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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 import types
29 29 from cStringIO import StringIO
30 30 from getopt import getopt,GetoptError
31 31 from pprint import pformat
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 # print_function was added to __future__ in Python2.6, remove this when we drop
45 45 # 2.5 compatibility
46 46 if not hasattr(__future__,'CO_FUTURE_PRINT_FUNCTION'):
47 47 __future__.CO_FUTURE_PRINT_FUNCTION = 65536
48 48
49 49 import IPython
50 50 from IPython.core import debugger, oinspect
51 51 from IPython.core.error import TryNext
52 52 from IPython.core.error import UsageError
53 53 from IPython.core.fakemodule import FakeModule
54 54 from IPython.core.macro import Macro
55 55 from IPython.core.page import page
56 56 from IPython.core.prefilter import ESC_MAGIC
57 57 from IPython.lib.pylabtools import mpl_runner
58 58 from IPython.lib.inputhook import enable_gui
59 59 from IPython.external.Itpl import itpl, printpl
60 60 from IPython.testing import decorators as testdec
61 61 from IPython.utils.io import Term, file_read, nlprint
62 62 from IPython.utils.path import get_py_filename
63 63 from IPython.utils.process import arg_split, abbrev_cwd
64 64 from IPython.utils.terminal import set_term_title
65 65 from IPython.utils.text import LSString, SList, StringTypes
66 66 from IPython.utils.timing import clock, clock2
67 67 from IPython.utils.warn import warn, error
68 68 from IPython.utils.ipstruct import Struct
69 69 import IPython.utils.generics
70 70
71 71 #-----------------------------------------------------------------------------
72 72 # Utility functions
73 73 #-----------------------------------------------------------------------------
74 74
75 75 def on_off(tag):
76 76 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
77 77 return ['OFF','ON'][tag]
78 78
79 79 class Bunch: pass
80 80
81 81 def compress_dhist(dh):
82 82 head, tail = dh[:-10], dh[-10:]
83 83
84 84 newhead = []
85 85 done = set()
86 86 for h in head:
87 87 if h in done:
88 88 continue
89 89 newhead.append(h)
90 90 done.add(h)
91 91
92 92 return newhead + tail
93 93
94 94
95 95 #***************************************************************************
96 96 # Main class implementing Magic functionality
97 97
98 98 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
99 99 # on construction of the main InteractiveShell object. Something odd is going
100 100 # on with super() calls, Component and the MRO... For now leave it as-is, but
101 101 # eventually this needs to be clarified.
102 102 # BG: This is because InteractiveShell inherits from this, but is itself a
103 103 # Component. This messes up the MRO in some way. The fix is that we need to
104 104 # make Magic a component that InteractiveShell does not subclass.
105 105
106 106 class Magic:
107 107 """Magic functions for InteractiveShell.
108 108
109 109 Shell functions which can be reached as %function_name. All magic
110 110 functions should accept a string, which they can parse for their own
111 111 needs. This can make some functions easier to type, eg `%cd ../`
112 112 vs. `%cd("../")`
113 113
114 114 ALL definitions MUST begin with the prefix magic_. The user won't need it
115 115 at the command line, but it is is needed in the definition. """
116 116
117 117 # class globals
118 118 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
119 119 'Automagic is ON, % prefix NOT needed for magic functions.']
120 120
121 121 #......................................................................
122 122 # some utility functions
123 123
124 124 def __init__(self,shell):
125 125
126 126 self.options_table = {}
127 127 if profile is None:
128 128 self.magic_prun = self.profile_missing_notice
129 129 self.shell = shell
130 130
131 131 # namespace for holding state we may need
132 132 self._magic_state = Bunch()
133 133
134 134 def profile_missing_notice(self, *args, **kwargs):
135 135 error("""\
136 136 The profile module could not be found. It has been removed from the standard
137 137 python packages because of its non-free license. To use profiling, install the
138 138 python-profiler package from non-free.""")
