2567 # versions of runlines, execfile that did raise, so
2581 # versions of run_cell that did raise, so
2568 2582 # we could catch the errors.
2569 self.run_cell(thefile.read(), store_history=False, shell_futures=False)
2583 self.run_cell(cell, store_history=False, shell_futures=False)
2570 2584 except:
2571 2585 self.showtraceback()
2572 2586 warn('Unknown failure executing file: <%s>' % fname)
2573 2587
2574 2588 def safe_run_module(self, mod_name, where):
2575 2589 """A safe version of runpy.run_module().
2576 2590
2577 2591 This version will never throw an exception, but instead print
2578 2592 helpful error messages to the screen.
2579 2593
2580 2594 `SystemExit` exceptions with status code 0 or None are ignored.
2581 2595
2582 2596 Parameters
2583 2597 ----------
2584 2598 mod_name : string
2585 2599 The name of the module to be executed.
2586 2600 where : dict
2587 2601 The globals namespace.
2588 2602 """
2589 2603 try:
2590 2604 try:
2591 2605 where.update(
2592 2606 runpy.run_module(str(mod_name), run_name="__main__",
2593 2607 alter_sys=True)
2594 2608 )
2595 2609 except SystemExit as status:
2596 2610 if status.code:
2597 2611 raise
2598 2612 except:
2599 2613 self.showtraceback()
2600 2614 warn('Unknown failure executing module: <%s>' % mod_name)
2601 2615
2602 2616 def _run_cached_cell_magic(self, magic_name, line):
2603 2617 """Special method to call a cell magic with the data stored in self.
2604 2618 """
2605 2619 cell = self._current_cell_magic_body
2606 2620 self._current_cell_magic_body = None
2607 2621 return self.run_cell_magic(magic_name, line, cell)
2608 2622
2609 2623 def run_cell(self, raw_cell, store_history=False, silent=False, shell_futures=True):
2610 2624 """Run a complete IPython cell.
2611 2625
2612 2626 Parameters
2613 2627 ----------
2614 2628 raw_cell : str
2615 2629 The code (including IPython code such as %magic functions) to run.
2616 2630 store_history : bool
2617 2631 If True, the raw and translated cell will be stored in IPython's
2618 2632 history. For user code calling back into IPython's machinery, this
2619 2633 should be set to False.
2620 2634 silent : bool
2621 2635 If True, avoid side-effects, such as implicit displayhooks and
2622 2636 and logging. silent=True forces store_history=False.
2623 2637 shell_futures : bool
2624 2638 If True, the code will share future statements with the interactive
2625 2639 shell. It will both be affected by previous __future__ imports, and
2626 2640 any __future__ imports in the code will affect the shell. If False,
2627 2641 __future__ imports are not shared in either direction.
2628 2642 """
2629 2643 if (not raw_cell) or raw_cell.isspace():
2630 2644 return
2631 2645
2632 2646 if silent:
2633 2647 store_history = False
2634 2648
2635 2649 self.input_transformer_manager.push(raw_cell)
2636 2650 cell = self.input_transformer_manager.source_reset()
2637 2651
2638 2652 # Our own compiler remembers the __future__ environment. If we want to
2639 2653 # run code with a separate __future__ environment, use the default
2640 2654 # compiler
2641 2655 compiler = self.compile if shell_futures else CachingCompiler()
2642 2656
2643 2657 with self.builtin_trap:
2644 2658 prefilter_failed = False
2645 2659 if len(cell.splitlines()) == 1:
2646 2660 try:
2647 2661 # use prefilter_lines to handle trailing newlines
2648 2662 # restore trailing newline for ast.parse
2649 2663 cell = self.prefilter_manager.prefilter_lines(cell) + '\n'
2650 2664 except AliasError as e:
2651 2665 error(e)
2652 2666 prefilter_failed = True
2653 2667 except Exception:
2654 2668 # don't allow prefilter errors to crash IPython
2655 2669 self.showtraceback()
2656 2670 prefilter_failed = True
2657 2671
2658 2672 # Store raw and processed history
2659 2673 if store_history:
2660 2674 self.history_manager.store_inputs(self.execution_count,
2661 2675 cell, raw_cell)
2662 2676 if not silent:
2663 2677 self.logger.log(cell, raw_cell)
2664 2678
2665 2679 if not prefilter_failed:
2666 2680 # don't run if prefilter failed
2667 2681 cell_name = self.compile.cache(cell, self.execution_count)
2668 2682
2669 2683 with self.display_trap:
2670 2684 try:
2671 2685 code_ast = compiler.ast_parse(cell, filename=cell_name)
2672 2686 except IndentationError:
2673 2687 self.showindentationerror()
2674 2688 if store_history:
2675 2689 self.execution_count += 1
2676 2690 return None
2677 2691 except (OverflowError, SyntaxError, ValueError, TypeError,
2678 2692 MemoryError):
2679 2693 self.showsyntaxerror()
2680 2694 if store_history:
2681 2695 self.execution_count += 1
2682 2696 return None
2683 2697
2684 2698 code_ast = self.transform_ast(code_ast)
2685 2699
2686 2700 interactivity = "none" if silent else self.ast_node_interactivity
2687 2701 self.run_ast_nodes(code_ast.body, cell_name,
2688 2702 interactivity=interactivity, compiler=compiler)
2689 2703
2690 2704 # Execute any registered post-execution functions.
2691 2705 # unless we are silent
2692 2706 post_exec = [] if silent else iteritems(self._post_execute)
2693 2707
2694 2708 for func, status in post_exec:
2695 2709 if self.disable_failing_post_execute and not status:
2696 2710 continue
2697 2711 try:
2698 2712 func()
2699 2713 except KeyboardInterrupt:
2700 2714 print("\nKeyboardInterrupt", file=io.stderr)
2701 2715 except Exception:
2702 2716 # register as failing:
2703 2717 self._post_execute[func] = False
2704 2718 self.showtraceback()
2705 2719 print('\n'.join([
2706 2720 "post-execution function %r produced an error." % func,
2707 2721 "If this problem persists, you can disable failing post-exec functions with:",
2708 2722 "",
2709 2723 " get_ipython().disable_failing_post_execute = True"
2710 2724 ]), file=io.stderr)
2711 2725
2712 2726 if store_history:
2713 2727 # Write output to the database. Does nothing unless
2714 2728 # history output logging is enabled.
2715 2729 self.history_manager.store_output(self.execution_count)
2716 2730 # Each cell is a *single* input, regardless of how many lines it has
2717 2731 self.execution_count += 1
2718 2732
2719 2733 def transform_ast(self, node):
2720 2734 """Apply the AST transformations from self.ast_transformers
2721 2735
2722 2736 Parameters
2723 2737 ----------
2724 2738 node : ast.Node
2725 2739 The root node to be transformed. Typically called with the ast.Module
2726 2740 produced by parsing user input.
2727 2741
2728 2742 Returns
2729 2743 -------
2730 2744 An ast.Node corresponding to the node it was called with. Note that it
2731 2745 may also modify the passed object, so don't rely on references to the
2732 2746 original AST.
2733 2747 """
2734 2748 for transformer in self.ast_transformers:
2735 2749 try:
2736 2750 node = transformer.visit(node)
2737 2751 except Exception:
2738 2752 warn("AST transformer %r threw an error. It will be unregistered." % transformer)
2739 2753 self.ast_transformers.remove(transformer)
2740 2754
2741 2755 if self.ast_transformers:
2742 2756 ast.fix_missing_locations(node)
2743 2757 return node
2744 2758
2745 2759
2746 2760 def run_ast_nodes(self, nodelist, cell_name, interactivity='last_expr',
2747 2761 compiler=compile):
2748 2762 """Run a sequence of AST nodes. The execution mode depends on the
2749 2763 interactivity parameter.
2750 2764
2751 2765 Parameters
2752 2766 ----------
2753 2767 nodelist : list
2754 2768 A sequence of AST nodes to run.
2755 2769 cell_name : str
2756 2770 Will be passed to the compiler as the filename of the cell. Typically
2757 2771 the value returned by ip.compile.cache(cell).
2758 2772 interactivity : str
2759 2773 'all', 'last', 'last_expr' or 'none', specifying which nodes should be
2760 2774 run interactively (displaying output from expressions). 'last_expr'
2761 2775 will run the last node interactively only if it is an expression (i.e.
2762 2776 expressions in loops or other blocks are not displayed. Other values
2763 2777 for this parameter will raise a ValueError.
2764 2778 compiler : callable
2765 2779 A function with the same interface as the built-in compile(), to turn
2766 2780 the AST nodes into code objects. Default is the built-in compile().
2767 2781 """
2768 2782 if not nodelist:
2769 2783 return
2770 2784
2771 2785 if interactivity == 'last_expr':
2772 2786 if isinstance(nodelist[-1], ast.Expr):
2773 2787 interactivity = "last"
2774 2788 else:
2775 2789 interactivity = "none"
2776 2790
2777 2791 if interactivity == 'none':
2778 2792 to_run_exec, to_run_interactive = nodelist, []
2779 2793 elif interactivity == 'last':
2780 2794 to_run_exec, to_run_interactive = nodelist[:-1], nodelist[-1:]
2781 2795 elif interactivity == 'all':
2782 2796 to_run_exec, to_run_interactive = [], nodelist
2783 2797 else:
2784 2798 raise ValueError("Interactivity was %r" % interactivity)
2785 2799
2786 2800 exec_count = self.execution_count
2787 2801
2788 2802 try:
2789 2803 for i, node in enumerate(to_run_exec):
2790 2804 mod = ast.Module([node])
2791 2805 code = compiler(mod, cell_name, "exec")
2792 2806 if self.run_code(code):
2793 2807 return True
2794 2808
2795 2809 for i, node in enumerate(to_run_interactive):
2796 2810 mod = ast.Interactive([node])
2797 2811 code = compiler(mod, cell_name, "single")
2798 2812 if self.run_code(code):
2799 2813 return True
2800 2814
2801 2815 # Flush softspace
2802 2816 if softspace(sys.stdout, 0):
2803 2817 print()
2804 2818
2805 2819 except:
2806 2820 # It's possible to have exceptions raised here, typically by
2807 2821 # compilation of odd code (such as a naked 'return' outside a
2808 2822 # function) that did parse but isn't valid. Typically the exception
2809 2823 # is a SyntaxError, but it's safest just to catch anything and show
2810 2824 # the user a traceback.
