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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 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 lines = self.shell._get_some_code(codefrom, 'r' in opts)
2033 lines = self.shell.find_user_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 cmds = self.shell._get_some_code(codefrom, 'r' in opts)
2072 cmds = self.shell.find_user_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 magic_pastebin(self, parameter_s = ''):
2085 2085 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2086 2086 try:
2087 code = self.shell._get_some_code(parameter_s)
2087 code = self.shell.find_user_code(parameter_s)
2088 2088 except (ValueError, TypeError) as e:
2089 2089 print e.args[0]
2090 2090 return
2091 2091 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2092 2092 id = pbserver.pastes.newPaste("python", code)
2093 2093 return "http://paste.pocoo.org/show/" + id
2094 2094
2095 2095 def _edit_macro(self,mname,macro):
2096 2096 """open an editor with the macro data in a file"""
2097 2097 filename = self.shell.mktempfile(macro.value)
2098 2098 self.shell.hooks.editor(filename)
2099 2099
2100 2100 # and make a new macro object, to replace the old one
2101 2101 mfile = open(filename)
2102 2102 mvalue = mfile.read()
2103 2103 mfile.close()
2104 2104 self.shell.user_ns[mname] = Macro(mvalue)
2105 2105
2106 2106 def magic_ed(self,parameter_s=''):
2107 2107 """Alias to %edit."""
2108 2108 return self.magic_edit(parameter_s)
2109 2109
2110 2110 @testdec.skip_doctest
2111 2111 def magic_edit(self,parameter_s='',last_call=['','']):
2112 2112 """Bring up an editor and execute the resulting code.
2113 2113
2114 2114 Usage:
2115 2115 %edit [options] [args]
2116 2116
2117 2117 %edit runs IPython's editor hook. The default version of this hook is
2118 2118 set to call the __IPYTHON__.rc.editor command. This is read from your
2119 2119 environment variable $EDITOR. If this isn't found, it will default to
2120 2120 vi under Linux/Unix and to notepad under Windows. See the end of this
2121 2121 docstring for how to change the editor hook.
2122 2122
2123 2123 You can also set the value of this editor via the command line option
2124 2124 '-editor' or in your ipythonrc file. This is useful if you wish to use
2125 2125 specifically for IPython an editor different from your typical default
2126 2126 (and for Windows users who typically don't set environment variables).
2127 2127
2128 2128 This command allows you to conveniently edit multi-line code right in
2129 2129 your IPython session.
2130 2130
2131 2131 If called without arguments, %edit opens up an empty editor with a
2132 2132 temporary file and will execute the contents of this file when you
2133 2133 close it (don't forget to save it!).
2134 2134
2135 2135
2136 2136 Options:
2137 2137
2138 2138 -n <number>: open the editor at a specified line number. By default,
2139 2139 the IPython editor hook uses the unix syntax 'editor +N filename', but
2140 2140 you can configure this by providing your own modified hook if your
2141 2141 favorite editor supports line-number specifications with a different
2142 2142 syntax.
2143 2143
2144 2144 -p: this will call the editor with the same data as the previous time
2145 2145 it was used, regardless of how long ago (in your current session) it
2146 2146 was.
2147 2147
2148 2148 -r: use 'raw' input. This option only applies to input taken from the
2149 2149 user's history. By default, the 'processed' history is used, so that
2150 2150 magics are loaded in their transformed version to valid Python. If
2151 2151 this option is given, the raw input as typed as the command line is
2152 2152 used instead. When you exit the editor, it will be executed by
2153 2153 IPython's own processor.
2154 2154
2155 2155 -x: do not execute the edited code immediately upon exit. This is
2156 2156 mainly useful if you are editing programs which need to be called with
2157 2157 command line arguments, which you can then do using %run.
2158 2158
2159 2159
2160 2160 Arguments:
2161 2161
2162 2162 If arguments are given, the following possibilites exist:
2163 2163
2164 2164 - If the argument is a filename, IPython will load that into the
2165 2165 editor. It will execute its contents with execfile() when you exit,
2166 2166 loading any code in the file into your interactive namespace.
2167 2167
2168 2168 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2169 2169 The syntax is the same as in the %history magic.
2170 2170
2171 2171 - If the argument is a string variable, its contents are loaded
2172 2172 into the editor. You can thus edit any string which contains
2173 2173 python code (including the result of previous edits).
2174 2174
2175 2175 - If the argument is the name of an object (other than a string),
2176 2176 IPython will try to locate the file where it was defined and open the
2177 2177 editor at the point where it is defined. You can use `%edit function`
2178 2178 to load an editor exactly at the point where 'function' is defined,
2179 2179 edit it and have the file be executed automatically.
2180 2180
2181 2181 If the object is a macro (see %macro for details), this opens up your
2182 2182 specified editor with a temporary file containing the macro's data.
2183 2183 Upon exit, the macro is reloaded with the contents of the file.
2184 2184
2185 2185 Note: opening at an exact line is only supported under Unix, and some
2186 2186 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2187 2187 '+NUMBER' parameter necessary for this feature. Good editors like
2188 2188 (X)Emacs, vi, jed, pico and joe all do.
2189 2189
2190 2190 After executing your code, %edit will return as output the code you
2191 2191 typed in the editor (except when it was an existing file). This way
2192 2192 you can reload the code in further invocations of %edit as a variable,
2193 2193 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2194 2194 the output.
2195 2195
2196 2196 Note that %edit is also available through the alias %ed.
2197 2197
2198 2198 This is an example of creating a simple function inside the editor and
2199 2199 then modifying it. First, start up the editor:
2200 2200
2201 2201 In [1]: ed
2202 2202 Editing... done. Executing edited code...
2203 2203 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2204 2204
2205 2205 We can then call the function foo():
2206 2206
2207 2207 In [2]: foo()
2208 2208 foo() was defined in an editing session
2209 2209
2210 2210 Now we edit foo. IPython automatically loads the editor with the
2211 2211 (temporary) file where foo() was previously defined:
2212 2212
2213 2213 In [3]: ed foo
2214 2214 Editing... done. Executing edited code...
2215 2215
2216 2216 And if we call foo() again we get the modified version:
2217 2217
2218 2218 In [4]: foo()
2219 2219 foo() has now been changed!
2220 2220
2221 2221 Here is an example of how to edit a code snippet successive
2222 2222 times. First we call the editor:
2223 2223
2224 2224 In [5]: ed
2225 2225 Editing... done. Executing edited code...
2226 2226 hello
2227 2227 Out[5]: "print 'hello'n"
2228 2228
2229 2229 Now we call it again with the previous output (stored in _):
2230 2230
2231 2231 In [6]: ed _
2232 2232 Editing... done. Executing edited code...
2233 2233 hello world
2234 2234 Out[6]: "print 'hello world'n"
2235 2235
2236 2236 Now we call it with the output #8 (stored in _8, also as Out[8]):
2237 2237
2238 2238 In [7]: ed _8
2239 2239 Editing... done. Executing edited code...
2240 2240 hello again
2241 2241 Out[7]: "print 'hello again'n"
2242 2242
2243 2243
2244 2244 Changing the default editor hook:
2245 2245
2246 2246 If you wish to write your own editor hook, you can put it in a
2247 2247 configuration file which you load at startup time. The default hook
2248 2248 is defined in the IPython.core.hooks module, and you can use that as a
2249 2249 starting example for further modifications. That file also has
2250 2250 general instructions on how to set a new hook for use once you've
2251 2251 defined it."""