139 139
140 140 def default_option(self,fn,optstr):
141 141 """Make an entry in the options_table for fn, with value optstr"""
142 142
143 143 if fn not in self.lsmagic():
144 144 error("%s is not a magic function" % fn)
145 145 self.options_table[fn] = optstr
146 146
147 147 def lsmagic(self):
148 148 """Return a list of currently available magic functions.
149 149
150 150 Gives a list of the bare names after mangling (['ls','cd', ...], not
151 151 ['magic_ls','magic_cd',...]"""
152 152
153 153 # FIXME. This needs a cleanup, in the way the magics list is built.
154 154
155 155 # magics in class definition
156 156 class_magic = lambda fn: fn.startswith('magic_') and \
157 157 callable(Magic.__dict__[fn])
158 158 # in instance namespace (run-time user additions)
159 159 inst_magic = lambda fn: fn.startswith('magic_') and \
160 160 callable(self.__dict__[fn])
161 161 # and bound magics by user (so they can access self):
162 162 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
163 163 callable(self.__class__.__dict__[fn])
164 164 magics = filter(class_magic,Magic.__dict__.keys()) + \
165 165 filter(inst_magic,self.__dict__.keys()) + \
166 166 filter(inst_bound_magic,self.__class__.__dict__.keys())
167 167 out = []
168 168 for fn in set(magics):
169 169 out.append(fn.replace('magic_','',1))
170 170 out.sort()
171 171 return out
172 172
173 173 def extract_input_slices(self,slices,raw=False):
174 174 """Return as a string a set of input history slices.
175 175
176 176 Inputs:
177 177
178 178 - slices: the set of slices is given as a list of strings (like
179 179 ['1','4:8','9'], since this function is for use by magic functions
180 180 which get their arguments as strings.
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
193 193 if raw:
194 194 hist = self.shell.input_hist_raw
195 195 else:
196 196 hist = self.shell.input_hist
197 197
198 198 cmds = []
199 199 for chunk in slices:
200 200 if ':' in chunk:
201 201 ini,fin = map(int,chunk.split(':'))
202 202 elif '-' in chunk:
203 203 ini,fin = map(int,chunk.split('-'))
204 204 fin += 1
205 205 else:
206 206 ini = int(chunk)
207 207 fin = ini+1
208 208 cmds.append(hist[ini:fin])
209 209 return cmds
210 210
211 211 def _ofind(self, oname, namespaces=None):
212 212 """Find an object in the available namespaces.
213 213
214 214 self._ofind(oname) -> dict with keys: found,obj,ospace,ismagic
215 215
216 216 Has special code to detect magic functions.
217 217 """
218 218 oname = oname.strip()
219 219 alias_ns = None
220 220 if namespaces is None:
221 221 # Namespaces to search in:
222 222 # Put them in a list. The order is important so that we
223 223 # find things in the same order that Python finds them.
224 224 namespaces = [ ('Interactive', self.shell.user_ns),
225 225 ('IPython internal', self.shell.internal_ns),
226 226 ('Python builtin', __builtin__.__dict__),
227 227 ('Alias', self.shell.alias_manager.alias_table),
228 228 ]
229 229 alias_ns = self.shell.alias_manager.alias_table
230 230
231 231 # initialize results to 'null'
232 232 found = False; obj = None; ospace = None; ds = None;
233 233 ismagic = False; isalias = False; parent = None
234 234
235 235 # We need to special-case 'print', which as of python2.6 registers as a
236 236 # function but should only be treated as one if print_function was
237 237 # loaded with a future import. In this case, just bail.
238 238 if (oname == 'print' and not (self.shell.compile.compiler.flags &
239 239 __future__.CO_FUTURE_PRINT_FUNCTION)):
240 240 return {'found':found, 'obj':obj, 'namespace':ospace,
241 241 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
242 242
243 243 # Look for the given name by splitting it in parts. If the head is
244 244 # found, then we look for all the remaining parts as members, and only
245 245 # declare success if we can find them all.
