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Fix %env for Python 3. Reviewed in PR #1602.
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1 1 # encoding: utf-8
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4
5 5 #-----------------------------------------------------------------------------
6 6 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
7 7 # Copyright (C) 2001-2007 Fernando Perez <fperez@colorado.edu>
8 8 # Copyright (C) 2008-2011 The IPython Development Team
9 9
10 10 # Distributed under the terms of the BSD License. The full license is in
11 11 # the file COPYING, distributed as part of this software.
12 12 #-----------------------------------------------------------------------------
13 13
14 14 #-----------------------------------------------------------------------------
15 15 # Imports
16 16 #-----------------------------------------------------------------------------
17 17
18 18 import __builtin__ as builtin_mod
19 19 import __future__
20 20 import bdb
21 21 import inspect
22 22 import imp
23 23 import os
24 24 import sys
25 25 import shutil
26 26 import re
27 27 import time
28 28 from StringIO import StringIO
29 29 from getopt import getopt,GetoptError
30 30 from pprint import pformat
31 31 from xmlrpclib import ServerProxy
32 32
33 33 # cProfile was added in Python2.5
34 34 try:
35 35 import cProfile as profile
36 36 import pstats
37 37 except ImportError:
38 38 # profile isn't bundled by default in Debian for license reasons
39 39 try:
40 40 import profile,pstats
41 41 except ImportError:
42 42 profile = pstats = None
43 43
44 44 import IPython
45 45 from IPython.core import debugger, oinspect
46 46 from IPython.core.error import TryNext
47 47 from IPython.core.error import UsageError
48 48 from IPython.core.error import StdinNotImplementedError
49 49 from IPython.core.fakemodule import FakeModule
50 50 from IPython.core.profiledir import ProfileDir
51 51 from IPython.core.macro import Macro
52 52 from IPython.core import magic_arguments, page
53 53 from IPython.core.prefilter import ESC_MAGIC
54 54 from IPython.core.pylabtools import mpl_runner
55 55 from IPython.testing.skipdoctest import skip_doctest
56 56 from IPython.utils import py3compat
57 57 from IPython.utils.io import file_read, nlprint
58 58 from IPython.utils.module_paths import find_mod
59 59 from IPython.utils.path import get_py_filename, unquote_filename
60 60 from IPython.utils.process import arg_split, abbrev_cwd
61 61 from IPython.utils.terminal import set_term_title
62 62 from IPython.utils.text import LSString, SList, format_screen
63 63 from IPython.utils.timing import clock, clock2
64 64 from IPython.utils.warn import warn, error
65 65 from IPython.utils.ipstruct import Struct
66 66 from IPython.config.application import Application
67 67
68 68 #-----------------------------------------------------------------------------
69 69 # Utility functions
70 70 #-----------------------------------------------------------------------------
71 71
72 72 def on_off(tag):
73 73 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
74 74 return ['OFF','ON'][tag]
75 75
76 76 class Bunch: pass
77 77
78 78 def compress_dhist(dh):
79 79 head, tail = dh[:-10], dh[-10:]
80 80
81 81 newhead = []
82 82 done = set()
83 83 for h in head:
84 84 if h in done:
85 85 continue
86 86 newhead.append(h)
87 87 done.add(h)
88 88
89 89 return newhead + tail
90 90
91 91 def needs_local_scope(func):
92 92 """Decorator to mark magic functions which need to local scope to run."""
93 93 func.needs_local_scope = True
94 94 return func
95 95
96 96
97 97 # Used for exception handling in magic_edit
98 98 class MacroToEdit(ValueError): pass
99 99
100 100 # Taken from PEP 263, this is the official encoding regexp.
101 101 _encoding_declaration_re = re.compile(r"^#.*coding[:=]\s*([-\w.]+)")
102 102
103 103 #***************************************************************************
104 104 # Main class implementing Magic functionality
105 105
106 106 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
107 107 # on construction of the main InteractiveShell object. Something odd is going
108 108 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
109 109 # eventually this needs to be clarified.
110 110 # BG: This is because InteractiveShell inherits from this, but is itself a
111 111 # Configurable. This messes up the MRO in some way. The fix is that we need to
112 112 # make Magic a configurable that InteractiveShell does not subclass.
113 113
114 114 class Magic:
115 115 """Magic functions for InteractiveShell.
116 116
117 117 Shell functions which can be reached as %function_name. All magic
118 118 functions should accept a string, which they can parse for their own
119 119 needs. This can make some functions easier to type, eg `%cd ../`
120 120 vs. `%cd("../")`
121 121
122 122 ALL definitions MUST begin with the prefix magic_. The user won't need it
123 123 at the command line, but it is is needed in the definition. """
124 124
125 125 # class globals
126 126 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
127 127 'Automagic is ON, % prefix NOT needed for magic functions.']
128 128
129 129
130 130 configurables = None
131 131 #......................................................................
132 132 # some utility functions
133 133
134 134 def __init__(self,shell):
135 135
136 136 self.options_table = {}
137 137 if profile is None:
138 138 self.magic_prun = self.profile_missing_notice
139 139 self.shell = shell
140 140 if self.configurables is None:
141 141 self.configurables = []
142 142
143 143 # namespace for holding state we may need
144 144 self._magic_state = Bunch()
145 145
146 146 def profile_missing_notice(self, *args, **kwargs):
147 147 error("""\
148 148 The profile module could not be found. It has been removed from the standard
149 149 python packages because of its non-free license. To use profiling, install the
150 150 python-profiler package from non-free.""")
151 151
152 152 def default_option(self,fn,optstr):
153 153 """Make an entry in the options_table for fn, with value optstr"""
154 154
155 155 if fn not in self.lsmagic():
156 156 error("%s is not a magic function" % fn)
157 157 self.options_table[fn] = optstr
158 158
159 159 def lsmagic(self):
160 160 """Return a list of currently available magic functions.
161 161
162 162 Gives a list of the bare names after mangling (['ls','cd', ...], not
163 163 ['magic_ls','magic_cd',...]"""
164 164
165 165 # FIXME. This needs a cleanup, in the way the magics list is built.
166 166
167 167 # magics in class definition
168 168 class_magic = lambda fn: fn.startswith('magic_') and \
169 169 callable(Magic.__dict__[fn])
170 170 # in instance namespace (run-time user additions)
171 171 inst_magic = lambda fn: fn.startswith('magic_') and \
172 172 callable(self.__dict__[fn])
173 173 # and bound magics by user (so they can access self):
174 174 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
175 175 callable(self.__class__.__dict__[fn])
176 176 magics = filter(class_magic,Magic.__dict__.keys()) + \
177 177 filter(inst_magic,self.__dict__.keys()) + \
178 178 filter(inst_bound_magic,self.__class__.__dict__.keys())
179 179 out = []
180 180 for fn in set(magics):
181 181 out.append(fn.replace('magic_','',1))
182 182 out.sort()
183 183 return out
184 184
185 185 def extract_input_lines(self, range_str, raw=False):
186 186 """Return as a string a set of input history slices.
187 187
188 188 Inputs:
189 189
190 190 - range_str: the set of slices is given as a string, like
191 191 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
192 192 which get their arguments as strings. The number before the / is the
193 193 session number: ~n goes n back from the current session.
194 194
195 195 Optional inputs:
196 196
197 197 - raw(False): by default, the processed input is used. If this is
198 198 true, the raw input history is used instead.
199 199
200 200 Note that slices can be called with two notations:
201 201
202 202 N:M -> standard python form, means including items N...(M-1).
203 203
204 204 N-M -> include items N..M (closed endpoint)."""
205 205 lines = self.shell.history_manager.\
206 206 get_range_by_str(range_str, raw=raw)
207 207 return "\n".join(x for _, _, x in lines)
208 208
209 209 def arg_err(self,func):
210 210 """Print docstring if incorrect arguments were passed"""
211 211 print 'Error in arguments:'
212 212 print oinspect.getdoc(func)
213 213
214 214 def format_latex(self,strng):
215 215 """Format a string for latex inclusion."""
216 216
217 217 # Characters that need to be escaped for latex:
218 218 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
219 219 # Magic command names as headers:
220 220 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
221 221 re.MULTILINE)
222 222 # Magic commands
223 223 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
224 224 re.MULTILINE)
225 225 # Paragraph continue
226 226 par_re = re.compile(r'\\$',re.MULTILINE)
227 227
228 228 # The "\n" symbol
229 229 newline_re = re.compile(r'\\n')
230 230
231 231 # Now build the string for output:
232 232 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
233 233 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
234 234 strng)
235 235 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
236 236 strng = par_re.sub(r'\\\\',strng)
237 237 strng = escape_re.sub(r'\\\1',strng)
238 238 strng = newline_re.sub(r'\\textbackslash{}n',strng)
239 239 return strng
240 240
241 241 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
242 242 """Parse options passed to an argument string.
243 243
244 244 The interface is similar to that of getopt(), but it returns back a
245 245 Struct with the options as keys and the stripped argument string still
246 246 as a string.
247 247
248 248 arg_str is quoted as a true sys.argv vector by using shlex.split.
249 249 This allows us to easily expand variables, glob files, quote
250 250 arguments, etc.
251 251
252 252 Options:
253 253 -mode: default 'string'. If given as 'list', the argument string is
254 254 returned as a list (split on whitespace) instead of a string.
255 255
256 256 -list_all: put all option values in lists. Normally only options
257 257 appearing more than once are put in a list.
258 258
259 259 -posix (True): whether to split the input line in POSIX mode or not,
260 260 as per the conventions outlined in the shlex module from the
261 261 standard library."""
262 262
263 263 # inject default options at the beginning of the input line
264 264 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
265 265 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
266 266
267 267 mode = kw.get('mode','string')
268 268 if mode not in ['string','list']:
269 269 raise ValueError,'incorrect mode given: %s' % mode
270 270 # Get options
271 271 list_all = kw.get('list_all',0)
272 272 posix = kw.get('posix', os.name == 'posix')
273 273 strict = kw.get('strict', True)
274 274
275 275 # Check if we have more than one argument to warrant extra processing:
276 276 odict = {} # Dictionary with options
277 277 args = arg_str.split()
278 278 if len(args) >= 1:
279 279 # If the list of inputs only has 0 or 1 thing in it, there's no
280 280 # need to look for options
281 281 argv = arg_split(arg_str, posix, strict)
282 282 # Do regular option processing
283 283 try:
284 284 opts,args = getopt(argv,opt_str,*long_opts)
285 285 except GetoptError,e:
286 286 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
287 287 " ".join(long_opts)))
288 288 for o,a in opts:
289 289 if o.startswith('--'):
290 290 o = o[2:]
291 291 else:
292 292 o = o[1:]
293 293 try:
294 294 odict[o].append(a)
295 295 except AttributeError:
296 296 odict[o] = [odict[o],a]
297 297 except KeyError:
298 298 if list_all:
299 299 odict[o] = [a]
300 300 else:
301 301 odict[o] = a
302 302
303 303 # Prepare opts,args for return
304 304 opts = Struct(odict)
305 305 if mode == 'string':
306 306 args = ' '.join(args)
307 307
308 308 return opts,args
309 309
310 310 #......................................................................
311 311 # And now the actual magic functions
312 312
313 313 # Functions for IPython shell work (vars,funcs, config, etc)
314 314 def magic_lsmagic(self, parameter_s = ''):
315 315 """List currently available magic functions."""
316 316 mesc = ESC_MAGIC
317 317 print 'Available magic functions:\n'+mesc+\
318 318 (' '+mesc).join(self.lsmagic())
319 319 print '\n' + Magic.auto_status[self.shell.automagic]
320 320 return None
321 321
322 322 def magic_magic(self, parameter_s = ''):
323 323 """Print information about the magic function system.
324 324
325 325 Supported formats: -latex, -brief, -rest
326 326 """
327 327
328 328 mode = ''
329 329 try:
330 330 if parameter_s.split()[0] == '-latex':
331 331 mode = 'latex'
332 332 if parameter_s.split()[0] == '-brief':
333 333 mode = 'brief'
334 334 if parameter_s.split()[0] == '-rest':
335 335 mode = 'rest'
336 336 rest_docs = []
337 337 except:
338 338 pass
339 339
340 340 magic_docs = []
341 341 for fname in self.lsmagic():
342 342 mname = 'magic_' + fname
343 343 for space in (Magic,self,self.__class__):
344 344 try:
345 345 fn = space.__dict__[mname]
346 346 except KeyError:
347 347 pass
348 348 else:
349 349 break
350 350 if mode == 'brief':
351 351 # only first line
352 352 if fn.__doc__:
353 353 fndoc = fn.__doc__.split('\n',1)[0]
354 354 else:
355 355 fndoc = 'No documentation'
356 356 else:
357 357 if fn.__doc__:
358 358 fndoc = fn.__doc__.rstrip()
359 359 else:
360 360 fndoc = 'No documentation'
361 361
362 362
363 363 if mode == 'rest':
364 364 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
365 365 fname,fndoc))
366 366
367 367 else:
368 368 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
369 369 fname,fndoc))
370 370
371 371 magic_docs = ''.join(magic_docs)
372 372
373 373 if mode == 'rest':
374 374 return "".join(rest_docs)
375 375
376 376 if mode == 'latex':
377 377 print self.format_latex(magic_docs)
378 378 return
379 379 else:
380 380 magic_docs = format_screen(magic_docs)
381 381 if mode == 'brief':
382 382 return magic_docs
383 383
384 384 outmsg = """
385 385 IPython's 'magic' functions
386 386 ===========================
387 387
388 388 The magic function system provides a series of functions which allow you to
389 389 control the behavior of IPython itself, plus a lot of system-type
390 390 features. All these functions are prefixed with a % character, but parameters
391 391 are given without parentheses or quotes.
392 392
393 393 NOTE: If you have 'automagic' enabled (via the command line option or with the
394 394 %automagic function), you don't need to type in the % explicitly. By default,
395 395 IPython ships with automagic on, so you should only rarely need the % escape.
396 396
397 397 Example: typing '%cd mydir' (without the quotes) changes you working directory
398 398 to 'mydir', if it exists.
399 399
400 400 For a list of the available magic functions, use %lsmagic. For a description
401 401 of any of them, type %magic_name?, e.g. '%cd?'.
402 402
403 403 Currently the magic system has the following functions:\n"""
404 404
405 405 mesc = ESC_MAGIC
406 406 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
407 407 "\n\n%s%s\n\n%s" % (outmsg,
408 408 magic_docs,mesc,mesc,
409 409 (' '+mesc).join(self.lsmagic()),
410 410 Magic.auto_status[self.shell.automagic] ) )
411 411 page.page(outmsg)
412 412
413 413 def magic_automagic(self, parameter_s = ''):
414 414 """Make magic functions callable without having to type the initial %.
415 415
416 416 Without argumentsl toggles on/off (when off, you must call it as
417 417 %automagic, of course). With arguments it sets the value, and you can
418 418 use any of (case insensitive):
419 419
420 420 - on,1,True: to activate
421 421
422 422 - off,0,False: to deactivate.
423 423
424 424 Note that magic functions have lowest priority, so if there's a
425 425 variable whose name collides with that of a magic fn, automagic won't
426 426 work for that function (you get the variable instead). However, if you
427 427 delete the variable (del var), the previously shadowed magic function
428 428 becomes visible to automagic again."""
429 429
430 430 arg = parameter_s.lower()
431 431 if parameter_s in ('on','1','true'):
432 432 self.shell.automagic = True
433 433 elif parameter_s in ('off','0','false'):
434 434 self.shell.automagic = False
435 435 else:
436 436 self.shell.automagic = not self.shell.automagic
437 437 print '\n' + Magic.auto_status[self.shell.automagic]
438 438
439 439 @skip_doctest
440 440 def magic_autocall(self, parameter_s = ''):
441 441 """Make functions callable without having to type parentheses.
442 442
443 443 Usage:
444 444
445 445 %autocall [mode]
446 446
447 447 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
448 448 value is toggled on and off (remembering the previous state).
449 449
450 450 In more detail, these values mean:
451 451
452 452 0 -> fully disabled
453 453
454 454 1 -> active, but do not apply if there are no arguments on the line.
455 455
456 456 In this mode, you get:
457 457
458 458 In [1]: callable
459 459 Out[1]: <built-in function callable>
460 460
461 461 In [2]: callable 'hello'
462 462 ------> callable('hello')
463 463 Out[2]: False
464 464
465 465 2 -> Active always. Even if no arguments are present, the callable
466 466 object is called:
467 467
468 468 In [2]: float
469 469 ------> float()
470 470 Out[2]: 0.0
471 471
472 472 Note that even with autocall off, you can still use '/' at the start of
473 473 a line to treat the first argument on the command line as a function
474 474 and add parentheses to it:
475 475
476 476 In [8]: /str 43
477 477 ------> str(43)
478 478 Out[8]: '43'
479 479
480 480 # all-random (note for auto-testing)
481 481 """
482 482
483 483 if parameter_s:
484 484 arg = int(parameter_s)
485 485 else:
486 486 arg = 'toggle'
487 487
488 488 if not arg in (0,1,2,'toggle'):
489 489 error('Valid modes: (0->Off, 1->Smart, 2->Full')
490 490 return
491 491
492 492 if arg in (0,1,2):
493 493 self.shell.autocall = arg
494 494 else: # toggle
495 495 if self.shell.autocall:
496 496 self._magic_state.autocall_save = self.shell.autocall
497 497 self.shell.autocall = 0
498 498 else:
499 499 try:
500 500 self.shell.autocall = self._magic_state.autocall_save
501 501 except AttributeError:
502 502 self.shell.autocall = self._magic_state.autocall_save = 1
503 503
504 504 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
505 505
506 506
507 507 def magic_page(self, parameter_s=''):
508 508 """Pretty print the object and display it through a pager.
509 509
510 510 %page [options] OBJECT
511 511
512 512 If no object is given, use _ (last output).
513 513
514 514 Options:
515 515
516 516 -r: page str(object), don't pretty-print it."""
517 517
518 518 # After a function contributed by Olivier Aubert, slightly modified.