2252 2252
2253 2253 # FIXME: This function has become a convoluted mess. It needs a
2254 2254 # ground-up rewrite with clean, simple logic.
2255 2255
2256 2256 def make_filename(arg):
2257 2257 "Make a filename from the given args"
2258 2258 try:
2259 2259 filename = get_py_filename(arg)
2260 2260 except IOError:
2261 2261 if args.endswith('.py'):
2262 2262 filename = arg
2263 2263 else:
2264 2264 filename = None
2265 2265 return filename
2266 2266
2267 2267 # custom exceptions
2268 2268 class DataIsObject(Exception): pass
2269 2269
2270 2270 opts,args = self.parse_options(parameter_s,'prxn:')
2271 2271 # Set a few locals from the options for convenience:
2272 2272 opts_prev = 'p' in opts
2273 2273 opts_raw = 'r' in opts
2274 2274
2275 2275 # Default line number value
2276 2276 lineno = opts.get('n',None)
2277 2277
2278 2278 if opts_prev:
2279 2279 args = '_%s' % last_call[0]
2280 2280 if not self.shell.user_ns.has_key(args):
2281 2281 args = last_call[1]
2282 2282
2283 2283 # use last_call to remember the state of the previous call, but don't
2284 2284 # let it be clobbered by successive '-p' calls.
2285 2285 try:
2286 2286 last_call[0] = self.shell.displayhook.prompt_count
2287 2287 if not opts_prev:
2288 2288 last_call[1] = parameter_s
2289 2289 except:
2290 2290 pass
2291 2291
2292 2292 # by default this is done with temp files, except when the given
2293 2293 # arg is a filename
2294 2294 use_temp = True
2295 2295
2296 2296 data = ''
2297 2297 if args.endswith('.py'):
2298 2298 filename = make_filename(args)
2299 2299 use_temp = False
2300 2300 elif args:
2301 2301 # Mode where user specifies ranges of lines, like in %macro.
2302 2302 data = self.extract_input_lines(args, opts_raw)
2303 2303 if not data:
2304 2304 try:
2305 2305 # Load the parameter given as a variable. If not a string,
2306 2306 # process it as an object instead (below)
2307 2307
2308 2308 #print '*** args',args,'type',type(args) # dbg
2309 2309 data = eval(args, self.shell.user_ns)
2310 2310 if not isinstance(data, basestring):
2311 2311 raise DataIsObject
2312 2312
2313 2313 except (NameError,SyntaxError):
2314 2314 # given argument is not a variable, try as a filename
2315 2315 filename = make_filename(args)
2316 2316 if filename is None:
2317 2317 warn("Argument given (%s) can't be found as a variable "
2318 2318 "or as a filename." % args)
2319 2319 return
2320 2320 use_temp = False
2321 2321
2322 2322 except DataIsObject:
2323 2323 # macros have a special edit function
2324 2324 if isinstance(data, Macro):
2325 2325 self._edit_macro(args,data)
2326 2326 return
2327 2327
2328 2328 # For objects, try to edit the file where they are defined
2329 2329 try:
2330 2330 filename = inspect.getabsfile(data)
2331 2331 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2332 2332 # class created by %edit? Try to find source
2333 2333 # by looking for method definitions instead, the
2334 2334 # __module__ in those classes is FakeModule.
2335 2335 attrs = [getattr(data, aname) for aname in dir(data)]
2336 2336 for attr in attrs:
2337 2337 if not inspect.ismethod(attr):
2338 2338 continue
2339 2339 filename = inspect.getabsfile(attr)
2340 2340 if filename and 'fakemodule' not in filename.lower():
2341 2341 # change the attribute to be the edit target instead
2342 2342 data = attr
2343 2343 break
2344 2344
2345 2345 datafile = 1
2346 2346 except TypeError:
2347 2347 filename = make_filename(args)
2348 2348 datafile = 1
2349 2349 warn('Could not find file where `%s` is defined.\n'
2350 2350 'Opening a file named `%s`' % (args,filename))
2351 2351 # Now, make sure we can actually read the source (if it was in
2352 2352 # a temp file it's gone by now).
2353 2353 if datafile:
2354 2354 try:
2355 2355 if lineno is None:
2356 2356 lineno = inspect.getsourcelines(data)[1]
2357 2357 except IOError:
2358 2358 filename = make_filename(args)
2359 2359 if filename is None:
2360 2360 warn('The file `%s` where `%s` was defined cannot '
2361 2361 'be read.' % (filename,data))
2362 2362 return
2363 2363 use_temp = False
2364 2364
2365 2365 if use_temp:
2366 2366 filename = self.shell.mktempfile(data)
2367 2367 print 'IPython will make a temporary file named:',filename
2368 2368
2369 2369 # do actual editing here
2370 2370 print 'Editing...',
2371 2371 sys.stdout.flush()
2372 2372 try:
2373 2373 # Quote filenames that may have spaces in them
2374 2374 if ' ' in filename:
2375 2375 filename = "%s" % filename
2376 2376 self.shell.hooks.editor(filename,lineno)
2377 2377 except TryNext:
2378 2378 warn('Could not open editor')
2379 2379 return
2380 2380
2381 2381 # XXX TODO: should this be generalized for all string vars?
2382 2382 # For now, this is special-cased to blocks created by cpaste
2383 2383 if args.strip() == 'pasted_block':
2384 2384 self.shell.user_ns['pasted_block'] = file_read(filename)
2385 2385
2386 2386 if 'x' in opts: # -x prevents actual execution
2387 2387 print
2388 2388 else:
2389 2389 print 'done. Executing edited code...'
2390 2390 if opts_raw:
2391 2391 self.shell.run_cell(file_read(filename),
2392 2392 store_history=False)
2393 2393 else:
2394 2394 self.shell.safe_execfile(filename,self.shell.user_ns,
2395 2395 self.shell.user_ns)
2396 2396
2397 2397
2398 2398 if use_temp:
2399 2399 try:
2400 2400 return open(filename).read()
2401 2401 except IOError,msg:
2402 2402 if msg.filename == filename:
2403 2403 warn('File not found. Did you forget to save?')
2404 2404 return
2405 2405 else:
2406 2406 self.shell.showtraceback()
2407 2407
2408 2408 def magic_xmode(self,parameter_s = ''):
2409 2409 """Switch modes for the exception handlers.
2410 2410
2411 2411 Valid modes: Plain, Context and Verbose.
2412 2412
2413 2413 If called without arguments, acts as a toggle."""
2414 2414
2415 2415 def xmode_switch_err(name):
2416 2416 warn('Error changing %s exception modes.\n%s' %
2417 2417 (name,sys.exc_info()[1]))
2418 2418
2419 2419 shell = self.shell
2420 2420 new_mode = parameter_s.strip().capitalize()
2421 2421 try:
2422 2422 shell.InteractiveTB.set_mode(mode=new_mode)
2423 2423 print 'Exception reporting mode:',shell.InteractiveTB.mode
2424 2424 except:
2425 2425 xmode_switch_err('user')
2426 2426
2427 2427 def magic_colors(self,parameter_s = ''):
2428 2428 """Switch color scheme for prompts, info system and exception handlers.