246 246 oname_parts = oname.split('.')
247 247 oname_head, oname_rest = oname_parts[0],oname_parts[1:]
248 248 for nsname,ns in namespaces:
249 249 try:
250 250 obj = ns[oname_head]
251 251 except KeyError:
252 252 continue
253 253 else:
254 254 #print 'oname_rest:', oname_rest # dbg
255 255 for part in oname_rest:
256 256 try:
257 257 parent = obj
258 258 obj = getattr(obj,part)
259 259 except:
260 260 # Blanket except b/c some badly implemented objects
261 261 # allow __getattr__ to raise exceptions other than
262 262 # AttributeError, which then crashes IPython.
263 263 break
264 264 else:
265 265 # If we finish the for loop (no break), we got all members
266 266 found = True
267 267 ospace = nsname
268 268 if ns == alias_ns:
269 269 isalias = True
270 270 break # namespace loop
271 271
272 272 # Try to see if it's magic
273 273 if not found:
274 274 if oname.startswith(ESC_MAGIC):
275 275 oname = oname[1:]
276 276 obj = getattr(self,'magic_'+oname,None)
277 277 if obj is not None:
278 278 found = True
279 279 ospace = 'IPython internal'
280 280 ismagic = True
281 281
282 282 # Last try: special-case some literals like '', [], {}, etc:
283 283 if not found and oname_head in ["''",'""','[]','{}','()']:
284 284 obj = eval(oname_head)
285 285 found = True
286 286 ospace = 'Interactive'
287 287
288 288 return {'found':found, 'obj':obj, 'namespace':ospace,
289 289 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
290 290
291 291 def arg_err(self,func):
292 292 """Print docstring if incorrect arguments were passed"""
293 293 print 'Error in arguments:'
294 294 print oinspect.getdoc(func)
295 295
296 296 def format_latex(self,strng):
297 297 """Format a string for latex inclusion."""
298 298
299 299 # Characters that need to be escaped for latex:
300 300 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
301 301 # Magic command names as headers:
302 302 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
303 303 re.MULTILINE)
304 304 # Magic commands
305 305 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
306 306 re.MULTILINE)
307 307 # Paragraph continue
308 308 par_re = re.compile(r'\\$',re.MULTILINE)
309 309
310 310 # The "\n" symbol
311 311 newline_re = re.compile(r'\\n')
312 312
313 313 # Now build the string for output:
314 314 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
315 315 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
316 316 strng)
317 317 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
318 318 strng = par_re.sub(r'\\\\',strng)
319 319 strng = escape_re.sub(r'\\\1',strng)
320 320 strng = newline_re.sub(r'\\textbackslash{}n',strng)
321 321 return strng
322 322
323 323 def format_screen(self,strng):
324 324 """Format a string for screen printing.
325 325
326 326 This removes some latex-type format codes."""
327 327 # Paragraph continue
328 328 par_re = re.compile(r'\\$',re.MULTILINE)
329 329 strng = par_re.sub('',strng)
330 330 return strng
331 331
332 332 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
333 333 """Parse options passed to an argument string.
334 334
335 335 The interface is similar to that of getopt(), but it returns back a
336 336 Struct with the options as keys and the stripped argument string still
337 337 as a string.
338 338
339 339 arg_str is quoted as a true sys.argv vector by using shlex.split.
340 340 This allows us to easily expand variables, glob files, quote
341 341 arguments, etc.
342 342
343 343 Options:
344 344 -mode: default 'string'. If given as 'list', the argument string is
345 345 returned as a list (split on whitespace) instead of a string.
346 346
347 347 -list_all: put all option values in lists. Normally only options
348 348 appearing more than once are put in a list.
349 349
350 350 -posix (True): whether to split the input line in POSIX mode or not,
351 351 as per the conventions outlined in the shlex module from the
352 352 standard library."""
