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