2429 2429
2430 2430 Currently implemented schemes: NoColor, Linux, LightBG.
2431 2431
2432 2432 Color scheme names are not case-sensitive.
2433 2433
2434 2434 Examples
2435 2435 --------
2436 2436 To get a plain black and white terminal::
2437 2437
2438 2438 %colors nocolor
2439 2439 """
2440 2440
2441 2441 def color_switch_err(name):
2442 2442 warn('Error changing %s color schemes.\n%s' %
2443 2443 (name,sys.exc_info()[1]))
2444 2444
2445 2445
2446 2446 new_scheme = parameter_s.strip()
2447 2447 if not new_scheme:
2448 2448 raise UsageError(
2449 2449 "%colors: you must specify a color scheme. See '%colors?'")
2450 2450 return
2451 2451 # local shortcut
2452 2452 shell = self.shell
2453 2453
2454 2454 import IPython.utils.rlineimpl as readline
2455 2455
2456 2456 if not readline.have_readline and sys.platform == "win32":
2457 2457 msg = """\
2458 2458 Proper color support under MS Windows requires the pyreadline library.
2459 2459 You can find it at:
2460 2460 http://ipython.scipy.org/moin/PyReadline/Intro
2461 2461 Gary's readline needs the ctypes module, from:
2462 2462 http://starship.python.net/crew/theller/ctypes
2463 2463 (Note that ctypes is already part of Python versions 2.5 and newer).
2464 2464
2465 2465 Defaulting color scheme to 'NoColor'"""
2466 2466 new_scheme = 'NoColor'
2467 2467 warn(msg)
2468 2468
2469 2469 # readline option is 0
2470 2470 if not shell.has_readline:
2471 2471 new_scheme = 'NoColor'
2472 2472
2473 2473 # Set prompt colors
2474 2474 try:
2475 2475 shell.displayhook.set_colors(new_scheme)
2476 2476 except:
2477 2477 color_switch_err('prompt')
2478 2478 else:
2479 2479 shell.colors = \
2480 2480 shell.displayhook.color_table.active_scheme_name
2481 2481 # Set exception colors
2482 2482 try:
2483 2483 shell.InteractiveTB.set_colors(scheme = new_scheme)
2484 2484 shell.SyntaxTB.set_colors(scheme = new_scheme)
2485 2485 except:
2486 2486 color_switch_err('exception')
2487 2487
2488 2488 # Set info (for 'object?') colors
2489 2489 if shell.color_info:
2490 2490 try:
2491 2491 shell.inspector.set_active_scheme(new_scheme)
2492 2492 except:
2493 2493 color_switch_err('object inspector')
2494 2494 else:
2495 2495 shell.inspector.set_active_scheme('NoColor')
2496 2496
2497 2497 def magic_pprint(self, parameter_s=''):
2498 2498 """Toggle pretty printing on/off."""
2499 2499 ptformatter = self.shell.display_formatter.formatters['text/plain']
2500 2500 ptformatter.pprint = bool(1 - ptformatter.pprint)
2501 2501 print 'Pretty printing has been turned', \
2502 2502 ['OFF','ON'][ptformatter.pprint]
2503 2503
2504 2504 def magic_Exit(self, parameter_s=''):
2505 2505 """Exit IPython."""
2506 2506
2507 2507 self.shell.ask_exit()
2508 2508
2509 2509 # Add aliases as magics so all common forms work: exit, quit, Exit, Quit.
2510 2510 magic_exit = magic_quit = magic_Quit = magic_Exit
2511 2511
2512 2512 #......................................................................
2513 2513 # Functions to implement unix shell-type things
2514 2514
2515 2515 @testdec.skip_doctest
2516 2516 def magic_alias(self, parameter_s = ''):
2517 2517 """Define an alias for a system command.
2518 2518
2519 2519 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2520 2520
2521 2521 Then, typing 'alias_name params' will execute the system command 'cmd
2522 2522 params' (from your underlying operating system).
2523 2523
2524 2524 Aliases have lower precedence than magic functions and Python normal
2525 2525 variables, so if 'foo' is both a Python variable and an alias, the
2526 2526 alias can not be executed until 'del foo' removes the Python variable.
2527 2527
2528 2528 You can use the %l specifier in an alias definition to represent the
2529 2529 whole line when the alias is called. For example:
2530 2530
2531 2531 In [2]: alias bracket echo "Input in brackets: <%l>"
2532 2532 In [3]: bracket hello world
2533 2533 Input in brackets: <hello world>
2534 2534
2535 2535 You can also define aliases with parameters using %s specifiers (one
2536 2536 per parameter):
2537 2537
2538 2538 In [1]: alias parts echo first %s second %s
2539 2539 In [2]: %parts A B
2540 2540 first A second B
2541 2541 In [3]: %parts A
2542 2542 Incorrect number of arguments: 2 expected.
2543 2543 parts is an alias to: 'echo first %s second %s'
2544 2544
2545 2545 Note that %l and %s are mutually exclusive. You can only use one or
2546 2546 the other in your aliases.
2547 2547
2548 2548 Aliases expand Python variables just like system calls using ! or !!
2549 2549 do: all expressions prefixed with '$' get expanded. For details of
2550 2550 the semantic rules, see PEP-215:
2551 2551 http://www.python.org/peps/pep-0215.html. This is the library used by
2552 2552 IPython for variable expansion. If you want to access a true shell
2553 2553 variable, an extra $ is necessary to prevent its expansion by IPython:
2554 2554
2555 2555 In [6]: alias show echo
2556 2556 In [7]: PATH='A Python string'
2557 2557 In [8]: show $PATH
2558 2558 A Python string
2559 2559 In [9]: show $$PATH
2560 2560 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2561 2561
2562 2562 You can use the alias facility to acess all of $PATH. See the %rehash
2563 2563 and %rehashx functions, which automatically create aliases for the
2564 2564 contents of your $PATH.
2565 2565
2566 2566 If called with no parameters, %alias prints the current alias table."""
2567 2567
2568 2568 par = parameter_s.strip()
2569 2569 if not par:
2570 2570 stored = self.db.get('stored_aliases', {} )
2571 2571 aliases = sorted(self.shell.alias_manager.aliases)
2572 2572 # for k, v in stored:
2573 2573 # atab.append(k, v[0])
2574 2574
2575 2575 print "Total number of aliases:", len(aliases)
2576 2576 sys.stdout.flush()
2577 2577 return aliases
2578 2578
2579 2579 # Now try to define a new one
2580 2580 try:
2581 2581 alias,cmd = par.split(None, 1)
2582 2582 except:
2583 2583 print oinspect.getdoc(self.magic_alias)
2584 2584 else:
2585 2585 self.shell.alias_manager.soft_define_alias(alias, cmd)
2586 2586 # end magic_alias
2587 2587
2588 2588 def magic_unalias(self, parameter_s = ''):
2589 2589 """Remove an alias"""
2590 2590
2591 2591 aname = parameter_s.strip()
2592 2592 self.shell.alias_manager.undefine_alias(aname)
2593 2593 stored = self.db.get('stored_aliases', {} )
2594 2594 if aname in stored:
2595 2595 print "Removing %stored alias",aname
2596 2596 del stored[aname]
2597 2597 self.db['stored_aliases'] = stored
2598 2598
2599 2599 def magic_rehashx(self, parameter_s = ''):
2600 2600 """Update the alias table with all executable files in $PATH.