2811 2825
2812 2826 # We do only one try/except outside the loop to minimize the impact
2813 2827 # on runtime, and also because if any node in the node list is
2814 2828 # broken, we should stop execution completely.
2815 2829 self.showtraceback()
2816 2830
2817 2831 return False
2818 2832
2819 2833 def run_code(self, code_obj):
2820 2834 """Execute a code object.
2821 2835
2822 2836 When an exception occurs, self.showtraceback() is called to display a
2823 2837 traceback.
2824 2838
2825 2839 Parameters
2826 2840 ----------
2827 2841 code_obj : code object
2828 2842 A compiled code object, to be executed
2829 2843
2830 2844 Returns
2831 2845 -------
2832 2846 False : successful execution.
2833 2847 True : an error occurred.
2834 2848 """
2835 2849
2836 2850 # Set our own excepthook in case the user code tries to call it
2837 2851 # directly, so that the IPython crash handler doesn't get triggered
2838 2852 old_excepthook,sys.excepthook = sys.excepthook, self.excepthook
2839 2853
2840 2854 # we save the original sys.excepthook in the instance, in case config
2841 2855 # code (such as magics) needs access to it.
2842 2856 self.sys_excepthook = old_excepthook
2843 2857 outflag = 1 # happens in more places, so it's easier as default
2844 2858 try:
2845 2859 try:
2846 2860 self.hooks.pre_run_code_hook()
2847 2861 #rprint('Running code', repr(code_obj)) # dbg
2848 2862 exec(code_obj, self.user_global_ns, self.user_ns)
2849 2863 finally:
2850 2864 # Reset our crash handler in place
2851 2865 sys.excepthook = old_excepthook
2852 2866 except SystemExit:
2853 2867 self.showtraceback(exception_only=True)
2854 2868 warn("To exit: use 'exit', 'quit', or Ctrl-D.", level=1)
2855 2869 except self.custom_exceptions:
2856 2870 etype,value,tb = sys.exc_info()
2857 2871 self.CustomTB(etype,value,tb)
2858 2872 except:
2859 2873 self.showtraceback()
2860 2874 else:
2861 2875 outflag = 0
2862 2876 return outflag
2863 2877
2864 2878 # For backwards compatibility
2865 2879 runcode = run_code
2866 2880
2867 2881 #-------------------------------------------------------------------------
2868 2882 # Things related to GUI support and pylab
2869 2883 #-------------------------------------------------------------------------
2870 2884
2871 2885 def enable_gui(self, gui=None):
2872 2886 raise NotImplementedError('Implement enable_gui in a subclass')
2873 2887
2874 2888 def enable_matplotlib(self, gui=None):
2875 2889 """Enable interactive matplotlib and inline figure support.
2876 2890
2877 2891 This takes the following steps:
2878 2892
2879 2893 1. select the appropriate eventloop and matplotlib backend
2880 2894 2. set up matplotlib for interactive use with that backend
2881 2895 3. configure formatters for inline figure display
2882 2896 4. enable the selected gui eventloop
2883 2897
2884 2898 Parameters
2885 2899 ----------
2886 2900 gui : optional, string
2887 2901 If given, dictates the choice of matplotlib GUI backend to use
2888 2902 (should be one of IPython's supported backends, 'qt', 'osx', 'tk',
2889 2903 'gtk', 'wx' or 'inline'), otherwise we use the default chosen by
2890 2904 matplotlib (as dictated by the matplotlib build-time options plus the
2891 2905 user's matplotlibrc configuration file). Note that not all backends
2892 2906 make sense in all contexts, for example a terminal ipython can't
2893 2907 display figures inline.
2894 2908 """
2895 2909 from IPython.core import pylabtools as pt
2896 2910 gui, backend = pt.find_gui_and_backend(gui, self.pylab_gui_select)
2897 2911
2898 2912 if gui != 'inline':
2899 2913 # If we have our first gui selection, store it
2900 2914 if self.pylab_gui_select is None:
2901 2915 self.pylab_gui_select = gui
2902 2916 # Otherwise if they are different
2903 2917 elif gui != self.pylab_gui_select:
2904 2918 print ('Warning: Cannot change to a different GUI toolkit: %s.'
2905 2919 ' Using %s instead.' % (gui, self.pylab_gui_select))
2906 2920 gui, backend = pt.find_gui_and_backend(self.pylab_gui_select)
2907 2921
2908 2922 pt.activate_matplotlib(backend)
2909 2923 pt.configure_inline_support(self, backend)
2910 2924
2911 2925 # Now we must activate the gui pylab wants to use, and fix %run to take
2912 2926 # plot updates into account
2913 2927 self.enable_gui(gui)
2914 2928 self.magics_manager.registry['ExecutionMagics'].default_runner = \
2915 2929 pt.mpl_runner(self.safe_execfile)
2916 2930
2917 2931 return gui, backend
2918 2932
2919 2933 def enable_pylab(self, gui=None, import_all=True, welcome_message=False):
2920 2934 """Activate pylab support at runtime.
2921 2935
2922 2936 This turns on support for matplotlib, preloads into the interactive
2923 2937 namespace all of numpy and pylab, and configures IPython to correctly
2924 2938 interact with the GUI event loop. The GUI backend to be used can be
2925 2939 optionally selected with the optional ``gui`` argument.
2926 2940
2927 2941 This method only adds preloading the namespace to InteractiveShell.enable_matplotlib.
2928 2942
2929 2943 Parameters
2930 2944 ----------
2931 2945 gui : optional, string
2932 2946 If given, dictates the choice of matplotlib GUI backend to use
2933 2947 (should be one of IPython's supported backends, 'qt', 'osx', 'tk',
2934 2948 'gtk', 'wx' or 'inline'), otherwise we use the default chosen by
2935 2949 matplotlib (as dictated by the matplotlib build-time options plus the
2936 2950 user's matplotlibrc configuration file). Note that not all backends
2937 2951 make sense in all contexts, for example a terminal ipython can't
2938 2952 display figures inline.
2939 2953 import_all : optional, bool, default: True
2940 2954 Whether to do `from numpy import *` and `from pylab import *`
2941 2955 in addition to module imports.
2942 2956 welcome_message : deprecated
2943 2957 This argument is ignored, no welcome message will be displayed.
2944 2958 """
2945 2959 from IPython.core.pylabtools import import_pylab
2946 2960
2947 2961 gui, backend = self.enable_matplotlib(gui)
2948 2962
2949 2963 # We want to prevent the loading of pylab to pollute the user's
2950 2964 # namespace as shown by the %who* magics, so we execute the activation
2951 2965 # code in an empty namespace, and we update *both* user_ns and
2952 2966 # user_ns_hidden with this information.
2953 2967 ns = {}
2954 2968 import_pylab(ns, import_all)
2955 2969 # warn about clobbered names
2956 2970 ignored = set(["__builtins__"])
2957 2971 both = set(ns).intersection(self.user_ns).difference(ignored)
2958 2972 clobbered = [ name for name in both if self.user_ns[name] is not ns[name] ]
2959 2973 self.user_ns.update(ns)
2960 2974 self.user_ns_hidden.update(ns)
2961 2975 return gui, backend, clobbered
2962 2976
2963 2977 #-------------------------------------------------------------------------
2964 2978 # Utilities
2965 2979 #-------------------------------------------------------------------------
2966 2980
2967 2981 def var_expand(self, cmd, depth=0, formatter=DollarFormatter()):
2968 2982 """Expand python variables in a string.
2969 2983
2970 2984 The depth argument indicates how many frames above the caller should
2971 2985 be walked to look for the local namespace where to expand variables.
2972 2986
2973 2987 The global namespace for expansion is always the user's interactive
2974 2988 namespace.
2975 2989 """
2976 2990 ns = self.user_ns.copy()
2977 2991 ns.update(sys._getframe(depth+1).f_locals)
2978 2992 try:
2979 2993 # We have to use .vformat() here, because 'self' is a valid and common
2980 2994 # name, and expanding **ns for .format() would make it collide with
2981 2995 # the 'self' argument of the method.
2982 2996 cmd = formatter.vformat(cmd, args=[], kwargs=ns)
2983 2997 except Exception:
2984 2998 # if formatter couldn't format, just let it go untransformed
2985 2999 pass
2986 3000 return cmd
2987 3001
2988 3002 def mktempfile(self, data=None, prefix='ipython_edit_'):
2989 3003 """Make a new tempfile and return its filename.
2990 3004
2991 3005 This makes a call to tempfile.mktemp, but it registers the created
2992 3006 filename internally so ipython cleans it up at exit time.
2993 3007
2994 3008 Optional inputs:
2995 3009
2996 3010 - data(None): if data is given, it gets written out to the temp file
2997 3011 immediately, and the file is closed again."""
2998 3012
2999 3013 filename = tempfile.mktemp('.py', prefix)
3000 3014 self.tempfiles.append(filename)
3001 3015
3002 3016 if data:
3003 3017 tmp_file = open(filename,'w')
3004 3018 tmp_file.write(data)
3005 3019 tmp_file.close()
3006 3020 return filename
3007 3021
3008 3022 # TODO: This should be removed when Term is refactored.