519 519
520 520 # Process options/args
521 521 opts,args = self.parse_options(parameter_s,'r')
522 522 raw = 'r' in opts
523 523
524 524 oname = args and args or '_'
525 525 info = self._ofind(oname)
526 526 if info['found']:
527 527 txt = (raw and str or pformat)( info['obj'] )
528 528 page.page(txt)
529 529 else:
530 530 print 'Object `%s` not found' % oname
531 531
532 532 def magic_profile(self, parameter_s=''):
533 533 """Print your currently active IPython profile."""
534 534 from IPython.core.application import BaseIPythonApplication
535 535 if BaseIPythonApplication.initialized():
536 536 print BaseIPythonApplication.instance().profile
537 537 else:
538 538 error("profile is an application-level value, but you don't appear to be in an IPython application")
539 539
540 540 def magic_pinfo(self, parameter_s='', namespaces=None):
541 541 """Provide detailed information about an object.
542 542
543 543 '%pinfo object' is just a synonym for object? or ?object."""
544 544
545 545 #print 'pinfo par: <%s>' % parameter_s # dbg
546 546
547 547
548 548 # detail_level: 0 -> obj? , 1 -> obj??
549 549 detail_level = 0
550 550 # We need to detect if we got called as 'pinfo pinfo foo', which can
551 551 # happen if the user types 'pinfo foo?' at the cmd line.
552 552 pinfo,qmark1,oname,qmark2 = \
553 553 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
554 554 if pinfo or qmark1 or qmark2:
555 555 detail_level = 1
556 556 if "*" in oname:
557 557 self.magic_psearch(oname)
558 558 else:
559 559 self.shell._inspect('pinfo', oname, detail_level=detail_level,
560 560 namespaces=namespaces)
561 561
562 562 def magic_pinfo2(self, parameter_s='', namespaces=None):
563 563 """Provide extra detailed information about an object.
564 564
565 565 '%pinfo2 object' is just a synonym for object?? or ??object."""
566 566 self.shell._inspect('pinfo', parameter_s, detail_level=1,
567 567 namespaces=namespaces)
568 568
569 569 @skip_doctest
570 570 def magic_pdef(self, parameter_s='', namespaces=None):
571 571 """Print the definition header for any callable object.
572 572
573 573 If the object is a class, print the constructor information.
574 574
575 575 Examples
576 576 --------
577 577 ::
578 578
579 579 In [3]: %pdef urllib.urlopen
580 580 urllib.urlopen(url, data=None, proxies=None)
581 581 """
582 582 self._inspect('pdef',parameter_s, namespaces)
583 583
584 584 def magic_pdoc(self, parameter_s='', namespaces=None):
585 585 """Print the docstring for an object.
586 586
587 587 If the given object is a class, it will print both the class and the
588 588 constructor docstrings."""
589 589 self._inspect('pdoc',parameter_s, namespaces)
590 590
591 591 def magic_psource(self, parameter_s='', namespaces=None):
592 592 """Print (or run through pager) the source code for an object."""
593 593 self._inspect('psource',parameter_s, namespaces)
594 594
595 595 def magic_pfile(self, parameter_s=''):
596 596 """Print (or run through pager) the file where an object is defined.
597 597
598 598 The file opens at the line where the object definition begins. IPython
599 599 will honor the environment variable PAGER if set, and otherwise will
600 600 do its best to print the file in a convenient form.
601 601
602 602 If the given argument is not an object currently defined, IPython will
603 603 try to interpret it as a filename (automatically adding a .py extension
604 604 if needed). You can thus use %pfile as a syntax highlighting code
605 605 viewer."""
606 606
607 607 # first interpret argument as an object name
608 608 out = self._inspect('pfile',parameter_s)
609 609 # if not, try the input as a filename
610 610 if out == 'not found':
611 611 try:
612 612 filename = get_py_filename(parameter_s)
613 613 except IOError,msg:
614 614 print msg
615 615 return
616 616 page.page(self.shell.inspector.format(file(filename).read()))
617 617
618 618 def magic_psearch(self, parameter_s=''):
619 619 """Search for object in namespaces by wildcard.
620 620
621 621 %psearch [options] PATTERN [OBJECT TYPE]
622 622
623 623 Note: ? can be used as a synonym for %psearch, at the beginning or at
624 624 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
625 625 rest of the command line must be unchanged (options come first), so
626 626 for example the following forms are equivalent
627 627
628 628 %psearch -i a* function
629 629 -i a* function?
630 630 ?-i a* function
631 631
632 632 Arguments:
633 633
634 634 PATTERN
635 635
636 636 where PATTERN is a string containing * as a wildcard similar to its
637 637 use in a shell. The pattern is matched in all namespaces on the
638 638 search path. By default objects starting with a single _ are not
639 639 matched, many IPython generated objects have a single
640 640 underscore. The default is case insensitive matching. Matching is
641 641 also done on the attributes of objects and not only on the objects
642 642 in a module.
643 643
644 644 [OBJECT TYPE]
645 645
646 646 Is the name of a python type from the types module. The name is
647 647 given in lowercase without the ending type, ex. StringType is
648 648 written string. By adding a type here only objects matching the
649 649 given type are matched. Using all here makes the pattern match all
650 650 types (this is the default).
651 651
652 652 Options:
653 653
654 654 -a: makes the pattern match even objects whose names start with a
655 655 single underscore. These names are normally omitted from the
656 656 search.
657 657
658 658 -i/-c: make the pattern case insensitive/sensitive. If neither of
659 659 these options are given, the default is read from your configuration
660 660 file, with the option ``InteractiveShell.wildcards_case_sensitive``.
661 661 If this option is not specified in your configuration file, IPython's
662 662 internal default is to do a case sensitive search.
663 663
664 664 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
665 665 specify can be searched in any of the following namespaces:
666 666 'builtin', 'user', 'user_global','internal', 'alias', where
667 667 'builtin' and 'user' are the search defaults. Note that you should
668 668 not use quotes when specifying namespaces.
669 669
670 670 'Builtin' contains the python module builtin, 'user' contains all
671 671 user data, 'alias' only contain the shell aliases and no python
672 672 objects, 'internal' contains objects used by IPython. The
673 673 'user_global' namespace is only used by embedded IPython instances,
674 674 and it contains module-level globals. You can add namespaces to the
675 675 search with -s or exclude them with -e (these options can be given
676 676 more than once).
677 677
678 678 Examples:
679 679
680 680 %psearch a* -> objects beginning with an a
681 681 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
682 682 %psearch a* function -> all functions beginning with an a
683 683 %psearch re.e* -> objects beginning with an e in module re
684 684 %psearch r*.e* -> objects that start with e in modules starting in r
685 685 %psearch r*.* string -> all strings in modules beginning with r
686 686
687 687 Case sensitive search:
688 688
689 689 %psearch -c a* list all object beginning with lower case a
690 690
691 691 Show objects beginning with a single _:
692 692
693 693 %psearch -a _* list objects beginning with a single underscore"""
694 694 try:
695 695 parameter_s.encode('ascii')
696 696 except UnicodeEncodeError:
697 697 print 'Python identifiers can only contain ascii characters.'
698 698 return
699 699
700 700 # default namespaces to be searched
701 701 def_search = ['user_local', 'user_global', 'builtin']
702 702
703 703 # Process options/args
704 704 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
705 705 opt = opts.get
706 706 shell = self.shell
707 707 psearch = shell.inspector.psearch
708 708
709 709 # select case options
710 710 if opts.has_key('i'):
711 711 ignore_case = True
712 712 elif opts.has_key('c'):
713 713 ignore_case = False
714 714 else:
715 715 ignore_case = not shell.wildcards_case_sensitive
716 716
717 717 # Build list of namespaces to search from user options
718 718 def_search.extend(opt('s',[]))
719 719 ns_exclude = ns_exclude=opt('e',[])
720 720 ns_search = [nm for nm in def_search if nm not in ns_exclude]
721 721
722 722 # Call the actual search
723 723 try:
724 724 psearch(args,shell.ns_table,ns_search,
725 725 show_all=opt('a'),ignore_case=ignore_case)
726 726 except:
727 727 shell.showtraceback()
728 728
729 729 @skip_doctest
730 730 def magic_who_ls(self, parameter_s=''):
731 731 """Return a sorted list of all interactive variables.
732 732
733 733 If arguments are given, only variables of types matching these
734 734 arguments are returned.
735 735
736 736 Examples
737 737 --------
738 738
739 739 Define two variables and list them with who_ls::
740 740
741 741 In [1]: alpha = 123
742 742
743 743 In [2]: beta = 'test'
744 744
745 745 In [3]: %who_ls
746 746 Out[3]: ['alpha', 'beta']
747 747
748 748 In [4]: %who_ls int
749 749 Out[4]: ['alpha']
750 750
751 751 In [5]: %who_ls str
752 752 Out[5]: ['beta']
753 753 """
754 754
755 755 user_ns = self.shell.user_ns
756 756 user_ns_hidden = self.shell.user_ns_hidden
757 757 out = [ i for i in user_ns
758 758 if not i.startswith('_') \
759 759 and not i in user_ns_hidden ]
760 760
761 761 typelist = parameter_s.split()
762 762 if typelist:
763 763 typeset = set(typelist)
764 764 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
765 765
766 766 out.sort()
767 767 return out
768 768
769 769 @skip_doctest
770 770 def magic_who(self, parameter_s=''):
771 771 """Print all interactive variables, with some minimal formatting.
772 772
773 773 If any arguments are given, only variables whose type matches one of
774 774 these are printed. For example:
775 775
776 776 %who function str
777 777
778 778 will only list functions and strings, excluding all other types of
779 779 variables. To find the proper type names, simply use type(var) at a
780 780 command line to see how python prints type names. For example:
781 781
782 782 In [1]: type('hello')\\
783 783 Out[1]: <type 'str'>
784 784
785 785 indicates that the type name for strings is 'str'.
786 786
787 787 %who always excludes executed names loaded through your configuration
788 788 file and things which are internal to IPython.
789 789
790 790 This is deliberate, as typically you may load many modules and the
791 791 purpose of %who is to show you only what you've manually defined.
792 792
793 793 Examples
794 794 --------
795 795
796 796 Define two variables and list them with who::
797 797
798 798 In [1]: alpha = 123
799 799
800 800 In [2]: beta = 'test'
801 801
802 802 In [3]: %who
803 803 alpha beta
804 804
805 805 In [4]: %who int
806 806 alpha
807 807
808 808 In [5]: %who str
809 809 beta
810 810 """
811 811
812 812 varlist = self.magic_who_ls(parameter_s)
813 813 if not varlist:
814 814 if parameter_s:
815 815 print 'No variables match your requested type.'
816 816 else:
817 817 print 'Interactive namespace is empty.'
818 818 return
819 819
820 820 # if we have variables, move on...
821 821 count = 0
822 822 for i in varlist:
823 823 print i+'\t',
824 824 count += 1
825 825 if count > 8:
826 826 count = 0
827 827 print
828 828 print
829 829
830 830 @skip_doctest
831 831 def magic_whos(self, parameter_s=''):
832 832 """Like %who, but gives some extra information about each variable.
833 833
834 834 The same type filtering of %who can be applied here.
835 835
836 836 For all variables, the type is printed. Additionally it prints:
837 837
838 838 - For {},[],(): their length.
839 839
840 840 - For numpy arrays, a summary with shape, number of
841 841 elements, typecode and size in memory.
842 842
843 843 - Everything else: a string representation, snipping their middle if
844 844 too long.
845 845
846 846 Examples
847 847 --------
848 848
849 849 Define two variables and list them with whos::
850 850
851 851 In [1]: alpha = 123
852 852
853 853 In [2]: beta = 'test'
854 854
855 855 In [3]: %whos
856 856 Variable Type Data/Info
857 857 --------------------------------
858 858 alpha int 123
859 859 beta str test
860 860 """
861 861
862 862 varnames = self.magic_who_ls(parameter_s)
863 863 if not varnames:
864 864 if parameter_s:
865 865 print 'No variables match your requested type.'
866 866 else:
867 867 print 'Interactive namespace is empty.'
868 868 return
869 869
870 870 # if we have variables, move on...
871 871
872 872 # for these types, show len() instead of data:
873 873 seq_types = ['dict', 'list', 'tuple']
874 874
875 875 # for numpy arrays, display summary info
876 876 ndarray_type = None
877 877 if 'numpy' in sys.modules:
878 878 try:
879 879 from numpy import ndarray
880 880 except ImportError:
881 881 pass
882 882 else:
883 883 ndarray_type = ndarray.__name__
884 884
885 885 # Find all variable names and types so we can figure out column sizes
886 886 def get_vars(i):
887 887 return self.shell.user_ns[i]
888 888
889 889 # some types are well known and can be shorter
890 890 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
891 891 def type_name(v):
892 892 tn = type(v).__name__
893 893 return abbrevs.get(tn,tn)
894 894
895 895 varlist = map(get_vars,varnames)
896 896
897 897 typelist = []
898 898 for vv in varlist:
899 899 tt = type_name(vv)
900 900
901 901 if tt=='instance':
902 902 typelist.append( abbrevs.get(str(vv.__class__),
903 903 str(vv.__class__)))
904 904 else:
905 905 typelist.append(tt)
906 906
907 907 # column labels and # of spaces as separator
908 908 varlabel = 'Variable'
909 909 typelabel = 'Type'
910 910 datalabel = 'Data/Info'
911 911 colsep = 3
912 912 # variable format strings
913 913 vformat = "{0:<{varwidth}}{1:<{typewidth}}"
914 914 aformat = "%s: %s elems, type `%s`, %s bytes"
915 915 # find the size of the columns to format the output nicely
916 916 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
917 917 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
918 918 # table header
919 919 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
920 920 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
921 921 # and the table itself
922 922 kb = 1024
923 923 Mb = 1048576 # kb**2
924 924 for vname,var,vtype in zip(varnames,varlist,typelist):
925 925 print vformat.format(vname, vtype, varwidth=varwidth, typewidth=typewidth),
926 926 if vtype in seq_types:
927 927 print "n="+str(len(var))
928 928 elif vtype == ndarray_type:
929 929 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
930 930 if vtype==ndarray_type:
931 931 # numpy
932 932 vsize = var.size
933 933 vbytes = vsize*var.itemsize
934 934 vdtype = var.dtype
935 935 else:
936 936 # Numeric
937 937 vsize = Numeric.size(var)
938 938 vbytes = vsize*var.itemsize()
939 939 vdtype = var.typecode()
940 940
941 941 if vbytes < 100000:
942 942 print aformat % (vshape,vsize,vdtype,vbytes)
943 943 else:
944 944 print aformat % (vshape,vsize,vdtype,vbytes),
945 945 if vbytes < Mb:
946 946 print '(%s kb)' % (vbytes/kb,)
947 947 else:
948 948 print '(%s Mb)' % (vbytes/Mb,)
949 949 else:
950 950 try:
951 951 vstr = str(var)
952 952 except UnicodeEncodeError:
953 953 vstr = unicode(var).encode(sys.getdefaultencoding(),
954 954 'backslashreplace')
955 955 vstr = vstr.replace('\n','\\n')
956 956 if len(vstr) < 50:
957 957 print vstr
958 958 else:
959 959 print vstr[:25] + "<...>" + vstr[-25:]
960 960
961 961 def magic_reset(self, parameter_s=''):
962 962 """Resets the namespace by removing all names defined by the user.
963 963
964 964 Parameters
965 965 ----------
966 966 -f : force reset without asking for confirmation.
967 967
968 968 -s : 'Soft' reset: Only clears your namespace, leaving history intact.
969 969 References to objects may be kept. By default (without this option),
970 970 we do a 'hard' reset, giving you a new session and removing all
971 971 references to objects from the current session.
972 972
973 973 Examples
974 974 --------
975 975 In [6]: a = 1
976 976
977 977 In [7]: a
978 978 Out[7]: 1
979 979
980 980 In [8]: 'a' in _ip.user_ns
981 981 Out[8]: True
982 982
983 983 In [9]: %reset -f
984 984
985 985 In [1]: 'a' in _ip.user_ns
986 986 Out[1]: False
987 987
988 988 Notes
989 989 -----
990 990 Calling this magic from clients that do not implement standard input,
991 991 such as the ipython notebook interface, will reset the namespace
992 992 without confirmation.
993 993 """
994 994 opts, args = self.parse_options(parameter_s,'sf')
995 995 if 'f' in opts:
996 996 ans = True
997 997 else:
998 998 try:
999 999 ans = self.shell.ask_yes_no(
1000 1000 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ", default='n')
1001 1001 except StdinNotImplementedError:
1002 1002 ans = True
1003 1003 if not ans:
1004 1004 print 'Nothing done.'
1005 1005 return
1006 1006
1007 1007 if 's' in opts: # Soft reset
1008 1008 user_ns = self.shell.user_ns
1009 1009 for i in self.magic_who_ls():
1010 1010 del(user_ns[i])
1011 1011
1012 1012 else: # Hard reset
1013 1013 self.shell.reset(new_session = False)
1014 1014
1015 1015
1016 1016
1017 1017 def magic_reset_selective(self, parameter_s=''):
1018 1018 """Resets the namespace by removing names defined by the user.
1019 1019
1020 1020 Input/Output history are left around in case you need them.
1021 1021
1022 1022 %reset_selective [-f] regex
1023 1023
1024 1024 No action is taken if regex is not included
1025 1025
1026 1026 Options
1027 1027 -f : force reset without asking for confirmation.
1028 1028
1029 1029 Examples
1030 1030 --------
1031 1031
1032 1032 We first fully reset the namespace so your output looks identical to
1033 1033 this example for pedagogical reasons; in practice you do not need a
1034 1034 full reset.
1035 1035
1036 1036 In [1]: %reset -f
1037 1037
1038 1038 Now, with a clean namespace we can make a few variables and use
1039 1039 %reset_selective to only delete names that match our regexp:
1040 1040
1041 1041 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1042 1042
1043 1043 In [3]: who_ls
1044 1044 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1045 1045
1046 1046 In [4]: %reset_selective -f b[2-3]m
1047 1047
1048 1048 In [5]: who_ls
1049 1049 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1050 1050
1051 1051 In [6]: %reset_selective -f d
1052 1052
1053 1053 In [7]: who_ls
1054 1054 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1055 1055
1056 1056 In [8]: %reset_selective -f c
1057 1057
1058 1058 In [9]: who_ls
1059 1059 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1060 1060
1061 1061 In [10]: %reset_selective -f b
1062 1062
1063 1063 In [11]: who_ls
1064 1064 Out[11]: ['a']
1065 1065
1066 1066 Notes
1067 1067 -----
1068 1068 Calling this magic from clients that do not implement standard input,
1069 1069 such as the ipython notebook interface, will reset the namespace
1070 1070 without confirmation.