2601 2601
2602 2602 This version explicitly checks that every entry in $PATH is a file
2603 2603 with execute access (os.X_OK), so it is much slower than %rehash.
2604 2604
2605 2605 Under Windows, it checks executability as a match agains a
2606 2606 '|'-separated string of extensions, stored in the IPython config
2607 2607 variable win_exec_ext. This defaults to 'exe|com|bat'.
2608 2608
2609 2609 This function also resets the root module cache of module completer,
2610 2610 used on slow filesystems.
2611 2611 """
2612 2612 from IPython.core.alias import InvalidAliasError
2613 2613
2614 2614 # for the benefit of module completer in ipy_completers.py
2615 2615 del self.db['rootmodules']
2616 2616
2617 2617 path = [os.path.abspath(os.path.expanduser(p)) for p in
2618 2618 os.environ.get('PATH','').split(os.pathsep)]
2619 2619 path = filter(os.path.isdir,path)
2620 2620
2621 2621 syscmdlist = []
2622 2622 # Now define isexec in a cross platform manner.
2623 2623 if os.name == 'posix':
2624 2624 isexec = lambda fname:os.path.isfile(fname) and \
2625 2625 os.access(fname,os.X_OK)
2626 2626 else:
2627 2627 try:
2628 2628 winext = os.environ['pathext'].replace(';','|').replace('.','')
2629 2629 except KeyError:
2630 2630 winext = 'exe|com|bat|py'
2631 2631 if 'py' not in winext:
2632 2632 winext += '|py'
2633 2633 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2634 2634 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2635 2635 savedir = os.getcwd()
2636 2636
2637 2637 # Now walk the paths looking for executables to alias.
2638 2638 try:
2639 2639 # write the whole loop for posix/Windows so we don't have an if in
2640 2640 # the innermost part
2641 2641 if os.name == 'posix':
2642 2642 for pdir in path:
2643 2643 os.chdir(pdir)
2644 2644 for ff in os.listdir(pdir):
2645 2645 if isexec(ff):
2646 2646 try:
2647 2647 # Removes dots from the name since ipython
2648 2648 # will assume names with dots to be python.
2649 2649 self.shell.alias_manager.define_alias(
2650 2650 ff.replace('.',''), ff)
2651 2651 except InvalidAliasError:
2652 2652 pass
2653 2653 else:
2654 2654 syscmdlist.append(ff)
2655 2655 else:
2656 2656 no_alias = self.shell.alias_manager.no_alias
2657 2657 for pdir in path:
2658 2658 os.chdir(pdir)
2659 2659 for ff in os.listdir(pdir):
2660 2660 base, ext = os.path.splitext(ff)
2661 2661 if isexec(ff) and base.lower() not in no_alias:
2662 2662 if ext.lower() == '.exe':
2663 2663 ff = base
2664 2664 try:
2665 2665 # Removes dots from the name since ipython
2666 2666 # will assume names with dots to be python.
2667 2667 self.shell.alias_manager.define_alias(
2668 2668 base.lower().replace('.',''), ff)
2669 2669 except InvalidAliasError:
2670 2670 pass
2671 2671 syscmdlist.append(ff)
2672 2672 db = self.db
2673 2673 db['syscmdlist'] = syscmdlist
2674 2674 finally:
2675 2675 os.chdir(savedir)
2676 2676
2677 2677 @testdec.skip_doctest
2678 2678 def magic_pwd(self, parameter_s = ''):
2679 2679 """Return the current working directory path.
2680 2680
2681 2681 Examples
2682 2682 --------
2683 2683 ::
2684 2684
2685 2685 In [9]: pwd
2686 2686 Out[9]: '/home/tsuser/sprint/ipython'
2687 2687 """
2688 2688 return os.getcwd()
2689 2689
2690 2690 @testdec.skip_doctest
2691 2691 def magic_cd(self, parameter_s=''):
2692 2692 """Change the current working directory.
2693 2693
2694 2694 This command automatically maintains an internal list of directories
2695 2695 you visit during your IPython session, in the variable _dh. The
2696 2696 command %dhist shows this history nicely formatted. You can also
2697 2697 do 'cd -<tab>' to see directory history conveniently.
2698 2698
2699 2699 Usage:
2700 2700
2701 2701 cd 'dir': changes to directory 'dir'.
2702 2702
2703 2703 cd -: changes to the last visited directory.
2704 2704
2705 2705 cd -<n>: changes to the n-th directory in the directory history.
2706 2706
2707 2707 cd --foo: change to directory that matches 'foo' in history
2708 2708
2709 2709 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2710 2710 (note: cd <bookmark_name> is enough if there is no
2711 2711 directory <bookmark_name>, but a bookmark with the name exists.)
2712 2712 'cd -b <tab>' allows you to tab-complete bookmark names.
2713 2713
2714 2714 Options:
2715 2715
2716 2716 -q: quiet. Do not print the working directory after the cd command is
2717 2717 executed. By default IPython's cd command does print this directory,
2718 2718 since the default prompts do not display path information.
2719 2719
2720 2720 Note that !cd doesn't work for this purpose because the shell where
2721 2721 !command runs is immediately discarded after executing 'command'.
2722 2722
2723 2723 Examples
2724 2724 --------
2725 2725 ::
2726 2726
2727 2727 In [10]: cd parent/child
2728 2728 /home/tsuser/parent/child
2729 2729 """
2730 2730
2731 2731 parameter_s = parameter_s.strip()
2732 2732 #bkms = self.shell.persist.get("bookmarks",{})
2733 2733
2734 2734 oldcwd = os.getcwd()
2735 2735 numcd = re.match(r'(-)(\d+)$',parameter_s)
2736 2736 # jump in directory history by number
2737 2737 if numcd:
2738 2738 nn = int(numcd.group(2))
2739 2739 try:
2740 2740 ps = self.shell.user_ns['_dh'][nn]
2741 2741 except IndexError:
2742 2742 print 'The requested directory does not exist in history.'
2743 2743 return
2744 2744 else:
2745 2745 opts = {}
2746 2746 elif parameter_s.startswith('--'):
2747 2747 ps = None
2748 2748 fallback = None
2749 2749 pat = parameter_s[2:]
2750 2750 dh = self.shell.user_ns['_dh']
2751 2751 # first search only by basename (last component)
2752 2752 for ent in reversed(dh):
2753 2753 if pat in os.path.basename(ent) and os.path.isdir(ent):
2754 2754 ps = ent
2755 2755 break
2756 2756
2757 2757 if fallback is None and pat in ent and os.path.isdir(ent):
2758 2758 fallback = ent
2759 2759
2760 2760 # if we have no last part match, pick the first full path match
2761 2761 if ps is None:
2762 2762 ps = fallback
2763 2763
2764 2764 if ps is None:
2765 2765 print "No matching entry in directory history"
2766 2766 return
2767 2767 else:
2768 2768 opts = {}
2769 2769
2770 2770
2771 2771 else:
2772 2772 #turn all non-space-escaping backslashes to slashes,
2773 2773 # for c:\windows\directory\names\
2774 2774 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2775 2775 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2776 2776 # jump to previous
2777 2777 if ps == '-':
2778 2778 try:
2779 2779 ps = self.shell.user_ns['_dh'][-2]
2780 2780 except IndexError:
2781 2781 raise UsageError('%cd -: No previous directory to change to.')