353 353
354 354 # inject default options at the beginning of the input line
355 355 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
356 356 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
357 357
358 358 mode = kw.get('mode','string')
359 359 if mode not in ['string','list']:
360 360 raise ValueError,'incorrect mode given: %s' % mode
361 361 # Get options
362 362 list_all = kw.get('list_all',0)
363 363 posix = kw.get('posix', os.name == 'posix')
364 364
365 365 # Check if we have more than one argument to warrant extra processing:
366 366 odict = {} # Dictionary with options
367 367 args = arg_str.split()
368 368 if len(args) >= 1:
369 369 # If the list of inputs only has 0 or 1 thing in it, there's no
370 370 # need to look for options
371 371 argv = arg_split(arg_str,posix)
372 372 # Do regular option processing
373 373 try:
374 374 opts,args = getopt(argv,opt_str,*long_opts)
375 375 except GetoptError,e:
376 376 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
377 377 " ".join(long_opts)))
378 378 for o,a in opts:
379 379 if o.startswith('--'):
380 380 o = o[2:]
381 381 else:
382 382 o = o[1:]
383 383 try:
384 384 odict[o].append(a)
385 385 except AttributeError:
386 386 odict[o] = [odict[o],a]
387 387 except KeyError:
388 388 if list_all:
389 389 odict[o] = [a]
390 390 else:
391 391 odict[o] = a
392 392
393 393 # Prepare opts,args for return
394 394 opts = Struct(odict)
395 395 if mode == 'string':
396 396 args = ' '.join(args)
397 397
398 398 return opts,args
399 399
400 400 #......................................................................
401 401 # And now the actual magic functions
402 402
403 403 # Functions for IPython shell work (vars,funcs, config, etc)
404 404 def magic_lsmagic(self, parameter_s = ''):
405 405 """List currently available magic functions."""
406 406 mesc = ESC_MAGIC
407 407 print 'Available magic functions:\n'+mesc+\
408 408 (' '+mesc).join(self.lsmagic())
409 409 print '\n' + Magic.auto_status[self.shell.automagic]
410 410 return None
411 411
412 412 def magic_magic(self, parameter_s = ''):
413 413 """Print information about the magic function system.
414 414
415 415 Supported formats: -latex, -brief, -rest
416 416 """
417 417
418 418 mode = ''
419 419 try:
420 420 if parameter_s.split()[0] == '-latex':
421 421 mode = 'latex'
422 422 if parameter_s.split()[0] == '-brief':
423 423 mode = 'brief'
424 424 if parameter_s.split()[0] == '-rest':
425 425 mode = 'rest'
426 426 rest_docs = []
427 427 except:
428 428 pass
429 429
430 430 magic_docs = []
431 431 for fname in self.lsmagic():
432 432 mname = 'magic_' + fname
433 433 for space in (Magic,self,self.__class__):
434 434 try:
435 435 fn = space.__dict__[mname]
436 436 except KeyError:
437 437 pass
438 438 else:
439 439 break
440 440 if mode == 'brief':
441 441 # only first line
442 442 if fn.__doc__:
443 443 fndoc = fn.__doc__.split('\n',1)[0]
444 444 else:
445 445 fndoc = 'No documentation'
446 446 else:
447 447 if fn.__doc__:
448 448 fndoc = fn.__doc__.rstrip()
449 449 else:
450 450 fndoc = 'No documentation'
451 451
452 452
453 453 if mode == 'rest':
454 454 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
455 455 fname,fndoc))
456 456
457 457 else:
458 458 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
459 459 fname,fndoc))
460 460
461 461 magic_docs = ''.join(magic_docs)
462 462
463 463 if mode == 'rest':
464 464 return "".join(rest_docs)
465 465
466 466 if mode == 'latex':
467 467 print self.format_latex(magic_docs)
468 468 return
469 469 else:
470 470 magic_docs = self.format_screen(magic_docs)
471 471 if mode == 'brief':
472 472 return magic_docs
473 473
474 474 outmsg = """
475 475 IPython's 'magic' functions
476 476 ===========================
477 477
478 478 The magic function system provides a series of functions which allow you to
479 479 control the behavior of IPython itself, plus a lot of system-type
480 480 features. All these functions are prefixed with a % character, but parameters
481 481 are given without parentheses or quotes.