1071 1071 """
1072 1072
1073 1073 opts, regex = self.parse_options(parameter_s,'f')
1074 1074
1075 1075 if opts.has_key('f'):
1076 1076 ans = True
1077 1077 else:
1078 1078 try:
1079 1079 ans = self.shell.ask_yes_no(
1080 1080 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ",
1081 1081 default='n')
1082 1082 except StdinNotImplementedError:
1083 1083 ans = True
1084 1084 if not ans:
1085 1085 print 'Nothing done.'
1086 1086 return
1087 1087 user_ns = self.shell.user_ns
1088 1088 if not regex:
1089 1089 print 'No regex pattern specified. Nothing done.'
1090 1090 return
1091 1091 else:
1092 1092 try:
1093 1093 m = re.compile(regex)
1094 1094 except TypeError:
1095 1095 raise TypeError('regex must be a string or compiled pattern')
1096 1096 for i in self.magic_who_ls():
1097 1097 if m.search(i):
1098 1098 del(user_ns[i])
1099 1099
1100 1100 def magic_xdel(self, parameter_s=''):
1101 1101 """Delete a variable, trying to clear it from anywhere that
1102 1102 IPython's machinery has references to it. By default, this uses
1103 1103 the identity of the named object in the user namespace to remove
1104 1104 references held under other names. The object is also removed
1105 1105 from the output history.
1106 1106
1107 1107 Options
1108 1108 -n : Delete the specified name from all namespaces, without
1109 1109 checking their identity.
1110 1110 """
1111 1111 opts, varname = self.parse_options(parameter_s,'n')
1112 1112 try:
1113 1113 self.shell.del_var(varname, ('n' in opts))
1114 1114 except (NameError, ValueError) as e:
1115 1115 print type(e).__name__ +": "+ str(e)
1116 1116
1117 1117 def magic_logstart(self,parameter_s=''):
1118 1118 """Start logging anywhere in a session.
1119 1119
1120 1120 %logstart [-o|-r|-t] [log_name [log_mode]]
1121 1121
1122 1122 If no name is given, it defaults to a file named 'ipython_log.py' in your
1123 1123 current directory, in 'rotate' mode (see below).
1124 1124
1125 1125 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1126 1126 history up to that point and then continues logging.
1127 1127
1128 1128 %logstart takes a second optional parameter: logging mode. This can be one
1129 1129 of (note that the modes are given unquoted):\\
1130 1130 append: well, that says it.\\
1131 1131 backup: rename (if exists) to name~ and start name.\\
1132 1132 global: single logfile in your home dir, appended to.\\
1133 1133 over : overwrite existing log.\\
1134 1134 rotate: create rotating logs name.1~, name.2~, etc.
1135 1135
1136 1136 Options:
1137 1137
1138 1138 -o: log also IPython's output. In this mode, all commands which
1139 1139 generate an Out[NN] prompt are recorded to the logfile, right after
1140 1140 their corresponding input line. The output lines are always
1141 1141 prepended with a '#[Out]# ' marker, so that the log remains valid
1142 1142 Python code.
1143 1143
1144 1144 Since this marker is always the same, filtering only the output from
1145 1145 a log is very easy, using for example a simple awk call:
1146 1146
1147 1147 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1148 1148
1149 1149 -r: log 'raw' input. Normally, IPython's logs contain the processed
1150 1150 input, so that user lines are logged in their final form, converted
1151 1151 into valid Python. For example, %Exit is logged as
1152 1152 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1153 1153 exactly as typed, with no transformations applied.
1154 1154
1155 1155 -t: put timestamps before each input line logged (these are put in
1156 1156 comments)."""
1157 1157
1158 1158 opts,par = self.parse_options(parameter_s,'ort')
1159 1159 log_output = 'o' in opts
1160 1160 log_raw_input = 'r' in opts
1161 1161 timestamp = 't' in opts
1162 1162
1163 1163 logger = self.shell.logger
1164 1164
1165 1165 # if no args are given, the defaults set in the logger constructor by
1166 1166 # ipython remain valid
1167 1167 if par:
1168 1168 try:
1169 1169 logfname,logmode = par.split()
1170 1170 except:
1171 1171 logfname = par
1172 1172 logmode = 'backup'
1173 1173 else:
1174 1174 logfname = logger.logfname
1175 1175 logmode = logger.logmode
1176 1176 # put logfname into rc struct as if it had been called on the command
1177 1177 # line, so it ends up saved in the log header Save it in case we need
1178 1178 # to restore it...
1179 1179 old_logfile = self.shell.logfile
1180 1180 if logfname:
1181 1181 logfname = os.path.expanduser(logfname)
1182 1182 self.shell.logfile = logfname
1183 1183
1184 1184 loghead = '# IPython log file\n\n'
1185 1185 try:
1186 1186 started = logger.logstart(logfname,loghead,logmode,
1187 1187 log_output,timestamp,log_raw_input)
1188 1188 except:
1189 1189 self.shell.logfile = old_logfile
1190 1190 warn("Couldn't start log: %s" % sys.exc_info()[1])
1191 1191 else:
1192 1192 # log input history up to this point, optionally interleaving
1193 1193 # output if requested
1194 1194
1195 1195 if timestamp:
1196 1196 # disable timestamping for the previous history, since we've
1197 1197 # lost those already (no time machine here).
1198 1198 logger.timestamp = False
1199 1199
1200 1200 if log_raw_input:
1201 1201 input_hist = self.shell.history_manager.input_hist_raw
1202 1202 else:
1203 1203 input_hist = self.shell.history_manager.input_hist_parsed
1204 1204
1205 1205 if log_output:
1206 1206 log_write = logger.log_write
1207 1207 output_hist = self.shell.history_manager.output_hist
1208 1208 for n in range(1,len(input_hist)-1):
1209 1209 log_write(input_hist[n].rstrip() + '\n')
1210 1210 if n in output_hist:
1211 1211 log_write(repr(output_hist[n]),'output')
1212 1212 else:
1213 1213 logger.log_write('\n'.join(input_hist[1:]))
1214 1214 logger.log_write('\n')
1215 1215 if timestamp:
1216 1216 # re-enable timestamping
1217 1217 logger.timestamp = True
1218 1218
1219 1219 print ('Activating auto-logging. '
1220 1220 'Current session state plus future input saved.')
1221 1221 logger.logstate()
1222 1222
1223 1223 def magic_logstop(self,parameter_s=''):
1224 1224 """Fully stop logging and close log file.
1225 1225
1226 1226 In order to start logging again, a new %logstart call needs to be made,
1227 1227 possibly (though not necessarily) with a new filename, mode and other
1228 1228 options."""
1229 1229 self.logger.logstop()
1230 1230
1231 1231 def magic_logoff(self,parameter_s=''):
1232 1232 """Temporarily stop logging.
1233 1233
1234 1234 You must have previously started logging."""
1235 1235 self.shell.logger.switch_log(0)
1236 1236
1237 1237 def magic_logon(self,parameter_s=''):
1238 1238 """Restart logging.
1239 1239
1240 1240 This function is for restarting logging which you've temporarily
1241 1241 stopped with %logoff. For starting logging for the first time, you
1242 1242 must use the %logstart function, which allows you to specify an
1243 1243 optional log filename."""
1244 1244
1245 1245 self.shell.logger.switch_log(1)
1246 1246
1247 1247 def magic_logstate(self,parameter_s=''):
1248 1248 """Print the status of the logging system."""
1249 1249
1250 1250 self.shell.logger.logstate()
1251 1251
1252 1252 def magic_pdb(self, parameter_s=''):
1253 1253 """Control the automatic calling of the pdb interactive debugger.
1254 1254
1255 1255 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1256 1256 argument it works as a toggle.
1257 1257
1258 1258 When an exception is triggered, IPython can optionally call the
1259 1259 interactive pdb debugger after the traceback printout. %pdb toggles
1260 1260 this feature on and off.
1261 1261
1262 1262 The initial state of this feature is set in your configuration
1263 1263 file (the option is ``InteractiveShell.pdb``).
1264 1264
1265 1265 If you want to just activate the debugger AFTER an exception has fired,
1266 1266 without having to type '%pdb on' and rerunning your code, you can use
1267 1267 the %debug magic."""
1268 1268
1269 1269 par = parameter_s.strip().lower()
1270 1270
1271 1271 if par:
1272 1272 try:
1273 1273 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1274 1274 except KeyError:
1275 1275 print ('Incorrect argument. Use on/1, off/0, '
1276 1276 'or nothing for a toggle.')
1277 1277 return
1278 1278 else:
1279 1279 # toggle
1280 1280 new_pdb = not self.shell.call_pdb
1281 1281
1282 1282 # set on the shell
1283 1283 self.shell.call_pdb = new_pdb
1284 1284 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1285 1285
1286 1286 def magic_debug(self, parameter_s=''):
1287 1287 """Activate the interactive debugger in post-mortem mode.
1288 1288
1289 1289 If an exception has just occurred, this lets you inspect its stack
1290 1290 frames interactively. Note that this will always work only on the last
1291 1291 traceback that occurred, so you must call this quickly after an
1292 1292 exception that you wish to inspect has fired, because if another one
1293 1293 occurs, it clobbers the previous one.
1294 1294
1295 1295 If you want IPython to automatically do this on every exception, see
1296 1296 the %pdb magic for more details.
1297 1297 """
1298 1298 self.shell.debugger(force=True)
1299 1299
1300 1300 @skip_doctest
1301 1301 def magic_prun(self, parameter_s ='',user_mode=1,
1302 1302 opts=None,arg_lst=None,prog_ns=None):
1303 1303
1304 1304 """Run a statement through the python code profiler.
1305 1305
1306 1306 Usage:
1307 1307 %prun [options] statement
1308 1308
1309 1309 The given statement (which doesn't require quote marks) is run via the
1310 1310 python profiler in a manner similar to the profile.run() function.
1311 1311 Namespaces are internally managed to work correctly; profile.run
1312 1312 cannot be used in IPython because it makes certain assumptions about
1313 1313 namespaces which do not hold under IPython.
1314 1314
1315 1315 Options:
1316 1316
1317 1317 -l <limit>: you can place restrictions on what or how much of the
1318 1318 profile gets printed. The limit value can be:
1319 1319
1320 1320 * A string: only information for function names containing this string
1321 1321 is printed.
1322 1322
1323 1323 * An integer: only these many lines are printed.
1324 1324
1325 1325 * A float (between 0 and 1): this fraction of the report is printed
1326 1326 (for example, use a limit of 0.4 to see the topmost 40% only).
1327 1327
1328 1328 You can combine several limits with repeated use of the option. For
1329 1329 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1330 1330 information about class constructors.
1331 1331
1332 1332 -r: return the pstats.Stats object generated by the profiling. This
1333 1333 object has all the information about the profile in it, and you can
1334 1334 later use it for further analysis or in other functions.
1335 1335
1336 1336 -s <key>: sort profile by given key. You can provide more than one key
1337 1337 by using the option several times: '-s key1 -s key2 -s key3...'. The
1338 1338 default sorting key is 'time'.
1339 1339
1340 1340 The following is copied verbatim from the profile documentation
1341 1341 referenced below:
1342 1342
1343 1343 When more than one key is provided, additional keys are used as
1344 1344 secondary criteria when the there is equality in all keys selected
1345 1345 before them.
1346 1346
1347 1347 Abbreviations can be used for any key names, as long as the
1348 1348 abbreviation is unambiguous. The following are the keys currently
1349 1349 defined:
1350 1350
1351 1351 Valid Arg Meaning
1352 1352 "calls" call count
1353 1353 "cumulative" cumulative time
1354 1354 "file" file name
1355 1355 "module" file name
1356 1356 "pcalls" primitive call count
1357 1357 "line" line number
1358 1358 "name" function name
1359 1359 "nfl" name/file/line
1360 1360 "stdname" standard name
1361 1361 "time" internal time
1362 1362
1363 1363 Note that all sorts on statistics are in descending order (placing
1364 1364 most time consuming items first), where as name, file, and line number
1365 1365 searches are in ascending order (i.e., alphabetical). The subtle
1366 1366 distinction between "nfl" and "stdname" is that the standard name is a
1367 1367 sort of the name as printed, which means that the embedded line
1368 1368 numbers get compared in an odd way. For example, lines 3, 20, and 40
1369 1369 would (if the file names were the same) appear in the string order
1370 1370 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1371 1371 line numbers. In fact, sort_stats("nfl") is the same as
1372 1372 sort_stats("name", "file", "line").
1373 1373
1374 1374 -T <filename>: save profile results as shown on screen to a text
1375 1375 file. The profile is still shown on screen.
1376 1376
1377 1377 -D <filename>: save (via dump_stats) profile statistics to given
1378 1378 filename. This data is in a format understood by the pstats module, and
1379 1379 is generated by a call to the dump_stats() method of profile
1380 1380 objects. The profile is still shown on screen.
1381 1381
1382 1382 -q: suppress output to the pager. Best used with -T and/or -D above.
1383 1383
1384 1384 If you want to run complete programs under the profiler's control, use
1385 1385 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1386 1386 contains profiler specific options as described here.
1387 1387
1388 1388 You can read the complete documentation for the profile module with::
1389 1389
1390 1390 In [1]: import profile; profile.help()
1391 1391 """
1392 1392
1393 1393 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1394 1394
1395 1395 if user_mode: # regular user call
1396 1396 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:q',
1397 1397 list_all=1, posix=False)
1398 1398 namespace = self.shell.user_ns
1399 1399 else: # called to run a program by %run -p
1400 1400 try:
1401 1401 filename = get_py_filename(arg_lst[0])
1402 1402 except IOError as e:
1403 1403 try:
1404 1404 msg = str(e)
1405 1405 except UnicodeError:
1406 1406 msg = e.message
1407 1407 error(msg)
1408 1408 return
1409 1409
1410 1410 arg_str = 'execfile(filename,prog_ns)'
1411 1411 namespace = {
1412 1412 'execfile': self.shell.safe_execfile,
1413 1413 'prog_ns': prog_ns,
1414 1414 'filename': filename
1415 1415 }
1416 1416
1417 1417 opts.merge(opts_def)
1418 1418
1419 1419 prof = profile.Profile()
1420 1420 try:
1421 1421 prof = prof.runctx(arg_str,namespace,namespace)
1422 1422 sys_exit = ''
1423 1423 except SystemExit:
1424 1424 sys_exit = """*** SystemExit exception caught in code being profiled."""
1425 1425
1426 1426 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1427 1427
1428 1428 lims = opts.l
1429 1429 if lims:
1430 1430 lims = [] # rebuild lims with ints/floats/strings
1431 1431 for lim in opts.l:
1432 1432 try:
1433 1433 lims.append(int(lim))
1434 1434 except ValueError:
1435 1435 try:
1436 1436 lims.append(float(lim))
1437 1437 except ValueError:
1438 1438 lims.append(lim)
1439 1439
1440 1440 # Trap output.
1441 1441 stdout_trap = StringIO()
1442 1442
1443 1443 if hasattr(stats,'stream'):
1444 1444 # In newer versions of python, the stats object has a 'stream'
1445 1445 # attribute to write into.
1446 1446 stats.stream = stdout_trap
1447 1447 stats.print_stats(*lims)
1448 1448 else:
1449 1449 # For older versions, we manually redirect stdout during printing
1450 1450 sys_stdout = sys.stdout
1451 1451 try:
1452 1452 sys.stdout = stdout_trap
1453 1453 stats.print_stats(*lims)
1454 1454 finally:
1455 1455 sys.stdout = sys_stdout
1456 1456
1457 1457 output = stdout_trap.getvalue()
1458 1458 output = output.rstrip()
1459 1459
1460 1460 if 'q' not in opts:
1461 1461 page.page(output)
1462 1462 print sys_exit,
1463 1463
1464 1464 dump_file = opts.D[0]
1465 1465 text_file = opts.T[0]
1466 1466 if dump_file:
1467 1467 dump_file = unquote_filename(dump_file)
1468 1468 prof.dump_stats(dump_file)
1469 1469 print '\n*** Profile stats marshalled to file',\
1470 1470 `dump_file`+'.',sys_exit
1471 1471 if text_file:
1472 1472 text_file = unquote_filename(text_file)
1473 1473 pfile = file(text_file,'w')
1474 1474 pfile.write(output)
1475 1475 pfile.close()
1476 1476 print '\n*** Profile printout saved to text file',\
1477 1477 `text_file`+'.',sys_exit
1478 1478
1479 1479 if opts.has_key('r'):
1480 1480 return stats
1481 1481 else:
1482 1482 return None
1483 1483
1484 1484 @skip_doctest
1485 1485 def magic_run(self, parameter_s ='', runner=None,
1486 1486 file_finder=get_py_filename):
1487 1487 """Run the named file inside IPython as a program.
1488 1488
1489 1489 Usage:\\
1490 1490 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1491 1491
1492 1492 Parameters after the filename are passed as command-line arguments to
1493 1493 the program (put in sys.argv). Then, control returns to IPython's
1494 1494 prompt.
1495 1495
1496 1496 This is similar to running at a system prompt:\\
1497 1497 $ python file args\\
1498 1498 but with the advantage of giving you IPython's tracebacks, and of
1499 1499 loading all variables into your interactive namespace for further use
1500 1500 (unless -p is used, see below).
1501 1501
1502 1502 The file is executed in a namespace initially consisting only of
1503 1503 __name__=='__main__' and sys.argv constructed as indicated. It thus
1504 1504 sees its environment as if it were being run as a stand-alone program
1505 1505 (except for sharing global objects such as previously imported
1506 1506 modules). But after execution, the IPython interactive namespace gets
1507 1507 updated with all variables defined in the program (except for __name__
1508 1508 and sys.argv). This allows for very convenient loading of code for
1509 1509 interactive work, while giving each program a 'clean sheet' to run in.
1510 1510
1511 1511 Options:
1512 1512
1513 1513 -n: __name__ is NOT set to '__main__', but to the running file's name
1514 1514 without extension (as python does under import). This allows running
1515 1515 scripts and reloading the definitions in them without calling code
1516 1516 protected by an ' if __name__ == "__main__" ' clause.