2782 2782 # jump to bookmark if needed
2783 2783 else:
2784 2784 if not os.path.isdir(ps) or opts.has_key('b'):
2785 2785 bkms = self.db.get('bookmarks', {})
2786 2786
2787 2787 if bkms.has_key(ps):
2788 2788 target = bkms[ps]
2789 2789 print '(bookmark:%s) -> %s' % (ps,target)
2790 2790 ps = target
2791 2791 else:
2792 2792 if opts.has_key('b'):
2793 2793 raise UsageError("Bookmark '%s' not found. "
2794 2794 "Use '%%bookmark -l' to see your bookmarks." % ps)
2795 2795
2796 2796 # at this point ps should point to the target dir
2797 2797 if ps:
2798 2798 try:
2799 2799 os.chdir(os.path.expanduser(ps))
2800 2800 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2801 2801 set_term_title('IPython: ' + abbrev_cwd())
2802 2802 except OSError:
2803 2803 print sys.exc_info()[1]
2804 2804 else:
2805 2805 cwd = os.getcwd()
2806 2806 dhist = self.shell.user_ns['_dh']
2807 2807 if oldcwd != cwd:
2808 2808 dhist.append(cwd)
2809 2809 self.db['dhist'] = compress_dhist(dhist)[-100:]
2810 2810
2811 2811 else:
2812 2812 os.chdir(self.shell.home_dir)
2813 2813 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2814 2814 set_term_title('IPython: ' + '~')
2815 2815 cwd = os.getcwd()
2816 2816 dhist = self.shell.user_ns['_dh']
2817 2817
2818 2818 if oldcwd != cwd:
2819 2819 dhist.append(cwd)
2820 2820 self.db['dhist'] = compress_dhist(dhist)[-100:]
2821 2821 if not 'q' in opts and self.shell.user_ns['_dh']:
2822 2822 print self.shell.user_ns['_dh'][-1]
2823 2823
2824 2824
2825 2825 def magic_env(self, parameter_s=''):
2826 2826 """List environment variables."""
2827 2827
2828 2828 return os.environ.data
2829 2829
2830 2830 def magic_pushd(self, parameter_s=''):
2831 2831 """Place the current dir on stack and change directory.
2832 2832
2833 2833 Usage:\\
2834 2834 %pushd ['dirname']
2835 2835 """
2836 2836
2837 2837 dir_s = self.shell.dir_stack
2838 2838 tgt = os.path.expanduser(parameter_s)
2839 2839 cwd = os.getcwd().replace(self.home_dir,'~')
2840 2840 if tgt:
2841 2841 self.magic_cd(parameter_s)
2842 2842 dir_s.insert(0,cwd)
2843 2843 return self.magic_dirs()
2844 2844
2845 2845 def magic_popd(self, parameter_s=''):
2846 2846 """Change to directory popped off the top of the stack.
2847 2847 """
2848 2848 if not self.shell.dir_stack:
2849 2849 raise UsageError("%popd on empty stack")
2850 2850 top = self.shell.dir_stack.pop(0)
2851 2851 self.magic_cd(top)
2852 2852 print "popd ->",top
2853 2853
2854 2854 def magic_dirs(self, parameter_s=''):
2855 2855 """Return the current directory stack."""
2856 2856
2857 2857 return self.shell.dir_stack
2858 2858
2859 2859 def magic_dhist(self, parameter_s=''):
2860 2860 """Print your history of visited directories.
2861 2861
2862 2862 %dhist -> print full history\\
2863 2863 %dhist n -> print last n entries only\\
2864 2864 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2865 2865
2866 2866 This history is automatically maintained by the %cd command, and
2867 2867 always available as the global list variable _dh. You can use %cd -<n>
2868 2868 to go to directory number <n>.
2869 2869
2870 2870 Note that most of time, you should view directory history by entering
2871 2871 cd -<TAB>.
2872 2872
2873 2873 """
2874 2874
2875 2875 dh = self.shell.user_ns['_dh']
2876 2876 if parameter_s:
2877 2877 try:
2878 2878 args = map(int,parameter_s.split())
2879 2879 except:
2880 2880 self.arg_err(Magic.magic_dhist)
2881 2881 return
2882 2882 if len(args) == 1:
2883 2883 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2884 2884 elif len(args) == 2:
2885 2885 ini,fin = args
2886 2886 else:
2887 2887 self.arg_err(Magic.magic_dhist)
2888 2888 return
2889 2889 else:
2890 2890 ini,fin = 0,len(dh)
2891 2891 nlprint(dh,
2892 2892 header = 'Directory history (kept in _dh)',
2893 2893 start=ini,stop=fin)
2894 2894
2895 2895 @testdec.skip_doctest
2896 2896 def magic_sc(self, parameter_s=''):
2897 2897 """Shell capture - execute a shell command and capture its output.
2898 2898
2899 2899 DEPRECATED. Suboptimal, retained for backwards compatibility.
2900 2900
2901 2901 You should use the form 'var = !command' instead. Example:
2902 2902
2903 2903 "%sc -l myfiles = ls ~" should now be written as
2904 2904
2905 2905 "myfiles = !ls ~"
2906 2906
2907 2907 myfiles.s, myfiles.l and myfiles.n still apply as documented
2908 2908 below.
2909 2909
2910 2910 --
2911 2911 %sc [options] varname=command
2912 2912
2913 2913 IPython will run the given command using commands.getoutput(), and
2914 2914 will then update the user's interactive namespace with a variable
2915 2915 called varname, containing the value of the call. Your command can
2916 2916 contain shell wildcards, pipes, etc.
2917 2917
2918 2918 The '=' sign in the syntax is mandatory, and the variable name you
2919 2919 supply must follow Python's standard conventions for valid names.
2920 2920
2921 2921 (A special format without variable name exists for internal use)
2922 2922
2923 2923 Options:
2924 2924
2925 2925 -l: list output. Split the output on newlines into a list before
2926 2926 assigning it to the given variable. By default the output is stored
2927 2927 as a single string.
2928 2928
2929 2929 -v: verbose. Print the contents of the variable.
2930 2930
2931 2931 In most cases you should not need to split as a list, because the
2932 2932 returned value is a special type of string which can automatically
2933 2933 provide its contents either as a list (split on newlines) or as a
2934 2934 space-separated string. These are convenient, respectively, either
2935 2935 for sequential processing or to be passed to a shell command.