482 482
483 483 NOTE: If you have 'automagic' enabled (via the command line option or with the
484 484 %automagic function), you don't need to type in the % explicitly. By default,
485 485 IPython ships with automagic on, so you should only rarely need the % escape.
486 486
487 487 Example: typing '%cd mydir' (without the quotes) changes you working directory
488 488 to 'mydir', if it exists.
489 489
490 490 You can define your own magic functions to extend the system. See the supplied
491 491 ipythonrc and example-magic.py files for details (in your ipython
492 492 configuration directory, typically $HOME/.ipython/).
493 493
494 494 You can also define your own aliased names for magic functions. In your
495 495 ipythonrc file, placing a line like:
496 496
497 497 execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile
498 498
499 499 will define %pf as a new name for %profile.
500 500
501 501 You can also call magics in code using the magic() function, which IPython
502 502 automatically adds to the builtin namespace. Type 'magic?' for details.
503 503
504 504 For a list of the available magic functions, use %lsmagic. For a description
505 505 of any of them, type %magic_name?, e.g. '%cd?'.
506 506
507 507 Currently the magic system has the following functions:\n"""
508 508
509 509 mesc = ESC_MAGIC
510 510 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
511 511 "\n\n%s%s\n\n%s" % (outmsg,
512 512 magic_docs,mesc,mesc,
513 513 (' '+mesc).join(self.lsmagic()),
514 514 Magic.auto_status[self.shell.automagic] ) )
515 515
516 516 page(outmsg,screen_lines=self.shell.usable_screen_length)
517 517
518 518
519 519 def magic_autoindent(self, parameter_s = ''):
520 520 """Toggle autoindent on/off (if available)."""
521 521
522 522 self.shell.set_autoindent()
523 523 print "Automatic indentation is:",['OFF','ON'][self.shell.autoindent]
524 524
525 525
526 526 def magic_automagic(self, parameter_s = ''):
527 527 """Make magic functions callable without having to type the initial %.
528 528
529 529 Without argumentsl toggles on/off (when off, you must call it as
530 530 %automagic, of course). With arguments it sets the value, and you can
531 531 use any of (case insensitive):
532 532
533 533 - on,1,True: to activate
534 534
535 535 - off,0,False: to deactivate.
536 536
537 537 Note that magic functions have lowest priority, so if there's a
538 538 variable whose name collides with that of a magic fn, automagic won't
539 539 work for that function (you get the variable instead). However, if you
540 540 delete the variable (del var), the previously shadowed magic function
541 541 becomes visible to automagic again."""
542 542
543 543 arg = parameter_s.lower()
544 544 if parameter_s in ('on','1','true'):
545 545 self.shell.automagic = True
546 546 elif parameter_s in ('off','0','false'):
547 547 self.shell.automagic = False
548 548 else:
549 549 self.shell.automagic = not self.shell.automagic
550 550 print '\n' + Magic.auto_status[self.shell.automagic]
551 551
552 552 @testdec.skip_doctest
553 553 def magic_autocall(self, parameter_s = ''):
554 554 """Make functions callable without having to type parentheses.
555 555
556 556 Usage:
557 557
558 558 %autocall [mode]
559 559
560 560 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
561 561 value is toggled on and off (remembering the previous state).
562 562
563 563 In more detail, these values mean:
564 564
565 565 0 -> fully disabled
566 566
567 567 1 -> active, but do not apply if there are no arguments on the line.