3009 3023 def write(self,data):
3010 3024 """Write a string to the default output"""
3011 3025 io.stdout.write(data)
3012 3026
3013 3027 # TODO: This should be removed when Term is refactored.
3014 3028 def write_err(self,data):
3015 3029 """Write a string to the default error output"""
3016 3030 io.stderr.write(data)
3017 3031
3018 3032 def ask_yes_no(self, prompt, default=None):
3019 3033 if self.quiet:
3020 3034 return True
3021 3035 return ask_yes_no(prompt,default)
3022 3036
3023 3037 def show_usage(self):
3024 3038 """Show a usage message"""
3025 3039 page.page(IPython.core.usage.interactive_usage)
3026 3040
3027 3041 def extract_input_lines(self, range_str, raw=False):
3028 3042 """Return as a string a set of input history slices.
3029 3043
3030 3044 Parameters
3031 3045 ----------
3032 3046 range_str : string
3033 3047 The set of slices is given as a string, like "~5/6-~4/2 4:8 9",
3034 3048 since this function is for use by magic functions which get their
3035 3049 arguments as strings. The number before the / is the session
3036 3050 number: ~n goes n back from the current session.
3037 3051
3038 3052 Optional Parameters:
3039 3053 - raw(False): by default, the processed input is used. If this is
3040 3054 true, the raw input history is used instead.
3041 3055
3042 3056 Note that slices can be called with two notations:
3043 3057
3044 3058 N:M -> standard python form, means including items N...(M-1).
3045 3059
3046 3060 N-M -> include items N..M (closed endpoint).
3047 3061 """
3048 3062 lines = self.history_manager.get_range_by_str(range_str, raw=raw)
3049 3063 return "\n".join(x for _, _, x in lines)
3050 3064
3051 3065 def find_user_code(self, target, raw=True, py_only=False, skip_encoding_cookie=True):
3052 3066 """Get a code string from history, file, url, or a string or macro.
3053 3067
3054 3068 This is mainly used by magic functions.
3055 3069
3056 3070 Parameters
3057 3071 ----------
3058 3072
3059 3073 target : str
3060 3074
3061 3075 A string specifying code to retrieve. This will be tried respectively
3062 3076 as: ranges of input history (see %history for syntax), url,
3063 3077 correspnding .py file, filename, or an expression evaluating to a
3064 3078 string or Macro in the user namespace.
3065 3079
3066 3080 raw : bool
3067 3081 If true (default), retrieve raw history. Has no effect on the other
3068 3082 retrieval mechanisms.
3069 3083
3070 3084 py_only : bool (default False)
3071 3085 Only try to fetch python code, do not try alternative methods to decode file
3072 3086 if unicode fails.
3073 3087
3074 3088 Returns
3075 3089 -------
3076 3090 A string of code.
3077 3091
3078 3092 ValueError is raised if nothing is found, and TypeError if it evaluates
3079 3093 to an object of another type. In each case, .args[0] is a printable
3080 3094 message.
3081 3095 """
3082 3096 code = self.extract_input_lines(target, raw=raw) # Grab history
3083 3097 if code:
3084 3098 return code
3085 3099 utarget = unquote_filename(target)
3086 3100 try:
3087 3101 if utarget.startswith(('http://', 'https://')):
3088 3102 return openpy.read_py_url(utarget, skip_encoding_cookie=skip_encoding_cookie)
3089 3103 except UnicodeDecodeError:
3090 3104 if not py_only :
3091 3105 from urllib import urlopen # Deferred import
3092 3106 response = urlopen(target)
3093 3107 return response.read().decode('latin1')
3094 3108 raise ValueError(("'%s' seem to be unreadable.") % utarget)
3095 3109
3096 3110 potential_target = [target]
3097 3111 try :
3098 3112 potential_target.insert(0,get_py_filename(target))
3099 3113 except IOError:
3100 3114 pass
3101 3115
3102 3116 for tgt in potential_target :
3103 3117 if os.path.isfile(tgt): # Read file
3104 3118 try :
3105 3119 return openpy.read_py_file(tgt, skip_encoding_cookie=skip_encoding_cookie)
3106 3120 except UnicodeDecodeError :
3107 3121 if not py_only :
3108 3122 with io_open(tgt,'r', encoding='latin1') as f :
3109 3123 return f.read()
3110 3124 raise ValueError(("'%s' seem to be unreadable.") % target)
3111 3125 elif os.path.isdir(os.path.expanduser(tgt)):
3112 3126 raise ValueError("'%s' is a directory, not a regular file." % target)
3113 3127
3114 3128 try: # User namespace
3115 3129 codeobj = eval(target, self.user_ns)
3116 3130 except Exception:
3117 3131 raise ValueError(("'%s' was not found in history, as a file, url, "
3118 3132 "nor in the user namespace.") % target)
3119 3133 if isinstance(codeobj, string_types):
3120 3134 return codeobj
3121 3135 elif isinstance(codeobj, Macro):
3122 3136 return codeobj.value
3123 3137
3124 3138 raise TypeError("%s is neither a string nor a macro." % target,
3125 3139 codeobj)
3126 3140
3127 3141 #-------------------------------------------------------------------------
3128 3142 # Things related to IPython exiting
3129 3143 #-------------------------------------------------------------------------
3130 3144 def atexit_operations(self):
3131 3145 """This will be executed at the time of exit.
3132 3146
3133 3147 Cleanup operations and saving of persistent data that is done
3134 3148 unconditionally by IPython should be performed here.
3135 3149
3136 3150 For things that may depend on startup flags or platform specifics (such
3137 3151 as having readline or not), register a separate atexit function in the
3138 3152 code that has the appropriate information, rather than trying to
3139 3153 clutter
3140 3154 """
3141 3155 # Close the history session (this stores the end time and line count)
3142 3156 # this must be *before* the tempfile cleanup, in case of temporary
3143 3157 # history db
3144 3158 self.history_manager.end_session()
3145 3159
3146 3160 # Cleanup all tempfiles left around
3147 3161 for tfile in self.tempfiles:
3148 3162 try:
3149 3163 os.unlink(tfile)
3150 3164 except OSError:
3151 3165 pass
3152 3166
3153 3167 # Clear all user namespaces to release all references cleanly.
3154 3168 self.reset(new_session=False)
3155 3169
3156 3170 # Run user hooks
3157 3171 self.hooks.shutdown_hook()
3158 3172
3159 3173 def cleanup(self):
3160 3174 self.restore_sys_module_state()
3161 3175
3162 3176
3163 3177 class InteractiveShellABC(with_metaclass(abc.ABCMeta, object)):
3164 3178 """An abstract base class for InteractiveShell."""
3165 3179
3166 3180 InteractiveShellABC.register(InteractiveShell)
@@ -1,1314 +1,1314 b''
1 1 # -*- coding: utf-8 -*-
2 2 """Implementation of execution-related magic functions.
3 3 """
4 4 from __future__ import print_function
5 5 #-----------------------------------------------------------------------------
6 6 # Copyright (c) 2012 The IPython Development Team.
7 7 #
8 8 # Distributed under the terms of the Modified BSD License.
9 9 #
10 10 # The full license is in the file COPYING.txt, distributed with this software.
11 11 #-----------------------------------------------------------------------------
12 12
13 13 #-----------------------------------------------------------------------------
14 14 # Imports
15 15 #-----------------------------------------------------------------------------
16 16
17 17 # Stdlib
18 18 import ast
19 19 import bdb
20 20 import os
21 21 import sys
22 22 import time
23 23 from pdb import Restart
24 24
25 25 # cProfile was added in Python2.5
26 26 try:
27 27 import cProfile as profile
28 28 import pstats
29 29 except ImportError:
30 30 # profile isn't bundled by default in Debian for license reasons
31 31 try:
32 32 import profile, pstats
33 33 except ImportError:
34 34 profile = pstats = None
35 35
36 36 # Our own packages
37 37 from IPython.core import debugger, oinspect
38 38 from IPython.core import magic_arguments
39 39 from IPython.core import page
40 40 from IPython.core.error import UsageError
41 41 from IPython.core.macro import Macro
42 42 from IPython.core.magic import (Magics, magics_class, line_magic, cell_magic,
43 43 line_cell_magic, on_off, needs_local_scope)
44 44 from IPython.testing.skipdoctest import skip_doctest
45 45 from IPython.utils import py3compat
46 46 from IPython.utils.py3compat import builtin_mod, iteritems, PY3
47 47 from IPython.utils.contexts import preserve_keys
48 48 from IPython.utils.io import capture_output
49 49 from IPython.utils.ipstruct import Struct
50 50 from IPython.utils.module_paths import find_mod
51 51 from IPython.utils.path import get_py_filename, unquote_filename, shellglob
52 52 from IPython.utils.timing import clock, clock2
53 53 from IPython.utils.warn import warn, error
54 54
55 55 if PY3:
56 56 from io import StringIO
57 57 else:
58 58 from StringIO import StringIO
59 59
60 60 #-----------------------------------------------------------------------------
61 61 # Magic implementation classes
62 62 #-----------------------------------------------------------------------------
63 63
64 64
65 65 class TimeitResult(object):
66 66 """
67 67 Object returned by the timeit magic with info about the run.