2936 2936
2937 2937 For example:
2938 2938
2939 2939 # all-random
2940 2940
2941 2941 # Capture into variable a
2942 2942 In [1]: sc a=ls *py
2943 2943
2944 2944 # a is a string with embedded newlines
2945 2945 In [2]: a
2946 2946 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2947 2947
2948 2948 # which can be seen as a list:
2949 2949 In [3]: a.l
2950 2950 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2951 2951
2952 2952 # or as a whitespace-separated string:
2953 2953 In [4]: a.s
2954 2954 Out[4]: 'setup.py win32_manual_post_install.py'
2955 2955
2956 2956 # a.s is useful to pass as a single command line:
2957 2957 In [5]: !wc -l $a.s
2958 2958 146 setup.py
2959 2959 130 win32_manual_post_install.py
2960 2960 276 total
2961 2961
2962 2962 # while the list form is useful to loop over:
2963 2963 In [6]: for f in a.l:
2964 2964 ...: !wc -l $f
2965 2965 ...:
2966 2966 146 setup.py
2967 2967 130 win32_manual_post_install.py
2968 2968
2969 2969 Similiarly, the lists returned by the -l option are also special, in
2970 2970 the sense that you can equally invoke the .s attribute on them to
2971 2971 automatically get a whitespace-separated string from their contents:
2972 2972
2973 2973 In [7]: sc -l b=ls *py
2974 2974
2975 2975 In [8]: b
2976 2976 Out[8]: ['setup.py', 'win32_manual_post_install.py']
2977 2977
2978 2978 In [9]: b.s
2979 2979 Out[9]: 'setup.py win32_manual_post_install.py'
2980 2980
2981 2981 In summary, both the lists and strings used for ouptut capture have
2982 2982 the following special attributes:
2983 2983
2984 2984 .l (or .list) : value as list.
2985 2985 .n (or .nlstr): value as newline-separated string.
2986 2986 .s (or .spstr): value as space-separated string.
2987 2987 """
2988 2988
2989 2989 opts,args = self.parse_options(parameter_s,'lv')
2990 2990 # Try to get a variable name and command to run
2991 2991 try:
2992 2992 # the variable name must be obtained from the parse_options
2993 2993 # output, which uses shlex.split to strip options out.
2994 2994 var,_ = args.split('=',1)
2995 2995 var = var.strip()
2996 2996 # But the the command has to be extracted from the original input
2997 2997 # parameter_s, not on what parse_options returns, to avoid the
2998 2998 # quote stripping which shlex.split performs on it.
2999 2999 _,cmd = parameter_s.split('=',1)
3000 3000 except ValueError:
3001 3001 var,cmd = '',''
3002 3002 # If all looks ok, proceed
3003 3003 split = 'l' in opts
3004 3004 out = self.shell.getoutput(cmd, split=split)
3005 3005 if opts.has_key('v'):
3006 3006 print '%s ==\n%s' % (var,pformat(out))
3007 3007 if var:
3008 3008 self.shell.user_ns.update({var:out})
3009 3009 else:
3010 3010 return out
3011 3011
3012 3012 def magic_sx(self, parameter_s=''):
3013 3013 """Shell execute - run a shell command and capture its output.
3014 3014
3015 3015 %sx command
3016 3016
3017 3017 IPython will run the given command using commands.getoutput(), and
3018 3018 return the result formatted as a list (split on '\\n'). Since the
3019 3019 output is _returned_, it will be stored in ipython's regular output
3020 3020 cache Out[N] and in the '_N' automatic variables.
3021 3021
3022 3022 Notes:
3023 3023
3024 3024 1) If an input line begins with '!!', then %sx is automatically
3025 3025 invoked. That is, while:
3026 3026 !ls
3027 3027 causes ipython to simply issue system('ls'), typing
3028 3028 !!ls
3029 3029 is a shorthand equivalent to:
3030 3030 %sx ls
3031 3031
3032 3032 2) %sx differs from %sc in that %sx automatically splits into a list,
3033 3033 like '%sc -l'. The reason for this is to make it as easy as possible
3034 3034 to process line-oriented shell output via further python commands.
3035 3035 %sc is meant to provide much finer control, but requires more
3036 3036 typing.
3037 3037
3038 3038 3) Just like %sc -l, this is a list with special attributes:
3039 3039
3040 3040 .l (or .list) : value as list.
3041 3041 .n (or .nlstr): value as newline-separated string.
3042 3042 .s (or .spstr): value as whitespace-separated string.
3043 3043
3044 3044 This is very useful when trying to use such lists as arguments to
3045 3045 system commands."""
3046 3046
3047 3047 if parameter_s:
3048 3048 return self.shell.getoutput(parameter_s)
3049 3049
3050 3050
3051 3051 def magic_bookmark(self, parameter_s=''):
3052 3052 """Manage IPython's bookmark system.
3053 3053
3054 3054 %bookmark <name> - set bookmark to current dir
3055 3055 %bookmark <name> <dir> - set bookmark to <dir>
3056 3056 %bookmark -l - list all bookmarks
3057 3057 %bookmark -d <name> - remove bookmark
3058 3058 %bookmark -r - remove all bookmarks
3059 3059
3060 3060 You can later on access a bookmarked folder with:
3061 3061 %cd -b <name>
3062 3062 or simply '%cd <name>' if there is no directory called <name> AND
3063 3063 there is such a bookmark defined.
3064 3064
3065 3065 Your bookmarks persist through IPython sessions, but they are
3066 3066 associated with each profile."""
3067 3067
3068 3068 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3069 3069 if len(args) > 2:
3070 3070 raise UsageError("%bookmark: too many arguments")
3071 3071
3072 3072 bkms = self.db.get('bookmarks',{})
3073 3073
3074 3074 if opts.has_key('d'):
3075 3075 try:
3076 3076 todel = args[0]
3077 3077 except IndexError:
3078 3078 raise UsageError(
3079 3079 "%bookmark -d: must provide a bookmark to delete")
3080 3080 else:
3081 3081 try:
3082 3082 del bkms[todel]
3083 3083 except KeyError:
3084 3084 raise UsageError(
3085 3085 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3086 3086
3087 3087 elif opts.has_key('r'):
3088 3088 bkms = {}
3089 3089 elif opts.has_key('l'):
3090 3090 bks = bkms.keys()
3091 3091 bks.sort()
3092 3092 if bks:
3093 3093 size = max(map(len,bks))
3094 3094 else:
3095 3095 size = 0
3096 3096 fmt = '%-'+str(size)+'s -> %s'
3097 3097 print 'Current bookmarks:'
3098 3098 for bk in bks:
3099 3099 print fmt % (bk,bkms[bk])
3100 3100 else:
3101 3101 if not args:
3102 3102 raise UsageError("%bookmark: You must specify the bookmark name")
3103 3103 elif len(args)==1:
3104 3104 bkms[args[0]] = os.getcwd()
3105 3105 elif len(args)==2:
3106 3106 bkms[args[0]] = args[1]
3107 3107 self.db['bookmarks'] = bkms
3108 3108
3109 3109 def magic_pycat(self, parameter_s=''):
3110 3110 """Show a syntax-highlighted file through a pager.
3111 3111
3112 3112 This magic is similar to the cat utility, but it will assume the file
3113 3113 to be Python source and will show it with syntax highlighting. """
3114 3114
3115 3115 try:
3116 3116 filename = get_py_filename(parameter_s)
3117 3117 cont = file_read(filename)
3118 3118 except IOError:
3119 3119 try:
3120 3120 cont = eval(parameter_s,self.user_ns)
3121 3121 except NameError:
3122 3122 cont = None
3123 3123 if cont is None:
3124 3124 print "Error: no such file or variable"
3125 3125 return
3126 3126
3127 3127 page.page(self.shell.pycolorize(cont))
3128 3128
3129 3129 def _rerun_pasted(self):
3130 3130 """ Rerun a previously pasted command.