1517 1517
1518 1518 -i: run the file in IPython's namespace instead of an empty one. This
1519 1519 is useful if you are experimenting with code written in a text editor
1520 1520 which depends on variables defined interactively.
1521 1521
1522 1522 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1523 1523 being run. This is particularly useful if IPython is being used to
1524 1524 run unittests, which always exit with a sys.exit() call. In such
1525 1525 cases you are interested in the output of the test results, not in
1526 1526 seeing a traceback of the unittest module.
1527 1527
1528 1528 -t: print timing information at the end of the run. IPython will give
1529 1529 you an estimated CPU time consumption for your script, which under
1530 1530 Unix uses the resource module to avoid the wraparound problems of
1531 1531 time.clock(). Under Unix, an estimate of time spent on system tasks
1532 1532 is also given (for Windows platforms this is reported as 0.0).
1533 1533
1534 1534 If -t is given, an additional -N<N> option can be given, where <N>
1535 1535 must be an integer indicating how many times you want the script to
1536 1536 run. The final timing report will include total and per run results.
1537 1537
1538 1538 For example (testing the script uniq_stable.py):
1539 1539
1540 1540 In [1]: run -t uniq_stable
1541 1541
1542 1542 IPython CPU timings (estimated):\\
1543 1543 User : 0.19597 s.\\
1544 1544 System: 0.0 s.\\
1545 1545
1546 1546 In [2]: run -t -N5 uniq_stable
1547 1547
1548 1548 IPython CPU timings (estimated):\\
1549 1549 Total runs performed: 5\\
1550 1550 Times : Total Per run\\
1551 1551 User : 0.910862 s, 0.1821724 s.\\
1552 1552 System: 0.0 s, 0.0 s.
1553 1553
1554 1554 -d: run your program under the control of pdb, the Python debugger.
1555 1555 This allows you to execute your program step by step, watch variables,
1556 1556 etc. Internally, what IPython does is similar to calling:
1557 1557
1558 1558 pdb.run('execfile("YOURFILENAME")')
1559 1559
1560 1560 with a breakpoint set on line 1 of your file. You can change the line
1561 1561 number for this automatic breakpoint to be <N> by using the -bN option
1562 1562 (where N must be an integer). For example:
1563 1563
1564 1564 %run -d -b40 myscript
1565 1565
1566 1566 will set the first breakpoint at line 40 in myscript.py. Note that
1567 1567 the first breakpoint must be set on a line which actually does
1568 1568 something (not a comment or docstring) for it to stop execution.
1569 1569
1570 1570 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1571 1571 first enter 'c' (without quotes) to start execution up to the first
1572 1572 breakpoint.
1573 1573
1574 1574 Entering 'help' gives information about the use of the debugger. You
1575 1575 can easily see pdb's full documentation with "import pdb;pdb.help()"
1576 1576 at a prompt.
1577 1577
1578 1578 -p: run program under the control of the Python profiler module (which
1579 1579 prints a detailed report of execution times, function calls, etc).
1580 1580
1581 1581 You can pass other options after -p which affect the behavior of the
1582 1582 profiler itself. See the docs for %prun for details.
1583 1583
1584 1584 In this mode, the program's variables do NOT propagate back to the
1585 1585 IPython interactive namespace (because they remain in the namespace
1586 1586 where the profiler executes them).
1587 1587
1588 1588 Internally this triggers a call to %prun, see its documentation for
1589 1589 details on the options available specifically for profiling.
1590 1590
1591 1591 There is one special usage for which the text above doesn't apply:
1592 1592 if the filename ends with .ipy, the file is run as ipython script,
1593 1593 just as if the commands were written on IPython prompt.
1594 1594
1595 1595 -m: specify module name to load instead of script path. Similar to
1596 1596 the -m option for the python interpreter. Use this option last if you
1597 1597 want to combine with other %run options. Unlike the python interpreter
1598 1598 only source modules are allowed no .pyc or .pyo files.
1599 1599 For example:
1600 1600
1601 1601 %run -m example
1602 1602
1603 1603 will run the example module.
1604 1604
1605 1605 """
1606 1606
1607 1607 # get arguments and set sys.argv for program to be run.
1608 1608 opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:',
1609 1609 mode='list', list_all=1)
1610 1610 if "m" in opts:
1611 1611 modulename = opts["m"][0]
1612 1612 modpath = find_mod(modulename)
1613 1613 if modpath is None:
1614 1614 warn('%r is not a valid modulename on sys.path'%modulename)
1615 1615 return
1616 1616 arg_lst = [modpath] + arg_lst
1617 1617 try:
1618 1618 filename = file_finder(arg_lst[0])
1619 1619 except IndexError:
1620 1620 warn('you must provide at least a filename.')
1621 1621 print '\n%run:\n', oinspect.getdoc(self.magic_run)
1622 1622 return
1623 1623 except IOError as e:
1624 1624 try:
1625 1625 msg = str(e)
1626 1626 except UnicodeError:
1627 1627 msg = e.message
1628 1628 error(msg)
1629 1629 return
1630 1630
1631 1631 if filename.lower().endswith('.ipy'):
1632 1632 self.shell.safe_execfile_ipy(filename)
1633 1633 return
1634 1634
1635 1635 # Control the response to exit() calls made by the script being run
1636 1636 exit_ignore = 'e' in opts
1637 1637
1638 1638 # Make sure that the running script gets a proper sys.argv as if it
1639 1639 # were run from a system shell.
1640 1640 save_argv = sys.argv # save it for later restoring
1641 1641
1642 1642 # simulate shell expansion on arguments, at least tilde expansion
1643 1643 args = [ os.path.expanduser(a) for a in arg_lst[1:] ]
1644 1644
1645 1645 sys.argv = [filename] + args # put in the proper filename
1646 1646 # protect sys.argv from potential unicode strings on Python 2:
1647 1647 if not py3compat.PY3:
1648 1648 sys.argv = [ py3compat.cast_bytes(a) for a in sys.argv ]
1649 1649
1650 1650 if 'i' in opts:
1651 1651 # Run in user's interactive namespace
1652 1652 prog_ns = self.shell.user_ns
1653 1653 __name__save = self.shell.user_ns['__name__']
1654 1654 prog_ns['__name__'] = '__main__'
1655 1655 main_mod = self.shell.new_main_mod(prog_ns)
1656 1656 else:
1657 1657 # Run in a fresh, empty namespace
1658 1658 if 'n' in opts:
1659 1659 name = os.path.splitext(os.path.basename(filename))[0]
1660 1660 else:
1661 1661 name = '__main__'
1662 1662
1663 1663 main_mod = self.shell.new_main_mod()
1664 1664 prog_ns = main_mod.__dict__
1665 1665 prog_ns['__name__'] = name
1666 1666
1667 1667 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1668 1668 # set the __file__ global in the script's namespace
1669 1669 prog_ns['__file__'] = filename
1670 1670
1671 1671 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1672 1672 # that, if we overwrite __main__, we replace it at the end
1673 1673 main_mod_name = prog_ns['__name__']
1674 1674
1675 1675 if main_mod_name == '__main__':
1676 1676 restore_main = sys.modules['__main__']
1677 1677 else:
1678 1678 restore_main = False
1679 1679
1680 1680 # This needs to be undone at the end to prevent holding references to
1681 1681 # every single object ever created.
1682 1682 sys.modules[main_mod_name] = main_mod
1683 1683
1684 1684 try:
1685 1685 stats = None
1686 1686 with self.readline_no_record:
1687 1687 if 'p' in opts:
1688 1688 stats = self.magic_prun('', 0, opts, arg_lst, prog_ns)
1689 1689 else:
1690 1690 if 'd' in opts:
1691 1691 deb = debugger.Pdb(self.shell.colors)
1692 1692 # reset Breakpoint state, which is moronically kept
1693 1693 # in a class
1694 1694 bdb.Breakpoint.next = 1
1695 1695 bdb.Breakpoint.bplist = {}
1696 1696 bdb.Breakpoint.bpbynumber = [None]
1697 1697 # Set an initial breakpoint to stop execution
1698 1698 maxtries = 10
1699 1699 bp = int(opts.get('b', [1])[0])
1700 1700 checkline = deb.checkline(filename, bp)
1701 1701 if not checkline:
1702 1702 for bp in range(bp + 1, bp + maxtries + 1):
1703 1703 if deb.checkline(filename, bp):
1704 1704 break
1705 1705 else:
1706 1706 msg = ("\nI failed to find a valid line to set "
1707 1707 "a breakpoint\n"
1708 1708 "after trying up to line: %s.\n"
1709 1709 "Please set a valid breakpoint manually "
1710 1710 "with the -b option." % bp)
1711 1711 error(msg)
1712 1712 return
1713 1713 # if we find a good linenumber, set the breakpoint
1714 1714 deb.do_break('%s:%s' % (filename, bp))
1715 1715 # Start file run
1716 1716 print "NOTE: Enter 'c' at the",
1717 1717 print "%s prompt to start your script." % deb.prompt
1718 1718 ns = {'execfile': py3compat.execfile, 'prog_ns': prog_ns}
1719 1719 try:
1720 1720 deb.run('execfile("%s", prog_ns)' % filename, ns)
1721 1721
1722 1722 except:
1723 1723 etype, value, tb = sys.exc_info()
1724 1724 # Skip three frames in the traceback: the %run one,
1725 1725 # one inside bdb.py, and the command-line typed by the
1726 1726 # user (run by exec in pdb itself).
1727 1727 self.shell.InteractiveTB(etype, value, tb, tb_offset=3)
1728 1728 else:
1729 1729 if runner is None:
1730 1730 runner = self.shell.safe_execfile
1731 1731 if 't' in opts:
1732 1732 # timed execution
1733 1733 try:
1734 1734 nruns = int(opts['N'][0])
1735 1735 if nruns < 1:
1736 1736 error('Number of runs must be >=1')
1737 1737 return
1738 1738 except (KeyError):
1739 1739 nruns = 1
1740 1740 twall0 = time.time()
1741 1741 if nruns == 1:
1742 1742 t0 = clock2()
1743 1743 runner(filename, prog_ns, prog_ns,
1744 1744 exit_ignore=exit_ignore)
1745 1745 t1 = clock2()
1746 1746 t_usr = t1[0] - t0[0]
1747 1747 t_sys = t1[1] - t0[1]
1748 1748 print "\nIPython CPU timings (estimated):"
1749 1749 print " User : %10.2f s." % t_usr
1750 1750 print " System : %10.2f s." % t_sys
1751 1751 else:
1752 1752 runs = range(nruns)
1753 1753 t0 = clock2()
1754 1754 for nr in runs:
1755 1755 runner(filename, prog_ns, prog_ns,
1756 1756 exit_ignore=exit_ignore)
1757 1757 t1 = clock2()
1758 1758 t_usr = t1[0] - t0[0]
1759 1759 t_sys = t1[1] - t0[1]
1760 1760 print "\nIPython CPU timings (estimated):"
1761 1761 print "Total runs performed:", nruns
1762 1762 print " Times : %10.2f %10.2f" % ('Total', 'Per run')
1763 1763 print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns)
1764 1764 print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns)
1765 1765 twall1 = time.time()
1766 1766 print "Wall time: %10.2f s." % (twall1 - twall0)
1767 1767
1768 1768 else:
1769 1769 # regular execution
1770 1770 runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore)
1771 1771
1772 1772 if 'i' in opts:
1773 1773 self.shell.user_ns['__name__'] = __name__save
1774 1774 else:
1775 1775 # The shell MUST hold a reference to prog_ns so after %run
1776 1776 # exits, the python deletion mechanism doesn't zero it out
1777 1777 # (leaving dangling references).
1778 1778 self.shell.cache_main_mod(prog_ns, filename)
1779 1779 # update IPython interactive namespace
1780 1780
1781 1781 # Some forms of read errors on the file may mean the
1782 1782 # __name__ key was never set; using pop we don't have to
1783 1783 # worry about a possible KeyError.
1784 1784 prog_ns.pop('__name__', None)
1785 1785
1786 1786 self.shell.user_ns.update(prog_ns)
1787 1787 finally:
1788 1788 # It's a bit of a mystery why, but __builtins__ can change from
1789 1789 # being a module to becoming a dict missing some key data after
1790 1790 # %run. As best I can see, this is NOT something IPython is doing
1791 1791 # at all, and similar problems have been reported before:
1792 1792 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1793 1793 # Since this seems to be done by the interpreter itself, the best
1794 1794 # we can do is to at least restore __builtins__ for the user on
1795 1795 # exit.
1796 1796 self.shell.user_ns['__builtins__'] = builtin_mod
1797 1797
1798 1798 # Ensure key global structures are restored
1799 1799 sys.argv = save_argv
1800 1800 if restore_main:
1801 1801 sys.modules['__main__'] = restore_main
1802 1802 else:
1803 1803 # Remove from sys.modules the reference to main_mod we'd
1804 1804 # added. Otherwise it will trap references to objects
1805 1805 # contained therein.
1806 1806 del sys.modules[main_mod_name]
1807 1807
1808 1808 return stats
1809 1809
1810 1810 @skip_doctest
1811 1811 def magic_timeit(self, parameter_s =''):
1812 1812 """Time execution of a Python statement or expression
1813 1813
1814 1814 Usage:\\
1815 1815 %timeit [-n<N> -r<R> [-t|-c]] statement
1816 1816
1817 1817 Time execution of a Python statement or expression using the timeit
1818 1818 module.
1819 1819
1820 1820 Options:
1821 1821 -n<N>: execute the given statement <N> times in a loop. If this value
1822 1822 is not given, a fitting value is chosen.
1823 1823
1824 1824 -r<R>: repeat the loop iteration <R> times and take the best result.
1825 1825 Default: 3
1826 1826
1827 1827 -t: use time.time to measure the time, which is the default on Unix.
1828 1828 This function measures wall time.
1829 1829
1830 1830 -c: use time.clock to measure the time, which is the default on
1831 1831 Windows and measures wall time. On Unix, resource.getrusage is used
1832 1832 instead and returns the CPU user time.
1833 1833
1834 1834 -p<P>: use a precision of <P> digits to display the timing result.
1835 1835 Default: 3
1836 1836
1837 1837
1838 1838 Examples:
1839 1839
1840 1840 In [1]: %timeit pass
1841 1841 10000000 loops, best of 3: 53.3 ns per loop
1842 1842
1843 1843 In [2]: u = None
1844 1844
1845 1845 In [3]: %timeit u is None
1846 1846 10000000 loops, best of 3: 184 ns per loop
1847 1847
1848 1848 In [4]: %timeit -r 4 u == None
1849 1849 1000000 loops, best of 4: 242 ns per loop
1850 1850
1851 1851 In [5]: import time
1852 1852
1853 1853 In [6]: %timeit -n1 time.sleep(2)
1854 1854 1 loops, best of 3: 2 s per loop
1855 1855
1856 1856
1857 1857 The times reported by %timeit will be slightly higher than those
1858 1858 reported by the timeit.py script when variables are accessed. This is
1859 1859 due to the fact that %timeit executes the statement in the namespace
1860 1860 of the shell, compared with timeit.py, which uses a single setup
1861 1861 statement to import function or create variables. Generally, the bias
1862 1862 does not matter as long as results from timeit.py are not mixed with
1863 1863 those from %timeit."""
1864 1864
1865 1865 import timeit
1866 1866 import math
1867 1867
1868 1868 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1869 1869 # certain terminals. Until we figure out a robust way of
1870 1870 # auto-detecting if the terminal can deal with it, use plain 'us' for
1871 1871 # microseconds. I am really NOT happy about disabling the proper
1872 1872 # 'micro' prefix, but crashing is worse... If anyone knows what the
1873 1873 # right solution for this is, I'm all ears...
1874 1874 #
1875 1875 # Note: using
1876 1876 #
1877 1877 # s = u'\xb5'
1878 1878 # s.encode(sys.getdefaultencoding())
1879 1879 #
1880 1880 # is not sufficient, as I've seen terminals where that fails but
1881 1881 # print s
1882 1882 #
1883 1883 # succeeds
1884 1884 #
1885 1885 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1886 1886
1887 1887 #units = [u"s", u"ms",u'\xb5',"ns"]
1888 1888 units = [u"s", u"ms",u'us',"ns"]
1889 1889
1890 1890 scaling = [1, 1e3, 1e6, 1e9]
1891 1891
1892 1892 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1893 1893 posix=False, strict=False)
1894 1894 if stmt == "":
1895 1895 return
1896 1896 timefunc = timeit.default_timer
1897 1897 number = int(getattr(opts, "n", 0))
1898 1898 repeat = int(getattr(opts, "r", timeit.default_repeat))
1899 1899 precision = int(getattr(opts, "p", 3))
1900 1900 if hasattr(opts, "t"):
1901 1901 timefunc = time.time
1902 1902 if hasattr(opts, "c"):
1903 1903 timefunc = clock
1904 1904
1905 1905 timer = timeit.Timer(timer=timefunc)
1906 1906 # this code has tight coupling to the inner workings of timeit.Timer,
1907 1907 # but is there a better way to achieve that the code stmt has access
1908 1908 # to the shell namespace?
1909 1909
1910 1910 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1911 1911 'setup': "pass"}
1912 1912 # Track compilation time so it can be reported if too long
1913 1913 # Minimum time above which compilation time will be reported
1914 1914 tc_min = 0.1
1915 1915
1916 1916 t0 = clock()
1917 1917 code = compile(src, "<magic-timeit>", "exec")
1918 1918 tc = clock()-t0
1919 1919
1920 1920 ns = {}
1921 1921 exec code in self.shell.user_ns, ns
1922 1922 timer.inner = ns["inner"]
1923 1923
1924 1924 if number == 0:
1925 1925 # determine number so that 0.2 <= total time < 2.0
1926 1926 number = 1
1927 1927 for i in range(1, 10):
1928 1928 if timer.timeit(number) >= 0.2:
1929 1929 break
1930 1930 number *= 10
1931 1931
1932 1932 best = min(timer.repeat(repeat, number)) / number
1933 1933
1934 1934 if best > 0.0 and best < 1000.0:
1935 1935 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1936 1936 elif best >= 1000.0:
1937 1937 order = 0
1938 1938 else:
1939 1939 order = 3
1940 1940 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1941 1941 precision,
1942 1942 best * scaling[order],
1943 1943 units[order])
1944 1944 if tc > tc_min:
1945 1945 print "Compiler time: %.2f s" % tc
1946 1946
1947 1947 @skip_doctest
1948 1948 @needs_local_scope
1949 1949 def magic_time(self,parameter_s = ''):
1950 1950 """Time execution of a Python statement or expression.