568 568
569 569 In this mode, you get:
570 570
571 571 In [1]: callable
572 572 Out[1]: <built-in function callable>
573 573
574 574 In [2]: callable 'hello'
575 575 ------> callable('hello')
576 576 Out[2]: False
577 577
578 578 2 -> Active always. Even if no arguments are present, the callable
579 579 object is called:
580 580
581 581 In [2]: float
582 582 ------> float()
583 583 Out[2]: 0.0
584 584
585 585 Note that even with autocall off, you can still use '/' at the start of
586 586 a line to treat the first argument on the command line as a function
587 587 and add parentheses to it:
588 588
589 589 In [8]: /str 43
590 590 ------> str(43)
591 591 Out[8]: '43'
592 592
593 593 # all-random (note for auto-testing)
594 594 """
595 595
596 596 if parameter_s:
597 597 arg = int(parameter_s)
598 598 else:
599 599 arg = 'toggle'
600 600
601 601 if not arg in (0,1,2,'toggle'):
602 602 error('Valid modes: (0->Off, 1->Smart, 2->Full')
603 603 return
604 604
605 605 if arg in (0,1,2):
606 606 self.shell.autocall = arg
607 607 else: # toggle
608 608 if self.shell.autocall:
609 609 self._magic_state.autocall_save = self.shell.autocall
610 610 self.shell.autocall = 0
611 611 else:
612 612 try:
613 613 self.shell.autocall = self._magic_state.autocall_save
614 614 except AttributeError:
615 615 self.shell.autocall = self._magic_state.autocall_save = 1
616 616
617 617 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
618 618
619 619 def magic_system_verbose(self, parameter_s = ''):
620 620 """Set verbose printing of system calls.
621 621
622 622 If called without an argument, act as a toggle"""
623 623
624 624 if parameter_s:
625 625 val = bool(eval(parameter_s))
626 626 else:
627 627 val = None
628 628
629 629 if self.shell.system_verbose:
630 630 self.shell.system_verbose = False
631 631 else:
632 632 self.shell.system_verbose = True
633 633 print "System verbose printing is:",\
634 634 ['OFF','ON'][self.shell.system_verbose]
635 635
636 636
637 637 def magic_page(self, parameter_s=''):
638 638 """Pretty print the object and display it through a pager.
639 639
640 640 %page [options] OBJECT
641 641
642 642 If no object is given, use _ (last output).
643 643
644 644 Options:
645 645
646 646 -r: page str(object), don't pretty-print it."""
647 647
648 648 # After a function contributed by Olivier Aubert, slightly modified.
649 649
650 650 # Process options/args
651 651 opts,args = self.parse_options(parameter_s,'r')
652 652 raw = 'r' in opts
653 653
654 654 oname = args and args or '_'
655 655 info = self._ofind(oname)
656 656 if info['found']:
657 657 txt = (raw and str or pformat)( info['obj'] )
658 658 page(txt)
659 659 else:
660 660 print 'Object `%s` not found' % oname
661 661
662 662 def magic_profile(self, parameter_s=''):
663 663 """Print your currently active IPyhton profile."""
664 664 if self.shell.profile:
665 665 printpl('Current IPython profile: $self.shell.profile.')
666 666 else:
667 667 print 'No profile active.'
668 668
669 669 def magic_pinfo(self, parameter_s='', namespaces=None):
670 670 """Provide detailed information about an object.
671 671
672 672 '%pinfo object' is just a synonym for object? or ?object."""
673 673
674 674 #print 'pinfo par: <%s>' % parameter_s # dbg
675 675
676 676
677 677 # detail_level: 0 -> obj? , 1 -> obj??
678 678 detail_level = 0
679 679 # We need to detect if we got called as 'pinfo pinfo foo', which can
680 680 # happen if the user types 'pinfo foo?' at the cmd line.