68 68
69 69 Contain the following attributes :
70 70
71 71 loops: (int) number of loop done per measurement
72 72 repeat: (int) number of time the mesurement has been repeated
73 73 best: (float) best execusion time / number
74 74 all_runs: (list of float) execusion time of each run (in s)
75 75 compile_time: (float) time of statement compilation (s)
76 76
77 77 """
78 78
79 79 def __init__(self, loops, repeat, best, all_runs, compile_time, precision):
80 80 self.loops = loops
81 81 self.repeat = repeat
82 82 self.best = best
83 83 self.all_runs = all_runs
84 84 self.compile_time = compile_time
85 85 self._precision = precision
86 86
87 87 def _repr_pretty_(self, p , cycle):
88 88 unic = u"%d loops, best of %d: %s per loop" % (self.loops, self.repeat,
89 89 _format_time(self.best, self._precision))
90 90 p.text(u'<TimeitResult : '+unic+u'>')
91 91
92 92
93 93 class TimeitTemplateFiller(ast.NodeTransformer):
94 94 """Fill in the AST template for timing execution.
95 95
96 96 This is quite closely tied to the template definition, which is in
97 97 :meth:`ExecutionMagics.timeit`.
98 98 """
99 99 def __init__(self, ast_setup, ast_stmt):
100 100 self.ast_setup = ast_setup
101 101 self.ast_stmt = ast_stmt
102 102
103 103 def visit_FunctionDef(self, node):
104 104 "Fill in the setup statement"
105 105 self.generic_visit(node)
106 106 if node.name == "inner":
107 107 node.body[:1] = self.ast_setup.body
108 108
109 109 return node
110 110
111 111 def visit_For(self, node):
112 112 "Fill in the statement to be timed"
113 113 if getattr(getattr(node.body[0], 'value', None), 'id', None) == 'stmt':
114 114 node.body = self.ast_stmt.body
115 115 return node
116 116
117 117
118 118 @magics_class
119 119 class ExecutionMagics(Magics):
120 120 """Magics related to code execution, debugging, profiling, etc.
121 121
122 122 """
123 123
124 124 def __init__(self, shell):
125 125 super(ExecutionMagics, self).__init__(shell)
126 126 if profile is None:
127 127 self.prun = self.profile_missing_notice
128 128 # Default execution function used to actually run user code.
129 129 self.default_runner = None
130 130
131 131 def profile_missing_notice(self, *args, **kwargs):
132 132 error("""\
133 133 The profile module could not be found. It has been removed from the standard
134 134 python packages because of its non-free license. To use profiling, install the
135 135 python-profiler package from non-free.""")
136 136
137 137 @skip_doctest
138 138 @line_cell_magic
139 139 def prun(self, parameter_s='', cell=None):
140 140
141 141 """Run a statement through the python code profiler.
142 142
143 143 Usage, in line mode:
144 144 %prun [options] statement
145 145
146 146 Usage, in cell mode:
147 147 %%prun [options] [statement]
148 148 code...
149 149 code...
150 150
151 151 In cell mode, the additional code lines are appended to the (possibly
152 152 empty) statement in the first line. Cell mode allows you to easily
153 153 profile multiline blocks without having to put them in a separate
154 154 function.
155 155
156 156 The given statement (which doesn't require quote marks) is run via the
157 157 python profiler in a manner similar to the profile.run() function.
158 158 Namespaces are internally managed to work correctly; profile.run
159 159 cannot be used in IPython because it makes certain assumptions about
160 160 namespaces which do not hold under IPython.
161 161
162 162 Options:
163 163
164 164 -l <limit>
165 165 you can place restrictions on what or how much of the
166 166 profile gets printed. The limit value can be:
167 167
168 168 * A string: only information for function names containing this string
169 169 is printed.
170 170
171 171 * An integer: only these many lines are printed.
172 172
173 173 * A float (between 0 and 1): this fraction of the report is printed
174 174 (for example, use a limit of 0.4 to see the topmost 40% only).
175 175
176 176 You can combine several limits with repeated use of the option. For
177 177 example, ``-l __init__ -l 5`` will print only the topmost 5 lines of
178 178 information about class constructors.
179 179
180 180 -r
181 181 return the pstats.Stats object generated by the profiling. This
182 182 object has all the information about the profile in it, and you can
183 183 later use it for further analysis or in other functions.
184 184
185 185 -s <key>
186 186 sort profile by given key. You can provide more than one key
187 187 by using the option several times: '-s key1 -s key2 -s key3...'. The
188 188 default sorting key is 'time'.
189 189
190 190 The following is copied verbatim from the profile documentation
191 191 referenced below:
192 192
193 193 When more than one key is provided, additional keys are used as
194 194 secondary criteria when the there is equality in all keys selected
195 195 before them.
196 196
197 197 Abbreviations can be used for any key names, as long as the
198 198 abbreviation is unambiguous. The following are the keys currently
199 199 defined:
200 200
201 201 ============ =====================
202 202 Valid Arg Meaning
203 203 ============ =====================
204 204 "calls" call count
205 205 "cumulative" cumulative time
206 206 "file" file name
207 207 "module" file name
208 208 "pcalls" primitive call count
209 209 "line" line number
210 210 "name" function name
211 211 "nfl" name/file/line
212 212 "stdname" standard name
213 213 "time" internal time
214 214 ============ =====================
215 215
216 216 Note that all sorts on statistics are in descending order (placing
217 217 most time consuming items first), where as name, file, and line number
218 218 searches are in ascending order (i.e., alphabetical). The subtle
219 219 distinction between "nfl" and "stdname" is that the standard name is a
220 220 sort of the name as printed, which means that the embedded line
221 221 numbers get compared in an odd way. For example, lines 3, 20, and 40
222 222 would (if the file names were the same) appear in the string order
223 223 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
224 224 line numbers. In fact, sort_stats("nfl") is the same as
225 225 sort_stats("name", "file", "line").
226 226
227 227 -T <filename>
228 228 save profile results as shown on screen to a text
229 229 file. The profile is still shown on screen.
230 230
231 231 -D <filename>
232 232 save (via dump_stats) profile statistics to given
233 233 filename. This data is in a format understood by the pstats module, and
234 234 is generated by a call to the dump_stats() method of profile
235 235 objects. The profile is still shown on screen.
236 236
237 237 -q
238 238 suppress output to the pager. Best used with -T and/or -D above.
239 239
240 240 If you want to run complete programs under the profiler's control, use
241 241 ``%run -p [prof_opts] filename.py [args to program]`` where prof_opts
242 242 contains profiler specific options as described here.
243 243
244 244 You can read the complete documentation for the profile module with::
245 245
246 246 In [1]: import profile; profile.help()
247 247 """
248 248 opts, arg_str = self.parse_options(parameter_s, 'D:l:rs:T:q',
249 249 list_all=True, posix=False)
250 250 if cell is not None:
251 251 arg_str += '\n' + cell
252 252 arg_str = self.shell.input_splitter.transform_cell(arg_str)
253 253 return self._run_with_profiler(arg_str, opts, self.shell.user_ns)
254 254
255 255 def _run_with_profiler(self, code, opts, namespace):
256 256 """
257 257 Run `code` with profiler. Used by ``%prun`` and ``%run -p``.
258 258
259 259 Parameters
260 260 ----------
261 261 code : str
262 262 Code to be executed.
263 263 opts : Struct
264 264 Options parsed by `self.parse_options`.
265 265 namespace : dict
266 266 A dictionary for Python namespace (e.g., `self.shell.user_ns`).
267 267
268 268 """
269 269
270 270 # Fill default values for unspecified options:
271 271 opts.merge(Struct(D=[''], l=[], s=['time'], T=['']))
272 272
273 273 prof = profile.Profile()
274 274 try:
275 275 prof = prof.runctx(code, namespace, namespace)
276 276 sys_exit = ''
277 277 except SystemExit:
278 278 sys_exit = """*** SystemExit exception caught in code being profiled."""
279 279
280 280 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
281 281
282 282 lims = opts.l
283 283 if lims:
284 284 lims = [] # rebuild lims with ints/floats/strings
285 285 for lim in opts.l:
286 286 try:
287 287 lims.append(int(lim))
288 288 except ValueError:
289 289 try:
290 290 lims.append(float(lim))
291 291 except ValueError:
292 292 lims.append(lim)
293 293
294 294 # Trap output.
295 295 stdout_trap = StringIO()
296 296 stats_stream = stats.stream
297 297 try:
298 298 stats.stream = stdout_trap
299 299 stats.print_stats(*lims)
300 300 finally:
301 301 stats.stream = stats_stream
302 302
303 303 output = stdout_trap.getvalue()
304 304 output = output.rstrip()
305 305
306 306 if 'q' not in opts:
307 307 page.page(output)
308 308 print(sys_exit, end=' ')
309 309
310 310 dump_file = opts.D[0]
311 311 text_file = opts.T[0]
312 312 if dump_file:
313 313 dump_file = unquote_filename(dump_file)
314 314 prof.dump_stats(dump_file)
315 315 print('\n*** Profile stats marshalled to file',\
316 316 repr(dump_file)+'.',sys_exit)
317 317 if text_file:
318 318 text_file = unquote_filename(text_file)
319 319 pfile = open(text_file,'w')
320 320 pfile.write(output)
321 321 pfile.close()
322 322 print('\n*** Profile printout saved to text file',\
323 323 repr(text_file)+'.',sys_exit)
324 324
325 325 if 'r' in opts:
326 326 return stats
327 327 else:
328 328 return None
329 329
330 330 @line_magic
331 331 def pdb(self, parameter_s=''):
332 332 """Control the automatic calling of the pdb interactive debugger.
333 333
334 334 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
335 335 argument it works as a toggle.
336 336
337 337 When an exception is triggered, IPython can optionally call the
338 338 interactive pdb debugger after the traceback printout. %pdb toggles
339 339 this feature on and off.
340 340
341 341 The initial state of this feature is set in your configuration
342 342 file (the option is ``InteractiveShell.pdb``).
343 343
344 344 If you want to just activate the debugger AFTER an exception has fired,
345 345 without having to type '%pdb on' and rerunning your code, you can use
346 346 the %debug magic."""