3131 3131 """
3132 3132 b = self.user_ns.get('pasted_block', None)
3133 3133 if b is None:
3134 3134 raise UsageError('No previous pasted block available')
3135 3135 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3136 3136 exec b in self.user_ns
3137 3137
3138 3138 def _get_pasted_lines(self, sentinel):
3139 3139 """ Yield pasted lines until the user enters the given sentinel value.
3140 3140 """
3141 3141 from IPython.core import interactiveshell
3142 3142 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3143 3143 while True:
3144 3144 l = interactiveshell.raw_input_original(':')
3145 3145 if l == sentinel:
3146 3146 return
3147 3147 else:
3148 3148 yield l
3149 3149
3150 3150 def _strip_pasted_lines_for_code(self, raw_lines):
3151 3151 """ Strip non-code parts of a sequence of lines to return a block of
3152 3152 code.
3153 3153 """
3154 3154 # Regular expressions that declare text we strip from the input:
3155 3155 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3156 3156 r'^\s*(\s?>)+', # Python input prompt
3157 3157 r'^\s*\.{3,}', # Continuation prompts
3158 3158 r'^\++',
3159 3159 ]
3160 3160
3161 3161 strip_from_start = map(re.compile,strip_re)
3162 3162
3163 3163 lines = []
3164 3164 for l in raw_lines:
3165 3165 for pat in strip_from_start:
3166 3166 l = pat.sub('',l)
3167 3167 lines.append(l)
3168 3168
3169 3169 block = "\n".join(lines) + '\n'
3170 3170 #print "block:\n",block
3171 3171 return block
3172 3172
3173 3173 def _execute_block(self, block, par):
3174 3174 """ Execute a block, or store it in a variable, per the user's request.
3175 3175 """
3176 3176 if not par:
3177 3177 b = textwrap.dedent(block)
3178 3178 self.user_ns['pasted_block'] = b
3179 3179 exec b in self.user_ns
3180 3180 else:
3181 3181 self.user_ns[par] = SList(block.splitlines())
3182 3182 print "Block assigned to '%s'" % par
3183 3183
3184 3184 def magic_quickref(self,arg):
3185 3185 """ Show a quick reference sheet """
3186 3186 import IPython.core.usage
3187 3187 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3188 3188
3189 3189 page.page(qr)
3190 3190
3191 3191 def magic_doctest_mode(self,parameter_s=''):
3192 3192 """Toggle doctest mode on and off.
3193 3193
3194 3194 This mode is intended to make IPython behave as much as possible like a
3195 3195 plain Python shell, from the perspective of how its prompts, exceptions
3196 3196 and output look. This makes it easy to copy and paste parts of a
3197 3197 session into doctests. It does so by:
3198 3198
3199 3199 - Changing the prompts to the classic ``>>>`` ones.
3200 3200 - Changing the exception reporting mode to 'Plain'.
3201 3201 - Disabling pretty-printing of output.
3202 3202
3203 3203 Note that IPython also supports the pasting of code snippets that have
3204 3204 leading '>>>' and '...' prompts in them. This means that you can paste
3205 3205 doctests from files or docstrings (even if they have leading
3206 3206 whitespace), and the code will execute correctly. You can then use
3207 3207 '%history -t' to see the translated history; this will give you the
3208 3208 input after removal of all the leading prompts and whitespace, which
3209 3209 can be pasted back into an editor.
3210 3210
3211 3211 With these features, you can switch into this mode easily whenever you
3212 3212 need to do testing and changes to doctests, without having to leave
3213 3213 your existing IPython session.
3214 3214 """
3215 3215
3216 3216 from IPython.utils.ipstruct import Struct
3217 3217
3218 3218 # Shorthands
3219 3219 shell = self.shell
3220 3220 oc = shell.displayhook
3221 3221 meta = shell.meta
3222 3222 disp_formatter = self.shell.display_formatter
3223 3223 ptformatter = disp_formatter.formatters['text/plain']
3224 3224 # dstore is a data store kept in the instance metadata bag to track any
3225 3225 # changes we make, so we can undo them later.
3226 3226 dstore = meta.setdefault('doctest_mode',Struct())
3227 3227 save_dstore = dstore.setdefault
3228 3228
3229 3229 # save a few values we'll need to recover later
3230 3230 mode = save_dstore('mode',False)
3231 3231 save_dstore('rc_pprint',ptformatter.pprint)
3232 3232 save_dstore('xmode',shell.InteractiveTB.mode)
3233 3233 save_dstore('rc_separate_out',shell.separate_out)
3234 3234 save_dstore('rc_separate_out2',shell.separate_out2)
3235 3235 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3236 3236 save_dstore('rc_separate_in',shell.separate_in)
3237 3237 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3238 3238
3239 3239 if mode == False:
3240 3240 # turn on
3241 3241 oc.prompt1.p_template = '>>> '
3242 3242 oc.prompt2.p_template = '... '
3243 3243 oc.prompt_out.p_template = ''
3244 3244
3245 3245 # Prompt separators like plain python
3246 3246 oc.input_sep = oc.prompt1.sep = ''
3247 3247 oc.output_sep = ''
3248 3248 oc.output_sep2 = ''
3249 3249
3250 3250 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3251 3251 oc.prompt_out.pad_left = False
3252 3252
3253 3253 ptformatter.pprint = False
3254 3254 disp_formatter.plain_text_only = True
3255 3255
3256 3256 shell.magic_xmode('Plain')
3257 3257 else:
3258 3258 # turn off
3259 3259 oc.prompt1.p_template = shell.prompt_in1
3260 3260 oc.prompt2.p_template = shell.prompt_in2
3261 3261 oc.prompt_out.p_template = shell.prompt_out
3262 3262
3263 3263 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3264 3264
3265 3265 oc.output_sep = dstore.rc_separate_out
3266 3266 oc.output_sep2 = dstore.rc_separate_out2
3267 3267
3268 3268 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3269 3269 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3270 3270
3271 3271 ptformatter.pprint = dstore.rc_pprint
3272 3272 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3273 3273
3274 3274 shell.magic_xmode(dstore.xmode)
3275 3275
3276 3276 # Store new mode and inform
3277 3277 dstore.mode = bool(1-int(mode))
3278 3278 mode_label = ['OFF','ON'][dstore.mode]
3279 3279 print 'Doctest mode is:', mode_label
3280 3280
3281 3281 def magic_gui(self, parameter_s=''):
3282 3282 """Enable or disable IPython GUI event loop integration.
3283 3283
3284 3284 %gui [GUINAME]
3285 3285
3286 3286 This magic replaces IPython's threaded shells that were activated
3287 3287 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3288 3288 can now be enabled, disabled and swtiched at runtime and keyboard
3289 3289 interrupts should work without any problems. The following toolkits
3290 3290 are supported: wxPython, PyQt4, PyGTK, and Tk::
3291 3291
3292 3292 %gui wx # enable wxPython event loop integration
3293 3293 %gui qt4|qt # enable PyQt4 event loop integration
3294 3294 %gui gtk # enable PyGTK event loop integration
3295 3295 %gui tk # enable Tk event loop integration
3296 3296 %gui # disable all event loop integration
3297 3297
3298 3298 WARNING: after any of these has been called you can simply create
3299 3299 an application object, but DO NOT start the event loop yourself, as
3300 3300 we have already handled that.
