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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) 2008-2009 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__
19 19 import __future__
20 20 import bdb
21 21 import inspect
22 22 import os
23 23 import sys
24 24 import shutil
25 25 import re
26 26 import time
27 27 import textwrap
28 28 from cStringIO 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.macro import Macro
50 50 from IPython.core import page
51 51 from IPython.core.prefilter import ESC_MAGIC
52 52 from IPython.lib.pylabtools import mpl_runner
53 53 from IPython.external.Itpl import itpl, printpl
54 54 from IPython.testing import decorators as testdec
55 55 from IPython.utils.io import file_read, nlprint
56 56 import IPython.utils.io
57 57 from IPython.utils.path import get_py_filename
58 58 from IPython.utils.process import arg_split, abbrev_cwd
59 59 from IPython.utils.terminal import set_term_title
60 60 from IPython.utils.text import LSString, SList, format_screen
61 61 from IPython.utils.timing import clock, clock2
62 62 from IPython.utils.warn import warn, error
63 63 from IPython.utils.ipstruct import Struct
64 64 import IPython.utils.generics
65 65
66 66 #-----------------------------------------------------------------------------
67 67 # Utility functions
68 68 #-----------------------------------------------------------------------------
69 69
70 70 def on_off(tag):
71 71 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
72 72 return ['OFF','ON'][tag]
73 73
74 74 class Bunch: pass
75 75
76 76 def compress_dhist(dh):
77 77 head, tail = dh[:-10], dh[-10:]
78 78
79 79 newhead = []
80 80 done = set()
81 81 for h in head:
82 82 if h in done:
83 83 continue
84 84 newhead.append(h)
85 85 done.add(h)
86 86
87 87 return newhead + tail
88 88
89 89 def needs_local_scope(func):
90 90 """Decorator to mark magic functions which need to local scope to run."""
91 91 func.needs_local_scope = True
92 92 return func
93 93
94 94 #***************************************************************************
95 95 # Main class implementing Magic functionality
96 96
97 97 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
98 98 # on construction of the main InteractiveShell object. Something odd is going
99 99 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
100 100 # eventually this needs to be clarified.
101 101 # BG: This is because InteractiveShell inherits from this, but is itself a
102 102 # Configurable. This messes up the MRO in some way. The fix is that we need to
103 103 # make Magic a configurable that InteractiveShell does not subclass.
104 104
105 105 class Magic:
106 106 """Magic functions for InteractiveShell.
107 107
108 108 Shell functions which can be reached as %function_name. All magic
109 109 functions should accept a string, which they can parse for their own
110 110 needs. This can make some functions easier to type, eg `%cd ../`
111 111 vs. `%cd("../")`
112 112
113 113 ALL definitions MUST begin with the prefix magic_. The user won't need it
114 114 at the command line, but it is is needed in the definition. """
115 115
116 116 # class globals
117 117 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
118 118 'Automagic is ON, % prefix NOT needed for magic functions.']
119 119
120 120 #......................................................................
121 121 # some utility functions
122 122
123 123 def __init__(self,shell):
124 124
125 125 self.options_table = {}
126 126 if profile is None:
127 127 self.magic_prun = self.profile_missing_notice
128 128 self.shell = shell
129 129
130 130 # namespace for holding state we may need
131 131 self._magic_state = Bunch()
132 132
133 133 def profile_missing_notice(self, *args, **kwargs):
134 134 error("""\
135 135 The profile module could not be found. It has been removed from the standard
136 136 python packages because of its non-free license. To use profiling, install the
137 137 python-profiler package from non-free.""")
138 138
139 139 def default_option(self,fn,optstr):
140 140 """Make an entry in the options_table for fn, with value optstr"""
141 141
142 142 if fn not in self.lsmagic():
143 143 error("%s is not a magic function" % fn)
144 144 self.options_table[fn] = optstr
145 145
146 146 def lsmagic(self):
147 147 """Return a list of currently available magic functions.
148 148
149 149 Gives a list of the bare names after mangling (['ls','cd', ...], not
150 150 ['magic_ls','magic_cd',...]"""
151 151
152 152 # FIXME. This needs a cleanup, in the way the magics list is built.
153 153
154 154 # magics in class definition
155 155 class_magic = lambda fn: fn.startswith('magic_') and \
156 156 callable(Magic.__dict__[fn])
157 157 # in instance namespace (run-time user additions)
158 158 inst_magic = lambda fn: fn.startswith('magic_') and \
159 159 callable(self.__dict__[fn])
160 160 # and bound magics by user (so they can access self):
161 161 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
162 162 callable(self.__class__.__dict__[fn])
163 163 magics = filter(class_magic,Magic.__dict__.keys()) + \
164 164 filter(inst_magic,self.__dict__.keys()) + \
165 165 filter(inst_bound_magic,self.__class__.__dict__.keys())
166 166 out = []
167 167 for fn in set(magics):
168 168 out.append(fn.replace('magic_','',1))
169 169 out.sort()
170 170 return out
171 171
172 172 def extract_input_lines(self, range_str, raw=False):
173 173 """Return as a string a set of input history slices.
174 174
175 175 Inputs:
176 176
177 177 - range_str: the set of slices is given as a string, like
178 178 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
179 179 which get their arguments as strings. The number before the / is the
180 180 session number: ~n goes n back from the current session.
181 181
182 182 Optional inputs:
183 183
184 184 - raw(False): by default, the processed input is used. If this is
185 185 true, the raw input history is used instead.
186 186
187 187 Note that slices can be called with two notations:
188 188
189 189 N:M -> standard python form, means including items N...(M-1).
190 190
191 191 N-M -> include items N..M (closed endpoint)."""
192 192 lines = self.shell.history_manager.\
193 193 get_range_by_str(range_str, raw=raw)
194 194 return "\n".join(x for _, _, x in lines)
195 195
196 196 def arg_err(self,func):
197 197 """Print docstring if incorrect arguments were passed"""
198 198 print 'Error in arguments:'
199 199 print oinspect.getdoc(func)
200 200
201 201 def format_latex(self,strng):
202 202 """Format a string for latex inclusion."""
203 203
204 204 # Characters that need to be escaped for latex:
205 205 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
206 206 # Magic command names as headers:
207 207 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
208 208 re.MULTILINE)
209 209 # Magic commands
210 210 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
211 211 re.MULTILINE)
212 212 # Paragraph continue
213 213 par_re = re.compile(r'\\$',re.MULTILINE)
214 214
215 215 # The "\n" symbol
216 216 newline_re = re.compile(r'\\n')
217 217
218 218 # Now build the string for output:
219 219 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
220 220 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
221 221 strng)
222 222 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
223 223 strng = par_re.sub(r'\\\\',strng)
224 224 strng = escape_re.sub(r'\\\1',strng)
225 225 strng = newline_re.sub(r'\\textbackslash{}n',strng)
226 226 return strng
227 227
228 228 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
229 229 """Parse options passed to an argument string.
230 230
231 231 The interface is similar to that of getopt(), but it returns back a
232 232 Struct with the options as keys and the stripped argument string still
233 233 as a string.
234 234
235 235 arg_str is quoted as a true sys.argv vector by using shlex.split.
236 236 This allows us to easily expand variables, glob files, quote
237 237 arguments, etc.
238 238
239 239 Options:
240 240 -mode: default 'string'. If given as 'list', the argument string is
241 241 returned as a list (split on whitespace) instead of a string.
242 242
243 243 -list_all: put all option values in lists. Normally only options
244 244 appearing more than once are put in a list.
245 245
246 246 -posix (True): whether to split the input line in POSIX mode or not,
247 247 as per the conventions outlined in the shlex module from the
248 248 standard library."""
249 249
250 250 # inject default options at the beginning of the input line
251 251 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
252 252 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
253 253
254 254 mode = kw.get('mode','string')
255 255 if mode not in ['string','list']:
256 256 raise ValueError,'incorrect mode given: %s' % mode
257 257 # Get options
258 258 list_all = kw.get('list_all',0)
259 259 posix = kw.get('posix', os.name == 'posix')
260 260
261 261 # Check if we have more than one argument to warrant extra processing:
262 262 odict = {} # Dictionary with options
263 263 args = arg_str.split()
264 264 if len(args) >= 1:
265 265 # If the list of inputs only has 0 or 1 thing in it, there's no
266 266 # need to look for options
267 267 argv = arg_split(arg_str,posix)
268 268 # Do regular option processing
269 269 try:
270 270 opts,args = getopt(argv,opt_str,*long_opts)
271 271 except GetoptError,e:
272 272 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
273 273 " ".join(long_opts)))
274 274 for o,a in opts:
275 275 if o.startswith('--'):
276 276 o = o[2:]
277 277 else:
278 278 o = o[1:]
279 279 try:
280 280 odict[o].append(a)
281 281 except AttributeError:
282 282 odict[o] = [odict[o],a]
283 283 except KeyError:
284 284 if list_all:
285 285 odict[o] = [a]
286 286 else:
287 287 odict[o] = a
288 288
289 289 # Prepare opts,args for return
290 290 opts = Struct(odict)
291 291 if mode == 'string':
292 292 args = ' '.join(args)
293 293
294 294 return opts,args
295 295
296 296 #......................................................................
297 297 # And now the actual magic functions
298 298
299 299 # Functions for IPython shell work (vars,funcs, config, etc)
300 300 def magic_lsmagic(self, parameter_s = ''):
301 301 """List currently available magic functions."""
302 302 mesc = ESC_MAGIC
303 303 print 'Available magic functions:\n'+mesc+\
304 304 (' '+mesc).join(self.lsmagic())
305 305 print '\n' + Magic.auto_status[self.shell.automagic]
306 306 return None
307 307
308 308 def magic_magic(self, parameter_s = ''):
309 309 """Print information about the magic function system.
310 310
311 311 Supported formats: -latex, -brief, -rest
312 312 """
313 313
314 314 mode = ''
315 315 try:
316 316 if parameter_s.split()[0] == '-latex':
317 317 mode = 'latex'
318 318 if parameter_s.split()[0] == '-brief':
319 319 mode = 'brief'
320 320 if parameter_s.split()[0] == '-rest':
321 321 mode = 'rest'
322 322 rest_docs = []
323 323 except:
324 324 pass
325 325
326 326 magic_docs = []
327 327 for fname in self.lsmagic():
328 328 mname = 'magic_' + fname
329 329 for space in (Magic,self,self.__class__):
330 330 try:
331 331 fn = space.__dict__[mname]
332 332 except KeyError:
333 333 pass
334 334 else:
335 335 break
336 336 if mode == 'brief':
337 337 # only first line
338 338 if fn.__doc__:
339 339 fndoc = fn.__doc__.split('\n',1)[0]
340 340 else:
341 341 fndoc = 'No documentation'
342 342 else:
343 343 if fn.__doc__:
344 344 fndoc = fn.__doc__.rstrip()
345 345 else:
346 346 fndoc = 'No documentation'
347 347
348 348
349 349 if mode == 'rest':
350 350 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
351 351 fname,fndoc))
352 352
353 353 else:
354 354 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
355 355 fname,fndoc))
356 356
357 357 magic_docs = ''.join(magic_docs)
358 358
359 359 if mode == 'rest':
360 360 return "".join(rest_docs)
361 361
362 362 if mode == 'latex':
363 363 print self.format_latex(magic_docs)
364 364 return
365 365 else:
366 366 magic_docs = format_screen(magic_docs)
367 367 if mode == 'brief':
368 368 return magic_docs
369 369
370 370 outmsg = """
371 371 IPython's 'magic' functions
372 372 ===========================
373 373
374 374 The magic function system provides a series of functions which allow you to
375 375 control the behavior of IPython itself, plus a lot of system-type
376 376 features. All these functions are prefixed with a % character, but parameters
377 377 are given without parentheses or quotes.
378 378
379 379 NOTE: If you have 'automagic' enabled (via the command line option or with the
380 380 %automagic function), you don't need to type in the % explicitly. By default,
381 381 IPython ships with automagic on, so you should only rarely need the % escape.
382 382
383 383 Example: typing '%cd mydir' (without the quotes) changes you working directory
384 384 to 'mydir', if it exists.
385 385
386 386 You can define your own magic functions to extend the system. See the supplied
387 387 ipythonrc and example-magic.py files for details (in your ipython
388 388 configuration directory, typically $HOME/.config/ipython on Linux or $HOME/.ipython elsewhere).
389 389
390 390 You can also define your own aliased names for magic functions. In your
391 391 ipythonrc file, placing a line like:
392 392
393 393 execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile
394 394
395 395 will define %pf as a new name for %profile.
396 396
397 397 You can also call magics in code using the magic() function, which IPython
398 398 automatically adds to the builtin namespace. Type 'magic?' for details.
399 399
400 400 For a list of the available magic functions, use %lsmagic. For a description
401 401 of any of them, type %magic_name?, e.g. '%cd?'.
402 402
403 403 Currently the magic system has the following functions:\n"""
404 404
405 405 mesc = ESC_MAGIC
406 406 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
407 407 "\n\n%s%s\n\n%s" % (outmsg,
408 408 magic_docs,mesc,mesc,
409 409 (' '+mesc).join(self.lsmagic()),
410 410 Magic.auto_status[self.shell.automagic] ) )
411 411 page.page(outmsg)
412 412
413 413 def magic_automagic(self, parameter_s = ''):
414 414 """Make magic functions callable without having to type the initial %.
415 415
416 416 Without argumentsl toggles on/off (when off, you must call it as
417 417 %automagic, of course). With arguments it sets the value, and you can
418 418 use any of (case insensitive):
419 419
420 420 - on,1,True: to activate
421 421
422 422 - off,0,False: to deactivate.
423 423
424 424 Note that magic functions have lowest priority, so if there's a
425 425 variable whose name collides with that of a magic fn, automagic won't
426 426 work for that function (you get the variable instead). However, if you
427 427 delete the variable (del var), the previously shadowed magic function
428 428 becomes visible to automagic again."""
429 429
430 430 arg = parameter_s.lower()
431 431 if parameter_s in ('on','1','true'):
432 432 self.shell.automagic = True
433 433 elif parameter_s in ('off','0','false'):
434 434 self.shell.automagic = False
435 435 else:
436 436 self.shell.automagic = not self.shell.automagic
437 437 print '\n' + Magic.auto_status[self.shell.automagic]
438 438
439 439 @testdec.skip_doctest
440 440 def magic_autocall(self, parameter_s = ''):
441 441 """Make functions callable without having to type parentheses.
442 442
443 443 Usage:
444 444
445 445 %autocall [mode]
446 446
447 447 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
448 448 value is toggled on and off (remembering the previous state).
449 449
450 450 In more detail, these values mean:
451 451
452 452 0 -> fully disabled
453 453
454 454 1 -> active, but do not apply if there are no arguments on the line.
455 455
456 456 In this mode, you get:
457 457
458 458 In [1]: callable
459 459 Out[1]: <built-in function callable>
460 460
461 461 In [2]: callable 'hello'
462 462 ------> callable('hello')
463 463 Out[2]: False
464 464
465 465 2 -> Active always. Even if no arguments are present, the callable
466 466 object is called:
467 467
468 468 In [2]: float
469 469 ------> float()
470 470 Out[2]: 0.0
471 471
472 472 Note that even with autocall off, you can still use '/' at the start of
473 473 a line to treat the first argument on the command line as a function
474 474 and add parentheses to it:
475 475
476 476 In [8]: /str 43
477 477 ------> str(43)
478 478 Out[8]: '43'
479 479
480 480 # all-random (note for auto-testing)
481 481 """
482 482
483 483 if parameter_s:
484 484 arg = int(parameter_s)
485 485 else:
486 486 arg = 'toggle'
487 487
488 488 if not arg in (0,1,2,'toggle'):
489 489 error('Valid modes: (0->Off, 1->Smart, 2->Full')
490 490 return
491 491
492 492 if arg in (0,1,2):
493 493 self.shell.autocall = arg
494 494 else: # toggle
495 495 if self.shell.autocall:
496 496 self._magic_state.autocall_save = self.shell.autocall
497 497 self.shell.autocall = 0
498 498 else:
499 499 try:
500 500 self.shell.autocall = self._magic_state.autocall_save
501 501 except AttributeError:
502 502 self.shell.autocall = self._magic_state.autocall_save = 1
503 503
504 504 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
505 505
506 506
507 507 def magic_page(self, parameter_s=''):
508 508 """Pretty print the object and display it through a pager.