347 347
348 348 par = parameter_s.strip().lower()
349 349
350 350 if par:
351 351 try:
352 352 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
353 353 except KeyError:
354 354 print ('Incorrect argument. Use on/1, off/0, '
355 355 'or nothing for a toggle.')
356 356 return
357 357 else:
358 358 # toggle
359 359 new_pdb = not self.shell.call_pdb
360 360
361 361 # set on the shell
362 362 self.shell.call_pdb = new_pdb
363 363 print('Automatic pdb calling has been turned',on_off(new_pdb))
364 364
365 365 @skip_doctest
366 366 @magic_arguments.magic_arguments()
367 367 @magic_arguments.argument('--breakpoint', '-b', metavar='FILE:LINE',
368 368 help="""
369 369 Set break point at LINE in FILE.
370 370 """
371 371 )
372 372 @magic_arguments.argument('statement', nargs='*',
373 373 help="""
374 374 Code to run in debugger.
375 375 You can omit this in cell magic mode.
376 376 """
377 377 )
378 378 @line_cell_magic
379 379 def debug(self, line='', cell=None):
380 380 """Activate the interactive debugger.
381 381
382 382 This magic command support two ways of activating debugger.
383 383 One is to activate debugger before executing code. This way, you
384 384 can set a break point, to step through the code from the point.
385 385 You can use this mode by giving statements to execute and optionally
386 386 a breakpoint.
387 387
388 388 The other one is to activate debugger in post-mortem mode. You can
389 389 activate this mode simply running %debug without any argument.
390 390 If an exception has just occurred, this lets you inspect its stack
391 391 frames interactively. Note that this will always work only on the last
392 392 traceback that occurred, so you must call this quickly after an
393 393 exception that you wish to inspect has fired, because if another one
394 394 occurs, it clobbers the previous one.
395 395
396 396 If you want IPython to automatically do this on every exception, see
397 397 the %pdb magic for more details.
398 398 """
399 399 args = magic_arguments.parse_argstring(self.debug, line)
400 400
401 401 if not (args.breakpoint or args.statement or cell):
402 402 self._debug_post_mortem()
403 403 else:
404 404 code = "\n".join(args.statement)
405 405 if cell:
406 406 code += "\n" + cell
407 407 self._debug_exec(code, args.breakpoint)
408 408
409 409 def _debug_post_mortem(self):
410 410 self.shell.debugger(force=True)
411 411
412 412 def _debug_exec(self, code, breakpoint):
413 413 if breakpoint:
414 414 (filename, bp_line) = breakpoint.split(':', 1)
415 415 bp_line = int(bp_line)
416 416 else:
417 417 (filename, bp_line) = (None, None)
418 418 self._run_with_debugger(code, self.shell.user_ns, filename, bp_line)
419 419
420 420 @line_magic
421 421 def tb(self, s):
422 422 """Print the last traceback with the currently active exception mode.
423 423
424 424 See %xmode for changing exception reporting modes."""
425 425 self.shell.showtraceback()
426 426
427 427 @skip_doctest
428 428 @line_magic
429 429 def run(self, parameter_s='', runner=None,
430 430 file_finder=get_py_filename):
431 431 """Run the named file inside IPython as a program.
432 432
433 433 Usage::
434 434
435 435 %run [-n -i -e -G]
436 436 [( -t [-N<N>] | -d [-b<N>] | -p [profile options] )]
437 437 ( -m mod | file ) [args]
438 438
439 439 Parameters after the filename are passed as command-line arguments to
440 440 the program (put in sys.argv). Then, control returns to IPython's
441 441 prompt.
442 442
443 443 This is similar to running at a system prompt ``python file args``,
444 444 but with the advantage of giving you IPython's tracebacks, and of
445 445 loading all variables into your interactive namespace for further use
446 446 (unless -p is used, see below).
447 447
448 448 The file is executed in a namespace initially consisting only of
449 449 ``__name__=='__main__'`` and sys.argv constructed as indicated. It thus
450 450 sees its environment as if it were being run as a stand-alone program
451 451 (except for sharing global objects such as previously imported
452 452 modules). But after execution, the IPython interactive namespace gets
453 453 updated with all variables defined in the program (except for __name__
454 454 and sys.argv). This allows for very convenient loading of code for
455 455 interactive work, while giving each program a 'clean sheet' to run in.
456 456
457 457 Arguments are expanded using shell-like glob match. Patterns
458 458 '*', '?', '[seq]' and '[!seq]' can be used. Additionally,
459 459 tilde '~' will be expanded into user's home directory. Unlike
460 460 real shells, quotation does not suppress expansions. Use
461 461 *two* back slashes (e.g. ``\\\\*``) to suppress expansions.
462 462 To completely disable these expansions, you can use -G flag.
463 463
464 464 Options:
465 465
466 466 -n
467 467 __name__ is NOT set to '__main__', but to the running file's name
468 468 without extension (as python does under import). This allows running
469 469 scripts and reloading the definitions in them without calling code
470 470 protected by an ``if __name__ == "__main__"`` clause.
471 471
472 472 -i
473 473 run the file in IPython's namespace instead of an empty one. This
474 474 is useful if you are experimenting with code written in a text editor
475 475 which depends on variables defined interactively.
476 476
477 477 -e
478 478 ignore sys.exit() calls or SystemExit exceptions in the script
479 479 being run. This is particularly useful if IPython is being used to
480 480 run unittests, which always exit with a sys.exit() call. In such
481 481 cases you are interested in the output of the test results, not in
482 482 seeing a traceback of the unittest module.
483 483
484 484 -t
485 485 print timing information at the end of the run. IPython will give
486 486 you an estimated CPU time consumption for your script, which under
487 487 Unix uses the resource module to avoid the wraparound problems of
488 488 time.clock(). Under Unix, an estimate of time spent on system tasks
489 489 is also given (for Windows platforms this is reported as 0.0).
490 490
491 491 If -t is given, an additional ``-N<N>`` option can be given, where <N>
492 492 must be an integer indicating how many times you want the script to
493 493 run. The final timing report will include total and per run results.
494 494
495 495 For example (testing the script uniq_stable.py)::
496 496
497 497 In [1]: run -t uniq_stable
498 498
499 499 IPython CPU timings (estimated):
500 500 User : 0.19597 s.
501 501 System: 0.0 s.
502 502
503 503 In [2]: run -t -N5 uniq_stable
504 504
505 505 IPython CPU timings (estimated):
506 506 Total runs performed: 5
507 507 Times : Total Per run
508 508 User : 0.910862 s, 0.1821724 s.
509 509 System: 0.0 s, 0.0 s.
510 510
511 511 -d
512 512 run your program under the control of pdb, the Python debugger.
513 513 This allows you to execute your program step by step, watch variables,
514 514 etc. Internally, what IPython does is similar to calling::
515 515
516 516 pdb.run('execfile("YOURFILENAME")')
517 517
518 518 with a breakpoint set on line 1 of your file. You can change the line
519 519 number for this automatic breakpoint to be <N> by using the -bN option
520 520 (where N must be an integer). For example::
521 521
522 522 %run -d -b40 myscript
523 523
524 524 will set the first breakpoint at line 40 in myscript.py. Note that
525 525 the first breakpoint must be set on a line which actually does
526 526 something (not a comment or docstring) for it to stop execution.
527 527
528 528 Or you can specify a breakpoint in a different file::
529 529
530 530 %run -d -b myotherfile.py:20 myscript
531 531
532 532 When the pdb debugger starts, you will see a (Pdb) prompt. You must
533 533 first enter 'c' (without quotes) to start execution up to the first
534 534 breakpoint.
535 535
536 536 Entering 'help' gives information about the use of the debugger. You
537 537 can easily see pdb's full documentation with "import pdb;pdb.help()"
538 538 at a prompt.
539 539
540 540 -p
541 541 run program under the control of the Python profiler module (which
542 542 prints a detailed report of execution times, function calls, etc).
543 543
544 544 You can pass other options after -p which affect the behavior of the
545 545 profiler itself. See the docs for %prun for details.
546 546
547 547 In this mode, the program's variables do NOT propagate back to the
548 548 IPython interactive namespace (because they remain in the namespace
549 549 where the profiler executes them).
550 550
551 551 Internally this triggers a call to %prun, see its documentation for
552 552 details on the options available specifically for profiling.
553 553
554 554 There is one special usage for which the text above doesn't apply:
555 if the filename ends with .ipy, the file is run as ipython script,
555 if the filename ends with .ipy[nb], the file is run as ipython script,
556 556 just as if the commands were written on IPython prompt.
557 557
558 558 -m
559 559 specify module name to load instead of script path. Similar to
560 560 the -m option for the python interpreter. Use this option last if you
561 561 want to combine with other %run options. Unlike the python interpreter
562 562 only source modules are allowed no .pyc or .pyo files.
563 563 For example::
564 564
565 565 %run -m example
566 566
567 567 will run the example module.
568 568
569 569 -G
570 570 disable shell-like glob expansion of arguments.
571 571
572 572 """
573 573
574 574 # get arguments and set sys.argv for program to be run.
575 575 opts, arg_lst = self.parse_options(parameter_s,
576 576 'nidtN:b:pD:l:rs:T:em:G',
577 577 mode='list', list_all=1)
578 578 if "m" in opts:
579 579 modulename = opts["m"][0]
580 580 modpath = find_mod(modulename)
581 581 if modpath is None:
582 582 warn('%r is not a valid modulename on sys.path'%modulename)
583 583 return
584 584 arg_lst = [modpath] + arg_lst
585 585 try:
586 586 filename = file_finder(arg_lst[0])
587 587 except IndexError:
588 588 warn('you must provide at least a filename.')