1951 1951
1952 1952 The CPU and wall clock times are printed, and the value of the
1953 1953 expression (if any) is returned. Note that under Win32, system time
1954 1954 is always reported as 0, since it can not be measured.
1955 1955
1956 1956 This function provides very basic timing functionality. In Python
1957 1957 2.3, the timeit module offers more control and sophistication, so this
1958 1958 could be rewritten to use it (patches welcome).
1959 1959
1960 1960 Some examples:
1961 1961
1962 1962 In [1]: time 2**128
1963 1963 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1964 1964 Wall time: 0.00
1965 1965 Out[1]: 340282366920938463463374607431768211456L
1966 1966
1967 1967 In [2]: n = 1000000
1968 1968
1969 1969 In [3]: time sum(range(n))
1970 1970 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1971 1971 Wall time: 1.37
1972 1972 Out[3]: 499999500000L
1973 1973
1974 1974 In [4]: time print 'hello world'
1975 1975 hello world
1976 1976 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1977 1977 Wall time: 0.00
1978 1978
1979 1979 Note that the time needed by Python to compile the given expression
1980 1980 will be reported if it is more than 0.1s. In this example, the
1981 1981 actual exponentiation is done by Python at compilation time, so while
1982 1982 the expression can take a noticeable amount of time to compute, that
1983 1983 time is purely due to the compilation:
1984 1984
1985 1985 In [5]: time 3**9999;
1986 1986 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1987 1987 Wall time: 0.00 s
1988 1988
1989 1989 In [6]: time 3**999999;
1990 1990 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1991 1991 Wall time: 0.00 s
1992 1992 Compiler : 0.78 s
1993 1993 """
1994 1994
1995 1995 # fail immediately if the given expression can't be compiled
1996 1996
1997 1997 expr = self.shell.prefilter(parameter_s,False)
1998 1998
1999 1999 # Minimum time above which compilation time will be reported
2000 2000 tc_min = 0.1
2001 2001
2002 2002 try:
2003 2003 mode = 'eval'
2004 2004 t0 = clock()
2005 2005 code = compile(expr,'<timed eval>',mode)
2006 2006 tc = clock()-t0
2007 2007 except SyntaxError:
2008 2008 mode = 'exec'
2009 2009 t0 = clock()
2010 2010 code = compile(expr,'<timed exec>',mode)
2011 2011 tc = clock()-t0
2012 2012 # skew measurement as little as possible
2013 2013 glob = self.shell.user_ns
2014 2014 locs = self._magic_locals
2015 2015 clk = clock2
2016 2016 wtime = time.time
2017 2017 # time execution
2018 2018 wall_st = wtime()
2019 2019 if mode=='eval':
2020 2020 st = clk()
2021 2021 out = eval(code, glob, locs)
2022 2022 end = clk()
2023 2023 else:
2024 2024 st = clk()
2025 2025 exec code in glob, locs
2026 2026 end = clk()
2027 2027 out = None
2028 2028 wall_end = wtime()
2029 2029 # Compute actual times and report
2030 2030 wall_time = wall_end-wall_st
2031 2031 cpu_user = end[0]-st[0]
2032 2032 cpu_sys = end[1]-st[1]
2033 2033 cpu_tot = cpu_user+cpu_sys
2034 2034 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
2035 2035 (cpu_user,cpu_sys,cpu_tot)
2036 2036 print "Wall time: %.2f s" % wall_time
2037 2037 if tc > tc_min:
2038 2038 print "Compiler : %.2f s" % tc
2039 2039 return out
2040 2040
2041 2041 @skip_doctest
2042 2042 def magic_macro(self,parameter_s = ''):
2043 2043 """Define a macro for future re-execution. It accepts ranges of history,
2044 2044 filenames or string objects.
2045 2045
2046 2046 Usage:\\
2047 2047 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
2048 2048
2049 2049 Options:
2050 2050
2051 2051 -r: use 'raw' input. By default, the 'processed' history is used,
2052 2052 so that magics are loaded in their transformed version to valid
2053 2053 Python. If this option is given, the raw input as typed as the
2054 2054 command line is used instead.
2055 2055
2056 2056 This will define a global variable called `name` which is a string
2057 2057 made of joining the slices and lines you specify (n1,n2,... numbers
2058 2058 above) from your input history into a single string. This variable
2059 2059 acts like an automatic function which re-executes those lines as if
2060 2060 you had typed them. You just type 'name' at the prompt and the code
2061 2061 executes.
2062 2062
2063 2063 The syntax for indicating input ranges is described in %history.
2064 2064
2065 2065 Note: as a 'hidden' feature, you can also use traditional python slice
2066 2066 notation, where N:M means numbers N through M-1.
2067 2067
2068 2068 For example, if your history contains (%hist prints it):
2069 2069
2070 2070 44: x=1
2071 2071 45: y=3
2072 2072 46: z=x+y
2073 2073 47: print x
2074 2074 48: a=5
2075 2075 49: print 'x',x,'y',y
2076 2076
2077 2077 you can create a macro with lines 44 through 47 (included) and line 49
2078 2078 called my_macro with:
2079 2079
2080 2080 In [55]: %macro my_macro 44-47 49
2081 2081
2082 2082 Now, typing `my_macro` (without quotes) will re-execute all this code
2083 2083 in one pass.
2084 2084
2085 2085 You don't need to give the line-numbers in order, and any given line
2086 2086 number can appear multiple times. You can assemble macros with any
2087 2087 lines from your input history in any order.
2088 2088
2089 2089 The macro is a simple object which holds its value in an attribute,
2090 2090 but IPython's display system checks for macros and executes them as
2091 2091 code instead of printing them when you type their name.
2092 2092
2093 2093 You can view a macro's contents by explicitly printing it with:
2094 2094
2095 2095 'print macro_name'.
2096 2096
2097 2097 """
2098 2098 opts,args = self.parse_options(parameter_s,'r',mode='list')
2099 2099 if not args: # List existing macros
2100 2100 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2101 2101 isinstance(v, Macro))
2102 2102 if len(args) == 1:
2103 2103 raise UsageError(
2104 2104 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2105 2105 name, codefrom = args[0], " ".join(args[1:])
2106 2106
2107 2107 #print 'rng',ranges # dbg
2108 2108 try:
2109 2109 lines = self.shell.find_user_code(codefrom, 'r' in opts)
2110 2110 except (ValueError, TypeError) as e:
2111 2111 print e.args[0]
2112 2112 return
2113 2113 macro = Macro(lines)
2114 2114 self.shell.define_macro(name, macro)
2115 2115 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2116 2116 print '=== Macro contents: ==='
2117 2117 print macro,
2118 2118
2119 2119 def magic_save(self,parameter_s = ''):
2120 2120 """Save a set of lines or a macro to a given filename.
2121 2121
2122 2122 Usage:\\
2123 2123 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2124 2124
2125 2125 Options:
2126 2126
2127 2127 -r: use 'raw' input. By default, the 'processed' history is used,
2128 2128 so that magics are loaded in their transformed version to valid
2129 2129 Python. If this option is given, the raw input as typed as the
2130 2130 command line is used instead.
2131 2131
2132 2132 This function uses the same syntax as %history for input ranges,
2133 2133 then saves the lines to the filename you specify.
2134 2134
2135 2135 It adds a '.py' extension to the file if you don't do so yourself, and
2136 2136 it asks for confirmation before overwriting existing files."""
2137 2137
2138 2138 opts,args = self.parse_options(parameter_s,'r',mode='list')
2139 2139 fname, codefrom = unquote_filename(args[0]), " ".join(args[1:])
2140 2140 if not fname.endswith('.py'):
2141 2141 fname += '.py'
2142 2142 if os.path.isfile(fname):
2143 2143 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2144 2144 if ans.lower() not in ['y','yes']:
2145 2145 print 'Operation cancelled.'
2146 2146 return
2147 2147 try:
2148 2148 cmds = self.shell.find_user_code(codefrom, 'r' in opts)
2149 2149 except (TypeError, ValueError) as e:
2150 2150 print e.args[0]
2151 2151 return
2152 2152 with py3compat.open(fname,'w', encoding="utf-8") as f:
2153 2153 f.write(u"# coding: utf-8\n")
2154 2154 f.write(py3compat.cast_unicode(cmds))
2155 2155 print 'The following commands were written to file `%s`:' % fname
2156 2156 print cmds
2157 2157
2158 2158 def magic_pastebin(self, parameter_s = ''):
2159 2159 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2160 2160 try:
2161 2161 code = self.shell.find_user_code(parameter_s)
2162 2162 except (ValueError, TypeError) as e:
2163 2163 print e.args[0]
2164 2164 return
2165 2165 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2166 2166 id = pbserver.pastes.newPaste("python", code)
2167 2167 return "http://paste.pocoo.org/show/" + id
2168 2168
2169 2169 def magic_loadpy(self, arg_s):
2170 2170 """Load a .py python script into the GUI console.
2171 2171
2172 2172 This magic command can either take a local filename or a url::
2173 2173
2174 2174 %loadpy myscript.py
2175 2175 %loadpy http://www.example.com/myscript.py
2176 2176 """
2177 2177 arg_s = unquote_filename(arg_s)
2178 2178 remote_url = arg_s.startswith(('http://', 'https://'))
2179 2179 local_url = not remote_url
2180 2180 if local_url and not arg_s.endswith('.py'):
2181 2181 # Local files must be .py; for remote URLs it's possible that the
2182 2182 # fetch URL doesn't have a .py in it (many servers have an opaque
2183 2183 # URL, such as scipy-central.org).
2184 2184 raise ValueError('%%load only works with .py files: %s' % arg_s)
2185 2185 if remote_url:
2186 2186 import urllib2
2187 2187 fileobj = urllib2.urlopen(arg_s)
2188 2188 # While responses have a .info().getencoding() way of asking for
2189 2189 # their encoding, in *many* cases the return value is bogus. In
2190 2190 # the wild, servers serving utf-8 but declaring latin-1 are
2191 2191 # extremely common, as the old HTTP standards specify latin-1 as
2192 2192 # the default but many modern filesystems use utf-8. So we can NOT
2193 2193 # rely on the headers. Short of building complex encoding-guessing
2194 2194 # logic, going with utf-8 is a simple solution likely to be right
2195 2195 # in most real-world cases.
2196 2196 linesource = fileobj.read().decode('utf-8', 'replace').splitlines()
2197 2197 fileobj.close()
2198 2198 else:
2199 2199 with open(arg_s) as fileobj:
2200 2200 linesource = fileobj.read().splitlines()
2201 2201
2202 2202 # Strip out encoding declarations
2203 2203 lines = [l for l in linesource if not _encoding_declaration_re.match(l)]
2204 2204
2205 2205 self.set_next_input(os.linesep.join(lines))
2206 2206
2207 2207 def _find_edit_target(self, args, opts, last_call):
2208 2208 """Utility method used by magic_edit to find what to edit."""
2209 2209
2210 2210 def make_filename(arg):
2211 2211 "Make a filename from the given args"
2212 2212 arg = unquote_filename(arg)
2213 2213 try:
2214 2214 filename = get_py_filename(arg)
2215 2215 except IOError:
2216 2216 # If it ends with .py but doesn't already exist, assume we want
2217 2217 # a new file.
2218 2218 if arg.endswith('.py'):
2219 2219 filename = arg
2220 2220 else:
2221 2221 filename = None
2222 2222 return filename
2223 2223
2224 2224 # Set a few locals from the options for convenience:
2225 2225 opts_prev = 'p' in opts
2226 2226 opts_raw = 'r' in opts
2227 2227
2228 2228 # custom exceptions
2229 2229 class DataIsObject(Exception): pass
2230 2230
2231 2231 # Default line number value
2232 2232 lineno = opts.get('n',None)
2233 2233
2234 2234 if opts_prev:
2235 2235 args = '_%s' % last_call[0]
2236 2236 if not self.shell.user_ns.has_key(args):
2237 2237 args = last_call[1]
2238 2238
2239 2239 # use last_call to remember the state of the previous call, but don't
2240 2240 # let it be clobbered by successive '-p' calls.
2241 2241 try:
2242 2242 last_call[0] = self.shell.displayhook.prompt_count
2243 2243 if not opts_prev:
2244 2244 last_call[1] = parameter_s
2245 2245 except:
2246 2246 pass
2247 2247
2248 2248 # by default this is done with temp files, except when the given
2249 2249 # arg is a filename
2250 2250 use_temp = True
2251 2251
2252 2252 data = ''
2253 2253
2254 2254 # First, see if the arguments should be a filename.
2255 2255 filename = make_filename(args)
2256 2256 if filename:
2257 2257 use_temp = False
2258 2258 elif args:
2259 2259 # Mode where user specifies ranges of lines, like in %macro.
2260 2260 data = self.extract_input_lines(args, opts_raw)
2261 2261 if not data:
2262 2262 try:
2263 2263 # Load the parameter given as a variable. If not a string,
2264 2264 # process it as an object instead (below)
2265 2265
2266 2266 #print '*** args',args,'type',type(args) # dbg
2267 2267 data = eval(args, self.shell.user_ns)
2268 2268 if not isinstance(data, basestring):
2269 2269 raise DataIsObject
2270 2270
2271 2271 except (NameError,SyntaxError):
2272 2272 # given argument is not a variable, try as a filename
2273 2273 filename = make_filename(args)
2274 2274 if filename is None:
2275 2275 warn("Argument given (%s) can't be found as a variable "
2276 2276 "or as a filename." % args)
2277 2277 return
2278 2278 use_temp = False
2279 2279
2280 2280 except DataIsObject:
2281 2281 # macros have a special edit function
2282 2282 if isinstance(data, Macro):
2283 2283 raise MacroToEdit(data)
2284 2284
2285 2285 # For objects, try to edit the file where they are defined
2286 2286 try:
2287 2287 filename = inspect.getabsfile(data)
2288 2288 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2289 2289 # class created by %edit? Try to find source
2290 2290 # by looking for method definitions instead, the
2291 2291 # __module__ in those classes is FakeModule.
2292 2292 attrs = [getattr(data, aname) for aname in dir(data)]
2293 2293 for attr in attrs:
2294 2294 if not inspect.ismethod(attr):
2295 2295 continue
2296 2296 filename = inspect.getabsfile(attr)
2297 2297 if filename and 'fakemodule' not in filename.lower():
2298 2298 # change the attribute to be the edit target instead
2299 2299 data = attr
2300 2300 break
2301 2301
2302 2302 datafile = 1
2303 2303 except TypeError:
2304 2304 filename = make_filename(args)
2305 2305 datafile = 1
2306 2306 warn('Could not find file where `%s` is defined.\n'
2307 2307 'Opening a file named `%s`' % (args,filename))
2308 2308 # Now, make sure we can actually read the source (if it was in
2309 2309 # a temp file it's gone by now).
2310 2310 if datafile:
2311 2311 try:
2312 2312 if lineno is None:
2313 2313 lineno = inspect.getsourcelines(data)[1]
2314 2314 except IOError:
2315 2315 filename = make_filename(args)
2316 2316 if filename is None:
2317 2317 warn('The file `%s` where `%s` was defined cannot '
2318 2318 'be read.' % (filename,data))
2319 2319 return
2320 2320 use_temp = False
2321 2321
2322 2322 if use_temp:
2323 2323 filename = self.shell.mktempfile(data)
2324 2324 print 'IPython will make a temporary file named:',filename
2325 2325
2326 2326 return filename, lineno, use_temp
2327 2327
2328 2328 def _edit_macro(self,mname,macro):
2329 2329 """open an editor with the macro data in a file"""
2330 2330 filename = self.shell.mktempfile(macro.value)
2331 2331 self.shell.hooks.editor(filename)
2332 2332
2333 2333 # and make a new macro object, to replace the old one
2334 2334 mfile = open(filename)
2335 2335 mvalue = mfile.read()
2336 2336 mfile.close()
2337 2337 self.shell.user_ns[mname] = Macro(mvalue)
2338 2338
2339 2339 def magic_ed(self,parameter_s=''):
2340 2340 """Alias to %edit."""
2341 2341 return self.magic_edit(parameter_s)
2342 2342
2343 2343 @skip_doctest
2344 2344 def magic_edit(self,parameter_s='',last_call=['','']):
2345 2345 """Bring up an editor and execute the resulting code.
2346 2346
2347 2347 Usage:
2348 2348 %edit [options] [args]
2349 2349
2350 2350 %edit runs IPython's editor hook. The default version of this hook is
2351 2351 set to call the editor specified by your $EDITOR environment variable.
2352 2352 If this isn't found, it will default to vi under Linux/Unix and to
2353 2353 notepad under Windows. See the end of this docstring for how to change
2354 2354 the editor hook.
2355 2355
2356 2356 You can also set the value of this editor via the
2357 2357 ``TerminalInteractiveShell.editor`` option in your configuration file.
2358 2358 This is useful if you wish to use a different editor from your typical
2359 2359 default with IPython (and for Windows users who typically don't set
2360 2360 environment variables).
2361 2361
2362 2362 This command allows you to conveniently edit multi-line code right in
2363 2363 your IPython session.
2364 2364
2365 2365 If called without arguments, %edit opens up an empty editor with a
2366 2366 temporary file and will execute the contents of this file when you
2367 2367 close it (don't forget to save it!).
2368 2368
2369 2369
2370 2370 Options:
2371 2371
2372 2372 -n <number>: open the editor at a specified line number. By default,
2373 2373 the IPython editor hook uses the unix syntax 'editor +N filename', but
2374 2374 you can configure this by providing your own modified hook if your
2375 2375 favorite editor supports line-number specifications with a different
2376 2376 syntax.
2377 2377
2378 2378 -p: this will call the editor with the same data as the previous time
2379 2379 it was used, regardless of how long ago (in your current session) it
2380 2380 was.