509 509
510 510 %page [options] OBJECT
511 511
512 512 If no object is given, use _ (last output).
513 513
514 514 Options:
515 515
516 516 -r: page str(object), don't pretty-print it."""
517 517
518 518 # After a function contributed by Olivier Aubert, slightly modified.
519 519
520 520 # Process options/args
521 521 opts,args = self.parse_options(parameter_s,'r')
522 522 raw = 'r' in opts
523 523
524 524 oname = args and args or '_'
525 525 info = self._ofind(oname)
526 526 if info['found']:
527 527 txt = (raw and str or pformat)( info['obj'] )
528 528 page.page(txt)
529 529 else:
530 530 print 'Object `%s` not found' % oname
531 531
532 532 def magic_profile(self, parameter_s=''):
533 533 """Print your currently active IPython profile."""
534 534 if self.shell.profile:
535 535 printpl('Current IPython profile: $self.shell.profile.')
536 536 else:
537 537 print 'No profile active.'
538 538
539 539 def magic_pinfo(self, parameter_s='', namespaces=None):
540 540 """Provide detailed information about an object.
541 541
542 542 '%pinfo object' is just a synonym for object? or ?object."""
543 543
544 544 #print 'pinfo par: <%s>' % parameter_s # dbg
545 545
546 546
547 547 # detail_level: 0 -> obj? , 1 -> obj??
548 548 detail_level = 0
549 549 # We need to detect if we got called as 'pinfo pinfo foo', which can
550 550 # happen if the user types 'pinfo foo?' at the cmd line.
551 551 pinfo,qmark1,oname,qmark2 = \
552 552 re.match('(pinfo )?(\?*)(.*?)(\??$)',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 @testdec.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 is given, the default is read from your ipythonrc
659 659 file. The option name which sets this value is
660 660 'wildcards_case_sensitive'. If this option is not specified in your
661 661 ipythonrc file, IPython's internal default is to do a case sensitive
662 662 search.
663 663
664 664 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
665 665 specifiy can be searched in any of the following namespaces:
666 666 'builtin', 'user', 'user_global','internal', 'alias', where
667 667 'builtin' and 'user' are the search defaults. Note that you should
668 668 not use quotes when specifying namespaces.
669 669
670 670 'Builtin' contains the python module builtin, 'user' contains all
671 671 user data, 'alias' only contain the shell aliases and no python
672 672 objects, 'internal' contains objects used by IPython. The
673 673 'user_global' namespace is only used by embedded IPython instances,
674 674 and it contains module-level globals. You can add namespaces to the
675 675 search with -s or exclude them with -e (these options can be given
676 676 more than once).
677 677
678 678 Examples:
679 679
680 680 %psearch a* -> objects beginning with an a
681 681 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
682 682 %psearch a* function -> all functions beginning with an a
683 683 %psearch re.e* -> objects beginning with an e in module re
684 684 %psearch r*.e* -> objects that start with e in modules starting in r
685 685 %psearch r*.* string -> all strings in modules beginning with r
686 686
687 687 Case sensitve search:
688 688
689 689 %psearch -c a* list all object beginning with lower case a
690 690
691 691 Show objects beginning with a single _:
692 692
693 693 %psearch -a _* list objects beginning with a single underscore"""
694 694 try:
695 695 parameter_s = parameter_s.encode('ascii')
696 696 except UnicodeEncodeError:
697 697 print 'Python identifiers can only contain ascii characters.'
698 698 return
699 699
700 700 # default namespaces to be searched
701 701 def_search = ['user','builtin']
702 702
703 703 # Process options/args
704 704 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
705 705 opt = opts.get
706 706 shell = self.shell
707 707 psearch = shell.inspector.psearch
708 708
709 709 # select case options
710 710 if opts.has_key('i'):
711 711 ignore_case = True
712 712 elif opts.has_key('c'):
713 713 ignore_case = False
714 714 else:
715 715 ignore_case = not shell.wildcards_case_sensitive
716 716
717 717 # Build list of namespaces to search from user options
718 718 def_search.extend(opt('s',[]))
719 719 ns_exclude = ns_exclude=opt('e',[])
720 720 ns_search = [nm for nm in def_search if nm not in ns_exclude]
721 721
722 722 # Call the actual search
723 723 try:
724 724 psearch(args,shell.ns_table,ns_search,
725 725 show_all=opt('a'),ignore_case=ignore_case)
726 726 except:
727 727 shell.showtraceback()
728 728
729 729 @testdec.skip_doctest
730 730 def magic_who_ls(self, parameter_s=''):
731 731 """Return a sorted list of all interactive variables.
732 732
733 733 If arguments are given, only variables of types matching these
734 734 arguments are returned.
735 735
736 736 Examples
737 737 --------
738 738
739 739 Define two variables and list them with who_ls::
740 740
741 741 In [1]: alpha = 123
742 742
743 743 In [2]: beta = 'test'
744 744
745 745 In [3]: %who_ls
746 746 Out[3]: ['alpha', 'beta']
747 747
748 748 In [4]: %who_ls int
749 749 Out[4]: ['alpha']
750 750
751 751 In [5]: %who_ls str
752 752 Out[5]: ['beta']
753 753 """
754 754
755 755 user_ns = self.shell.user_ns
756 756 internal_ns = self.shell.internal_ns
757 757 user_ns_hidden = self.shell.user_ns_hidden
758 758 out = [ i for i in user_ns
759 759 if not i.startswith('_') \
760 760 and not (i in internal_ns or i in user_ns_hidden) ]
761 761
762 762 typelist = parameter_s.split()
763 763 if typelist:
764 764 typeset = set(typelist)
765 765 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
766 766
767 767 out.sort()
768 768 return out
769 769
770 770 @testdec.skip_doctest
771 771 def magic_who(self, parameter_s=''):
772 772 """Print all interactive variables, with some minimal formatting.
773 773
774 774 If any arguments are given, only variables whose type matches one of
775 775 these are printed. For example:
776 776
777 777 %who function str
778 778
779 779 will only list functions and strings, excluding all other types of
780 780 variables. To find the proper type names, simply use type(var) at a
781 781 command line to see how python prints type names. For example:
782 782
783 783 In [1]: type('hello')\\
784 784 Out[1]: <type 'str'>
785 785
786 786 indicates that the type name for strings is 'str'.
787 787
788 788 %who always excludes executed names loaded through your configuration
789 789 file and things which are internal to IPython.
790 790
791 791 This is deliberate, as typically you may load many modules and the
792 792 purpose of %who is to show you only what you've manually defined.
793 793
794 794 Examples
795 795 --------
796 796
797 797 Define two variables and list them with who::
798 798
799 799 In [1]: alpha = 123
800 800
801 801 In [2]: beta = 'test'
802 802
803 803 In [3]: %who
804 804 alpha beta
805 805
806 806 In [4]: %who int
807 807 alpha
808 808
809 809 In [5]: %who str
810 810 beta
811 811 """
812 812
813 813 varlist = self.magic_who_ls(parameter_s)
814 814 if not varlist:
815 815 if parameter_s:
816 816 print 'No variables match your requested type.'
817 817 else:
818 818 print 'Interactive namespace is empty.'
819 819 return
820 820
821 821 # if we have variables, move on...
822 822 count = 0
823 823 for i in varlist:
824 824 print i+'\t',
825 825 count += 1
826 826 if count > 8:
827 827 count = 0
828 828 print
829 829 print
830 830
831 831 @testdec.skip_doctest
832 832 def magic_whos(self, parameter_s=''):
833 833 """Like %who, but gives some extra information about each variable.
834 834
835 835 The same type filtering of %who can be applied here.
836 836
837 837 For all variables, the type is printed. Additionally it prints:
838 838
839 839 - For {},[],(): their length.
840 840
841 841 - For numpy arrays, a summary with shape, number of
842 842 elements, typecode and size in memory.
843 843
844 844 - Everything else: a string representation, snipping their middle if
845 845 too long.
846 846
847 847 Examples
848 848 --------
849 849
850 850 Define two variables and list them with whos::
851 851
852 852 In [1]: alpha = 123
853 853
854 854 In [2]: beta = 'test'
855 855
856 856 In [3]: %whos
857 857 Variable Type Data/Info
858 858 --------------------------------
859 859 alpha int 123
860 860 beta str test
861 861 """
862 862
863 863 varnames = self.magic_who_ls(parameter_s)
864 864 if not varnames:
865 865 if parameter_s:
866 866 print 'No variables match your requested type.'
867 867 else:
868 868 print 'Interactive namespace is empty.'
869 869 return
870 870
871 871 # if we have variables, move on...
872 872
873 873 # for these types, show len() instead of data:
874 874 seq_types = ['dict', 'list', 'tuple']
875 875
876 876 # for numpy/Numeric arrays, display summary info
877 877 try:
878 878 import numpy
879 879 except ImportError:
880 880 ndarray_type = None
881 881 else:
882 882 ndarray_type = numpy.ndarray.__name__
883 883 try:
884 884 import Numeric
885 885 except ImportError:
886 886 array_type = None
887 887 else:
888 888 array_type = Numeric.ArrayType.__name__
889 889
890 890 # Find all variable names and types so we can figure out column sizes
891 891 def get_vars(i):
892 892 return self.shell.user_ns[i]
893 893
894 894 # some types are well known and can be shorter
895 895 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
896 896 def type_name(v):
897 897 tn = type(v).__name__
898 898 return abbrevs.get(tn,tn)
899 899
900 900 varlist = map(get_vars,varnames)
901 901
902 902 typelist = []
903 903 for vv in varlist:
904 904 tt = type_name(vv)
905 905
906 906 if tt=='instance':
907 907 typelist.append( abbrevs.get(str(vv.__class__),
908 908 str(vv.__class__)))
909 909 else:
910 910 typelist.append(tt)
911 911
912 912 # column labels and # of spaces as separator
913 913 varlabel = 'Variable'
914 914 typelabel = 'Type'
915 915 datalabel = 'Data/Info'
916 916 colsep = 3
917 917 # variable format strings
918 918 vformat = "$vname.ljust(varwidth)$vtype.ljust(typewidth)"
919 919 vfmt_short = '$vstr[:25]<...>$vstr[-25:]'
920 920 aformat = "%s: %s elems, type `%s`, %s bytes"
921 921 # find the size of the columns to format the output nicely
922 922 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
923 923 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
924 924 # table header
925 925 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
926 926 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
927 927 # and the table itself
928 928 kb = 1024
929 929 Mb = 1048576 # kb**2
930 930 for vname,var,vtype in zip(varnames,varlist,typelist):
931 931 print itpl(vformat),
932 932 if vtype in seq_types:
933 933 print "n="+str(len(var))
934 934 elif vtype in [array_type,ndarray_type]:
935 935 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
936 936 if vtype==ndarray_type:
937 937 # numpy
938 938 vsize = var.size
939 939 vbytes = vsize*var.itemsize
940 940 vdtype = var.dtype
941 941 else:
942 942 # Numeric
943 943 vsize = Numeric.size(var)
944 944 vbytes = vsize*var.itemsize()
945 945 vdtype = var.typecode()
946 946
947 947 if vbytes < 100000:
948 948 print aformat % (vshape,vsize,vdtype,vbytes)
949 949 else:
950 950 print aformat % (vshape,vsize,vdtype,vbytes),
951 951 if vbytes < Mb:
952 952 print '(%s kb)' % (vbytes/kb,)
953 953 else:
954 954 print '(%s Mb)' % (vbytes/Mb,)
955 955 else:
956 956 try:
957 957 vstr = str(var)
958 958 except UnicodeEncodeError:
959 959 vstr = unicode(var).encode(sys.getdefaultencoding(),
960 960 'backslashreplace')
961 961 vstr = vstr.replace('\n','\\n')
962 962 if len(vstr) < 50:
963 963 print vstr
964 964 else:
965 965 printpl(vfmt_short)
966 966
967 967 def magic_reset(self, parameter_s=''):
968 968 """Resets the namespace by removing all names defined by the user.
969 969
970 970 Input/Output history are left around in case you need them.
971 971
972 972 Parameters
973 973 ----------
974 974 -f : force reset without asking for confirmation.
975 975
976 976 Examples
977 977 --------
978 978 In [6]: a = 1
979 979
980 980 In [7]: a
981 981 Out[7]: 1
982 982
983 983 In [8]: 'a' in _ip.user_ns
984 984 Out[8]: True
985 985
986 986 In [9]: %reset -f
987 987
988 988 In [10]: 'a' in _ip.user_ns
989 989 Out[10]: False
990 990 """
991 991
992 992 if parameter_s == '-f':
993 993 ans = True
994 994 else:
995 995 ans = self.shell.ask_yes_no(
996 996 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
997 997 if not ans:
998 998 print 'Nothing done.'
999 999 return
1000 1000 user_ns = self.shell.user_ns
1001 1001 for i in self.magic_who_ls():
1002 1002 del(user_ns[i])
1003 1003
1004 1004 # Also flush the private list of module references kept for script
1005 1005 # execution protection
1006 1006 self.shell.clear_main_mod_cache()
1007 1007
1008 1008 def magic_reset_selective(self, parameter_s=''):
1009 1009 """Resets the namespace by removing names defined by the user.
1010 1010
1011 1011 Input/Output history are left around in case you need them.
1012 1012
1013 1013 %reset_selective [-f] regex
1014 1014
1015 1015 No action is taken if regex is not included
1016 1016
1017 1017 Options
1018 1018 -f : force reset without asking for confirmation.
1019 1019
1020 1020 Examples
1021 1021 --------
1022 1022
1023 1023 We first fully reset the namespace so your output looks identical to
1024 1024 this example for pedagogical reasons; in practice you do not need a
1025 1025 full reset.
1026 1026
1027 1027 In [1]: %reset -f
1028 1028
1029 1029 Now, with a clean namespace we can make a few variables and use
1030 1030 %reset_selective to only delete names that match our regexp:
1031 1031
1032 1032 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1033 1033
1034 1034 In [3]: who_ls
1035 1035 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1036 1036
1037 1037 In [4]: %reset_selective -f b[2-3]m
1038 1038
1039 1039 In [5]: who_ls
1040 1040 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1041 1041
1042 1042 In [6]: %reset_selective -f d
1043 1043
1044 1044 In [7]: who_ls
1045 1045 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1046 1046
1047 1047 In [8]: %reset_selective -f c
1048 1048
1049 1049 In [9]: who_ls
1050 1050 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1051 1051
1052 1052 In [10]: %reset_selective -f b
1053 1053
1054 1054 In [11]: who_ls
1055 1055 Out[11]: ['a']
1056 1056 """
1057 1057
1058 1058 opts, regex = self.parse_options(parameter_s,'f')
1059 1059
1060 1060 if opts.has_key('f'):
1061 1061 ans = True
1062 1062 else:
1063 1063 ans = self.shell.ask_yes_no(
1064 1064 "Once deleted, variables cannot be recovered. Proceed (y/[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_logstart(self,parameter_s=''):
1082 1082 """Start logging anywhere in a session.
1083 1083
1084 1084 %logstart [-o|-r|-t] [log_name [log_mode]]
1085 1085
1086 1086 If no name is given, it defaults to a file named 'ipython_log.py' in your
1087 1087 current directory, in 'rotate' mode (see below).
1088 1088
1089 1089 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1090 1090 history up to that point and then continues logging.
1091 1091
1092 1092 %logstart takes a second optional parameter: logging mode. This can be one
1093 1093 of (note that the modes are given unquoted):\\
1094 1094 append: well, that says it.\\
1095 1095 backup: rename (if exists) to name~ and start name.\\
1096 1096 global: single logfile in your home dir, appended to.\\
1097 1097 over : overwrite existing log.\\
1098 1098 rotate: create rotating logs name.1~, name.2~, etc.
1099 1099
1100 1100 Options:
1101 1101
1102 1102 -o: log also IPython's output. In this mode, all commands which
1103 1103 generate an Out[NN] prompt are recorded to the logfile, right after
1104 1104 their corresponding input line. The output lines are always
1105 1105 prepended with a '#[Out]# ' marker, so that the log remains valid
1106 1106 Python code.