589 589 print('\n%run:\n', oinspect.getdoc(self.run))
590 590 return
591 591 except IOError as e:
592 592 try:
593 593 msg = str(e)
594 594 except UnicodeError:
595 595 msg = e.message
596 596 error(msg)
597 597 return
598 598
599 if filename.lower().endswith('.ipy'):
599 if filename.lower().endswith(('.ipy', '.ipynb')):
600 600 with preserve_keys(self.shell.user_ns, '__file__'):
601 601 self.shell.user_ns['__file__'] = filename
602 602 self.shell.safe_execfile_ipy(filename)
603 603 return
604 604
605 605 # Control the response to exit() calls made by the script being run
606 606 exit_ignore = 'e' in opts
607 607
608 608 # Make sure that the running script gets a proper sys.argv as if it
609 609 # were run from a system shell.
610 610 save_argv = sys.argv # save it for later restoring
611 611
612 612 if 'G' in opts:
613 613 args = arg_lst[1:]
614 614 else:
615 615 # tilde and glob expansion
616 616 args = shellglob(map(os.path.expanduser, arg_lst[1:]))
617 617
618 618 sys.argv = [filename] + args # put in the proper filename
619 619 # protect sys.argv from potential unicode strings on Python 2:
620 620 if not py3compat.PY3:
621 621 sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ]
622 622
623 623 if 'i' in opts:
624 624 # Run in user's interactive namespace
625 625 prog_ns = self.shell.user_ns
626 626 __name__save = self.shell.user_ns['__name__']
627 627 prog_ns['__name__'] = '__main__'
628 628 main_mod = self.shell.user_module
629 629
630 630 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
631 631 # set the __file__ global in the script's namespace
632 632 # TK: Is this necessary in interactive mode?
633 633 prog_ns['__file__'] = filename
634 634 else:
635 635 # Run in a fresh, empty namespace
636 636 if 'n' in opts:
637 637 name = os.path.splitext(os.path.basename(filename))[0]
638 638 else:
639 639 name = '__main__'
640 640
641 641 # The shell MUST hold a reference to prog_ns so after %run
642 642 # exits, the python deletion mechanism doesn't zero it out
643 643 # (leaving dangling references). See interactiveshell for details
644 644 main_mod = self.shell.new_main_mod(filename, name)
645 645 prog_ns = main_mod.__dict__
646 646
647 647 # pickle fix. See interactiveshell for an explanation. But we need to
648 648 # make sure that, if we overwrite __main__, we replace it at the end
649 649 main_mod_name = prog_ns['__name__']
650 650
651 651 if main_mod_name == '__main__':
652 652 restore_main = sys.modules['__main__']
653 653 else:
654 654 restore_main = False
655 655
656 656 # This needs to be undone at the end to prevent holding references to
657 657 # every single object ever created.
658 658 sys.modules[main_mod_name] = main_mod
659 659
660 660 if 'p' in opts or 'd' in opts:
661 661 if 'm' in opts:
662 662 code = 'run_module(modulename, prog_ns)'
663 663 code_ns = {
664 664 'run_module': self.shell.safe_run_module,
665 665 'prog_ns': prog_ns,
666 666 'modulename': modulename,
667 667 }
668 668 else:
669 669 if 'd' in opts:
670 670 # allow exceptions to raise in debug mode
671 671 code = 'execfile(filename, prog_ns, raise_exceptions=True)'
672 672 else:
673 673 code = 'execfile(filename, prog_ns)'
674 674 code_ns = {
675 675 'execfile': self.shell.safe_execfile,
676 676 'prog_ns': prog_ns,
677 677 'filename': get_py_filename(filename),
678 678 }
679 679
680 680 try:
681 681 stats = None
682 682 with self.shell.readline_no_record:
683 683 if 'p' in opts:
684 684 stats = self._run_with_profiler(code, opts, code_ns)
685 685 else:
686 686 if 'd' in opts:
687 687 bp_file, bp_line = parse_breakpoint(
688 688 opts.get('b', ['1'])[0], filename)
689 689 self._run_with_debugger(
690 690 code, code_ns, filename, bp_line, bp_file)
691 691 else:
692 692 if 'm' in opts:
693 693 def run():
694 694 self.shell.safe_run_module(modulename, prog_ns)
695 695 else:
696 696 if runner is None:
697 697 runner = self.default_runner
698 698 if runner is None:
699 699 runner = self.shell.safe_execfile
700 700
701 701 def run():
702 702 runner(filename, prog_ns, prog_ns,
703 703 exit_ignore=exit_ignore)
704 704
705 705 if 't' in opts:
706 706 # timed execution
707 707 try:
708 708 nruns = int(opts['N'][0])
709 709 if nruns < 1:
710 710 error('Number of runs must be >=1')
711 711 return
712 712 except (KeyError):
713 713 nruns = 1
714 714 self._run_with_timing(run, nruns)
715 715 else:
716 716 # regular execution
717 717 run()
718 718
719 719 if 'i' in opts:
720 720 self.shell.user_ns['__name__'] = __name__save
721 721 else:
722 722 # update IPython interactive namespace
723 723
724 724 # Some forms of read errors on the file may mean the
725 725 # __name__ key was never set; using pop we don't have to
726 726 # worry about a possible KeyError.
727 727 prog_ns.pop('__name__', None)
728 728
729 729 with preserve_keys(self.shell.user_ns, '__file__'):
730 730 self.shell.user_ns.update(prog_ns)
731 731 finally:
732 732 # It's a bit of a mystery why, but __builtins__ can change from
733 733 # being a module to becoming a dict missing some key data after
734 734 # %run. As best I can see, this is NOT something IPython is doing
735 735 # at all, and similar problems have been reported before:
736 736 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
737 737 # Since this seems to be done by the interpreter itself, the best
738 738 # we can do is to at least restore __builtins__ for the user on
739 739 # exit.
740 740 self.shell.user_ns['__builtins__'] = builtin_mod
741 741
742 742 # Ensure key global structures are restored
743 743 sys.argv = save_argv
744 744 if restore_main:
745 745 sys.modules['__main__'] = restore_main
746 746 else:
747 747 # Remove from sys.modules the reference to main_mod we'd
748 748 # added. Otherwise it will trap references to objects
749 749 # contained therein.
750 750 del sys.modules[main_mod_name]
751 751
752 752 return stats
753 753
754 754 def _run_with_debugger(self, code, code_ns, filename=None,
755 755 bp_line=None, bp_file=None):
756 756 """
757 757 Run `code` in debugger with a break point.
758 758
759 759 Parameters
760 760 ----------
761 761 code : str
762 762 Code to execute.
763 763 code_ns : dict
764 764 A namespace in which `code` is executed.
765 765 filename : str
766 766 `code` is ran as if it is in `filename`.
767 767 bp_line : int, optional
768 768 Line number of the break point.
769 769 bp_file : str, optional
770 770 Path to the file in which break point is specified.
771 771 `filename` is used if not given.
772 772
773 773 Raises
774 774 ------
775 775 UsageError
776 776 If the break point given by `bp_line` is not valid.
777 777
778 778 """
779 779 deb = debugger.Pdb(self.shell.colors)
780 780 # reset Breakpoint state, which is moronically kept
781 781 # in a class
782 782 bdb.Breakpoint.next = 1
783 783 bdb.Breakpoint.bplist = {}
784 784 bdb.Breakpoint.bpbynumber = [None]
785 785 if bp_line is not None:
786 786 # Set an initial breakpoint to stop execution
787 787 maxtries = 10
788 788 bp_file = bp_file or filename
789 789 checkline = deb.checkline(bp_file, bp_line)
790 790 if not checkline:
791 791 for bp in range(bp_line + 1, bp_line + maxtries + 1):
792 792 if deb.checkline(bp_file, bp):
793 793 break
794 794 else:
795 795 msg = ("\nI failed to find a valid line to set "
796 796 "a breakpoint\n"
797 797 "after trying up to line: %s.\n"
798 798 "Please set a valid breakpoint manually "
799 799 "with the -b option." % bp)
800 800 raise UsageError(msg)
801 801 # if we find a good linenumber, set the breakpoint
802 802 deb.do_break('%s:%s' % (bp_file, bp_line))
803 803
804 804 if filename:
805 805 # Mimic Pdb._runscript(...)
806 806 deb._wait_for_mainpyfile = True
807 807 deb.mainpyfile = deb.canonic(filename)
808 808
809 809 # Start file run
810 810 print("NOTE: Enter 'c' at the %s prompt to continue execution." % deb.prompt)
811 811 try:
812 812 if filename:
813 813 # save filename so it can be used by methods on the deb object
814 814 deb._exec_filename = filename
815 815 while True:
816 816 try:
817 817 deb.run(code, code_ns)
818 818 except Restart:
819 819 print("Restarting")
820 820 if filename:
821 821 deb._wait_for_mainpyfile = True
822 822 deb.mainpyfile = deb.canonic(filename)
823 823 continue
824 824 else:
825 825 break
826 826
827 827
828 828 except:
829 829 etype, value, tb = sys.exc_info()
830 830 # Skip three frames in the traceback: the %run one,
831 831 # one inside bdb.py, and the command-line typed by the
832 832 # user (run by exec in pdb itself).
833 833 self.shell.InteractiveTB(etype, value, tb, tb_offset=3)
834 834
835 835 @staticmethod
836 836 def _run_with_timing(run, nruns):
837 837 """
838 838 Run function `run` and print timing information.
839 839
840 840 Parameters
841 841 ----------
842 842 run : callable
843 843 Any callable object which takes no argument.
844 844 nruns : int
845 845 Number of times to execute `run`.