2381 2381
2382 2382 -r: use 'raw' input. This option only applies to input taken from the
2383 2383 user's history. By default, the 'processed' history is used, so that
2384 2384 magics are loaded in their transformed version to valid Python. If
2385 2385 this option is given, the raw input as typed as the command line is
2386 2386 used instead. When you exit the editor, it will be executed by
2387 2387 IPython's own processor.
2388 2388
2389 2389 -x: do not execute the edited code immediately upon exit. This is
2390 2390 mainly useful if you are editing programs which need to be called with
2391 2391 command line arguments, which you can then do using %run.
2392 2392
2393 2393
2394 2394 Arguments:
2395 2395
2396 2396 If arguments are given, the following possibilities exist:
2397 2397
2398 2398 - If the argument is a filename, IPython will load that into the
2399 2399 editor. It will execute its contents with execfile() when you exit,
2400 2400 loading any code in the file into your interactive namespace.
2401 2401
2402 2402 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2403 2403 The syntax is the same as in the %history magic.
2404 2404
2405 2405 - If the argument is a string variable, its contents are loaded
2406 2406 into the editor. You can thus edit any string which contains
2407 2407 python code (including the result of previous edits).
2408 2408
2409 2409 - If the argument is the name of an object (other than a string),
2410 2410 IPython will try to locate the file where it was defined and open the
2411 2411 editor at the point where it is defined. You can use `%edit function`
2412 2412 to load an editor exactly at the point where 'function' is defined,
2413 2413 edit it and have the file be executed automatically.
2414 2414
2415 2415 - If the object is a macro (see %macro for details), this opens up your
2416 2416 specified editor with a temporary file containing the macro's data.
2417 2417 Upon exit, the macro is reloaded with the contents of the file.
2418 2418
2419 2419 Note: opening at an exact line is only supported under Unix, and some
2420 2420 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2421 2421 '+NUMBER' parameter necessary for this feature. Good editors like
2422 2422 (X)Emacs, vi, jed, pico and joe all do.
2423 2423
2424 2424 After executing your code, %edit will return as output the code you
2425 2425 typed in the editor (except when it was an existing file). This way
2426 2426 you can reload the code in further invocations of %edit as a variable,
2427 2427 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2428 2428 the output.
2429 2429
2430 2430 Note that %edit is also available through the alias %ed.
2431 2431
2432 2432 This is an example of creating a simple function inside the editor and
2433 2433 then modifying it. First, start up the editor:
2434 2434
2435 2435 In [1]: ed
2436 2436 Editing... done. Executing edited code...
2437 2437 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2438 2438
2439 2439 We can then call the function foo():
2440 2440
2441 2441 In [2]: foo()
2442 2442 foo() was defined in an editing session
2443 2443
2444 2444 Now we edit foo. IPython automatically loads the editor with the
2445 2445 (temporary) file where foo() was previously defined:
2446 2446
2447 2447 In [3]: ed foo
2448 2448 Editing... done. Executing edited code...
2449 2449
2450 2450 And if we call foo() again we get the modified version:
2451 2451
2452 2452 In [4]: foo()
2453 2453 foo() has now been changed!
2454 2454
2455 2455 Here is an example of how to edit a code snippet successive
2456 2456 times. First we call the editor:
2457 2457
2458 2458 In [5]: ed
2459 2459 Editing... done. Executing edited code...
2460 2460 hello
2461 2461 Out[5]: "print 'hello'n"
2462 2462
2463 2463 Now we call it again with the previous output (stored in _):
2464 2464
2465 2465 In [6]: ed _
2466 2466 Editing... done. Executing edited code...
2467 2467 hello world
2468 2468 Out[6]: "print 'hello world'n"
2469 2469
2470 2470 Now we call it with the output #8 (stored in _8, also as Out[8]):
2471 2471
2472 2472 In [7]: ed _8
2473 2473 Editing... done. Executing edited code...
2474 2474 hello again
2475 2475 Out[7]: "print 'hello again'n"
2476 2476
2477 2477
2478 2478 Changing the default editor hook:
2479 2479
2480 2480 If you wish to write your own editor hook, you can put it in a
2481 2481 configuration file which you load at startup time. The default hook
2482 2482 is defined in the IPython.core.hooks module, and you can use that as a
2483 2483 starting example for further modifications. That file also has
2484 2484 general instructions on how to set a new hook for use once you've
2485 2485 defined it."""
2486 2486 opts,args = self.parse_options(parameter_s,'prxn:')
2487 2487
2488 2488 try:
2489 2489 filename, lineno, is_temp = self._find_edit_target(args, opts, last_call)
2490 2490 except MacroToEdit as e:
2491 2491 self._edit_macro(args, e.args[0])
2492 2492 return
2493 2493
2494 2494 # do actual editing here
2495 2495 print 'Editing...',
2496 2496 sys.stdout.flush()
2497 2497 try:
2498 2498 # Quote filenames that may have spaces in them
2499 2499 if ' ' in filename:
2500 2500 filename = "'%s'" % filename
2501 2501 self.shell.hooks.editor(filename,lineno)
2502 2502 except TryNext:
2503 2503 warn('Could not open editor')
2504 2504 return
2505 2505
2506 2506 # XXX TODO: should this be generalized for all string vars?
2507 2507 # For now, this is special-cased to blocks created by cpaste
2508 2508 if args.strip() == 'pasted_block':
2509 2509 self.shell.user_ns['pasted_block'] = file_read(filename)
2510 2510
2511 2511 if 'x' in opts: # -x prevents actual execution
2512 2512 print
2513 2513 else:
2514 2514 print 'done. Executing edited code...'
2515 2515 if 'r' in opts: # Untranslated IPython code
2516 2516 self.shell.run_cell(file_read(filename),
2517 2517 store_history=False)
2518 2518 else:
2519 2519 self.shell.safe_execfile(filename,self.shell.user_ns,
2520 2520 self.shell.user_ns)
2521 2521
2522 2522 if is_temp:
2523 2523 try:
2524 2524 return open(filename).read()
2525 2525 except IOError,msg:
2526 2526 if msg.filename == filename:
2527 2527 warn('File not found. Did you forget to save?')
2528 2528 return
2529 2529 else:
2530 2530 self.shell.showtraceback()
2531 2531
2532 2532 def magic_xmode(self,parameter_s = ''):
2533 2533 """Switch modes for the exception handlers.
2534 2534
2535 2535 Valid modes: Plain, Context and Verbose.
2536 2536
2537 2537 If called without arguments, acts as a toggle."""
2538 2538
2539 2539 def xmode_switch_err(name):
2540 2540 warn('Error changing %s exception modes.\n%s' %
2541 2541 (name,sys.exc_info()[1]))
2542 2542
2543 2543 shell = self.shell
2544 2544 new_mode = parameter_s.strip().capitalize()
2545 2545 try:
2546 2546 shell.InteractiveTB.set_mode(mode=new_mode)
2547 2547 print 'Exception reporting mode:',shell.InteractiveTB.mode
2548 2548 except:
2549 2549 xmode_switch_err('user')
2550 2550
2551 2551 def magic_colors(self,parameter_s = ''):
2552 2552 """Switch color scheme for prompts, info system and exception handlers.
2553 2553
2554 2554 Currently implemented schemes: NoColor, Linux, LightBG.
2555 2555
2556 2556 Color scheme names are not case-sensitive.
2557 2557
2558 2558 Examples
2559 2559 --------
2560 2560 To get a plain black and white terminal::
2561 2561
2562 2562 %colors nocolor
2563 2563 """
2564 2564
2565 2565 def color_switch_err(name):
2566 2566 warn('Error changing %s color schemes.\n%s' %
2567 2567 (name,sys.exc_info()[1]))
2568 2568
2569 2569
2570 2570 new_scheme = parameter_s.strip()
2571 2571 if not new_scheme:
2572 2572 raise UsageError(
2573 2573 "%colors: you must specify a color scheme. See '%colors?'")
2574 2574 return
2575 2575 # local shortcut
2576 2576 shell = self.shell
2577 2577
2578 2578 import IPython.utils.rlineimpl as readline
2579 2579
2580 2580 if not shell.colors_force and \
2581 2581 not readline.have_readline and sys.platform == "win32":
2582 2582 msg = """\
2583 2583 Proper color support under MS Windows requires the pyreadline library.
2584 2584 You can find it at:
2585 2585 http://ipython.org/pyreadline.html
2586 2586 Gary's readline needs the ctypes module, from:
2587 2587 http://starship.python.net/crew/theller/ctypes
2588 2588 (Note that ctypes is already part of Python versions 2.5 and newer).
2589 2589
2590 2590 Defaulting color scheme to 'NoColor'"""
2591 2591 new_scheme = 'NoColor'
2592 2592 warn(msg)
2593 2593
2594 2594 # readline option is 0
2595 2595 if not shell.colors_force and not shell.has_readline:
2596 2596 new_scheme = 'NoColor'
2597 2597
2598 2598 # Set prompt colors
2599 2599 try:
2600 2600 shell.prompt_manager.color_scheme = new_scheme
2601 2601 except:
2602 2602 color_switch_err('prompt')
2603 2603 else:
2604 2604 shell.colors = \
2605 2605 shell.prompt_manager.color_scheme_table.active_scheme_name
2606 2606 # Set exception colors
2607 2607 try:
2608 2608 shell.InteractiveTB.set_colors(scheme = new_scheme)
2609 2609 shell.SyntaxTB.set_colors(scheme = new_scheme)
2610 2610 except:
2611 2611 color_switch_err('exception')
2612 2612
2613 2613 # Set info (for 'object?') colors
2614 2614 if shell.color_info:
2615 2615 try:
2616 2616 shell.inspector.set_active_scheme(new_scheme)
2617 2617 except:
2618 2618 color_switch_err('object inspector')
2619 2619 else:
2620 2620 shell.inspector.set_active_scheme('NoColor')
2621 2621
2622 2622 def magic_pprint(self, parameter_s=''):
2623 2623 """Toggle pretty printing on/off."""
2624 2624 ptformatter = self.shell.display_formatter.formatters['text/plain']
2625 2625 ptformatter.pprint = bool(1 - ptformatter.pprint)
2626 2626 print 'Pretty printing has been turned', \
2627 2627 ['OFF','ON'][ptformatter.pprint]
2628 2628
2629 2629 #......................................................................
2630 2630 # Functions to implement unix shell-type things
2631 2631
2632 2632 @skip_doctest
2633 2633 def magic_alias(self, parameter_s = ''):
2634 2634 """Define an alias for a system command.
2635 2635
2636 2636 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2637 2637
2638 2638 Then, typing 'alias_name params' will execute the system command 'cmd
2639 2639 params' (from your underlying operating system).
2640 2640
2641 2641 Aliases have lower precedence than magic functions and Python normal
2642 2642 variables, so if 'foo' is both a Python variable and an alias, the
2643 2643 alias can not be executed until 'del foo' removes the Python variable.
2644 2644
2645 2645 You can use the %l specifier in an alias definition to represent the
2646 2646 whole line when the alias is called. For example:
2647 2647
2648 2648 In [2]: alias bracket echo "Input in brackets: <%l>"
2649 2649 In [3]: bracket hello world
2650 2650 Input in brackets: <hello world>
2651 2651
2652 2652 You can also define aliases with parameters using %s specifiers (one
2653 2653 per parameter):
2654 2654
2655 2655 In [1]: alias parts echo first %s second %s
2656 2656 In [2]: %parts A B
2657 2657 first A second B
2658 2658 In [3]: %parts A
2659 2659 Incorrect number of arguments: 2 expected.
2660 2660 parts is an alias to: 'echo first %s second %s'
2661 2661
2662 2662 Note that %l and %s are mutually exclusive. You can only use one or
2663 2663 the other in your aliases.
2664 2664
2665 2665 Aliases expand Python variables just like system calls using ! or !!
2666 2666 do: all expressions prefixed with '$' get expanded. For details of
2667 2667 the semantic rules, see PEP-215:
2668 2668 http://www.python.org/peps/pep-0215.html. This is the library used by
2669 2669 IPython for variable expansion. If you want to access a true shell
2670 2670 variable, an extra $ is necessary to prevent its expansion by IPython:
2671 2671
2672 2672 In [6]: alias show echo
2673 2673 In [7]: PATH='A Python string'
2674 2674 In [8]: show $PATH
2675 2675 A Python string
2676 2676 In [9]: show $$PATH
2677 2677 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2678 2678
2679 2679 You can use the alias facility to acess all of $PATH. See the %rehash
2680 2680 and %rehashx functions, which automatically create aliases for the
2681 2681 contents of your $PATH.
2682 2682
2683 2683 If called with no parameters, %alias prints the current alias table."""
2684 2684
2685 2685 par = parameter_s.strip()
2686 2686 if not par:
2687 2687 stored = self.db.get('stored_aliases', {} )
2688 2688 aliases = sorted(self.shell.alias_manager.aliases)
2689 2689 # for k, v in stored:
2690 2690 # atab.append(k, v[0])
2691 2691
2692 2692 print "Total number of aliases:", len(aliases)
2693 2693 sys.stdout.flush()
2694 2694 return aliases
2695 2695
2696 2696 # Now try to define a new one
2697 2697 try:
2698 2698 alias,cmd = par.split(None, 1)
2699 2699 except:
2700 2700 print oinspect.getdoc(self.magic_alias)
2701 2701 else:
2702 2702 self.shell.alias_manager.soft_define_alias(alias, cmd)
2703 2703 # end magic_alias
2704 2704
2705 2705 def magic_unalias(self, parameter_s = ''):
2706 2706 """Remove an alias"""
2707 2707
2708 2708 aname = parameter_s.strip()
2709 2709 self.shell.alias_manager.undefine_alias(aname)
2710 2710 stored = self.db.get('stored_aliases', {} )
2711 2711 if aname in stored:
2712 2712 print "Removing %stored alias",aname
2713 2713 del stored[aname]
2714 2714 self.db['stored_aliases'] = stored
2715 2715
2716 2716 def magic_rehashx(self, parameter_s = ''):
2717 2717 """Update the alias table with all executable files in $PATH.
2718 2718
2719 2719 This version explicitly checks that every entry in $PATH is a file
2720 2720 with execute access (os.X_OK), so it is much slower than %rehash.
2721 2721
2722 2722 Under Windows, it checks executability as a match against a
2723 2723 '|'-separated string of extensions, stored in the IPython config
2724 2724 variable win_exec_ext. This defaults to 'exe|com|bat'.
2725 2725
2726 2726 This function also resets the root module cache of module completer,
2727 2727 used on slow filesystems.
2728 2728 """
2729 2729 from IPython.core.alias import InvalidAliasError
2730 2730
2731 2731 # for the benefit of module completer in ipy_completers.py
2732 2732 del self.shell.db['rootmodules']
2733 2733
2734 2734 path = [os.path.abspath(os.path.expanduser(p)) for p in
2735 2735 os.environ.get('PATH','').split(os.pathsep)]
2736 2736 path = filter(os.path.isdir,path)
2737 2737
2738 2738 syscmdlist = []
2739 2739 # Now define isexec in a cross platform manner.
2740 2740 if os.name == 'posix':
2741 2741 isexec = lambda fname:os.path.isfile(fname) and \
2742 2742 os.access(fname,os.X_OK)
2743 2743 else:
2744 2744 try:
2745 2745 winext = os.environ['pathext'].replace(';','|').replace('.','')
2746 2746 except KeyError:
2747 2747 winext = 'exe|com|bat|py'
2748 2748 if 'py' not in winext:
2749 2749 winext += '|py'
2750 2750 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2751 2751 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2752 2752 savedir = os.getcwdu()
2753 2753
2754 2754 # Now walk the paths looking for executables to alias.
2755 2755 try:
2756 2756 # write the whole loop for posix/Windows so we don't have an if in
2757 2757 # the innermost part
2758 2758 if os.name == 'posix':
2759 2759 for pdir in path:
2760 2760 os.chdir(pdir)
2761 2761 for ff in os.listdir(pdir):
2762 2762 if isexec(ff):
2763 2763 try:
2764 2764 # Removes dots from the name since ipython
2765 2765 # will assume names with dots to be python.
2766 2766 self.shell.alias_manager.define_alias(
2767 2767 ff.replace('.',''), ff)
2768 2768 except InvalidAliasError:
2769 2769 pass
2770 2770 else:
2771 2771 syscmdlist.append(ff)
2772 2772 else:
2773 2773 no_alias = self.shell.alias_manager.no_alias
2774 2774 for pdir in path:
2775 2775 os.chdir(pdir)
2776 2776 for ff in os.listdir(pdir):
2777 2777 base, ext = os.path.splitext(ff)
2778 2778 if isexec(ff) and base.lower() not in no_alias:
2779 2779 if ext.lower() == '.exe':
2780 2780 ff = base
2781 2781 try:
2782 2782 # Removes dots from the name since ipython
2783 2783 # will assume names with dots to be python.
2784 2784 self.shell.alias_manager.define_alias(
2785 2785 base.lower().replace('.',''), ff)
2786 2786 except InvalidAliasError:
2787 2787 pass
2788 2788 syscmdlist.append(ff)
2789 2789 self.shell.db['syscmdlist'] = syscmdlist
2790 2790 finally:
2791 2791 os.chdir(savedir)
2792 2792
2793 2793 @skip_doctest
2794 2794 def magic_pwd(self, parameter_s = ''):
2795 2795 """Return the current working directory path.
2796 2796
2797 2797 Examples
2798 2798 --------
2799 2799 ::
2800 2800
2801 2801 In [9]: pwd
2802 2802 Out[9]: '/home/tsuser/sprint/ipython'
2803 2803 """
2804 2804 return os.getcwdu()
2805 2805
2806 2806 @skip_doctest
2807 2807 def magic_cd(self, parameter_s=''):
2808 2808 """Change the current working directory.
2809 2809
2810 2810 This command automatically maintains an internal list of directories
2811 2811 you visit during your IPython session, in the variable _dh. The
2812 2812 command %dhist shows this history nicely formatted. You can also
2813 2813 do 'cd -<tab>' to see directory history conveniently.
2814 2814
2815 2815 Usage:
2816 2816
2817 2817 cd 'dir': changes to directory 'dir'.
2818 2818
2819 2819 cd -: changes to the last visited directory.