1107 1107
1108 1108 Since this marker is always the same, filtering only the output from
1109 1109 a log is very easy, using for example a simple awk call:
1110 1110
1111 1111 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1112 1112
1113 1113 -r: log 'raw' input. Normally, IPython's logs contain the processed
1114 1114 input, so that user lines are logged in their final form, converted
1115 1115 into valid Python. For example, %Exit is logged as
1116 1116 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1117 1117 exactly as typed, with no transformations applied.
1118 1118
1119 1119 -t: put timestamps before each input line logged (these are put in
1120 1120 comments)."""
1121 1121
1122 1122 opts,par = self.parse_options(parameter_s,'ort')
1123 1123 log_output = 'o' in opts
1124 1124 log_raw_input = 'r' in opts
1125 1125 timestamp = 't' in opts
1126 1126
1127 1127 logger = self.shell.logger
1128 1128
1129 1129 # if no args are given, the defaults set in the logger constructor by
1130 1130 # ipytohn remain valid
1131 1131 if par:
1132 1132 try:
1133 1133 logfname,logmode = par.split()
1134 1134 except:
1135 1135 logfname = par
1136 1136 logmode = 'backup'
1137 1137 else:
1138 1138 logfname = logger.logfname
1139 1139 logmode = logger.logmode
1140 1140 # put logfname into rc struct as if it had been called on the command
1141 1141 # line, so it ends up saved in the log header Save it in case we need
1142 1142 # to restore it...
1143 1143 old_logfile = self.shell.logfile
1144 1144 if logfname:
1145 1145 logfname = os.path.expanduser(logfname)
1146 1146 self.shell.logfile = logfname
1147 1147
1148 1148 loghead = '# IPython log file\n\n'
1149 1149 try:
1150 1150 started = logger.logstart(logfname,loghead,logmode,
1151 1151 log_output,timestamp,log_raw_input)
1152 1152 except:
1153 1153 self.shell.logfile = old_logfile
1154 1154 warn("Couldn't start log: %s" % sys.exc_info()[1])
1155 1155 else:
1156 1156 # log input history up to this point, optionally interleaving
1157 1157 # output if requested
1158 1158
1159 1159 if timestamp:
1160 1160 # disable timestamping for the previous history, since we've
1161 1161 # lost those already (no time machine here).
1162 1162 logger.timestamp = False
1163 1163
1164 1164 if log_raw_input:
1165 1165 input_hist = self.shell.history_manager.input_hist_raw
1166 1166 else:
1167 1167 input_hist = self.shell.history_manager.input_hist_parsed
1168 1168
1169 1169 if log_output:
1170 1170 log_write = logger.log_write
1171 1171 output_hist = self.shell.history_manager.output_hist
1172 1172 for n in range(1,len(input_hist)-1):
1173 1173 log_write(input_hist[n].rstrip())
1174 1174 if n in output_hist:
1175 1175 log_write(repr(output_hist[n]),'output')
1176 1176 else:
1177 1177 logger.log_write(''.join(input_hist[1:]))
1178 1178 if timestamp:
1179 1179 # re-enable timestamping
1180 1180 logger.timestamp = True
1181 1181
1182 1182 print ('Activating auto-logging. '
1183 1183 'Current session state plus future input saved.')
1184 1184 logger.logstate()
1185 1185
1186 1186 def magic_logstop(self,parameter_s=''):
1187 1187 """Fully stop logging and close log file.
1188 1188
1189 1189 In order to start logging again, a new %logstart call needs to be made,
1190 1190 possibly (though not necessarily) with a new filename, mode and other
1191 1191 options."""
1192 1192 self.logger.logstop()
1193 1193
1194 1194 def magic_logoff(self,parameter_s=''):
1195 1195 """Temporarily stop logging.
1196 1196
1197 1197 You must have previously started logging."""
1198 1198 self.shell.logger.switch_log(0)
1199 1199
1200 1200 def magic_logon(self,parameter_s=''):
1201 1201 """Restart logging.
1202 1202
1203 1203 This function is for restarting logging which you've temporarily
1204 1204 stopped with %logoff. For starting logging for the first time, you
1205 1205 must use the %logstart function, which allows you to specify an
1206 1206 optional log filename."""
1207 1207
1208 1208 self.shell.logger.switch_log(1)
1209 1209
1210 1210 def magic_logstate(self,parameter_s=''):
1211 1211 """Print the status of the logging system."""
1212 1212
1213 1213 self.shell.logger.logstate()
1214 1214
1215 1215 def magic_pdb(self, parameter_s=''):
1216 1216 """Control the automatic calling of the pdb interactive debugger.
1217 1217
1218 1218 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1219 1219 argument it works as a toggle.
1220 1220
1221 1221 When an exception is triggered, IPython can optionally call the
1222 1222 interactive pdb debugger after the traceback printout. %pdb toggles
1223 1223 this feature on and off.
1224 1224
1225 1225 The initial state of this feature is set in your ipythonrc
1226 1226 configuration file (the variable is called 'pdb').
1227 1227
1228 1228 If you want to just activate the debugger AFTER an exception has fired,
1229 1229 without having to type '%pdb on' and rerunning your code, you can use
1230 1230 the %debug magic."""
1231 1231
1232 1232 par = parameter_s.strip().lower()
1233 1233
1234 1234 if par:
1235 1235 try:
1236 1236 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1237 1237 except KeyError:
1238 1238 print ('Incorrect argument. Use on/1, off/0, '
1239 1239 'or nothing for a toggle.')
1240 1240 return
1241 1241 else:
1242 1242 # toggle
1243 1243 new_pdb = not self.shell.call_pdb
1244 1244
1245 1245 # set on the shell
1246 1246 self.shell.call_pdb = new_pdb
1247 1247 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1248 1248
1249 1249 def magic_debug(self, parameter_s=''):
1250 1250 """Activate the interactive debugger in post-mortem mode.
1251 1251
1252 1252 If an exception has just occurred, this lets you inspect its stack
1253 1253 frames interactively. Note that this will always work only on the last
1254 1254 traceback that occurred, so you must call this quickly after an
1255 1255 exception that you wish to inspect has fired, because if another one
1256 1256 occurs, it clobbers the previous one.
1257 1257
1258 1258 If you want IPython to automatically do this on every exception, see
1259 1259 the %pdb magic for more details.
1260 1260 """
1261 1261 self.shell.debugger(force=True)
1262 1262
1263 1263 @testdec.skip_doctest
1264 1264 def magic_prun(self, parameter_s ='',user_mode=1,
1265 1265 opts=None,arg_lst=None,prog_ns=None):
1266 1266
1267 1267 """Run a statement through the python code profiler.
1268 1268
1269 1269 Usage:
1270 1270 %prun [options] statement
1271 1271
1272 1272 The given statement (which doesn't require quote marks) is run via the
1273 1273 python profiler in a manner similar to the profile.run() function.
1274 1274 Namespaces are internally managed to work correctly; profile.run
1275 1275 cannot be used in IPython because it makes certain assumptions about
1276 1276 namespaces which do not hold under IPython.
1277 1277
1278 1278 Options:
1279 1279
1280 1280 -l <limit>: you can place restrictions on what or how much of the
1281 1281 profile gets printed. The limit value can be:
1282 1282
1283 1283 * A string: only information for function names containing this string
1284 1284 is printed.
1285 1285
1286 1286 * An integer: only these many lines are printed.
1287 1287
1288 1288 * A float (between 0 and 1): this fraction of the report is printed
1289 1289 (for example, use a limit of 0.4 to see the topmost 40% only).
1290 1290
1291 1291 You can combine several limits with repeated use of the option. For
1292 1292 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1293 1293 information about class constructors.
1294 1294
1295 1295 -r: return the pstats.Stats object generated by the profiling. This
1296 1296 object has all the information about the profile in it, and you can
1297 1297 later use it for further analysis or in other functions.
1298 1298
1299 1299 -s <key>: sort profile by given key. You can provide more than one key
1300 1300 by using the option several times: '-s key1 -s key2 -s key3...'. The
1301 1301 default sorting key is 'time'.
1302 1302
1303 1303 The following is copied verbatim from the profile documentation
1304 1304 referenced below:
1305 1305
1306 1306 When more than one key is provided, additional keys are used as
1307 1307 secondary criteria when the there is equality in all keys selected
1308 1308 before them.
1309 1309
1310 1310 Abbreviations can be used for any key names, as long as the
1311 1311 abbreviation is unambiguous. The following are the keys currently
1312 1312 defined:
1313 1313
1314 1314 Valid Arg Meaning
1315 1315 "calls" call count
1316 1316 "cumulative" cumulative time
1317 1317 "file" file name
1318 1318 "module" file name
1319 1319 "pcalls" primitive call count
1320 1320 "line" line number
1321 1321 "name" function name
1322 1322 "nfl" name/file/line
1323 1323 "stdname" standard name
1324 1324 "time" internal time
1325 1325
1326 1326 Note that all sorts on statistics are in descending order (placing
1327 1327 most time consuming items first), where as name, file, and line number
1328 1328 searches are in ascending order (i.e., alphabetical). The subtle
1329 1329 distinction between "nfl" and "stdname" is that the standard name is a
1330 1330 sort of the name as printed, which means that the embedded line
1331 1331 numbers get compared in an odd way. For example, lines 3, 20, and 40
1332 1332 would (if the file names were the same) appear in the string order
1333 1333 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1334 1334 line numbers. In fact, sort_stats("nfl") is the same as
1335 1335 sort_stats("name", "file", "line").
1336 1336
1337 1337 -T <filename>: save profile results as shown on screen to a text
1338 1338 file. The profile is still shown on screen.
1339 1339
1340 1340 -D <filename>: save (via dump_stats) profile statistics to given
1341 1341 filename. This data is in a format understod by the pstats module, and
1342 1342 is generated by a call to the dump_stats() method of profile
1343 1343 objects. The profile is still shown on screen.
1344 1344
1345 1345 If you want to run complete programs under the profiler's control, use
1346 1346 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1347 1347 contains profiler specific options as described here.
1348 1348
1349 1349 You can read the complete documentation for the profile module with::
1350 1350
1351 1351 In [1]: import profile; profile.help()
1352 1352 """
1353 1353
1354 1354 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1355 1355 # protect user quote marks
1356 1356 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1357 1357
1358 1358 if user_mode: # regular user call
1359 1359 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1360 1360 list_all=1)
1361 1361 namespace = self.shell.user_ns
1362 1362 else: # called to run a program by %run -p
1363 1363 try:
1364 1364 filename = get_py_filename(arg_lst[0])
1365 1365 except IOError,msg:
1366 1366 error(msg)
1367 1367 return
1368 1368
1369 1369 arg_str = 'execfile(filename,prog_ns)'
1370 1370 namespace = locals()
1371 1371
1372 1372 opts.merge(opts_def)
1373 1373
1374 1374 prof = profile.Profile()
1375 1375 try:
1376 1376 prof = prof.runctx(arg_str,namespace,namespace)
1377 1377 sys_exit = ''
1378 1378 except SystemExit:
1379 1379 sys_exit = """*** SystemExit exception caught in code being profiled."""
1380 1380
1381 1381 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1382 1382
1383 1383 lims = opts.l
1384 1384 if lims:
1385 1385 lims = [] # rebuild lims with ints/floats/strings
1386 1386 for lim in opts.l:
1387 1387 try:
1388 1388 lims.append(int(lim))
1389 1389 except ValueError:
1390 1390 try:
1391 1391 lims.append(float(lim))
1392 1392 except ValueError:
1393 1393 lims.append(lim)
1394 1394
1395 1395 # Trap output.
1396 1396 stdout_trap = StringIO()
1397 1397
1398 1398 if hasattr(stats,'stream'):
1399 1399 # In newer versions of python, the stats object has a 'stream'
1400 1400 # attribute to write into.
1401 1401 stats.stream = stdout_trap
1402 1402 stats.print_stats(*lims)
1403 1403 else:
1404 1404 # For older versions, we manually redirect stdout during printing
1405 1405 sys_stdout = sys.stdout
1406 1406 try:
1407 1407 sys.stdout = stdout_trap
1408 1408 stats.print_stats(*lims)
1409 1409 finally:
1410 1410 sys.stdout = sys_stdout
1411 1411
1412 1412 output = stdout_trap.getvalue()
1413 1413 output = output.rstrip()
1414 1414
1415 1415 page.page(output)
1416 1416 print sys_exit,
1417 1417
1418 1418 dump_file = opts.D[0]
1419 1419 text_file = opts.T[0]
1420 1420 if dump_file:
1421 1421 prof.dump_stats(dump_file)
1422 1422 print '\n*** Profile stats marshalled to file',\
1423 1423 `dump_file`+'.',sys_exit
1424 1424 if text_file:
1425 1425 pfile = file(text_file,'w')
1426 1426 pfile.write(output)
1427 1427 pfile.close()
1428 1428 print '\n*** Profile printout saved to text file',\
1429 1429 `text_file`+'.',sys_exit
1430 1430
1431 1431 if opts.has_key('r'):
1432 1432 return stats
1433 1433 else:
1434 1434 return None
1435 1435
1436 1436 @testdec.skip_doctest
1437 1437 def magic_run(self, parameter_s ='',runner=None,
1438 1438 file_finder=get_py_filename):
1439 1439 """Run the named file inside IPython as a program.
1440 1440
1441 1441 Usage:\\
1442 1442 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1443 1443
1444 1444 Parameters after the filename are passed as command-line arguments to
1445 1445 the program (put in sys.argv). Then, control returns to IPython's
1446 1446 prompt.
1447 1447
1448 1448 This is similar to running at a system prompt:\\
1449 1449 $ python file args\\
1450 1450 but with the advantage of giving you IPython's tracebacks, and of
1451 1451 loading all variables into your interactive namespace for further use
1452 1452 (unless -p is used, see below).
1453 1453
1454 1454 The file is executed in a namespace initially consisting only of
1455 1455 __name__=='__main__' and sys.argv constructed as indicated. It thus
1456 1456 sees its environment as if it were being run as a stand-alone program
1457 1457 (except for sharing global objects such as previously imported
1458 1458 modules). But after execution, the IPython interactive namespace gets
1459 1459 updated with all variables defined in the program (except for __name__
1460 1460 and sys.argv). This allows for very convenient loading of code for
1461 1461 interactive work, while giving each program a 'clean sheet' to run in.
1462 1462
1463 1463 Options:
1464 1464
1465 1465 -n: __name__ is NOT set to '__main__', but to the running file's name
1466 1466 without extension (as python does under import). This allows running
1467 1467 scripts and reloading the definitions in them without calling code
1468 1468 protected by an ' if __name__ == "__main__" ' clause.
1469 1469
1470 1470 -i: run the file in IPython's namespace instead of an empty one. This
1471 1471 is useful if you are experimenting with code written in a text editor
1472 1472 which depends on variables defined interactively.
1473 1473
1474 1474 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1475 1475 being run. This is particularly useful if IPython is being used to
1476 1476 run unittests, which always exit with a sys.exit() call. In such
1477 1477 cases you are interested in the output of the test results, not in
1478 1478 seeing a traceback of the unittest module.
1479 1479
1480 1480 -t: print timing information at the end of the run. IPython will give
1481 1481 you an estimated CPU time consumption for your script, which under
1482 1482 Unix uses the resource module to avoid the wraparound problems of
1483 1483 time.clock(). Under Unix, an estimate of time spent on system tasks
1484 1484 is also given (for Windows platforms this is reported as 0.0).
1485 1485
1486 1486 If -t is given, an additional -N<N> option can be given, where <N>
1487 1487 must be an integer indicating how many times you want the script to
1488 1488 run. The final timing report will include total and per run results.
1489 1489
1490 1490 For example (testing the script uniq_stable.py):
1491 1491
1492 1492 In [1]: run -t uniq_stable
1493 1493
1494 1494 IPython CPU timings (estimated):\\
1495 1495 User : 0.19597 s.\\
1496 1496 System: 0.0 s.\\
1497 1497
1498 1498 In [2]: run -t -N5 uniq_stable
1499 1499
1500 1500 IPython CPU timings (estimated):\\
1501 1501 Total runs performed: 5\\
1502 1502 Times : Total Per run\\
1503 1503 User : 0.910862 s, 0.1821724 s.\\
1504 1504 System: 0.0 s, 0.0 s.
1505 1505
1506 1506 -d: run your program under the control of pdb, the Python debugger.