846 846
847 847 """
848 848 twall0 = time.time()
849 849 if nruns == 1:
850 850 t0 = clock2()
851 851 run()
852 852 t1 = clock2()
853 853 t_usr = t1[0] - t0[0]
854 854 t_sys = t1[1] - t0[1]
855 855 print("\nIPython CPU timings (estimated):")
856 856 print(" User : %10.2f s." % t_usr)
857 857 print(" System : %10.2f s." % t_sys)
858 858 else:
859 859 runs = range(nruns)
860 860 t0 = clock2()
861 861 for nr in runs:
862 862 run()
863 863 t1 = clock2()
864 864 t_usr = t1[0] - t0[0]
865 865 t_sys = t1[1] - t0[1]
866 866 print("\nIPython CPU timings (estimated):")
867 867 print("Total runs performed:", nruns)
868 868 print(" Times : %10s %10s" % ('Total', 'Per run'))
869 869 print(" User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns))
870 870 print(" System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns))
871 871 twall1 = time.time()
872 872 print("Wall time: %10.2f s." % (twall1 - twall0))
873 873
874 874 @skip_doctest
875 875 @line_cell_magic
876 876 def timeit(self, line='', cell=None):
877 877 """Time execution of a Python statement or expression
878 878
879 879 Usage, in line mode:
880 880 %timeit [-n<N> -r<R> [-t|-c] -q -p<P> -o] statement
881 881 or in cell mode:
882 882 %%timeit [-n<N> -r<R> [-t|-c] -q -p<P> -o] setup_code
883 883 code
884 884 code...
885 885
886 886 Time execution of a Python statement or expression using the timeit
887 887 module. This function can be used both as a line and cell magic:
888 888
889 889 - In line mode you can time a single-line statement (though multiple
890 890 ones can be chained with using semicolons).
891 891
892 892 - In cell mode, the statement in the first line is used as setup code
893 893 (executed but not timed) and the body of the cell is timed. The cell
894 894 body has access to any variables created in the setup code.
895 895
896 896 Options:
897 897 -n<N>: execute the given statement <N> times in a loop. If this value
898 898 is not given, a fitting value is chosen.
899 899
900 900 -r<R>: repeat the loop iteration <R> times and take the best result.
901 901 Default: 3
902 902
903 903 -t: use time.time to measure the time, which is the default on Unix.
904 904 This function measures wall time.
905 905
906 906 -c: use time.clock to measure the time, which is the default on
907 907 Windows and measures wall time. On Unix, resource.getrusage is used
908 908 instead and returns the CPU user time.
909 909
910 910 -p<P>: use a precision of <P> digits to display the timing result.
911 911 Default: 3
912 912
913 913 -q: Quiet, do not print result.
914 914
915 915 -o: return a TimeitResult that can be stored in a variable to inspect
916 916 the result in more details.
917 917
918 918
919 919 Examples
920 920 --------
921 921 ::
922 922
923 923 In [1]: %timeit pass
924 924 10000000 loops, best of 3: 53.3 ns per loop
925 925
926 926 In [2]: u = None
927 927
928 928 In [3]: %timeit u is None
929 929 10000000 loops, best of 3: 184 ns per loop
930 930
931 931 In [4]: %timeit -r 4 u == None
932 932 1000000 loops, best of 4: 242 ns per loop
933 933
934 934 In [5]: import time
935 935
936 936 In [6]: %timeit -n1 time.sleep(2)
937 937 1 loops, best of 3: 2 s per loop
938 938
939 939
940 940 The times reported by %timeit will be slightly higher than those
941 941 reported by the timeit.py script when variables are accessed. This is
942 942 due to the fact that %timeit executes the statement in the namespace
943 943 of the shell, compared with timeit.py, which uses a single setup
944 944 statement to import function or create variables. Generally, the bias
945 945 does not matter as long as results from timeit.py are not mixed with
946 946 those from %timeit."""
947 947
948 948 import timeit
949 949
950 950 opts, stmt = self.parse_options(line,'n:r:tcp:qo',
951 951 posix=False, strict=False)
952 952 if stmt == "" and cell is None:
953 953 return
954 954
955 955 timefunc = timeit.default_timer
956 956 number = int(getattr(opts, "n", 0))
957 957 repeat = int(getattr(opts, "r", timeit.default_repeat))
958 958 precision = int(getattr(opts, "p", 3))
959 959 quiet = 'q' in opts
960 960 return_result = 'o' in opts
961 961 if hasattr(opts, "t"):
962 962 timefunc = time.time
963 963 if hasattr(opts, "c"):
964 964 timefunc = clock
965 965
966 966 timer = timeit.Timer(timer=timefunc)
967 967 # this code has tight coupling to the inner workings of timeit.Timer,
968 968 # but is there a better way to achieve that the code stmt has access
969 969 # to the shell namespace?
970 970 transform = self.shell.input_splitter.transform_cell
971 971
972 972 if cell is None:
973 973 # called as line magic
974 974 ast_setup = ast.parse("pass")
975 975 ast_stmt = ast.parse(transform(stmt))
976 976 else:
977 977 ast_setup = ast.parse(transform(stmt))
978 978 ast_stmt = ast.parse(transform(cell))
979 979
980 980 ast_setup = self.shell.transform_ast(ast_setup)
981 981 ast_stmt = self.shell.transform_ast(ast_stmt)
982 982
983 983 # This codestring is taken from timeit.template - we fill it in as an
984 984 # AST, so that we can apply our AST transformations to the user code
985 985 # without affecting the timing code.
986 986 timeit_ast_template = ast.parse('def inner(_it, _timer):\n'
987 987 ' setup\n'
988 988 ' _t0 = _timer()\n'
989 989 ' for _i in _it:\n'
990 990 ' stmt\n'
991 991 ' _t1 = _timer()\n'
992 992 ' return _t1 - _t0\n')
993 993
994 994 timeit_ast = TimeitTemplateFiller(ast_setup, ast_stmt).visit(timeit_ast_template)
995 995 timeit_ast = ast.fix_missing_locations(timeit_ast)
996 996
997 997 # Track compilation time so it can be reported if too long
998 998 # Minimum time above which compilation time will be reported
999 999 tc_min = 0.1
1000 1000
1001 1001 t0 = clock()
1002 1002 code = compile(timeit_ast, "<magic-timeit>", "exec")
1003 1003 tc = clock()-t0
1004 1004
1005 1005 ns = {}
1006 1006 exec(code, self.shell.user_ns, ns)
1007 1007 timer.inner = ns["inner"]
1008 1008
1009 1009 if number == 0:
1010 1010 # determine number so that 0.2 <= total time < 2.0
1011 1011 number = 1
1012 1012 for _ in range(1, 10):
1013 1013 if timer.timeit(number) >= 0.2:
1014 1014 break
1015 1015 number *= 10
1016 1016 all_runs = timer.repeat(repeat, number)
1017 1017 best = min(all_runs) / number
1018 1018 if not quiet :
1019 1019 print(u"%d loops, best of %d: %s per loop" % (number, repeat,
1020 1020 _format_time(best, precision)))
1021 1021 if tc > tc_min:
1022 1022 print("Compiler time: %.2f s" % tc)
1023 1023 if return_result:
1024 1024 return TimeitResult(number, repeat, best, all_runs, tc, precision)
1025 1025
1026 1026 @skip_doctest
1027 1027 @needs_local_scope
1028 1028 @line_cell_magic
1029 1029 def time(self,line='', cell=None, local_ns=None):
1030 1030 """Time execution of a Python statement or expression.
1031 1031
1032 1032 The CPU and wall clock times are printed, and the value of the
1033 1033 expression (if any) is returned. Note that under Win32, system time
1034 1034 is always reported as 0, since it can not be measured.
1035 1035
1036 1036 This function can be used both as a line and cell magic:
1037 1037
1038 1038 - In line mode you can time a single-line statement (though multiple
1039 1039 ones can be chained with using semicolons).
1040 1040
1041 1041 - In cell mode, you can time the cell body (a directly
1042 1042 following statement raises an error).
1043 1043
1044 1044 This function provides very basic timing functionality. Use the timeit
1045 1045 magic for more controll over the measurement.
1046 1046
1047 1047 Examples
1048 1048 --------
1049 1049 ::
1050 1050
1051 1051 In [1]: %time 2**128
1052 1052 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1053 1053 Wall time: 0.00
1054 1054 Out[1]: 340282366920938463463374607431768211456L
1055 1055
1056 1056 In [2]: n = 1000000
1057 1057
1058 1058 In [3]: %time sum(range(n))
1059 1059 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1060 1060 Wall time: 1.37
1061 1061 Out[3]: 499999500000L
1062 1062
1063 1063 In [4]: %time print 'hello world'
1064 1064 hello world
1065 1065 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1066 1066 Wall time: 0.00
1067 1067
1068 1068 Note that the time needed by Python to compile the given expression
1069 1069 will be reported if it is more than 0.1s. In this example, the
1070 1070 actual exponentiation is done by Python at compilation time, so while
1071 1071 the expression can take a noticeable amount of time to compute, that
1072 1072 time is purely due to the compilation:
1073 1073
1074 1074 In [5]: %time 3**9999;
1075 1075 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1076 1076 Wall time: 0.00 s
1077 1077
1078 1078 In [6]: %time 3**999999;
1079 1079 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1080 1080 Wall time: 0.00 s
1081 1081 Compiler : 0.78 s
1082 1082 """
1083 1083
1084 1084 # fail immediately if the given expression can't be compiled
1085 1085
1086 1086 if line and cell:
1087 1087 raise UsageError("Can't use statement directly after '%%time'!")