3301 3301 """
3302 3302 from IPython.lib.inputhook import enable_gui
3303 3303 opts, arg = self.parse_options(parameter_s, '')
3304 3304 if arg=='': arg = None
3305 3305 return enable_gui(arg)
3306 3306
3307 3307 def magic_load_ext(self, module_str):
3308 3308 """Load an IPython extension by its module name."""
3309 3309 return self.extension_manager.load_extension(module_str)
3310 3310
3311 3311 def magic_unload_ext(self, module_str):
3312 3312 """Unload an IPython extension by its module name."""
3313 3313 self.extension_manager.unload_extension(module_str)
3314 3314
3315 3315 def magic_reload_ext(self, module_str):
3316 3316 """Reload an IPython extension by its module name."""
3317 3317 self.extension_manager.reload_extension(module_str)
3318 3318
3319 3319 @testdec.skip_doctest
3320 3320 def magic_install_profiles(self, s):
3321 3321 """Install the default IPython profiles into the .ipython dir.
3322 3322
3323 3323 If the default profiles have already been installed, they will not
3324 3324 be overwritten. You can force overwriting them by using the ``-o``
3325 3325 option::
3326 3326
3327 3327 In [1]: %install_profiles -o
3328 3328 """
3329 3329 if '-o' in s:
3330 3330 overwrite = True
3331 3331 else:
3332 3332 overwrite = False
3333 3333 from IPython.config import profile
3334 3334 profile_dir = os.path.split(profile.__file__)[0]
3335 3335 ipython_dir = self.ipython_dir
3336 3336 files = os.listdir(profile_dir)
3337 3337
3338 3338 to_install = []
3339 3339 for f in files:
3340 3340 if f.startswith('ipython_config'):
3341 3341 src = os.path.join(profile_dir, f)
3342 3342 dst = os.path.join(ipython_dir, f)
3343 3343 if (not os.path.isfile(dst)) or overwrite:
3344 3344 to_install.append((f, src, dst))
3345 3345 if len(to_install)>0:
3346 3346 print "Installing profiles to: ", ipython_dir
3347 3347 for (f, src, dst) in to_install:
3348 3348 shutil.copy(src, dst)
3349 3349 print " %s" % f
3350 3350
3351 3351 def magic_install_default_config(self, s):
3352 3352 """Install IPython's default config file into the .ipython dir.
3353 3353
3354 3354 If the default config file (:file:`ipython_config.py`) is already
3355 3355 installed, it will not be overwritten. You can force overwriting
3356 3356 by using the ``-o`` option::
3357 3357
3358 3358 In [1]: %install_default_config
3359 3359 """
3360 3360 if '-o' in s:
3361 3361 overwrite = True
3362 3362 else:
3363 3363 overwrite = False
3364 3364 from IPython.config import default
3365 3365 config_dir = os.path.split(default.__file__)[0]
3366 3366 ipython_dir = self.ipython_dir
3367 3367 default_config_file_name = 'ipython_config.py'
3368 3368 src = os.path.join(config_dir, default_config_file_name)
3369 3369 dst = os.path.join(ipython_dir, default_config_file_name)
3370 3370 if (not os.path.isfile(dst)) or overwrite:
3371 3371 shutil.copy(src, dst)
3372 3372 print "Installing default config file: %s" % dst
3373 3373
3374 3374 # Pylab support: simple wrappers that activate pylab, load gui input
3375 3375 # handling and modify slightly %run
3376 3376
3377 3377 @testdec.skip_doctest
3378 3378 def _pylab_magic_run(self, parameter_s=''):
3379 3379 Magic.magic_run(self, parameter_s,
3380 3380 runner=mpl_runner(self.shell.safe_execfile))
3381 3381
3382 3382 _pylab_magic_run.__doc__ = magic_run.__doc__
3383 3383
3384 3384 @testdec.skip_doctest
3385 3385 def magic_pylab(self, s):
3386 3386 """Load numpy and matplotlib to work interactively.
3387 3387
3388 3388 %pylab [GUINAME]
3389 3389
3390 3390 This function lets you activate pylab (matplotlib, numpy and
3391 3391 interactive support) at any point during an IPython session.
3392 3392
3393 3393 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3394 3394 pylab and mlab, as well as all names from numpy and pylab.
3395 3395
3396 3396 Parameters
3397 3397 ----------
3398 3398 guiname : optional
3399 3399 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3400 3400 'tk'). If given, the corresponding Matplotlib backend is used,
3401 3401 otherwise matplotlib's default (which you can override in your
3402 3402 matplotlib config file) is used.
3403 3403
3404 3404 Examples
3405 3405 --------
3406 3406 In this case, where the MPL default is TkAgg:
3407 3407 In [2]: %pylab
3408 3408
3409 3409 Welcome to pylab, a matplotlib-based Python environment.
3410 3410 Backend in use: TkAgg
3411 3411 For more information, type 'help(pylab)'.
3412 3412
3413 3413 But you can explicitly request a different backend:
3414 3414 In [3]: %pylab qt
3415 3415
3416 3416 Welcome to pylab, a matplotlib-based Python environment.
3417 3417 Backend in use: Qt4Agg
3418 3418 For more information, type 'help(pylab)'.
3419 3419 """
3420 3420 self.shell.enable_pylab(s)
3421 3421
3422 3422 def magic_tb(self, s):
3423 3423 """Print the last traceback with the currently active exception mode.
3424 3424
3425 3425 See %xmode for changing exception reporting modes."""
3426 3426 self.shell.showtraceback()
3427 3427
3428 3428 @testdec.skip_doctest
3429 3429 def magic_precision(self, s=''):
3430 3430 """Set floating point precision for pretty printing.
3431 3431
3432 3432 Can set either integer precision or a format string.
3433 3433
3434 3434 If numpy has been imported and precision is an int,
3435 3435 numpy display precision will also be set, via ``numpy.set_printoptions``.
3436 3436
3437 3437 If no argument is given, defaults will be restored.
3438 3438
3439 3439 Examples
3440 3440 --------
3441 3441 ::
3442 3442
3443 3443 In [1]: from math import pi
3444 3444
3445 3445 In [2]: %precision 3
3446 3446 Out[2]: '%.3f'
3447 3447
3448 3448 In [3]: pi
3449 3449 Out[3]: 3.142
3450 3450
3451 3451 In [4]: %precision %i
3452 3452 Out[4]: '%i'
3453 3453
3454 3454 In [5]: pi
3455 3455 Out[5]: 3
3456 3456
3457 3457 In [6]: %precision %e
3458 3458 Out[6]: '%e'
3459 3459
3460 3460 In [7]: pi**10
3461 3461 Out[7]: 9.364805e+04
3462 3462
3463 3463 In [8]: %precision
3464 3464 Out[8]: '%r'
3465 3465
3466 3466 In [9]: pi**10
3467 3467 Out[9]: 93648.047476082982
3468 3468
3469 3469 """
3470 3470
3471 3471 ptformatter = self.shell.display_formatter.formatters['text/plain']
3472 3472 ptformatter.float_precision = s
3473 3473 return ptformatter.float_format
3474 3474
3475 3475 # end Magic
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