1507 1507 This allows you to execute your program step by step, watch variables,
1508 1508 etc. Internally, what IPython does is similar to calling:
1509 1509
1510 1510 pdb.run('execfile("YOURFILENAME")')
1511 1511
1512 1512 with a breakpoint set on line 1 of your file. You can change the line
1513 1513 number for this automatic breakpoint to be <N> by using the -bN option
1514 1514 (where N must be an integer). For example:
1515 1515
1516 1516 %run -d -b40 myscript
1517 1517
1518 1518 will set the first breakpoint at line 40 in myscript.py. Note that
1519 1519 the first breakpoint must be set on a line which actually does
1520 1520 something (not a comment or docstring) for it to stop execution.
1521 1521
1522 1522 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1523 1523 first enter 'c' (without qoutes) to start execution up to the first
1524 1524 breakpoint.
1525 1525
1526 1526 Entering 'help' gives information about the use of the debugger. You
1527 1527 can easily see pdb's full documentation with "import pdb;pdb.help()"
1528 1528 at a prompt.
1529 1529
1530 1530 -p: run program under the control of the Python profiler module (which
1531 1531 prints a detailed report of execution times, function calls, etc).
1532 1532
1533 1533 You can pass other options after -p which affect the behavior of the
1534 1534 profiler itself. See the docs for %prun for details.
1535 1535
1536 1536 In this mode, the program's variables do NOT propagate back to the
1537 1537 IPython interactive namespace (because they remain in the namespace
1538 1538 where the profiler executes them).
1539 1539
1540 1540 Internally this triggers a call to %prun, see its documentation for
1541 1541 details on the options available specifically for profiling.
1542 1542
1543 1543 There is one special usage for which the text above doesn't apply:
1544 1544 if the filename ends with .ipy, the file is run as ipython script,
1545 1545 just as if the commands were written on IPython prompt.
1546 1546 """
1547 1547
1548 1548 # get arguments and set sys.argv for program to be run.
1549 1549 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1550 1550 mode='list',list_all=1)
1551 1551
1552 1552 try:
1553 1553 filename = file_finder(arg_lst[0])
1554 1554 except IndexError:
1555 1555 warn('you must provide at least a filename.')
1556 1556 print '\n%run:\n',oinspect.getdoc(self.magic_run)
1557 1557 return
1558 1558 except IOError,msg:
1559 1559 error(msg)
1560 1560 return
1561 1561
1562 1562 if filename.lower().endswith('.ipy'):
1563 1563 self.shell.safe_execfile_ipy(filename)
1564 1564 return
1565 1565
1566 1566 # Control the response to exit() calls made by the script being run
1567 1567 exit_ignore = opts.has_key('e')
1568 1568
1569 1569 # Make sure that the running script gets a proper sys.argv as if it
1570 1570 # were run from a system shell.
1571 1571 save_argv = sys.argv # save it for later restoring
1572 1572 sys.argv = [filename]+ arg_lst[1:] # put in the proper filename
1573 1573
1574 1574 if opts.has_key('i'):
1575 1575 # Run in user's interactive namespace
1576 1576 prog_ns = self.shell.user_ns
1577 1577 __name__save = self.shell.user_ns['__name__']
1578 1578 prog_ns['__name__'] = '__main__'
1579 1579 main_mod = self.shell.new_main_mod(prog_ns)
1580 1580 else:
1581 1581 # Run in a fresh, empty namespace
1582 1582 if opts.has_key('n'):
1583 1583 name = os.path.splitext(os.path.basename(filename))[0]
1584 1584 else:
1585 1585 name = '__main__'
1586 1586
1587 1587 main_mod = self.shell.new_main_mod()
1588 1588 prog_ns = main_mod.__dict__
1589 1589 prog_ns['__name__'] = name
1590 1590
1591 1591 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1592 1592 # set the __file__ global in the script's namespace
1593 1593 prog_ns['__file__'] = filename
1594 1594
1595 1595 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1596 1596 # that, if we overwrite __main__, we replace it at the end
1597 1597 main_mod_name = prog_ns['__name__']
1598 1598
1599 1599 if main_mod_name == '__main__':
1600 1600 restore_main = sys.modules['__main__']
1601 1601 else:
1602 1602 restore_main = False
1603 1603
1604 1604 # This needs to be undone at the end to prevent holding references to
1605 1605 # every single object ever created.
1606 1606 sys.modules[main_mod_name] = main_mod
1607 1607
1608 1608 stats = None
1609 1609 try:
1610 1610 #self.shell.save_history()
1611 1611
1612 1612 if opts.has_key('p'):
1613 1613 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1614 1614 else:
1615 1615 if opts.has_key('d'):
1616 1616 deb = debugger.Pdb(self.shell.colors)
1617 1617 # reset Breakpoint state, which is moronically kept
1618 1618 # in a class
1619 1619 bdb.Breakpoint.next = 1
1620 1620 bdb.Breakpoint.bplist = {}
1621 1621 bdb.Breakpoint.bpbynumber = [None]
1622 1622 # Set an initial breakpoint to stop execution
1623 1623 maxtries = 10
1624 1624 bp = int(opts.get('b',[1])[0])
1625 1625 checkline = deb.checkline(filename,bp)
1626 1626 if not checkline:
1627 1627 for bp in range(bp+1,bp+maxtries+1):
1628 1628 if deb.checkline(filename,bp):
1629 1629 break
1630 1630 else:
1631 1631 msg = ("\nI failed to find a valid line to set "
1632 1632 "a breakpoint\n"
1633 1633 "after trying up to line: %s.\n"
1634 1634 "Please set a valid breakpoint manually "
1635 1635 "with the -b option." % bp)
1636 1636 error(msg)
1637 1637 return
1638 1638 # if we find a good linenumber, set the breakpoint
1639 1639 deb.do_break('%s:%s' % (filename,bp))
1640 1640 # Start file run
1641 1641 print "NOTE: Enter 'c' at the",
1642 1642 print "%s prompt to start your script." % deb.prompt
1643 1643 try:
1644 1644 deb.run('execfile("%s")' % filename,prog_ns)
1645 1645
1646 1646 except:
1647 1647 etype, value, tb = sys.exc_info()
1648 1648 # Skip three frames in the traceback: the %run one,
1649 1649 # one inside bdb.py, and the command-line typed by the
1650 1650 # user (run by exec in pdb itself).
1651 1651 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1652 1652 else:
1653 1653 if runner is None:
1654 1654 runner = self.shell.safe_execfile
1655 1655 if opts.has_key('t'):
1656 1656 # timed execution
1657 1657 try:
1658 1658 nruns = int(opts['N'][0])
1659 1659 if nruns < 1:
1660 1660 error('Number of runs must be >=1')
1661 1661 return
1662 1662 except (KeyError):
1663 1663 nruns = 1
1664 1664 if nruns == 1:
1665 1665 t0 = clock2()
1666 1666 runner(filename,prog_ns,prog_ns,
1667 1667 exit_ignore=exit_ignore)
1668 1668 t1 = clock2()
1669 1669 t_usr = t1[0]-t0[0]
1670 1670 t_sys = t1[1]-t0[1]
1671 1671 print "\nIPython CPU timings (estimated):"
1672 1672 print " User : %10s s." % t_usr
1673 1673 print " System: %10s s." % t_sys
1674 1674 else:
1675 1675 runs = range(nruns)
1676 1676 t0 = clock2()
1677 1677 for nr in runs:
1678 1678 runner(filename,prog_ns,prog_ns,
1679 1679 exit_ignore=exit_ignore)
1680 1680 t1 = clock2()
1681 1681 t_usr = t1[0]-t0[0]
1682 1682 t_sys = t1[1]-t0[1]
1683 1683 print "\nIPython CPU timings (estimated):"
1684 1684 print "Total runs performed:",nruns
1685 1685 print " Times : %10s %10s" % ('Total','Per run')
1686 1686 print " User : %10s s, %10s s." % (t_usr,t_usr/nruns)
1687 1687 print " System: %10s s, %10s s." % (t_sys,t_sys/nruns)
1688 1688
1689 1689 else:
1690 1690 # regular execution
1691 1691 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1692 1692
1693 1693 if opts.has_key('i'):
1694 1694 self.shell.user_ns['__name__'] = __name__save
1695 1695 else:
1696 1696 # The shell MUST hold a reference to prog_ns so after %run
1697 1697 # exits, the python deletion mechanism doesn't zero it out
1698 1698 # (leaving dangling references).
1699 1699 self.shell.cache_main_mod(prog_ns,filename)
1700 1700 # update IPython interactive namespace
1701 1701
1702 1702 # Some forms of read errors on the file may mean the
1703 1703 # __name__ key was never set; using pop we don't have to
1704 1704 # worry about a possible KeyError.
1705 1705 prog_ns.pop('__name__', None)
1706 1706
1707 1707 self.shell.user_ns.update(prog_ns)
1708 1708 finally:
1709 1709 # It's a bit of a mystery why, but __builtins__ can change from
1710 1710 # being a module to becoming a dict missing some key data after
1711 1711 # %run. As best I can see, this is NOT something IPython is doing
1712 1712 # at all, and similar problems have been reported before:
1713 1713 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1714 1714 # Since this seems to be done by the interpreter itself, the best
1715 1715 # we can do is to at least restore __builtins__ for the user on
1716 1716 # exit.
1717 1717 self.shell.user_ns['__builtins__'] = __builtin__
1718 1718
1719 1719 # Ensure key global structures are restored
1720 1720 sys.argv = save_argv
1721 1721 if restore_main:
1722 1722 sys.modules['__main__'] = restore_main
1723 1723 else:
1724 1724 # Remove from sys.modules the reference to main_mod we'd
1725 1725 # added. Otherwise it will trap references to objects
1726 1726 # contained therein.
1727 1727 del sys.modules[main_mod_name]
1728 1728
1729 1729 #self.shell.reload_history()
1730 1730
1731 1731 return stats
1732 1732
1733 1733 @testdec.skip_doctest
1734 1734 def magic_timeit(self, parameter_s =''):
1735 1735 """Time execution of a Python statement or expression
1736 1736
1737 1737 Usage:\\
1738 1738 %timeit [-n<N> -r<R> [-t|-c]] statement
1739 1739
1740 1740 Time execution of a Python statement or expression using the timeit
1741 1741 module.
1742 1742
1743 1743 Options:
1744 1744 -n<N>: execute the given statement <N> times in a loop. If this value
1745 1745 is not given, a fitting value is chosen.
1746 1746
1747 1747 -r<R>: repeat the loop iteration <R> times and take the best result.
1748 1748 Default: 3
1749 1749
1750 1750 -t: use time.time to measure the time, which is the default on Unix.
1751 1751 This function measures wall time.
1752 1752
1753 1753 -c: use time.clock to measure the time, which is the default on
1754 1754 Windows and measures wall time. On Unix, resource.getrusage is used
1755 1755 instead and returns the CPU user time.
1756 1756
1757 1757 -p<P>: use a precision of <P> digits to display the timing result.
1758 1758 Default: 3
1759 1759
1760 1760
1761 1761 Examples:
1762 1762
1763 1763 In [1]: %timeit pass
1764 1764 10000000 loops, best of 3: 53.3 ns per loop
1765 1765
1766 1766 In [2]: u = None
1767 1767
1768 1768 In [3]: %timeit u is None
1769 1769 10000000 loops, best of 3: 184 ns per loop
1770 1770
1771 1771 In [4]: %timeit -r 4 u == None
1772 1772 1000000 loops, best of 4: 242 ns per loop
1773 1773
1774 1774 In [5]: import time
1775 1775
1776 1776 In [6]: %timeit -n1 time.sleep(2)
1777 1777 1 loops, best of 3: 2 s per loop
1778 1778
1779 1779
1780 1780 The times reported by %timeit will be slightly higher than those
1781 1781 reported by the timeit.py script when variables are accessed. This is
1782 1782 due to the fact that %timeit executes the statement in the namespace
1783 1783 of the shell, compared with timeit.py, which uses a single setup
1784 1784 statement to import function or create variables. Generally, the bias
1785 1785 does not matter as long as results from timeit.py are not mixed with
1786 1786 those from %timeit."""
1787 1787
1788 1788 import timeit
1789 1789 import math
1790 1790
1791 1791 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1792 1792 # certain terminals. Until we figure out a robust way of
1793 1793 # auto-detecting if the terminal can deal with it, use plain 'us' for
1794 1794 # microseconds. I am really NOT happy about disabling the proper
1795 1795 # 'micro' prefix, but crashing is worse... If anyone knows what the
1796 1796 # right solution for this is, I'm all ears...
1797 1797 #
1798 1798 # Note: using
1799 1799 #
1800 1800 # s = u'\xb5'
1801 1801 # s.encode(sys.getdefaultencoding())
1802 1802 #
1803 1803 # is not sufficient, as I've seen terminals where that fails but
1804 1804 # print s
1805 1805 #
1806 1806 # succeeds
1807 1807 #
1808 1808 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1809 1809
1810 1810 #units = [u"s", u"ms",u'\xb5',"ns"]
1811 1811 units = [u"s", u"ms",u'us',"ns"]
1812 1812
1813 1813 scaling = [1, 1e3, 1e6, 1e9]
1814 1814
1815 1815 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1816 1816 posix=False)
1817 1817 if stmt == "":
1818 1818 return
1819 1819 timefunc = timeit.default_timer
1820 1820 number = int(getattr(opts, "n", 0))
1821 1821 repeat = int(getattr(opts, "r", timeit.default_repeat))
1822 1822 precision = int(getattr(opts, "p", 3))
1823 1823 if hasattr(opts, "t"):
1824 1824 timefunc = time.time
1825 1825 if hasattr(opts, "c"):
1826 1826 timefunc = clock
1827 1827
1828 1828 timer = timeit.Timer(timer=timefunc)
1829 1829 # this code has tight coupling to the inner workings of timeit.Timer,
1830 1830 # but is there a better way to achieve that the code stmt has access
1831 1831 # to the shell namespace?
1832 1832
1833 1833 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1834 1834 'setup': "pass"}
1835 1835 # Track compilation time so it can be reported if too long
1836 1836 # Minimum time above which compilation time will be reported
1837 1837 tc_min = 0.1
1838 1838
1839 1839 t0 = clock()
1840 1840 code = compile(src, "<magic-timeit>", "exec")
1841 1841 tc = clock()-t0
1842 1842
1843 1843 ns = {}
1844 1844 exec code in self.shell.user_ns, ns
1845 1845 timer.inner = ns["inner"]
1846 1846
1847 1847 if number == 0:
1848 1848 # determine number so that 0.2 <= total time < 2.0
1849 1849 number = 1
1850 1850 for i in range(1, 10):
1851 1851 if timer.timeit(number) >= 0.2:
1852 1852 break
1853 1853 number *= 10
1854 1854
1855 1855 best = min(timer.repeat(repeat, number)) / number
1856 1856
1857 1857 if best > 0.0 and best < 1000.0:
1858 1858 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1859 1859 elif best >= 1000.0:
1860 1860 order = 0
1861 1861 else:
1862 1862 order = 3
1863 1863 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1864 1864 precision,
1865 1865 best * scaling[order],
1866 1866 units[order])
1867 1867 if tc > tc_min:
1868 1868 print "Compiler time: %.2f s" % tc
1869 1869
1870 1870 @testdec.skip_doctest
1871 1871 @needs_local_scope
1872 1872 def magic_time(self,parameter_s = ''):
1873 1873 """Time execution of a Python statement or expression.
1874 1874
1875 1875 The CPU and wall clock times are printed, and the value of the
1876 1876 expression (if any) is returned. Note that under Win32, system time
1877 1877 is always reported as 0, since it can not be measured.
1878 1878
1879 1879 This function provides very basic timing functionality. In Python
1880 1880 2.3, the timeit module offers more control and sophistication, so this
1881 1881 could be rewritten to use it (patches welcome).