1088 1088
1089 1089 if cell:
1090 1090 expr = self.shell.input_transformer_manager.transform_cell(cell)
1091 1091 else:
1092 1092 expr = self.shell.input_transformer_manager.transform_cell(line)
1093 1093
1094 1094 # Minimum time above which parse time will be reported
1095 1095 tp_min = 0.1
1096 1096
1097 1097 t0 = clock()
1098 1098 expr_ast = ast.parse(expr)
1099 1099 tp = clock()-t0
1100 1100
1101 1101 # Apply AST transformations
1102 1102 expr_ast = self.shell.transform_ast(expr_ast)
1103 1103
1104 1104 # Minimum time above which compilation time will be reported
1105 1105 tc_min = 0.1
1106 1106
1107 1107 if len(expr_ast.body)==1 and isinstance(expr_ast.body[0], ast.Expr):
1108 1108 mode = 'eval'
1109 1109 source = '<timed eval>'
1110 1110 expr_ast = ast.Expression(expr_ast.body[0].value)
1111 1111 else:
1112 1112 mode = 'exec'
1113 1113 source = '<timed exec>'
1114 1114 t0 = clock()
1115 1115 code = compile(expr_ast, source, mode)
1116 1116 tc = clock()-t0
1117 1117
1118 1118 # skew measurement as little as possible
1119 1119 glob = self.shell.user_ns
1120 1120 wtime = time.time
1121 1121 # time execution
1122 1122 wall_st = wtime()
1123 1123 if mode=='eval':
1124 1124 st = clock2()
1125 1125 out = eval(code, glob, local_ns)
1126 1126 end = clock2()
1127 1127 else:
1128 1128 st = clock2()
1129 1129 exec(code, glob, local_ns)
1130 1130 end = clock2()
1131 1131 out = None
1132 1132 wall_end = wtime()
1133 1133 # Compute actual times and report
1134 1134 wall_time = wall_end-wall_st
1135 1135 cpu_user = end[0]-st[0]
1136 1136 cpu_sys = end[1]-st[1]
1137 1137 cpu_tot = cpu_user+cpu_sys
1138 1138 # On windows cpu_sys is always zero, so no new information to the next print
1139 1139 if sys.platform != 'win32':
1140 1140 print("CPU times: user %s, sys: %s, total: %s" % \
1141 1141 (_format_time(cpu_user),_format_time(cpu_sys),_format_time(cpu_tot)))
1142 1142 print("Wall time: %s" % _format_time(wall_time))
1143 1143 if tc > tc_min:
1144 1144 print("Compiler : %s" % _format_time(tc))
1145 1145 if tp > tp_min:
1146 1146 print("Parser : %s" % _format_time(tp))
1147 1147 return out
1148 1148
1149 1149 @skip_doctest
1150 1150 @line_magic
1151 1151 def macro(self, parameter_s=''):
1152 1152 """Define a macro for future re-execution. It accepts ranges of history,
1153 1153 filenames or string objects.
1154 1154
1155 1155 Usage:\\
1156 1156 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1157 1157
1158 1158 Options:
1159 1159
1160 1160 -r: use 'raw' input. By default, the 'processed' history is used,
1161 1161 so that magics are loaded in their transformed version to valid
1162 1162 Python. If this option is given, the raw input as typed at the
1163 1163 command line is used instead.
1164 1164
1165 1165 -q: quiet macro definition. By default, a tag line is printed
1166 1166 to indicate the macro has been created, and then the contents of
1167 1167 the macro are printed. If this option is given, then no printout
1168 1168 is produced once the macro is created.
1169 1169
1170 1170 This will define a global variable called `name` which is a string
1171 1171 made of joining the slices and lines you specify (n1,n2,... numbers
1172 1172 above) from your input history into a single string. This variable
1173 1173 acts like an automatic function which re-executes those lines as if
1174 1174 you had typed them. You just type 'name' at the prompt and the code
1175 1175 executes.
1176 1176
1177 1177 The syntax for indicating input ranges is described in %history.
1178 1178
1179 1179 Note: as a 'hidden' feature, you can also use traditional python slice
1180 1180 notation, where N:M means numbers N through M-1.
1181 1181
1182 1182 For example, if your history contains (print using %hist -n )::
1183 1183
1184 1184 44: x=1
1185 1185 45: y=3
1186 1186 46: z=x+y
1187 1187 47: print x
1188 1188 48: a=5
1189 1189 49: print 'x',x,'y',y
1190 1190
1191 1191 you can create a macro with lines 44 through 47 (included) and line 49
1192 1192 called my_macro with::
1193 1193
1194 1194 In [55]: %macro my_macro 44-47 49
1195 1195
1196 1196 Now, typing `my_macro` (without quotes) will re-execute all this code
1197 1197 in one pass.
1198 1198
1199 1199 You don't need to give the line-numbers in order, and any given line
1200 1200 number can appear multiple times. You can assemble macros with any
1201 1201 lines from your input history in any order.
1202 1202
1203 1203 The macro is a simple object which holds its value in an attribute,
1204 1204 but IPython's display system checks for macros and executes them as
1205 1205 code instead of printing them when you type their name.
1206 1206
1207 1207 You can view a macro's contents by explicitly printing it with::
1208 1208
1209 1209 print macro_name
1210 1210
1211 1211 """
1212 1212 opts,args = self.parse_options(parameter_s,'rq',mode='list')
1213 1213 if not args: # List existing macros
1214 1214 return sorted(k for k,v in iteritems(self.shell.user_ns) if\
1215 1215 isinstance(v, Macro))
1216 1216 if len(args) == 1:
1217 1217 raise UsageError(
1218 1218 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
1219 1219 name, codefrom = args[0], " ".join(args[1:])
1220 1220
1221 1221 #print 'rng',ranges # dbg
1222 1222 try:
1223 1223 lines = self.shell.find_user_code(codefrom, 'r' in opts)
1224 1224 except (ValueError, TypeError) as e:
1225 1225 print(e.args[0])
1226 1226 return
1227 1227 macro = Macro(lines)
1228 1228 self.shell.define_macro(name, macro)
1229 1229 if not ( 'q' in opts) :
1230 1230 print('Macro `%s` created. To execute, type its name (without quotes).' % name)
1231 1231 print('=== Macro contents: ===')
1232 1232 print(macro, end=' ')
1233 1233
1234 1234 @magic_arguments.magic_arguments()
1235 1235 @magic_arguments.argument('output', type=str, default='', nargs='?',
1236 1236 help="""The name of the variable in which to store output.
1237 1237 This is a utils.io.CapturedIO object with stdout/err attributes
1238 1238 for the text of the captured output.
1239 1239
1240 1240 CapturedOutput also has a show() method for displaying the output,
1241 1241 and __call__ as well, so you can use that to quickly display the
1242 1242 output.
1243 1243
1244 1244 If unspecified, captured output is discarded.
1245 1245 """
1246 1246 )
1247 1247 @magic_arguments.argument('--no-stderr', action="store_true",
1248 1248 help="""Don't capture stderr."""
1249 1249 )
1250 1250 @magic_arguments.argument('--no-stdout', action="store_true",
1251 1251 help="""Don't capture stdout."""
1252 1252 )
1253 1253 @magic_arguments.argument('--no-display', action="store_true",
1254 1254 help="""Don't capture IPython's rich display."""
1255 1255 )
1256 1256 @cell_magic
1257 1257 def capture(self, line, cell):
1258 1258 """run the cell, capturing stdout, stderr, and IPython's rich display() calls."""
1259 1259 args = magic_arguments.parse_argstring(self.capture, line)
1260 1260 out = not args.no_stdout
1261 1261 err = not args.no_stderr
1262 1262 disp = not args.no_display
1263 1263 with capture_output(out, err, disp) as io:
1264 1264 self.shell.run_cell(cell)
1265 1265 if args.output:
1266 1266 self.shell.user_ns[args.output] = io
1267 1267
1268 1268 def parse_breakpoint(text, current_file):
1269 1269 '''Returns (file, line) for file:line and (current_file, line) for line'''
1270 1270 colon = text.find(':')
1271 1271 if colon == -1:
1272 1272 return current_file, int(text)
1273 1273 else:
1274 1274 return text[:colon], int(text[colon+1:])
1275 1275
1276 1276 def _format_time(timespan, precision=3):
1277 1277 """Formats the timespan in a human readable form"""
1278 1278 import math
1279 1279
1280 1280 if timespan >= 60.0:
1281 1281 # we have more than a minute, format that in a human readable form
1282 1282 # Idea from http://snipplr.com/view/5713/
1283 1283 parts = [("d", 60*60*24),("h", 60*60),("min", 60), ("s", 1)]
1284 1284 time = []
1285 1285 leftover = timespan
1286 1286 for suffix, length in parts:
1287 1287 value = int(leftover / length)
1288 1288 if value > 0:
1289 1289 leftover = leftover % length
1290 1290 time.append(u'%s%s' % (str(value), suffix))
1291 1291 if leftover < 1:
1292 1292 break
1293 1293 return " ".join(time)
1294 1294
1295 1295
1296 1296 # Unfortunately the unicode 'micro' symbol can cause problems in
1297 1297 # certain terminals.
1298 1298 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1299 1299 # Try to prevent crashes by being more secure than it needs to
1300 1300 # E.g. eclipse is able to print a µ, but has no sys.stdout.encoding set.
1301 1301 units = [u"s", u"ms",u'us',"ns"] # the save value
1302 1302 if hasattr(sys.stdout, 'encoding') and sys.stdout.encoding:
1303 1303 try:
1304 1304 u'\xb5'.encode(sys.stdout.encoding)
1305 1305 units = [u"s", u"ms",u'\xb5s',"ns"]
1306 1306 except:
1307 1307 pass
1308 1308 scaling = [1, 1e3, 1e6, 1e9]
1309 1309
1310 1310 if timespan > 0.0:
1311 1311 order = min(-int(math.floor(math.log10(timespan)) // 3), 3)
1312 1312 else:
1313 1313 order = 3
1314 1314 return u"%.*g %s" % (precision, timespan * scaling[order], units[order])
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