2820 2820
2821 2821 cd -<n>: changes to the n-th directory in the directory history.
2822 2822
2823 2823 cd --foo: change to directory that matches 'foo' in history
2824 2824
2825 2825 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2826 2826 (note: cd <bookmark_name> is enough if there is no
2827 2827 directory <bookmark_name>, but a bookmark with the name exists.)
2828 2828 'cd -b <tab>' allows you to tab-complete bookmark names.
2829 2829
2830 2830 Options:
2831 2831
2832 2832 -q: quiet. Do not print the working directory after the cd command is
2833 2833 executed. By default IPython's cd command does print this directory,
2834 2834 since the default prompts do not display path information.
2835 2835
2836 2836 Note that !cd doesn't work for this purpose because the shell where
2837 2837 !command runs is immediately discarded after executing 'command'.
2838 2838
2839 2839 Examples
2840 2840 --------
2841 2841 ::
2842 2842
2843 2843 In [10]: cd parent/child
2844 2844 /home/tsuser/parent/child
2845 2845 """
2846 2846
2847 2847 parameter_s = parameter_s.strip()
2848 2848 #bkms = self.shell.persist.get("bookmarks",{})
2849 2849
2850 2850 oldcwd = os.getcwdu()
2851 2851 numcd = re.match(r'(-)(\d+)$',parameter_s)
2852 2852 # jump in directory history by number
2853 2853 if numcd:
2854 2854 nn = int(numcd.group(2))
2855 2855 try:
2856 2856 ps = self.shell.user_ns['_dh'][nn]
2857 2857 except IndexError:
2858 2858 print 'The requested directory does not exist in history.'
2859 2859 return
2860 2860 else:
2861 2861 opts = {}
2862 2862 elif parameter_s.startswith('--'):
2863 2863 ps = None
2864 2864 fallback = None
2865 2865 pat = parameter_s[2:]
2866 2866 dh = self.shell.user_ns['_dh']
2867 2867 # first search only by basename (last component)
2868 2868 for ent in reversed(dh):
2869 2869 if pat in os.path.basename(ent) and os.path.isdir(ent):
2870 2870 ps = ent
2871 2871 break
2872 2872
2873 2873 if fallback is None and pat in ent and os.path.isdir(ent):
2874 2874 fallback = ent
2875 2875
2876 2876 # if we have no last part match, pick the first full path match
2877 2877 if ps is None:
2878 2878 ps = fallback
2879 2879
2880 2880 if ps is None:
2881 2881 print "No matching entry in directory history"
2882 2882 return
2883 2883 else:
2884 2884 opts = {}
2885 2885
2886 2886
2887 2887 else:
2888 2888 #turn all non-space-escaping backslashes to slashes,
2889 2889 # for c:\windows\directory\names\
2890 2890 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2891 2891 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2892 2892 # jump to previous
2893 2893 if ps == '-':
2894 2894 try:
2895 2895 ps = self.shell.user_ns['_dh'][-2]
2896 2896 except IndexError:
2897 2897 raise UsageError('%cd -: No previous directory to change to.')
2898 2898 # jump to bookmark if needed
2899 2899 else:
2900 2900 if not os.path.isdir(ps) or opts.has_key('b'):
2901 2901 bkms = self.db.get('bookmarks', {})
2902 2902
2903 2903 if bkms.has_key(ps):
2904 2904 target = bkms[ps]
2905 2905 print '(bookmark:%s) -> %s' % (ps,target)
2906 2906 ps = target
2907 2907 else:
2908 2908 if opts.has_key('b'):
2909 2909 raise UsageError("Bookmark '%s' not found. "
2910 2910 "Use '%%bookmark -l' to see your bookmarks." % ps)
2911 2911
2912 2912 # strip extra quotes on Windows, because os.chdir doesn't like them
2913 2913 ps = unquote_filename(ps)
2914 2914 # at this point ps should point to the target dir
2915 2915 if ps:
2916 2916 try:
2917 2917 os.chdir(os.path.expanduser(ps))
2918 2918 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2919 2919 set_term_title('IPython: ' + abbrev_cwd())
2920 2920 except OSError:
2921 2921 print sys.exc_info()[1]
2922 2922 else:
2923 2923 cwd = os.getcwdu()
2924 2924 dhist = self.shell.user_ns['_dh']
2925 2925 if oldcwd != cwd:
2926 2926 dhist.append(cwd)
2927 2927 self.db['dhist'] = compress_dhist(dhist)[-100:]
2928 2928
2929 2929 else:
2930 2930 os.chdir(self.shell.home_dir)
2931 2931 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2932 2932 set_term_title('IPython: ' + '~')
2933 2933 cwd = os.getcwdu()
2934 2934 dhist = self.shell.user_ns['_dh']
2935 2935
2936 2936 if oldcwd != cwd:
2937 2937 dhist.append(cwd)
2938 2938 self.db['dhist'] = compress_dhist(dhist)[-100:]
2939 2939 if not 'q' in opts and self.shell.user_ns['_dh']:
2940 2940 print self.shell.user_ns['_dh'][-1]
2941 2941
2942 2942
2943 2943 def magic_env(self, parameter_s=''):
2944 2944 """List environment variables."""
2945 2945
2946 return os.environ.data
2946 return dict(os.environ)
2947 2947
2948 2948 def magic_pushd(self, parameter_s=''):
2949 2949 """Place the current dir on stack and change directory.
2950 2950
2951 2951 Usage:\\
2952 2952 %pushd ['dirname']
2953 2953 """
2954 2954
2955 2955 dir_s = self.shell.dir_stack
2956 2956 tgt = os.path.expanduser(unquote_filename(parameter_s))
2957 2957 cwd = os.getcwdu().replace(self.home_dir,'~')
2958 2958 if tgt:
2959 2959 self.magic_cd(parameter_s)
2960 2960 dir_s.insert(0,cwd)
2961 2961 return self.magic_dirs()
2962 2962
2963 2963 def magic_popd(self, parameter_s=''):
2964 2964 """Change to directory popped off the top of the stack.
2965 2965 """
2966 2966 if not self.shell.dir_stack:
2967 2967 raise UsageError("%popd on empty stack")
2968 2968 top = self.shell.dir_stack.pop(0)
2969 2969 self.magic_cd(top)
2970 2970 print "popd ->",top
2971 2971
2972 2972 def magic_dirs(self, parameter_s=''):
2973 2973 """Return the current directory stack."""
2974 2974
2975 2975 return self.shell.dir_stack
2976 2976
2977 2977 def magic_dhist(self, parameter_s=''):
2978 2978 """Print your history of visited directories.
2979 2979
2980 2980 %dhist -> print full history\\
2981 2981 %dhist n -> print last n entries only\\
2982 2982 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2983 2983
2984 2984 This history is automatically maintained by the %cd command, and
2985 2985 always available as the global list variable _dh. You can use %cd -<n>
2986 2986 to go to directory number <n>.
2987 2987
2988 2988 Note that most of time, you should view directory history by entering
2989 2989 cd -<TAB>.
2990 2990
2991 2991 """
2992 2992
2993 2993 dh = self.shell.user_ns['_dh']
2994 2994 if parameter_s:
2995 2995 try:
2996 2996 args = map(int,parameter_s.split())
2997 2997 except:
2998 2998 self.arg_err(Magic.magic_dhist)
2999 2999 return
3000 3000 if len(args) == 1:
3001 3001 ini,fin = max(len(dh)-(args[0]),0),len(dh)
3002 3002 elif len(args) == 2:
3003 3003 ini,fin = args
3004 3004 else:
3005 3005 self.arg_err(Magic.magic_dhist)
3006 3006 return
3007 3007 else:
3008 3008 ini,fin = 0,len(dh)
3009 3009 nlprint(dh,
3010 3010 header = 'Directory history (kept in _dh)',
3011 3011 start=ini,stop=fin)
3012 3012
3013 3013 @skip_doctest
3014 3014 def magic_sc(self, parameter_s=''):
3015 3015 """Shell capture - execute a shell command and capture its output.
3016 3016
3017 3017 DEPRECATED. Suboptimal, retained for backwards compatibility.
3018 3018
3019 3019 You should use the form 'var = !command' instead. Example:
3020 3020
3021 3021 "%sc -l myfiles = ls ~" should now be written as
3022 3022
3023 3023 "myfiles = !ls ~"
3024 3024
3025 3025 myfiles.s, myfiles.l and myfiles.n still apply as documented
3026 3026 below.
3027 3027
3028 3028 --
3029 3029 %sc [options] varname=command
3030 3030
3031 3031 IPython will run the given command using commands.getoutput(), and
3032 3032 will then update the user's interactive namespace with a variable
3033 3033 called varname, containing the value of the call. Your command can
3034 3034 contain shell wildcards, pipes, etc.
3035 3035
3036 3036 The '=' sign in the syntax is mandatory, and the variable name you
3037 3037 supply must follow Python's standard conventions for valid names.
3038 3038
3039 3039 (A special format without variable name exists for internal use)
3040 3040
3041 3041 Options:
3042 3042
3043 3043 -l: list output. Split the output on newlines into a list before
3044 3044 assigning it to the given variable. By default the output is stored
3045 3045 as a single string.
3046 3046
3047 3047 -v: verbose. Print the contents of the variable.
3048 3048
3049 3049 In most cases you should not need to split as a list, because the
3050 3050 returned value is a special type of string which can automatically
3051 3051 provide its contents either as a list (split on newlines) or as a
3052 3052 space-separated string. These are convenient, respectively, either
3053 3053 for sequential processing or to be passed to a shell command.
3054 3054
3055 3055 For example:
3056 3056
3057 3057 # all-random
3058 3058
3059 3059 # Capture into variable a
3060 3060 In [1]: sc a=ls *py
3061 3061
3062 3062 # a is a string with embedded newlines
3063 3063 In [2]: a
3064 3064 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
3065 3065
3066 3066 # which can be seen as a list:
3067 3067 In [3]: a.l
3068 3068 Out[3]: ['setup.py', 'win32_manual_post_install.py']
3069 3069
3070 3070 # or as a whitespace-separated string:
3071 3071 In [4]: a.s
3072 3072 Out[4]: 'setup.py win32_manual_post_install.py'
3073 3073
3074 3074 # a.s is useful to pass as a single command line:
3075 3075 In [5]: !wc -l $a.s
3076 3076 146 setup.py
3077 3077 130 win32_manual_post_install.py
3078 3078 276 total
3079 3079
3080 3080 # while the list form is useful to loop over:
3081 3081 In [6]: for f in a.l:
3082 3082 ...: !wc -l $f
3083 3083 ...:
3084 3084 146 setup.py
3085 3085 130 win32_manual_post_install.py
3086 3086
3087 3087 Similarly, the lists returned by the -l option are also special, in
3088 3088 the sense that you can equally invoke the .s attribute on them to
3089 3089 automatically get a whitespace-separated string from their contents:
3090 3090
3091 3091 In [7]: sc -l b=ls *py
3092 3092
3093 3093 In [8]: b
3094 3094 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3095 3095
3096 3096 In [9]: b.s
3097 3097 Out[9]: 'setup.py win32_manual_post_install.py'
3098 3098
3099 3099 In summary, both the lists and strings used for output capture have
3100 3100 the following special attributes:
3101 3101
3102 3102 .l (or .list) : value as list.
3103 3103 .n (or .nlstr): value as newline-separated string.
3104 3104 .s (or .spstr): value as space-separated string.
3105 3105 """
3106 3106
3107 3107 opts,args = self.parse_options(parameter_s,'lv')
3108 3108 # Try to get a variable name and command to run
3109 3109 try:
3110 3110 # the variable name must be obtained from the parse_options
3111 3111 # output, which uses shlex.split to strip options out.
3112 3112 var,_ = args.split('=',1)
3113 3113 var = var.strip()
3114 3114 # But the command has to be extracted from the original input
3115 3115 # parameter_s, not on what parse_options returns, to avoid the
3116 3116 # quote stripping which shlex.split performs on it.
3117 3117 _,cmd = parameter_s.split('=',1)
3118 3118 except ValueError:
3119 3119 var,cmd = '',''
3120 3120 # If all looks ok, proceed
3121 3121 split = 'l' in opts
3122 3122 out = self.shell.getoutput(cmd, split=split)
3123 3123 if opts.has_key('v'):
3124 3124 print '%s ==\n%s' % (var,pformat(out))
3125 3125 if var:
3126 3126 self.shell.user_ns.update({var:out})
3127 3127 else:
3128 3128 return out
3129 3129
3130 3130 def magic_sx(self, parameter_s=''):
3131 3131 """Shell execute - run a shell command and capture its output.
3132 3132
3133 3133 %sx command
3134 3134
3135 3135 IPython will run the given command using commands.getoutput(), and
3136 3136 return the result formatted as a list (split on '\\n'). Since the
3137 3137 output is _returned_, it will be stored in ipython's regular output
3138 3138 cache Out[N] and in the '_N' automatic variables.
3139 3139
3140 3140 Notes:
3141 3141
3142 3142 1) If an input line begins with '!!', then %sx is automatically
3143 3143 invoked. That is, while:
3144 3144 !ls
3145 3145 causes ipython to simply issue system('ls'), typing
3146 3146 !!ls
3147 3147 is a shorthand equivalent to:
3148 3148 %sx ls
3149 3149
3150 3150 2) %sx differs from %sc in that %sx automatically splits into a list,
3151 3151 like '%sc -l'. The reason for this is to make it as easy as possible
3152 3152 to process line-oriented shell output via further python commands.
3153 3153 %sc is meant to provide much finer control, but requires more
3154 3154 typing.
3155 3155
3156 3156 3) Just like %sc -l, this is a list with special attributes:
3157 3157
3158 3158 .l (or .list) : value as list.
3159 3159 .n (or .nlstr): value as newline-separated string.
3160 3160 .s (or .spstr): value as whitespace-separated string.
3161 3161
3162 3162 This is very useful when trying to use such lists as arguments to
3163 3163 system commands."""
3164 3164
3165 3165 if parameter_s:
3166 3166 return self.shell.getoutput(parameter_s)
3167 3167
3168 3168
3169 3169 def magic_bookmark(self, parameter_s=''):
3170 3170 """Manage IPython's bookmark system.
3171 3171
3172 3172 %bookmark <name> - set bookmark to current dir
3173 3173 %bookmark <name> <dir> - set bookmark to <dir>
3174 3174 %bookmark -l - list all bookmarks
3175 3175 %bookmark -d <name> - remove bookmark
3176 3176 %bookmark -r - remove all bookmarks
3177 3177
3178 3178 You can later on access a bookmarked folder with:
3179 3179 %cd -b <name>
3180 3180 or simply '%cd <name>' if there is no directory called <name> AND
3181 3181 there is such a bookmark defined.
3182 3182
3183 3183 Your bookmarks persist through IPython sessions, but they are
3184 3184 associated with each profile."""
3185 3185
3186 3186 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3187 3187 if len(args) > 2:
3188 3188 raise UsageError("%bookmark: too many arguments")
3189 3189
3190 3190 bkms = self.db.get('bookmarks',{})
3191 3191
3192 3192 if opts.has_key('d'):
3193 3193 try:
3194 3194 todel = args[0]
3195 3195 except IndexError:
3196 3196 raise UsageError(
3197 3197 "%bookmark -d: must provide a bookmark to delete")
3198 3198 else:
3199 3199 try:
3200 3200 del bkms[todel]
3201 3201 except KeyError:
3202 3202 raise UsageError(
3203 3203 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3204 3204
3205 3205 elif opts.has_key('r'):
3206 3206 bkms = {}
3207 3207 elif opts.has_key('l'):
3208 3208 bks = bkms.keys()
3209 3209 bks.sort()
3210 3210 if bks:
3211 3211 size = max(map(len,bks))
3212 3212 else:
3213 3213 size = 0
3214 3214 fmt = '%-'+str(size)+'s -> %s'
3215 3215 print 'Current bookmarks:'
3216 3216 for bk in bks:
3217 3217 print fmt % (bk,bkms[bk])
3218 3218 else:
3219 3219 if not args:
3220 3220 raise UsageError("%bookmark: You must specify the bookmark name")
3221 3221 elif len(args)==1:
3222 3222 bkms[args[0]] = os.getcwdu()
3223 3223 elif len(args)==2:
3224 3224 bkms[args[0]] = args[1]
3225 3225 self.db['bookmarks'] = bkms
3226 3226
3227 3227 def magic_pycat(self, parameter_s=''):
3228 3228 """Show a syntax-highlighted file through a pager.
3229 3229
3230 3230 This magic is similar to the cat utility, but it will assume the file
3231 3231 to be Python source and will show it with syntax highlighting. """
3232 3232
3233 3233 try:
3234 3234 filename = get_py_filename(parameter_s)
3235 3235 cont = file_read(filename)
3236 3236 except IOError:
3237 3237 try:
3238 3238 cont = eval(parameter_s,self.user_ns)
3239 3239 except NameError:
3240 3240 cont = None
3241 3241 if cont is None:
3242 3242 print "Error: no such file or variable"
3243 3243 return
3244 3244
3245 3245 page.page(self.shell.pycolorize(cont))
3246 3246
3247 3247 def magic_quickref(self,arg):
3248 3248 """ Show a quick reference sheet """
3249 3249 import IPython.core.usage
3250 3250 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3251 3251
3252 3252 page.page(qr)
3253 3253
3254 3254 def magic_doctest_mode(self,parameter_s=''):
3255 3255 """Toggle doctest mode on and off.
3256 3256
3257 3257 This mode is intended to make IPython behave as much as possible like a
3258 3258 plain Python shell, from the perspective of how its prompts, exceptions
3259 3259 and output look. This makes it easy to copy and paste parts of a
3260 3260 session into doctests. It does so by:
3261 3261
3262 3262 - Changing the prompts to the classic ``>>>`` ones.
3263 3263 - Changing the exception reporting mode to 'Plain'.
3264 3264 - Disabling pretty-printing of output.
3265 3265
3266 3266 Note that IPython also supports the pasting of code snippets that have
3267 3267 leading '>>>' and '...' prompts in them. This means that you can paste
3268 3268 doctests from files or docstrings (even if they have leading
3269 3269 whitespace), and the code will execute correctly. You can then use
3270 3270 '%history -t' to see the translated history; this will give you the
3271 3271 input after removal of all the leading prompts and whitespace, which
3272 3272 can be pasted back into an editor.