1882 1882
1883 1883 Some examples:
1884 1884
1885 1885 In [1]: time 2**128
1886 1886 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1887 1887 Wall time: 0.00
1888 1888 Out[1]: 340282366920938463463374607431768211456L
1889 1889
1890 1890 In [2]: n = 1000000
1891 1891
1892 1892 In [3]: time sum(range(n))
1893 1893 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1894 1894 Wall time: 1.37
1895 1895 Out[3]: 499999500000L
1896 1896
1897 1897 In [4]: time print 'hello world'
1898 1898 hello world
1899 1899 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1900 1900 Wall time: 0.00
1901 1901
1902 1902 Note that the time needed by Python to compile the given expression
1903 1903 will be reported if it is more than 0.1s. In this example, the
1904 1904 actual exponentiation is done by Python at compilation time, so while
1905 1905 the expression can take a noticeable amount of time to compute, that
1906 1906 time is purely due to the compilation:
1907 1907
1908 1908 In [5]: time 3**9999;
1909 1909 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1910 1910 Wall time: 0.00 s
1911 1911
1912 1912 In [6]: time 3**999999;
1913 1913 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1914 1914 Wall time: 0.00 s
1915 1915 Compiler : 0.78 s
1916 1916 """
1917 1917
1918 1918 # fail immediately if the given expression can't be compiled
1919 1919
1920 1920 expr = self.shell.prefilter(parameter_s,False)
1921 1921
1922 1922 # Minimum time above which compilation time will be reported
1923 1923 tc_min = 0.1
1924 1924
1925 1925 try:
1926 1926 mode = 'eval'
1927 1927 t0 = clock()
1928 1928 code = compile(expr,'<timed eval>',mode)
1929 1929 tc = clock()-t0
1930 1930 except SyntaxError:
1931 1931 mode = 'exec'
1932 1932 t0 = clock()
1933 1933 code = compile(expr,'<timed exec>',mode)
1934 1934 tc = clock()-t0
1935 1935 # skew measurement as little as possible
1936 1936 glob = self.shell.user_ns
1937 1937 locs = self._magic_locals
1938 1938 clk = clock2
1939 1939 wtime = time.time
1940 1940 # time execution
1941 1941 wall_st = wtime()
1942 1942 if mode=='eval':
1943 1943 st = clk()
1944 1944 out = eval(code, glob, locs)
1945 1945 end = clk()
1946 1946 else:
1947 1947 st = clk()
1948 1948 exec code in glob, locs
1949 1949 end = clk()
1950 1950 out = None
1951 1951 wall_end = wtime()
1952 1952 # Compute actual times and report
1953 1953 wall_time = wall_end-wall_st
1954 1954 cpu_user = end[0]-st[0]
1955 1955 cpu_sys = end[1]-st[1]
1956 1956 cpu_tot = cpu_user+cpu_sys
1957 1957 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1958 1958 (cpu_user,cpu_sys,cpu_tot)
1959 1959 print "Wall time: %.2f s" % wall_time
1960 1960 if tc > tc_min:
1961 1961 print "Compiler : %.2f s" % tc
1962 1962 return out
1963 1963
1964 1964 @testdec.skip_doctest
1965 1965 def magic_macro(self,parameter_s = ''):
1966 """Define a macro for future re-execution. It can take ranges of history,
1966 """Define a macro for future re-execution. It accepts ranges of history,
1967 1967 filenames or string objects.
1968 1968
1969 1969 Usage:\\
1970 1970 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1971 1971
1972 1972 Options:
1973 1973
1974 1974 -r: use 'raw' input. By default, the 'processed' history is used,
1975 1975 so that magics are loaded in their transformed version to valid
1976 1976 Python. If this option is given, the raw input as typed as the
1977 1977 command line is used instead.
1978 1978
1979 1979 This will define a global variable called `name` which is a string
1980 1980 made of joining the slices and lines you specify (n1,n2,... numbers
1981 1981 above) from your input history into a single string. This variable
1982 1982 acts like an automatic function which re-executes those lines as if
1983 1983 you had typed them. You just type 'name' at the prompt and the code
1984 1984 executes.
1985 1985
1986 1986 The syntax for indicating input ranges is described in %history.
1987 1987
1988 1988 Note: as a 'hidden' feature, you can also use traditional python slice
1989 1989 notation, where N:M means numbers N through M-1.
1990 1990
1991 1991 For example, if your history contains (%hist prints it):
1992 1992
1993 1993 44: x=1
1994 1994 45: y=3
1995 1995 46: z=x+y
1996 1996 47: print x
1997 1997 48: a=5
1998 1998 49: print 'x',x,'y',y
1999 1999
2000 2000 you can create a macro with lines 44 through 47 (included) and line 49
2001 2001 called my_macro with:
2002 2002
2003 2003 In [55]: %macro my_macro 44-47 49
2004 2004
2005 2005 Now, typing `my_macro` (without quotes) will re-execute all this code
2006 2006 in one pass.
2007 2007
2008 2008 You don't need to give the line-numbers in order, and any given line
2009 2009 number can appear multiple times. You can assemble macros with any
2010 2010 lines from your input history in any order.
2011 2011
2012 2012 The macro is a simple object which holds its value in an attribute,
2013 2013 but IPython's display system checks for macros and executes them as
2014 2014 code instead of printing them when you type their name.
2015 2015
2016 2016 You can view a macro's contents by explicitly printing it with:
2017 2017
2018 2018 'print macro_name'.
2019 2019
2020 2020 """
2021 2021
2022 2022 opts,args = self.parse_options(parameter_s,'r',mode='list')
2023 2023 if not args: # List existing macros
2024 2024 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2025 2025 isinstance(v, Macro))
2026 2026 if len(args) == 1:
2027 2027 raise UsageError(
2028 2028 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2029 2029 name, codefrom = args[0], " ".join(args[1:])
2030 2030
2031 2031 #print 'rng',ranges # dbg
2032 2032 try:
2033 2033 lines = self._get_some_code(codefrom, 'r' in opts)
2034 2034 except (ValueError, TypeError) as e:
2035 2035 print e.args[0]
2036 2036 return
2037 2037 macro = Macro(lines)
2038 2038 self.shell.define_macro(name, macro)
2039 2039 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2040 2040 print '=== Macro contents: ==='
2041 2041 print macro,
2042 2042
2043 2043 def magic_save(self,parameter_s = ''):
2044 2044 """Save a set of lines or a macro to a given filename.
2045 2045
2046 2046 Usage:\\
2047 2047 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2048 2048
2049 2049 Options:
2050 2050
2051 2051 -r: use 'raw' input. By default, the 'processed' history is used,
2052 2052 so that magics are loaded in their transformed version to valid
2053 2053 Python. If this option is given, the raw input as typed as the
2054 2054 command line is used instead.
2055 2055
2056 2056 This function uses the same syntax as %history for input ranges,
2057 2057 then saves the lines to the filename you specify.
2058 2058
2059 2059 It adds a '.py' extension to the file if you don't do so yourself, and
2060 2060 it asks for confirmation before overwriting existing files."""
2061 2061
2062 2062 opts,args = self.parse_options(parameter_s,'r',mode='list')
2063 2063 fname, codefrom = args[0], " ".join(args[1:])
2064 2064 if not fname.endswith('.py'):
2065 2065 fname += '.py'
2066 2066 if os.path.isfile(fname):
2067 2067 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2068 2068 if ans.lower() not in ['y','yes']:
2069 2069 print 'Operation cancelled.'
2070 2070 return
2071 2071 try:
2072 2072 cmds = self._get_some_code(codefrom, 'r' in opts)
2073 2073 except (TypeError, ValueError) as e:
2074 2074 print e.args[0]
2075 2075 return
2076 2076 if isinstance(cmds, unicode):
2077 2077 cmds = cmds.encode("utf-8")
2078 2078 with open(fname,'w') as f:
2079 2079 f.write("# coding: utf-8\n")
2080 2080 f.write(cmds)
2081 2081 print 'The following commands were written to file `%s`:' % fname
2082 2082 print cmds
2083 2083
2084 2084 def _get_some_code(self, target, raw=True):
2085 2085 """Utility function to get a code string, either from a range of
2086 2086 history lines, a filename, or an expression evaluating to a string or a
2087 2087 Macro in the user namespace.
2088 2088
2089 2089 ValueError is raised if none are found, and TypeError if it evaluates to
2090 2090 an object of another type. In each case, .args[0] is a printable
2091 2091 message."""
2092 2092 code = self.extract_input_lines(target, raw=raw) # Grab history
2093 2093 if code:
2094 2094 return code
2095 2095 if os.path.isfile(target): # Read file
2096 2096 return open(target, "r").read()
2097 2097
2098 2098 try: # User namespace
2099 2099 codeobj = eval(target, self.shell.user_ns)
2100 2100 except Exception:
2101 2101 raise ValueError(("'%s' was not found in history, as a file, nor in"
2102 2102 " the user namespace.") % target)
2103 2103 if isinstance(codeobj, basestring):
2104 2104 return codeobj
2105 2105 elif isinstance(codeobj, Macro):
2106 2106 return codeobj.value
2107 2107
2108 2108 raise TypeError("%s is neither a string nor a macro." % target,
2109 2109 codeobj)
2110 2110
2111 2111 def magic_pastebin(self, parameter_s = ''):
2112 2112 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2113 2113 try:
2114 2114 code = self._get_some_code(parameter_s)
2115 2115 except (ValueError, TypeError) as e:
2116 2116 print e.args[0]
2117 2117 return
2118 2118 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2119 2119 id = pbserver.pastes.newPaste("python", code)
2120 2120 return "http://paste.pocoo.org/show/" + id
2121 2121
2122 2122 def _edit_macro(self,mname,macro):
2123 2123 """open an editor with the macro data in a file"""
2124 2124 filename = self.shell.mktempfile(macro.value)
2125 2125 self.shell.hooks.editor(filename)
2126 2126
2127 2127 # and make a new macro object, to replace the old one
2128 2128 mfile = open(filename)
2129 2129 mvalue = mfile.read()
2130 2130 mfile.close()
2131 2131 self.shell.user_ns[mname] = Macro(mvalue)
2132 2132
2133 2133 def magic_ed(self,parameter_s=''):
2134 2134 """Alias to %edit."""
2135 2135 return self.magic_edit(parameter_s)
2136 2136
2137 2137 @testdec.skip_doctest
2138 2138 def magic_edit(self,parameter_s='',last_call=['','']):
2139 2139 """Bring up an editor and execute the resulting code.
2140 2140
2141 2141 Usage:
2142 2142 %edit [options] [args]
2143 2143
2144 2144 %edit runs IPython's editor hook. The default version of this hook is
2145 2145 set to call the __IPYTHON__.rc.editor command. This is read from your
2146 2146 environment variable $EDITOR. If this isn't found, it will default to
2147 2147 vi under Linux/Unix and to notepad under Windows. See the end of this
2148 2148 docstring for how to change the editor hook.
2149 2149
2150 2150 You can also set the value of this editor via the command line option
2151 2151 '-editor' or in your ipythonrc file. This is useful if you wish to use
2152 2152 specifically for IPython an editor different from your typical default
2153 2153 (and for Windows users who typically don't set environment variables).
2154 2154
2155 2155 This command allows you to conveniently edit multi-line code right in
2156 2156 your IPython session.
2157 2157
2158 2158 If called without arguments, %edit opens up an empty editor with a
2159 2159 temporary file and will execute the contents of this file when you
2160 2160 close it (don't forget to save it!).
2161 2161
2162 2162
2163 2163 Options:
2164 2164
2165 2165 -n <number>: open the editor at a specified line number. By default,
2166 2166 the IPython editor hook uses the unix syntax 'editor +N filename', but
2167 2167 you can configure this by providing your own modified hook if your
2168 2168 favorite editor supports line-number specifications with a different
2169 2169 syntax.
2170 2170
2171 2171 -p: this will call the editor with the same data as the previous time
2172 2172 it was used, regardless of how long ago (in your current session) it
2173 2173 was.
2174 2174
2175 2175 -r: use 'raw' input. This option only applies to input taken from the
2176 2176 user's history. By default, the 'processed' history is used, so that
2177 2177 magics are loaded in their transformed version to valid Python. If
2178 2178 this option is given, the raw input as typed as the command line is
2179 2179 used instead. When you exit the editor, it will be executed by
2180 2180 IPython's own processor.
2181 2181
2182 2182 -x: do not execute the edited code immediately upon exit. This is
2183 2183 mainly useful if you are editing programs which need to be called with
2184 2184 command line arguments, which you can then do using %run.
2185 2185
2186 2186
2187 2187 Arguments:
2188 2188
2189 2189 If arguments are given, the following possibilites exist:
2190 2190
2191 2191 - If the argument is a filename, IPython will load that into the
2192 2192 editor. It will execute its contents with execfile() when you exit,
2193 2193 loading any code in the file into your interactive namespace.
2194 2194
2195 2195 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2196 2196 The syntax is the same as in the %history magic.
2197 2197
2198 2198 - If the argument is a string variable, its contents are loaded
2199 2199 into the editor. You can thus edit any string which contains
2200 2200 python code (including the result of previous edits).
2201 2201
2202 2202 - If the argument is the name of an object (other than a string),
2203 2203 IPython will try to locate the file where it was defined and open the
2204 2204 editor at the point where it is defined. You can use `%edit function`
2205 2205 to load an editor exactly at the point where 'function' is defined,
2206 2206 edit it and have the file be executed automatically.
2207 2207
2208 2208 If the object is a macro (see %macro for details), this opens up your
2209 2209 specified editor with a temporary file containing the macro's data.
2210 2210 Upon exit, the macro is reloaded with the contents of the file.
2211 2211
2212 2212 Note: opening at an exact line is only supported under Unix, and some
2213 2213 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2214 2214 '+NUMBER' parameter necessary for this feature. Good editors like
2215 2215 (X)Emacs, vi, jed, pico and joe all do.
2216 2216
2217 2217 After executing your code, %edit will return as output the code you
2218 2218 typed in the editor (except when it was an existing file). This way
2219 2219 you can reload the code in further invocations of %edit as a variable,
2220 2220 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2221 2221 the output.
2222 2222
2223 2223 Note that %edit is also available through the alias %ed.
2224 2224
2225 2225 This is an example of creating a simple function inside the editor and
2226 2226 then modifying it. First, start up the editor:
2227 2227
2228 2228 In [1]: ed
2229 2229 Editing... done. Executing edited code...
2230 2230 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2231 2231
2232 2232 We can then call the function foo():
2233 2233
2234 2234 In [2]: foo()
2235 2235 foo() was defined in an editing session
2236 2236
2237 2237 Now we edit foo. IPython automatically loads the editor with the
2238 2238 (temporary) file where foo() was previously defined:
2239 2239
2240 2240 In [3]: ed foo
2241 2241 Editing... done. Executing edited code...
2242 2242
2243 2243 And if we call foo() again we get the modified version:
2244 2244
2245 2245 In [4]: foo()
2246 2246 foo() has now been changed!
2247 2247
2248 2248 Here is an example of how to edit a code snippet successive
2249 2249 times. First we call the editor:
2250 2250
2251 2251 In [5]: ed
2252 2252 Editing... done. Executing edited code...
2253 2253 hello
2254 2254 Out[5]: "print 'hello'n"
2255 2255
2256 2256 Now we call it again with the previous output (stored in _):
2257 2257
2258 2258 In [6]: ed _
2259 2259 Editing... done. Executing edited code...
2260 2260 hello world
2261 2261 Out[6]: "print 'hello world'n"
2262 2262
2263 2263 Now we call it with the output #8 (stored in _8, also as Out[8]):
2264 2264
2265 2265 In [7]: ed _8
2266 2266 Editing... done. Executing edited code...
2267 2267 hello again
2268 2268 Out[7]: "print 'hello again'n"
2269 2269
2270 2270
2271 2271 Changing the default editor hook:
2272 2272
2273 2273 If you wish to write your own editor hook, you can put it in a
2274 2274 configuration file which you load at startup time. The default hook
2275 2275 is defined in the IPython.core.hooks module, and you can use that as a
2276 2276 starting example for further modifications. That file also has
2277 2277 general instructions on how to set a new hook for use once you've
2278 2278 defined it."""
2279 2279
2280 2280 # FIXME: This function has become a convoluted mess. It needs a
2281 2281 # ground-up rewrite with clean, simple logic.
2282 2282
2283 2283 def make_filename(arg):
2284 2284 "Make a filename from the given args"
2285 2285 try:
2286 2286 filename = get_py_filename(arg)
2287 2287 except IOError:
2288 2288 if args.endswith('.py'):
2289 2289 filename = arg
2290 2290 else:
2291 2291 filename = None
2292 2292 return filename
2293 2293
2294 2294 # custom exceptions
2295 2295 class DataIsObject(Exception): pass
2296 2296
2297 2297 opts,args = self.parse_options(parameter_s,'prxn:')
2298 2298 # Set a few locals from the options for convenience:
2299 2299 opts_prev = 'p' in opts
2300 2300 opts_raw = 'r' in opts
2301 2301
2302 2302 # Default line number value
2303 2303 lineno = opts.get('n',None)
2304 2304
2305 2305 if opts_prev:
2306 2306 args = '_%s' % last_call[0]
2307 2307 if not self.shell.user_ns.has_key(args):
2308 2308 args = last_call[1]
2309 2309
2310 2310 # use last_call to remember the state of the previous call, but don't
2311 2311 # let it be clobbered by successive '-p' calls.
2312 2312 try:
2313 2313 last_call[0] = self.shell.displayhook.prompt_count
2314 2314 if not opts_prev:
2315 2315 last_call[1] = parameter_s
2316 2316 except:
2317 2317 pass
2318 2318
2319 2319 # by default this is done with temp files, except when the given
2320 2320 # arg is a filename
2321 2321 use_temp = True
2322 2322
2323 2323 data = ''
2324 2324 if args.endswith('.py'):
2325 2325 filename = make_filename(args)
2326 2326 use_temp = False
2327 2327 elif args:
2328 2328 # Mode where user specifies ranges of lines, like in %macro.
2329 2329 data = self.extract_input_lines(args, opts_raw)
2330 2330 if not data:
2331 2331 try:
2332 2332 # Load the parameter given as a variable. If not a string,
2333 2333 # process it as an object instead (below)
2334 2334
2335 2335 #print '*** args',args,'type',type(args) # dbg
2336 2336 data = eval(args, self.shell.user_ns)
2337 2337 if not isinstance(data, basestring):
2338 2338 raise DataIsObject
2339 2339
2340 2340 except (NameError,SyntaxError):
2341 2341 # given argument is not a variable, try as a filename
2342 2342 filename = make_filename(args)
2343 2343 if filename is None:
2344 2344 warn("Argument given (%s) can't be found as a variable "
2345 2345 "or as a filename." % args)
2346 2346 return
2347 2347 use_temp = False
2348 2348
2349 2349 except DataIsObject:
2350 2350 # macros have a special edit function
2351 2351 if isinstance(data, Macro):
2352 2352 self._edit_macro(args,data)
2353 2353 return
2354 2354
2355 2355 # For objects, try to edit the file where they are defined
2356 2356 try:
2357 2357 filename = inspect.getabsfile(data)
2358 2358 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2359 2359 # class created by %edit? Try to find source
2360 2360 # by looking for method definitions instead, the
2361 2361 # __module__ in those classes is FakeModule.
2362 2362 attrs = [getattr(data, aname) for aname in dir(data)]
2363 2363 for attr in attrs:
2364 2364 if not inspect.ismethod(attr):
2365 2365 continue
2366 2366 filename = inspect.getabsfile(attr)
2367 2367 if filename and 'fakemodule' not in filename.lower():
2368 2368 # change the attribute to be the edit target instead
2369 2369 data = attr
2370 2370 break
2371 2371
2372 2372 datafile = 1
2373 2373 except TypeError:
2374 2374 filename = make_filename(args)
2375 2375 datafile = 1
2376 2376 warn('Could not find file where `%s` is defined.\n'
2377 2377 'Opening a file named `%s`' % (args,filename))
2378 2378 # Now, make sure we can actually read the source (if it was in
2379 2379 # a temp file it's gone by now).
2380 2380 if datafile:
2381 2381 try:
2382 2382 if lineno is None:
2383 2383 lineno = inspect.getsourcelines(data)[1]
2384 2384 except IOError:
2385 2385 filename = make_filename(args)
2386 2386 if filename is None:
2387 2387 warn('The file `%s` where `%s` was defined cannot '
2388 2388 'be read.' % (filename,data))
2389 2389 return
2390 2390 use_temp = False
2391 2391
2392 2392 if use_temp:
2393 2393 filename = self.shell.mktempfile(data)
2394 2394 print 'IPython will make a temporary file named:',filename
2395 2395
2396 2396 # do actual editing here
2397 2397 print 'Editing...',
2398 2398 sys.stdout.flush()
2399 2399 try:
2400 2400 # Quote filenames that may have spaces in them
2401 2401 if ' ' in filename:
2402 2402 filename = "%s" % filename
2403 2403 self.shell.hooks.editor(filename,lineno)
2404 2404 except TryNext:
2405 2405 warn('Could not open editor')
2406 2406 return
2407 2407
2408 2408 # XXX TODO: should this be generalized for all string vars?
2409 2409 # For now, this is special-cased to blocks created by cpaste
2410 2410 if args.strip() == 'pasted_block':
2411 2411 self.shell.user_ns['pasted_block'] = file_read(filename)
2412 2412
2413 2413 if 'x' in opts: # -x prevents actual execution
2414 2414 print
2415 2415 else:
2416 2416 print 'done. Executing edited code...'
2417 2417 if opts_raw:
2418 2418 self.shell.run_cell(file_read(filename),
2419 2419 store_history=False)
2420 2420 else:
2421 2421 self.shell.safe_execfile(filename,self.shell.user_ns,
2422 2422 self.shell.user_ns)
2423 2423
2424 2424
2425 2425 if use_temp:
2426 2426 try:
2427 2427 return open(filename).read()
2428 2428 except IOError,msg:
2429 2429 if msg.filename == filename:
2430 2430 warn('File not found. Did you forget to save?')
2431 2431 return
2432 2432 else:
2433 2433 self.shell.showtraceback()
2434 2434
2435 2435 def magic_xmode(self,parameter_s = ''):
2436 2436 """Switch modes for the exception handlers.
2437 2437
2438 2438 Valid modes: Plain, Context and Verbose.
2439 2439
2440 2440 If called without arguments, acts as a toggle."""
2441 2441
2442 2442 def xmode_switch_err(name):
2443 2443 warn('Error changing %s exception modes.\n%s' %
2444 2444 (name,sys.exc_info()[1]))
2445 2445
2446 2446 shell = self.shell
2447 2447 new_mode = parameter_s.strip().capitalize()
2448 2448 try:
2449 2449 shell.InteractiveTB.set_mode(mode=new_mode)
2450 2450 print 'Exception reporting mode:',shell.InteractiveTB.mode
2451 2451 except:
2452 2452 xmode_switch_err('user')
2453 2453
2454 2454 def magic_colors(self,parameter_s = ''):
2455 2455 """Switch color scheme for prompts, info system and exception handlers.
2456 2456
2457 2457 Currently implemented schemes: NoColor, Linux, LightBG.
2458 2458
2459 2459 Color scheme names are not case-sensitive.
2460 2460
2461 2461 Examples
2462 2462 --------
2463 2463 To get a plain black and white terminal::
2464 2464
2465 2465 %colors nocolor
2466 2466 """
2467 2467
2468 2468 def color_switch_err(name):
2469 2469 warn('Error changing %s color schemes.\n%s' %
2470 2470 (name,sys.exc_info()[1]))
2471 2471
2472 2472
2473 2473 new_scheme = parameter_s.strip()
2474 2474 if not new_scheme:
2475 2475 raise UsageError(
2476 2476 "%colors: you must specify a color scheme. See '%colors?'")
2477 2477 return
2478 2478 # local shortcut
2479 2479 shell = self.shell
2480 2480
2481 2481 import IPython.utils.rlineimpl as readline
2482 2482
2483 2483 if not readline.have_readline and sys.platform == "win32":
2484 2484 msg = """\
2485 2485 Proper color support under MS Windows requires the pyreadline library.
2486 2486 You can find it at:
2487 2487 http://ipython.scipy.org/moin/PyReadline/Intro
2488 2488 Gary's readline needs the ctypes module, from:
2489 2489 http://starship.python.net/crew/theller/ctypes
2490 2490 (Note that ctypes is already part of Python versions 2.5 and newer).
2491 2491
2492 2492 Defaulting color scheme to 'NoColor'"""
2493 2493 new_scheme = 'NoColor'
2494 2494 warn(msg)
2495 2495
2496 2496 # readline option is 0
2497 2497 if not shell.has_readline:
2498 2498 new_scheme = 'NoColor'
2499 2499
2500 2500 # Set prompt colors
2501 2501 try:
2502 2502 shell.displayhook.set_colors(new_scheme)
2503 2503 except:
2504 2504 color_switch_err('prompt')
2505 2505 else:
2506 2506 shell.colors = \
2507 2507 shell.displayhook.color_table.active_scheme_name
2508 2508 # Set exception colors
2509 2509 try:
2510 2510 shell.InteractiveTB.set_colors(scheme = new_scheme)
2511 2511 shell.SyntaxTB.set_colors(scheme = new_scheme)
2512 2512 except:
2513 2513 color_switch_err('exception')
2514 2514
2515 2515 # Set info (for 'object?') colors
2516 2516 if shell.color_info:
2517 2517 try:
2518 2518 shell.inspector.set_active_scheme(new_scheme)
2519 2519 except:
2520 2520 color_switch_err('object inspector')
2521 2521 else:
2522 2522 shell.inspector.set_active_scheme('NoColor')
2523 2523
2524 2524 def magic_pprint(self, parameter_s=''):
2525 2525 """Toggle pretty printing on/off."""
2526 2526 ptformatter = self.shell.display_formatter.formatters['text/plain']
2527 2527 ptformatter.pprint = bool(1 - ptformatter.pprint)
2528 2528 print 'Pretty printing has been turned', \
2529 2529 ['OFF','ON'][ptformatter.pprint]
2530 2530
2531 2531 def magic_Exit(self, parameter_s=''):
2532 2532 """Exit IPython."""
2533 2533
2534 2534 self.shell.ask_exit()
2535 2535
2536 2536 # Add aliases as magics so all common forms work: exit, quit, Exit, Quit.
2537 2537 magic_exit = magic_quit = magic_Quit = magic_Exit
2538 2538
2539 2539 #......................................................................
2540 2540 # Functions to implement unix shell-type things
2541 2541
2542 2542 @testdec.skip_doctest
2543 2543 def magic_alias(self, parameter_s = ''):
2544 2544 """Define an alias for a system command.
2545 2545
2546 2546 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2547 2547
2548 2548 Then, typing 'alias_name params' will execute the system command 'cmd
2549 2549 params' (from your underlying operating system).
2550 2550
2551 2551 Aliases have lower precedence than magic functions and Python normal
2552 2552 variables, so if 'foo' is both a Python variable and an alias, the
2553 2553 alias can not be executed until 'del foo' removes the Python variable.
2554 2554
2555 2555 You can use the %l specifier in an alias definition to represent the
2556 2556 whole line when the alias is called. For example:
2557 2557
2558 2558 In [2]: alias bracket echo "Input in brackets: <%l>"
2559 2559 In [3]: bracket hello world
2560 2560 Input in brackets: <hello world>
2561 2561
2562 2562 You can also define aliases with parameters using %s specifiers (one
2563 2563 per parameter):
2564 2564
2565 2565 In [1]: alias parts echo first %s second %s
2566 2566 In [2]: %parts A B
2567 2567 first A second B
2568 2568 In [3]: %parts A
2569 2569 Incorrect number of arguments: 2 expected.
2570 2570 parts is an alias to: 'echo first %s second %s'
2571 2571
2572 2572 Note that %l and %s are mutually exclusive. You can only use one or
2573 2573 the other in your aliases.
2574 2574
2575 2575 Aliases expand Python variables just like system calls using ! or !!
2576 2576 do: all expressions prefixed with '$' get expanded. For details of
2577 2577 the semantic rules, see PEP-215:
2578 2578 http://www.python.org/peps/pep-0215.html. This is the library used by
2579 2579 IPython for variable expansion. If you want to access a true shell
2580 2580 variable, an extra $ is necessary to prevent its expansion by IPython:
2581 2581
2582 2582 In [6]: alias show echo
2583 2583 In [7]: PATH='A Python string'
2584 2584 In [8]: show $PATH
2585 2585 A Python string
2586 2586 In [9]: show $$PATH
2587 2587 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2588 2588
2589 2589 You can use the alias facility to acess all of $PATH. See the %rehash
2590 2590 and %rehashx functions, which automatically create aliases for the
2591 2591 contents of your $PATH.
2592 2592
2593 2593 If called with no parameters, %alias prints the current alias table."""
2594 2594
2595 2595 par = parameter_s.strip()
2596 2596 if not par:
2597 2597 stored = self.db.get('stored_aliases', {} )
2598 2598 aliases = sorted(self.shell.alias_manager.aliases)
2599 2599 # for k, v in stored:
2600 2600 # atab.append(k, v[0])
2601 2601
2602 2602 print "Total number of aliases:", len(aliases)
2603 2603 sys.stdout.flush()
2604 2604 return aliases
2605 2605
2606 2606 # Now try to define a new one
2607 2607 try:
2608 2608 alias,cmd = par.split(None, 1)
2609 2609 except:
2610 2610 print oinspect.getdoc(self.magic_alias)
2611 2611 else:
2612 2612 self.shell.alias_manager.soft_define_alias(alias, cmd)
2613 2613 # end magic_alias
2614 2614
2615 2615 def magic_unalias(self, parameter_s = ''):
2616 2616 """Remove an alias"""
2617 2617
2618 2618 aname = parameter_s.strip()
2619 2619 self.shell.alias_manager.undefine_alias(aname)
2620 2620 stored = self.db.get('stored_aliases', {} )
2621 2621 if aname in stored:
2622 2622 print "Removing %stored alias",aname
2623 2623 del stored[aname]
2624 2624 self.db['stored_aliases'] = stored
2625 2625
2626 2626 def magic_rehashx(self, parameter_s = ''):
2627 2627 """Update the alias table with all executable files in $PATH.
2628 2628
2629 2629 This version explicitly checks that every entry in $PATH is a file
2630 2630 with execute access (os.X_OK), so it is much slower than %rehash.
2631 2631
2632 2632 Under Windows, it checks executability as a match agains a
2633 2633 '|'-separated string of extensions, stored in the IPython config
2634 2634 variable win_exec_ext. This defaults to 'exe|com|bat'.
2635 2635
2636 2636 This function also resets the root module cache of module completer,
2637 2637 used on slow filesystems.
2638 2638 """
2639 2639 from IPython.core.alias import InvalidAliasError
2640 2640
2641 2641 # for the benefit of module completer in ipy_completers.py
2642 2642 del self.db['rootmodules']
2643 2643
2644 2644 path = [os.path.abspath(os.path.expanduser(p)) for p in
2645 2645 os.environ.get('PATH','').split(os.pathsep)]
2646 2646 path = filter(os.path.isdir,path)
2647 2647
2648 2648 syscmdlist = []
2649 2649 # Now define isexec in a cross platform manner.
2650 2650 if os.name == 'posix':
2651 2651 isexec = lambda fname:os.path.isfile(fname) and \
2652 2652 os.access(fname,os.X_OK)
2653 2653 else:
2654 2654 try:
2655 2655 winext = os.environ['pathext'].replace(';','|').replace('.','')
2656 2656 except KeyError:
2657 2657 winext = 'exe|com|bat|py'
2658 2658 if 'py' not in winext:
2659 2659 winext += '|py'
2660 2660 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2661 2661 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2662 2662 savedir = os.getcwd()
2663 2663
2664 2664 # Now walk the paths looking for executables to alias.
2665 2665 try:
2666 2666 # write the whole loop for posix/Windows so we don't have an if in
2667 2667 # the innermost part
2668 2668 if os.name == 'posix':
2669 2669 for pdir in path:
2670 2670 os.chdir(pdir)
2671 2671 for ff in os.listdir(pdir):
2672 2672 if isexec(ff):
2673 2673 try:
2674 2674 # Removes dots from the name since ipython
2675 2675 # will assume names with dots to be python.
2676 2676 self.shell.alias_manager.define_alias(
2677 2677 ff.replace('.',''), ff)
2678 2678 except InvalidAliasError:
2679 2679 pass
2680 2680 else:
2681 2681 syscmdlist.append(ff)
2682 2682 else:
2683 2683 no_alias = self.shell.alias_manager.no_alias
2684 2684 for pdir in path:
2685 2685 os.chdir(pdir)
2686 2686 for ff in os.listdir(pdir):
2687 2687 base, ext = os.path.splitext(ff)
2688 2688 if isexec(ff) and base.lower() not in no_alias:
2689 2689 if ext.lower() == '.exe':
2690 2690 ff = base
2691 2691 try:
2692 2692 # Removes dots from the name since ipython
2693 2693 # will assume names with dots to be python.