3273 3273
3274 3274 With these features, you can switch into this mode easily whenever you
3275 3275 need to do testing and changes to doctests, without having to leave
3276 3276 your existing IPython session.
3277 3277 """
3278 3278
3279 3279 from IPython.utils.ipstruct import Struct
3280 3280
3281 3281 # Shorthands
3282 3282 shell = self.shell
3283 3283 pm = shell.prompt_manager
3284 3284 meta = shell.meta
3285 3285 disp_formatter = self.shell.display_formatter
3286 3286 ptformatter = disp_formatter.formatters['text/plain']
3287 3287 # dstore is a data store kept in the instance metadata bag to track any
3288 3288 # changes we make, so we can undo them later.
3289 3289 dstore = meta.setdefault('doctest_mode',Struct())
3290 3290 save_dstore = dstore.setdefault
3291 3291
3292 3292 # save a few values we'll need to recover later
3293 3293 mode = save_dstore('mode',False)
3294 3294 save_dstore('rc_pprint',ptformatter.pprint)
3295 3295 save_dstore('xmode',shell.InteractiveTB.mode)
3296 3296 save_dstore('rc_separate_out',shell.separate_out)
3297 3297 save_dstore('rc_separate_out2',shell.separate_out2)
3298 3298 save_dstore('rc_prompts_pad_left',pm.justify)
3299 3299 save_dstore('rc_separate_in',shell.separate_in)
3300 3300 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3301 3301 save_dstore('prompt_templates',(pm.in_template, pm.in2_template, pm.out_template))
3302 3302
3303 3303 if mode == False:
3304 3304 # turn on
3305 3305 pm.in_template = '>>> '
3306 3306 pm.in2_template = '... '
3307 3307 pm.out_template = ''
3308 3308
3309 3309 # Prompt separators like plain python
3310 3310 shell.separate_in = ''
3311 3311 shell.separate_out = ''
3312 3312 shell.separate_out2 = ''
3313 3313
3314 3314 pm.justify = False
3315 3315
3316 3316 ptformatter.pprint = False
3317 3317 disp_formatter.plain_text_only = True
3318 3318
3319 3319 shell.magic_xmode('Plain')
3320 3320 else:
3321 3321 # turn off
3322 3322 pm.in_template, pm.in2_template, pm.out_template = dstore.prompt_templates
3323 3323
3324 3324 shell.separate_in = dstore.rc_separate_in
3325 3325
3326 3326 shell.separate_out = dstore.rc_separate_out
3327 3327 shell.separate_out2 = dstore.rc_separate_out2
3328 3328
3329 3329 pm.justify = dstore.rc_prompts_pad_left
3330 3330
3331 3331 ptformatter.pprint = dstore.rc_pprint
3332 3332 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3333 3333
3334 3334 shell.magic_xmode(dstore.xmode)
3335 3335
3336 3336 # Store new mode and inform
3337 3337 dstore.mode = bool(1-int(mode))
3338 3338 mode_label = ['OFF','ON'][dstore.mode]
3339 3339 print 'Doctest mode is:', mode_label
3340 3340
3341 3341 def magic_gui(self, parameter_s=''):
3342 3342 """Enable or disable IPython GUI event loop integration.
3343 3343
3344 3344 %gui [GUINAME]
3345 3345
3346 3346 This magic replaces IPython's threaded shells that were activated
3347 3347 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3348 3348 can now be enabled at runtime and keyboard
3349 3349 interrupts should work without any problems. The following toolkits
3350 3350 are supported: wxPython, PyQt4, PyGTK, Tk and Cocoa (OSX)::
3351 3351
3352 3352 %gui wx # enable wxPython event loop integration
3353 3353 %gui qt4|qt # enable PyQt4 event loop integration
3354 3354 %gui gtk # enable PyGTK event loop integration
3355 3355 %gui tk # enable Tk event loop integration
3356 3356 %gui OSX # enable Cocoa event loop integration
3357 3357 # (requires %matplotlib 1.1)
3358 3358 %gui # disable all event loop integration
3359 3359
3360 3360 WARNING: after any of these has been called you can simply create
3361 3361 an application object, but DO NOT start the event loop yourself, as
3362 3362 we have already handled that.
3363 3363 """
3364 3364 opts, arg = self.parse_options(parameter_s, '')
3365 3365 if arg=='': arg = None
3366 3366 try:
3367 3367 return self.enable_gui(arg)
3368 3368 except Exception as e:
3369 3369 # print simple error message, rather than traceback if we can't
3370 3370 # hook up the GUI
3371 3371 error(str(e))
3372 3372
3373 3373 def magic_load_ext(self, module_str):
3374 3374 """Load an IPython extension by its module name."""
3375 3375 return self.extension_manager.load_extension(module_str)
3376 3376
3377 3377 def magic_unload_ext(self, module_str):
3378 3378 """Unload an IPython extension by its module name."""
3379 3379 self.extension_manager.unload_extension(module_str)
3380 3380
3381 3381 def magic_reload_ext(self, module_str):
3382 3382 """Reload an IPython extension by its module name."""
3383 3383 self.extension_manager.reload_extension(module_str)
3384 3384
3385 3385 def magic_install_profiles(self, s):
3386 3386 """%install_profiles has been deprecated."""
3387 3387 print '\n'.join([
3388 3388 "%install_profiles has been deprecated.",
3389 3389 "Use `ipython profile list` to view available profiles.",
3390 3390 "Requesting a profile with `ipython profile create <name>`",
3391 3391 "or `ipython --profile=<name>` will start with the bundled",
3392 3392 "profile of that name if it exists."
3393 3393 ])
3394 3394
3395 3395 def magic_install_default_config(self, s):
3396 3396 """%install_default_config has been deprecated."""
3397 3397 print '\n'.join([
3398 3398 "%install_default_config has been deprecated.",
3399 3399 "Use `ipython profile create <name>` to initialize a profile",
3400 3400 "with the default config files.",
3401 3401 "Add `--reset` to overwrite already existing config files with defaults."
3402 3402 ])
3403 3403
3404 3404 # Pylab support: simple wrappers that activate pylab, load gui input
3405 3405 # handling and modify slightly %run
3406 3406
3407 3407 @skip_doctest
3408 3408 def _pylab_magic_run(self, parameter_s=''):
3409 3409 Magic.magic_run(self, parameter_s,
3410 3410 runner=mpl_runner(self.shell.safe_execfile))
3411 3411
3412 3412 _pylab_magic_run.__doc__ = magic_run.__doc__
3413 3413
3414 3414 @skip_doctest
3415 3415 def magic_pylab(self, s):
3416 3416 """Load numpy and matplotlib to work interactively.
3417 3417
3418 3418 %pylab [GUINAME]
3419 3419
3420 3420 This function lets you activate pylab (matplotlib, numpy and
3421 3421 interactive support) at any point during an IPython session.
3422 3422
3423 3423 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3424 3424 pylab and mlab, as well as all names from numpy and pylab.
3425 3425
3426 3426 If you are using the inline matplotlib backend for embedded figures,
3427 3427 you can adjust its behavior via the %config magic::
3428 3428
3429 3429 # enable SVG figures, necessary for SVG+XHTML export in the qtconsole
3430 3430 In [1]: %config InlineBackend.figure_format = 'svg'
3431 3431
3432 3432 # change the behavior of closing all figures at the end of each
3433 3433 # execution (cell), or allowing reuse of active figures across
3434 3434 # cells:
3435 3435 In [2]: %config InlineBackend.close_figures = False
3436 3436
3437 3437 Parameters
3438 3438 ----------
3439 3439 guiname : optional
3440 3440 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk',
3441 3441 'osx' or 'tk'). If given, the corresponding Matplotlib backend is
3442 3442 used, otherwise matplotlib's default (which you can override in your
3443 3443 matplotlib config file) is used.
3444 3444
3445 3445 Examples
3446 3446 --------
3447 3447 In this case, where the MPL default is TkAgg::
3448 3448
3449 3449 In [2]: %pylab
3450 3450
3451 3451 Welcome to pylab, a matplotlib-based Python environment.
3452 3452 Backend in use: TkAgg
3453 3453 For more information, type 'help(pylab)'.
3454 3454
3455 3455 But you can explicitly request a different backend::
3456 3456
3457 3457 In [3]: %pylab qt
3458 3458
3459 3459 Welcome to pylab, a matplotlib-based Python environment.
3460 3460 Backend in use: Qt4Agg
3461 3461 For more information, type 'help(pylab)'.
3462 3462 """
3463 3463
3464 3464 if Application.initialized():
3465 3465 app = Application.instance()
3466 3466 try:
3467 3467 import_all_status = app.pylab_import_all
3468 3468 except AttributeError:
3469 3469 import_all_status = True
3470 3470 else:
3471 3471 import_all_status = True
3472 3472
3473 3473 self.shell.enable_pylab(s, import_all=import_all_status)
3474 3474
3475 3475 def magic_tb(self, s):
3476 3476 """Print the last traceback with the currently active exception mode.
3477 3477
3478 3478 See %xmode for changing exception reporting modes."""
3479 3479 self.shell.showtraceback()
3480 3480
3481 3481 @skip_doctest
3482 3482 def magic_precision(self, s=''):
3483 3483 """Set floating point precision for pretty printing.
3484 3484
3485 3485 Can set either integer precision or a format string.
3486 3486
3487 3487 If numpy has been imported and precision is an int,
3488 3488 numpy display precision will also be set, via ``numpy.set_printoptions``.
3489 3489
3490 3490 If no argument is given, defaults will be restored.
3491 3491
3492 3492 Examples
3493 3493 --------
3494 3494 ::
3495 3495
3496 3496 In [1]: from math import pi
3497 3497
3498 3498 In [2]: %precision 3
3499 3499 Out[2]: u'%.3f'
3500 3500
3501 3501 In [3]: pi
3502 3502 Out[3]: 3.142
3503 3503
3504 3504 In [4]: %precision %i
3505 3505 Out[4]: u'%i'
3506 3506
3507 3507 In [5]: pi
3508 3508 Out[5]: 3
3509 3509
3510 3510 In [6]: %precision %e
3511 3511 Out[6]: u'%e'
3512 3512
3513 3513 In [7]: pi**10
3514 3514 Out[7]: 9.364805e+04
3515 3515
3516 3516 In [8]: %precision
3517 3517 Out[8]: u'%r'
3518 3518
3519 3519 In [9]: pi**10
3520 3520 Out[9]: 93648.047476082982
3521 3521
3522 3522 """
3523 3523
3524 3524 ptformatter = self.shell.display_formatter.formatters['text/plain']
3525 3525 ptformatter.float_precision = s
3526 3526 return ptformatter.float_format
3527 3527
3528 3528
3529 3529 @magic_arguments.magic_arguments()
3530 3530 @magic_arguments.argument(
3531 3531 '-e', '--export', action='store_true', default=False,
3532 3532 help='Export IPython history as a notebook. The filename argument '
3533 3533 'is used to specify the notebook name and format. For example '
3534 3534 'a filename of notebook.ipynb will result in a notebook name '
3535 3535 'of "notebook" and a format of "xml". Likewise using a ".json" '
3536 3536 'or ".py" file extension will write the notebook in the json '
3537 3537 'or py formats.'
3538 3538 )
3539 3539 @magic_arguments.argument(
3540 3540 '-f', '--format',
3541 3541 help='Convert an existing IPython notebook to a new format. This option '
3542 3542 'specifies the new format and can have the values: xml, json, py. '
3543 3543 'The target filename is chosen automatically based on the new '
3544 3544 'format. The filename argument gives the name of the source file.'
3545 3545 )
3546 3546 @magic_arguments.argument(
3547 3547 'filename', type=unicode,
3548 3548 help='Notebook name or filename'
3549 3549 )
3550 3550 def magic_notebook(self, s):
3551 3551 """Export and convert IPython notebooks.
3552 3552
3553 3553 This function can export the current IPython history to a notebook file
3554 3554 or can convert an existing notebook file into a different format. For
3555 3555 example, to export the history to "foo.ipynb" do "%notebook -e foo.ipynb".
3556 3556 To export the history to "foo.py" do "%notebook -e foo.py". To convert
3557 3557 "foo.ipynb" to "foo.json" do "%notebook -f json foo.ipynb". Possible
3558 3558 formats include (json/ipynb, py).
3559 3559 """
3560 3560 args = magic_arguments.parse_argstring(self.magic_notebook, s)
3561 3561
3562 3562 from IPython.nbformat import current
3563 3563 args.filename = unquote_filename(args.filename)
3564 3564 if args.export:
3565 3565 fname, name, format = current.parse_filename(args.filename)
3566 3566 cells = []
3567 3567 hist = list(self.history_manager.get_range())
3568 3568 for session, prompt_number, input in hist[:-1]:
3569 3569 cells.append(current.new_code_cell(prompt_number=prompt_number, input=input))
3570 3570 worksheet = current.new_worksheet(cells=cells)
3571 3571 nb = current.new_notebook(name=name,worksheets=[worksheet])
3572 3572 with open(fname, 'w') as f:
3573 3573 current.write(nb, f, format);
3574 3574 elif args.format is not None:
3575 3575 old_fname, old_name, old_format = current.parse_filename(args.filename)
3576 3576 new_format = args.format
3577 3577 if new_format == u'xml':
3578 3578 raise ValueError('Notebooks cannot be written as xml.')
3579 3579 elif new_format == u'ipynb' or new_format == u'json':
3580 3580 new_fname = old_name + u'.ipynb'
3581 3581 new_format = u'json'
3582 3582 elif new_format == u'py':
3583 3583 new_fname = old_name + u'.py'
3584 3584 else:
3585 3585 raise ValueError('Invalid notebook format: %s' % new_format)
3586 3586 with open(old_fname, 'r') as f:
3587 3587 s = f.read()
3588 3588 try:
3589 3589 nb = current.reads(s, old_format)
3590 3590 except:
3591 3591 nb = current.reads(s, u'xml')
3592 3592 with open(new_fname, 'w') as f:
3593 3593 current.write(nb, f, new_format)
3594 3594
3595 3595 def magic_config(self, s):
3596 3596 """configure IPython
3597 3597
3598 3598 %config Class[.trait=value]
3599 3599
3600 3600 This magic exposes most of the IPython config system. Any
3601 3601 Configurable class should be able to be configured with the simple
3602 3602 line::
3603 3603
3604 3604 %config Class.trait=value
3605 3605
3606 3606 Where `value` will be resolved in the user's namespace, if it is an
3607 3607 expression or variable name.
3608 3608
3609 3609 Examples
3610 3610 --------
3611 3611
3612 3612 To see what classes are available for config, pass no arguments::
3613 3613
3614 3614 In [1]: %config
3615 3615 Available objects for config:
3616 3616 TerminalInteractiveShell
3617 3617 HistoryManager
3618 3618 PrefilterManager
3619 3619 AliasManager
3620 3620 IPCompleter
3621 3621 PromptManager
3622 3622 DisplayFormatter
3623 3623
3624 3624 To view what is configurable on a given class, just pass the class name::
3625 3625
3626 3626 In [2]: %config IPCompleter
3627 3627 IPCompleter options
3628 3628 -----------------
3629 3629 IPCompleter.omit__names=<Enum>
3630 3630 Current: 2
3631 3631 Choices: (0, 1, 2)
3632 3632 Instruct the completer to omit private method names
3633 3633 Specifically, when completing on ``object.<tab>``.
3634 3634 When 2 [default]: all names that start with '_' will be excluded.
3635 3635 When 1: all 'magic' names (``__foo__``) will be excluded.
3636 3636 When 0: nothing will be excluded.
3637 3637 IPCompleter.merge_completions=<CBool>
3638 3638 Current: True
3639 3639 Whether to merge completion results into a single list
3640 3640 If False, only the completion results from the first non-empty completer
3641 3641 will be returned.
3642 3642 IPCompleter.greedy=<CBool>
3643 3643 Current: False
3644 3644 Activate greedy completion
3645 3645 This will enable completion on elements of lists, results of function calls,
3646 3646 etc., but can be unsafe because the code is actually evaluated on TAB.
3647 3647
3648 3648 but the real use is in setting values::
3649 3649
3650 3650 In [3]: %config IPCompleter.greedy = True
3651 3651
3652 3652 and these values are read from the user_ns if they are variables::
3653 3653
3654 3654 In [4]: feeling_greedy=False
3655 3655
3656 3656 In [5]: %config IPCompleter.greedy = feeling_greedy
3657 3657
3658 3658 """
3659 3659 from IPython.config.loader import Config
3660 3660 # some IPython objects are Configurable, but do not yet have
3661 3661 # any configurable traits. Exclude them from the effects of
3662 3662 # this magic, as their presence is just noise:
3663 3663 configurables = [ c for c in self.configurables if c.__class__.class_traits(config=True) ]
3664 3664 classnames = [ c.__class__.__name__ for c in configurables ]
3665 3665
3666 3666 line = s.strip()
3667 3667 if not line:
3668 3668 # print available configurable names
3669 3669 print "Available objects for config:"
3670 3670 for name in classnames:
3671 3671 print " ", name
3672 3672 return
3673 3673 elif line in classnames:
3674 3674 # `%config TerminalInteractiveShell` will print trait info for
3675 3675 # TerminalInteractiveShell
3676 3676 c = configurables[classnames.index(line)]
3677 3677 cls = c.__class__
3678 3678 help = cls.class_get_help(c)
3679 3679 # strip leading '--' from cl-args:
3680 3680 help = re.sub(re.compile(r'^--', re.MULTILINE), '', help)
3681 3681 print help
3682 3682 return
3683 3683 elif '=' not in line:
3684 3684 raise UsageError("Invalid config statement: %r, should be Class.trait = value" % line)
3685 3685
3686 3686
3687 3687 # otherwise, assume we are setting configurables.
3688 3688 # leave quotes on args when splitting, because we want
3689 3689 # unquoted args to eval in user_ns
3690 3690 cfg = Config()
3691 3691 exec "cfg."+line in locals(), self.user_ns
3692 3692
3693 3693 for configurable in configurables:
3694 3694 try:
3695 3695 configurable.update_config(cfg)
3696 3696 except Exception as e:
3697 3697 error(e)
3698 3698
3699 3699 # end Magic
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