2694 2694 self.shell.alias_manager.define_alias(
2695 2695 base.lower().replace('.',''), ff)
2696 2696 except InvalidAliasError:
2697 2697 pass
2698 2698 syscmdlist.append(ff)
2699 2699 db = self.db
2700 2700 db['syscmdlist'] = syscmdlist
2701 2701 finally:
2702 2702 os.chdir(savedir)
2703 2703
2704 2704 @testdec.skip_doctest
2705 2705 def magic_pwd(self, parameter_s = ''):
2706 2706 """Return the current working directory path.
2707 2707
2708 2708 Examples
2709 2709 --------
2710 2710 ::
2711 2711
2712 2712 In [9]: pwd
2713 2713 Out[9]: '/home/tsuser/sprint/ipython'
2714 2714 """
2715 2715 return os.getcwd()
2716 2716
2717 2717 @testdec.skip_doctest
2718 2718 def magic_cd(self, parameter_s=''):
2719 2719 """Change the current working directory.
2720 2720
2721 2721 This command automatically maintains an internal list of directories
2722 2722 you visit during your IPython session, in the variable _dh. The
2723 2723 command %dhist shows this history nicely formatted. You can also
2724 2724 do 'cd -<tab>' to see directory history conveniently.
2725 2725
2726 2726 Usage:
2727 2727
2728 2728 cd 'dir': changes to directory 'dir'.
2729 2729
2730 2730 cd -: changes to the last visited directory.
2731 2731
2732 2732 cd -<n>: changes to the n-th directory in the directory history.
2733 2733
2734 2734 cd --foo: change to directory that matches 'foo' in history
2735 2735
2736 2736 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2737 2737 (note: cd <bookmark_name> is enough if there is no
2738 2738 directory <bookmark_name>, but a bookmark with the name exists.)
2739 2739 'cd -b <tab>' allows you to tab-complete bookmark names.
2740 2740
2741 2741 Options:
2742 2742
2743 2743 -q: quiet. Do not print the working directory after the cd command is
2744 2744 executed. By default IPython's cd command does print this directory,
2745 2745 since the default prompts do not display path information.
2746 2746
2747 2747 Note that !cd doesn't work for this purpose because the shell where
2748 2748 !command runs is immediately discarded after executing 'command'.
2749 2749
2750 2750 Examples
2751 2751 --------
2752 2752 ::
2753 2753
2754 2754 In [10]: cd parent/child
2755 2755 /home/tsuser/parent/child
2756 2756 """
2757 2757
2758 2758 parameter_s = parameter_s.strip()
2759 2759 #bkms = self.shell.persist.get("bookmarks",{})
2760 2760
2761 2761 oldcwd = os.getcwd()
2762 2762 numcd = re.match(r'(-)(\d+)$',parameter_s)
2763 2763 # jump in directory history by number
2764 2764 if numcd:
2765 2765 nn = int(numcd.group(2))
2766 2766 try:
2767 2767 ps = self.shell.user_ns['_dh'][nn]
2768 2768 except IndexError:
2769 2769 print 'The requested directory does not exist in history.'
2770 2770 return
2771 2771 else:
2772 2772 opts = {}
2773 2773 elif parameter_s.startswith('--'):
2774 2774 ps = None
2775 2775 fallback = None
2776 2776 pat = parameter_s[2:]
2777 2777 dh = self.shell.user_ns['_dh']
2778 2778 # first search only by basename (last component)
2779 2779 for ent in reversed(dh):
2780 2780 if pat in os.path.basename(ent) and os.path.isdir(ent):
2781 2781 ps = ent
2782 2782 break
2783 2783
2784 2784 if fallback is None and pat in ent and os.path.isdir(ent):
2785 2785 fallback = ent
2786 2786
2787 2787 # if we have no last part match, pick the first full path match
2788 2788 if ps is None:
2789 2789 ps = fallback
2790 2790
2791 2791 if ps is None:
2792 2792 print "No matching entry in directory history"
2793 2793 return
2794 2794 else:
2795 2795 opts = {}
2796 2796
2797 2797
2798 2798 else:
2799 2799 #turn all non-space-escaping backslashes to slashes,
2800 2800 # for c:\windows\directory\names\
2801 2801 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2802 2802 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2803 2803 # jump to previous
2804 2804 if ps == '-':
2805 2805 try:
2806 2806 ps = self.shell.user_ns['_dh'][-2]
2807 2807 except IndexError:
2808 2808 raise UsageError('%cd -: No previous directory to change to.')
2809 2809 # jump to bookmark if needed
2810 2810 else:
2811 2811 if not os.path.isdir(ps) or opts.has_key('b'):
2812 2812 bkms = self.db.get('bookmarks', {})
2813 2813
2814 2814 if bkms.has_key(ps):
2815 2815 target = bkms[ps]
2816 2816 print '(bookmark:%s) -> %s' % (ps,target)
2817 2817 ps = target
2818 2818 else:
2819 2819 if opts.has_key('b'):
2820 2820 raise UsageError("Bookmark '%s' not found. "
2821 2821 "Use '%%bookmark -l' to see your bookmarks." % ps)
2822 2822
2823 2823 # at this point ps should point to the target dir
2824 2824 if ps:
2825 2825 try:
2826 2826 os.chdir(os.path.expanduser(ps))
2827 2827 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2828 2828 set_term_title('IPython: ' + abbrev_cwd())
2829 2829 except OSError:
2830 2830 print sys.exc_info()[1]
2831 2831 else:
2832 2832 cwd = os.getcwd()
2833 2833 dhist = self.shell.user_ns['_dh']
2834 2834 if oldcwd != cwd:
2835 2835 dhist.append(cwd)
2836 2836 self.db['dhist'] = compress_dhist(dhist)[-100:]
2837 2837
2838 2838 else:
2839 2839 os.chdir(self.shell.home_dir)
2840 2840 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2841 2841 set_term_title('IPython: ' + '~')
2842 2842 cwd = os.getcwd()
2843 2843 dhist = self.shell.user_ns['_dh']
2844 2844
2845 2845 if oldcwd != cwd:
2846 2846 dhist.append(cwd)
2847 2847 self.db['dhist'] = compress_dhist(dhist)[-100:]
2848 2848 if not 'q' in opts and self.shell.user_ns['_dh']:
2849 2849 print self.shell.user_ns['_dh'][-1]
2850 2850
2851 2851
2852 2852 def magic_env(self, parameter_s=''):
2853 2853 """List environment variables."""
2854 2854
2855 2855 return os.environ.data
2856 2856
2857 2857 def magic_pushd(self, parameter_s=''):
2858 2858 """Place the current dir on stack and change directory.
2859 2859
2860 2860 Usage:\\
2861 2861 %pushd ['dirname']
2862 2862 """
2863 2863
2864 2864 dir_s = self.shell.dir_stack
2865 2865 tgt = os.path.expanduser(parameter_s)
2866 2866 cwd = os.getcwd().replace(self.home_dir,'~')
2867 2867 if tgt:
2868 2868 self.magic_cd(parameter_s)
2869 2869 dir_s.insert(0,cwd)
2870 2870 return self.magic_dirs()
2871 2871
2872 2872 def magic_popd(self, parameter_s=''):
2873 2873 """Change to directory popped off the top of the stack.
2874 2874 """
2875 2875 if not self.shell.dir_stack:
2876 2876 raise UsageError("%popd on empty stack")
2877 2877 top = self.shell.dir_stack.pop(0)
2878 2878 self.magic_cd(top)
2879 2879 print "popd ->",top
2880 2880
2881 2881 def magic_dirs(self, parameter_s=''):
2882 2882 """Return the current directory stack."""
2883 2883
2884 2884 return self.shell.dir_stack
2885 2885
2886 2886 def magic_dhist(self, parameter_s=''):
2887 2887 """Print your history of visited directories.
2888 2888
2889 2889 %dhist -> print full history\\
2890 2890 %dhist n -> print last n entries only\\
2891 2891 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2892 2892
2893 2893 This history is automatically maintained by the %cd command, and
2894 2894 always available as the global list variable _dh. You can use %cd -<n>
2895 2895 to go to directory number <n>.
2896 2896
2897 2897 Note that most of time, you should view directory history by entering
2898 2898 cd -<TAB>.
2899 2899
2900 2900 """
2901 2901
2902 2902 dh = self.shell.user_ns['_dh']
2903 2903 if parameter_s:
2904 2904 try:
2905 2905 args = map(int,parameter_s.split())
2906 2906 except:
2907 2907 self.arg_err(Magic.magic_dhist)
2908 2908 return
2909 2909 if len(args) == 1:
2910 2910 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2911 2911 elif len(args) == 2:
2912 2912 ini,fin = args
2913 2913 else:
2914 2914 self.arg_err(Magic.magic_dhist)
2915 2915 return
2916 2916 else:
2917 2917 ini,fin = 0,len(dh)
2918 2918 nlprint(dh,
2919 2919 header = 'Directory history (kept in _dh)',
2920 2920 start=ini,stop=fin)
2921 2921
2922 2922 @testdec.skip_doctest
2923 2923 def magic_sc(self, parameter_s=''):
2924 2924 """Shell capture - execute a shell command and capture its output.
2925 2925
2926 2926 DEPRECATED. Suboptimal, retained for backwards compatibility.
2927 2927
2928 2928 You should use the form 'var = !command' instead. Example:
2929 2929
2930 2930 "%sc -l myfiles = ls ~" should now be written as
2931 2931
2932 2932 "myfiles = !ls ~"
2933 2933
2934 2934 myfiles.s, myfiles.l and myfiles.n still apply as documented
2935 2935 below.
2936 2936
2937 2937 --
2938 2938 %sc [options] varname=command
2939 2939
2940 2940 IPython will run the given command using commands.getoutput(), and
2941 2941 will then update the user's interactive namespace with a variable
2942 2942 called varname, containing the value of the call. Your command can
2943 2943 contain shell wildcards, pipes, etc.
2944 2944
2945 2945 The '=' sign in the syntax is mandatory, and the variable name you
2946 2946 supply must follow Python's standard conventions for valid names.
2947 2947
2948 2948 (A special format without variable name exists for internal use)
2949 2949
2950 2950 Options:
2951 2951
2952 2952 -l: list output. Split the output on newlines into a list before
2953 2953 assigning it to the given variable. By default the output is stored
2954 2954 as a single string.
2955 2955
2956 2956 -v: verbose. Print the contents of the variable.
2957 2957
2958 2958 In most cases you should not need to split as a list, because the
2959 2959 returned value is a special type of string which can automatically
2960 2960 provide its contents either as a list (split on newlines) or as a
2961 2961 space-separated string. These are convenient, respectively, either
2962 2962 for sequential processing or to be passed to a shell command.
2963 2963
2964 2964 For example:
2965 2965
2966 2966 # all-random
2967 2967
2968 2968 # Capture into variable a
2969 2969 In [1]: sc a=ls *py
2970 2970
2971 2971 # a is a string with embedded newlines
2972 2972 In [2]: a
2973 2973 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2974 2974
2975 2975 # which can be seen as a list:
2976 2976 In [3]: a.l
2977 2977 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2978 2978
2979 2979 # or as a whitespace-separated string:
2980 2980 In [4]: a.s
2981 2981 Out[4]: 'setup.py win32_manual_post_install.py'
2982 2982
2983 2983 # a.s is useful to pass as a single command line:
2984 2984 In [5]: !wc -l $a.s
2985 2985 146 setup.py
2986 2986 130 win32_manual_post_install.py
2987 2987 276 total
2988 2988
2989 2989 # while the list form is useful to loop over:
2990 2990 In [6]: for f in a.l:
2991 2991 ...: !wc -l $f
2992 2992 ...:
2993 2993 146 setup.py
2994 2994 130 win32_manual_post_install.py
2995 2995
2996 2996 Similiarly, the lists returned by the -l option are also special, in
2997 2997 the sense that you can equally invoke the .s attribute on them to
2998 2998 automatically get a whitespace-separated string from their contents:
2999 2999
3000 3000 In [7]: sc -l b=ls *py
3001 3001
3002 3002 In [8]: b
3003 3003 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3004 3004
3005 3005 In [9]: b.s
3006 3006 Out[9]: 'setup.py win32_manual_post_install.py'
3007 3007
3008 3008 In summary, both the lists and strings used for ouptut capture have
3009 3009 the following special attributes:
3010 3010
3011 3011 .l (or .list) : value as list.
3012 3012 .n (or .nlstr): value as newline-separated string.
3013 3013 .s (or .spstr): value as space-separated string.
3014 3014 """
3015 3015
3016 3016 opts,args = self.parse_options(parameter_s,'lv')
3017 3017 # Try to get a variable name and command to run
3018 3018 try:
3019 3019 # the variable name must be obtained from the parse_options
3020 3020 # output, which uses shlex.split to strip options out.
3021 3021 var,_ = args.split('=',1)
3022 3022 var = var.strip()
3023 3023 # But the the command has to be extracted from the original input
3024 3024 # parameter_s, not on what parse_options returns, to avoid the
3025 3025 # quote stripping which shlex.split performs on it.
3026 3026 _,cmd = parameter_s.split('=',1)
3027 3027 except ValueError:
3028 3028 var,cmd = '',''
3029 3029 # If all looks ok, proceed
3030 3030 split = 'l' in opts
3031 3031 out = self.shell.getoutput(cmd, split=split)
3032 3032 if opts.has_key('v'):
3033 3033 print '%s ==\n%s' % (var,pformat(out))
3034 3034 if var:
3035 3035 self.shell.user_ns.update({var:out})
3036 3036 else:
3037 3037 return out
3038 3038
3039 3039 def magic_sx(self, parameter_s=''):
3040 3040 """Shell execute - run a shell command and capture its output.
3041 3041
3042 3042 %sx command
3043 3043
3044 3044 IPython will run the given command using commands.getoutput(), and
3045 3045 return the result formatted as a list (split on '\\n'). Since the
3046 3046 output is _returned_, it will be stored in ipython's regular output
3047 3047 cache Out[N] and in the '_N' automatic variables.
3048 3048
3049 3049 Notes:
3050 3050
3051 3051 1) If an input line begins with '!!', then %sx is automatically
3052 3052 invoked. That is, while:
3053 3053 !ls
3054 3054 causes ipython to simply issue system('ls'), typing
3055 3055 !!ls
3056 3056 is a shorthand equivalent to:
3057 3057 %sx ls
3058 3058
3059 3059 2) %sx differs from %sc in that %sx automatically splits into a list,
3060 3060 like '%sc -l'. The reason for this is to make it as easy as possible
3061 3061 to process line-oriented shell output via further python commands.
3062 3062 %sc is meant to provide much finer control, but requires more
3063 3063 typing.
3064 3064
3065 3065 3) Just like %sc -l, this is a list with special attributes:
3066 3066
3067 3067 .l (or .list) : value as list.
3068 3068 .n (or .nlstr): value as newline-separated string.
3069 3069 .s (or .spstr): value as whitespace-separated string.
3070 3070
3071 3071 This is very useful when trying to use such lists as arguments to
3072 3072 system commands."""
3073 3073
3074 3074 if parameter_s:
3075 3075 return self.shell.getoutput(parameter_s)
3076 3076
3077 3077
3078 3078 def magic_bookmark(self, parameter_s=''):
3079 3079 """Manage IPython's bookmark system.
3080 3080
3081 3081 %bookmark <name> - set bookmark to current dir
3082 3082 %bookmark <name> <dir> - set bookmark to <dir>
3083 3083 %bookmark -l - list all bookmarks
3084 3084 %bookmark -d <name> - remove bookmark
3085 3085 %bookmark -r - remove all bookmarks
3086 3086
3087 3087 You can later on access a bookmarked folder with:
3088 3088 %cd -b <name>
3089 3089 or simply '%cd <name>' if there is no directory called <name> AND
3090 3090 there is such a bookmark defined.
3091 3091
3092 3092 Your bookmarks persist through IPython sessions, but they are
3093 3093 associated with each profile."""
3094 3094
3095 3095 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3096 3096 if len(args) > 2:
3097 3097 raise UsageError("%bookmark: too many arguments")
3098 3098
3099 3099 bkms = self.db.get('bookmarks',{})
3100 3100
3101 3101 if opts.has_key('d'):
3102 3102 try:
3103 3103 todel = args[0]
3104 3104 except IndexError:
3105 3105 raise UsageError(
3106 3106 "%bookmark -d: must provide a bookmark to delete")
3107 3107 else:
3108 3108 try:
3109 3109 del bkms[todel]
3110 3110 except KeyError:
3111 3111 raise UsageError(
3112 3112 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3113 3113
3114 3114 elif opts.has_key('r'):
3115 3115 bkms = {}
3116 3116 elif opts.has_key('l'):
3117 3117 bks = bkms.keys()
3118 3118 bks.sort()
3119 3119 if bks:
3120 3120 size = max(map(len,bks))
3121 3121 else:
3122 3122 size = 0
3123 3123 fmt = '%-'+str(size)+'s -> %s'
3124 3124 print 'Current bookmarks:'
3125 3125 for bk in bks:
3126 3126 print fmt % (bk,bkms[bk])
3127 3127 else:
3128 3128 if not args:
3129 3129 raise UsageError("%bookmark: You must specify the bookmark name")
3130 3130 elif len(args)==1:
3131 3131 bkms[args[0]] = os.getcwd()
3132 3132 elif len(args)==2:
3133 3133 bkms[args[0]] = args[1]
3134 3134 self.db['bookmarks'] = bkms
3135 3135
3136 3136 def magic_pycat(self, parameter_s=''):
3137 3137 """Show a syntax-highlighted file through a pager.
3138 3138
3139 3139 This magic is similar to the cat utility, but it will assume the file
3140 3140 to be Python source and will show it with syntax highlighting. """
3141 3141
3142 3142 try:
3143 3143 filename = get_py_filename(parameter_s)
3144 3144 cont = file_read(filename)
3145 3145 except IOError:
3146 3146 try:
3147 3147 cont = eval(parameter_s,self.user_ns)
3148 3148 except NameError:
3149 3149 cont = None
3150 3150 if cont is None:
3151 3151 print "Error: no such file or variable"
3152 3152 return
3153 3153
3154 3154 page.page(self.shell.pycolorize(cont))
3155 3155
3156 3156 def _rerun_pasted(self):
3157 3157 """ Rerun a previously pasted command.
3158 3158 """
3159 3159 b = self.user_ns.get('pasted_block', None)
3160 3160 if b is None:
3161 3161 raise UsageError('No previous pasted block available')
3162 3162 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3163 3163 exec b in self.user_ns
3164 3164
3165 3165 def _get_pasted_lines(self, sentinel):
3166 3166 """ Yield pasted lines until the user enters the given sentinel value.
3167 3167 """
3168 3168 from IPython.core import interactiveshell
3169 3169 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3170 3170 while True:
3171 3171 l = interactiveshell.raw_input_original(':')
3172 3172 if l == sentinel:
3173 3173 return
3174 3174 else:
3175 3175 yield l
3176 3176
3177 3177 def _strip_pasted_lines_for_code(self, raw_lines):
3178 3178 """ Strip non-code parts of a sequence of lines to return a block of
3179 3179 code.
3180 3180 """
3181 3181 # Regular expressions that declare text we strip from the input:
3182 3182 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3183 3183 r'^\s*(\s?>)+', # Python input prompt
3184 3184 r'^\s*\.{3,}', # Continuation prompts
3185 3185 r'^\++',
3186 3186 ]
3187 3187
3188 3188 strip_from_start = map(re.compile,strip_re)
3189 3189
3190 3190 lines = []
3191 3191 for l in raw_lines:
3192 3192 for pat in strip_from_start:
3193 3193 l = pat.sub('',l)
3194 3194 lines.append(l)
3195 3195
3196 3196 block = "\n".join(lines) + '\n'
3197 3197 #print "block:\n",block
3198 3198 return block
3199 3199
3200 3200 def _execute_block(self, block, par):
3201 3201 """ Execute a block, or store it in a variable, per the user's request.
3202 3202 """
3203 3203 if not par:
3204 3204 b = textwrap.dedent(block)
3205 3205 self.user_ns['pasted_block'] = b
3206 3206 exec b in self.user_ns
3207 3207 else:
3208 3208 self.user_ns[par] = SList(block.splitlines())
3209 3209 print "Block assigned to '%s'" % par
3210 3210
3211 3211 def magic_quickref(self,arg):
3212 3212 """ Show a quick reference sheet """
3213 3213 import IPython.core.usage
3214 3214 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3215 3215
3216 3216 page.page(qr)
3217 3217
3218 3218 def magic_doctest_mode(self,parameter_s=''):
3219 3219 """Toggle doctest mode on and off.
3220 3220
3221 3221 This mode is intended to make IPython behave as much as possible like a
3222 3222 plain Python shell, from the perspective of how its prompts, exceptions
3223 3223 and output look. This makes it easy to copy and paste parts of a
3224 3224 session into doctests. It does so by:
3225 3225
3226 3226 - Changing the prompts to the classic ``>>>`` ones.
3227 3227 - Changing the exception reporting mode to 'Plain'.
3228 3228 - Disabling pretty-printing of output.
3229 3229
3230 3230 Note that IPython also supports the pasting of code snippets that have
3231 3231 leading '>>>' and '...' prompts in them. This means that you can paste
3232 3232 doctests from files or docstrings (even if they have leading
3233 3233 whitespace), and the code will execute correctly. You can then use
3234 3234 '%history -t' to see the translated history; this will give you the
3235 3235 input after removal of all the leading prompts and whitespace, which
3236 3236 can be pasted back into an editor.
3237 3237
3238 3238 With these features, you can switch into this mode easily whenever you
3239 3239 need to do testing and changes to doctests, without having to leave
3240 3240 your existing IPython session.
3241 3241 """
3242 3242
3243 3243 from IPython.utils.ipstruct import Struct
3244 3244
3245 3245 # Shorthands
3246 3246 shell = self.shell
3247 3247 oc = shell.displayhook
3248 3248 meta = shell.meta
3249 3249 disp_formatter = self.shell.display_formatter
3250 3250 ptformatter = disp_formatter.formatters['text/plain']
3251 3251 # dstore is a data store kept in the instance metadata bag to track any
3252 3252 # changes we make, so we can undo them later.
3253 3253 dstore = meta.setdefault('doctest_mode',Struct())
3254 3254 save_dstore = dstore.setdefault
3255 3255
3256 3256 # save a few values we'll need to recover later
3257 3257 mode = save_dstore('mode',False)
3258 3258 save_dstore('rc_pprint',ptformatter.pprint)
3259 3259 save_dstore('xmode',shell.InteractiveTB.mode)
3260 3260 save_dstore('rc_separate_out',shell.separate_out)
3261 3261 save_dstore('rc_separate_out2',shell.separate_out2)
3262 3262 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3263 3263 save_dstore('rc_separate_in',shell.separate_in)
3264 3264 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3265 3265
3266 3266 if mode == False:
3267 3267 # turn on
3268 3268 oc.prompt1.p_template = '>>> '
3269 3269 oc.prompt2.p_template = '... '
3270 3270 oc.prompt_out.p_template = ''
3271 3271
3272 3272 # Prompt separators like plain python
3273 3273 oc.input_sep = oc.prompt1.sep = ''
3274 3274 oc.output_sep = ''
3275 3275 oc.output_sep2 = ''
3276 3276
3277 3277 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3278 3278 oc.prompt_out.pad_left = False
3279 3279
3280 3280 ptformatter.pprint = False
3281 3281 disp_formatter.plain_text_only = True
3282 3282
3283 3283 shell.magic_xmode('Plain')
3284 3284 else:
3285 3285 # turn off
3286 3286 oc.prompt1.p_template = shell.prompt_in1
3287 3287 oc.prompt2.p_template = shell.prompt_in2
3288 3288 oc.prompt_out.p_template = shell.prompt_out
3289 3289
3290 3290 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3291 3291
3292 3292 oc.output_sep = dstore.rc_separate_out
3293 3293 oc.output_sep2 = dstore.rc_separate_out2
3294 3294
3295 3295 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3296 3296 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3297 3297
3298 3298 ptformatter.pprint = dstore.rc_pprint
3299 3299 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3300 3300
3301 3301 shell.magic_xmode(dstore.xmode)
3302 3302
3303 3303 # Store new mode and inform
3304 3304 dstore.mode = bool(1-int(mode))
3305 3305 mode_label = ['OFF','ON'][dstore.mode]
3306 3306 print 'Doctest mode is:', mode_label
3307 3307
3308 3308 def magic_gui(self, parameter_s=''):
3309 3309 """Enable or disable IPython GUI event loop integration.
3310 3310
3311 3311 %gui [GUINAME]
3312 3312
3313 3313 This magic replaces IPython's threaded shells that were activated
3314 3314 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3315 3315 can now be enabled, disabled and swtiched at runtime and keyboard
3316 3316 interrupts should work without any problems. The following toolkits
3317 3317 are supported: wxPython, PyQt4, PyGTK, and Tk::
3318 3318
3319 3319 %gui wx # enable wxPython event loop integration
3320 3320 %gui qt4|qt # enable PyQt4 event loop integration
3321 3321 %gui gtk # enable PyGTK event loop integration
3322 3322 %gui tk # enable Tk event loop integration
3323 3323 %gui # disable all event loop integration
3324 3324
3325 3325 WARNING: after any of these has been called you can simply create
3326 3326 an application object, but DO NOT start the event loop yourself, as
3327 3327 we have already handled that.
3328 3328 """
3329 3329 from IPython.lib.inputhook import enable_gui
3330 3330 opts, arg = self.parse_options(parameter_s, '')
3331 3331 if arg=='': arg = None
3332 3332 return enable_gui(arg)
3333 3333
3334 3334 def magic_load_ext(self, module_str):
3335 3335 """Load an IPython extension by its module name."""
3336 3336 return self.extension_manager.load_extension(module_str)
3337 3337
3338 3338 def magic_unload_ext(self, module_str):
3339 3339 """Unload an IPython extension by its module name."""
3340 3340 self.extension_manager.unload_extension(module_str)
3341 3341
3342 3342 def magic_reload_ext(self, module_str):
3343 3343 """Reload an IPython extension by its module name."""
3344 3344 self.extension_manager.reload_extension(module_str)
3345 3345
3346 3346 @testdec.skip_doctest
3347 3347 def magic_install_profiles(self, s):
3348 3348 """Install the default IPython profiles into the .ipython dir.
3349 3349
3350 3350 If the default profiles have already been installed, they will not
3351 3351 be overwritten. You can force overwriting them by using the ``-o``
3352 3352 option::
3353 3353
3354 3354 In [1]: %install_profiles -o
3355 3355 """
3356 3356 if '-o' in s:
3357 3357 overwrite = True
3358 3358 else:
3359 3359 overwrite = False
3360 3360 from IPython.config import profile
3361 3361 profile_dir = os.path.split(profile.__file__)[0]
3362 3362 ipython_dir = self.ipython_dir
3363 3363 files = os.listdir(profile_dir)
3364 3364
3365 3365 to_install = []
3366 3366 for f in files:
3367 3367 if f.startswith('ipython_config'):
3368 3368 src = os.path.join(profile_dir, f)
3369 3369 dst = os.path.join(ipython_dir, f)
3370 3370 if (not os.path.isfile(dst)) or overwrite:
3371 3371 to_install.append((f, src, dst))
3372 3372 if len(to_install)>0:
3373 3373 print "Installing profiles to: ", ipython_dir
3374 3374 for (f, src, dst) in to_install:
3375 3375 shutil.copy(src, dst)
3376 3376 print " %s" % f
3377 3377
3378 3378 def magic_install_default_config(self, s):
3379 3379 """Install IPython's default config file into the .ipython dir.
3380 3380
3381 3381 If the default config file (:file:`ipython_config.py`) is already
3382 3382 installed, it will not be overwritten. You can force overwriting
3383 3383 by using the ``-o`` option::
3384 3384
3385 3385 In [1]: %install_default_config
3386 3386 """
3387 3387 if '-o' in s:
3388 3388 overwrite = True
3389 3389 else:
3390 3390 overwrite = False
3391 3391 from IPython.config import default
3392 3392 config_dir = os.path.split(default.__file__)[0]
3393 3393 ipython_dir = self.ipython_dir
3394 3394 default_config_file_name = 'ipython_config.py'
3395 3395 src = os.path.join(config_dir, default_config_file_name)
3396 3396 dst = os.path.join(ipython_dir, default_config_file_name)
3397 3397 if (not os.path.isfile(dst)) or overwrite:
3398 3398 shutil.copy(src, dst)
3399 3399 print "Installing default config file: %s" % dst
3400 3400
3401 3401 # Pylab support: simple wrappers that activate pylab, load gui input
3402 3402 # handling and modify slightly %run
3403 3403
3404 3404 @testdec.skip_doctest
3405 3405 def _pylab_magic_run(self, parameter_s=''):
3406 3406 Magic.magic_run(self, parameter_s,
3407 3407 runner=mpl_runner(self.shell.safe_execfile))
3408 3408
3409 3409 _pylab_magic_run.__doc__ = magic_run.__doc__
3410 3410
3411 3411 @testdec.skip_doctest
3412 3412 def magic_pylab(self, s):
3413 3413 """Load numpy and matplotlib to work interactively.
3414 3414
3415 3415 %pylab [GUINAME]
3416 3416
3417 3417 This function lets you activate pylab (matplotlib, numpy and
3418 3418 interactive support) at any point during an IPython session.
3419 3419
3420 3420 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3421 3421 pylab and mlab, as well as all names from numpy and pylab.
3422 3422
3423 3423 Parameters
3424 3424 ----------
3425 3425 guiname : optional
3426 3426 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3427 3427 'tk'). If given, the corresponding Matplotlib backend is used,
3428 3428 otherwise matplotlib's default (which you can override in your
3429 3429 matplotlib config file) is used.
3430 3430
3431 3431 Examples
3432 3432 --------
3433 3433 In this case, where the MPL default is TkAgg:
3434 3434 In [2]: %pylab
3435 3435
3436 3436 Welcome to pylab, a matplotlib-based Python environment.
3437 3437 Backend in use: TkAgg
3438 3438 For more information, type 'help(pylab)'.
3439 3439
3440 3440 But you can explicitly request a different backend:
3441 3441 In [3]: %pylab qt
3442 3442
3443 3443 Welcome to pylab, a matplotlib-based Python environment.
3444 3444 Backend in use: Qt4Agg
3445 3445 For more information, type 'help(pylab)'.
3446 3446 """
3447 3447 self.shell.enable_pylab(s)
3448 3448
3449 3449 def magic_tb(self, s):
3450 3450 """Print the last traceback with the currently active exception mode.
3451 3451
3452 3452 See %xmode for changing exception reporting modes."""
3453 3453 self.shell.showtraceback()
3454 3454
3455 3455 @testdec.skip_doctest
3456 3456 def magic_precision(self, s=''):
3457 3457 """Set floating point precision for pretty printing.
3458 3458
3459 3459 Can set either integer precision or a format string.
3460 3460
3461 3461 If numpy has been imported and precision is an int,
3462 3462 numpy display precision will also be set, via ``numpy.set_printoptions``.
3463 3463
3464 3464 If no argument is given, defaults will be restored.
3465 3465
3466 3466 Examples
3467 3467 --------
3468 3468 ::
3469 3469
3470 3470 In [1]: from math import pi
3471 3471
3472 3472 In [2]: %precision 3
3473 3473 Out[2]: '%.3f'
3474 3474
3475 3475 In [3]: pi
3476 3476 Out[3]: 3.142
3477 3477
3478 3478 In [4]: %precision %i
3479 3479 Out[4]: '%i'
3480 3480
3481 3481 In [5]: pi
3482 3482 Out[5]: 3
3483 3483
3484 3484 In [6]: %precision %e
3485 3485 Out[6]: '%e'
3486 3486
3487 3487 In [7]: pi**10
3488 3488 Out[7]: 9.364805e+04
3489 3489
3490 3490 In [8]: %precision
3491 3491 Out[8]: '%r'
3492 3492
3493 3493 In [9]: pi**10
3494 3494 Out[9]: 93648.047476082982
3495 3495
3496 3496 """
3497 3497
3498 3498 ptformatter = self.shell.display_formatter.formatters['text/plain']
3499 3499 ptformatter.float_precision = s
3500 3500 return ptformatter.float_format
3501 3501
3502 3502 # end Magic
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