681 681 pinfo,qmark1,oname,qmark2 = \
682 682 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
683 683 if pinfo or qmark1 or qmark2:
684 684 detail_level = 1
685 685 if "*" in oname:
686 686 self.magic_psearch(oname)
687 687 else:
688 688 self._inspect('pinfo', oname, detail_level=detail_level,
689 689 namespaces=namespaces)
690 690
691 691 def magic_pdef(self, parameter_s='', namespaces=None):
692 692 """Print the definition header for any callable object.
693 693
694 694 If the object is a class, print the constructor information."""
695 695 self._inspect('pdef',parameter_s, namespaces)
696 696
697 697 def magic_pdoc(self, parameter_s='', namespaces=None):
698 698 """Print the docstring for an object.
699 699
700 700 If the given object is a class, it will print both the class and the
701 701 constructor docstrings."""
702 702 self._inspect('pdoc',parameter_s, namespaces)
703 703
704 704 def magic_psource(self, parameter_s='', namespaces=None):
705 705 """Print (or run through pager) the source code for an object."""
706 706 self._inspect('psource',parameter_s, namespaces)
707 707
708 708 def magic_pfile(self, parameter_s=''):
709 709 """Print (or run through pager) the file where an object is defined.
710 710
711 711 The file opens at the line where the object definition begins. IPython
712 712 will honor the environment variable PAGER if set, and otherwise will
713 713 do its best to print the file in a convenient form.
714 714
715 715 If the given argument is not an object currently defined, IPython will
716 716 try to interpret it as a filename (automatically adding a .py extension
717 717 if needed). You can thus use %pfile as a syntax highlighting code
718 718 viewer."""
719 719
720 720 # first interpret argument as an object name
721 721 out = self._inspect('pfile',parameter_s)
722 722 # if not, try the input as a filename
723 723 if out == 'not found':
724 724 try:
725 725 filename = get_py_filename(parameter_s)
726 726 except IOError,msg:
727 727 print msg
728 728 return
729 729 page(self.shell.inspector.format(file(filename).read()))
730 730
731 731 def _inspect(self,meth,oname,namespaces=None,**kw):
732 732 """Generic interface to the inspector system.
733 733
734 734 This function is meant to be called by pdef, pdoc & friends."""
735 735
736 736 #oname = oname.strip()
737 737 #print '1- oname: <%r>' % oname # dbg
738 738 try:
739 739 oname = oname.strip().encode('ascii')
740 740 #print '2- oname: <%r>' % oname # dbg
741 741 except UnicodeEncodeError:
742 742 print 'Python identifiers can only contain ascii characters.'
743 743 return 'not found'
744 744
745 745 info = Struct(self._ofind(oname, namespaces))
746 746
747 747 if info.found:
748 748 try:
749 749 IPython.utils.generics.inspect_object(info.obj)
750 750 return
751 751 except TryNext:
752 752 pass
753 753 # Get the docstring of the class property if it exists.
754 754 path = oname.split('.')
755 755 root = '.'.join(path[:-1])
756 756 if info.parent is not None:
757 757 try:
758 758 target = getattr(info.parent, '__class__')
759 759 # The object belongs to a class instance.
760 760 try:
761 761 target = getattr(target, path[-1])
762 762 # The class defines the object.
763 763 if isinstance(target, property):
764 764 oname = root + '.__class__.' + path[-1]
765 765 info = Struct(self._ofind(oname))
766 766 except AttributeError: pass
767 767 except AttributeError: pass
768 768
769 769 pmethod = getattr(self.shell.inspector,meth)
770 770 formatter = info.ismagic and self.format_screen or None
771 771 if meth == 'pdoc':
772 772 pmethod(info.obj,oname,formatter)
773 773 elif meth == 'pinfo':
774 774 pmethod(info.obj,oname,formatter,info,**kw)
775 775 else:
776 776 pmethod(info.obj,oname)
777 777 else:
778 778 print 'Object `%s` not found.' % oname
779 779 return 'not found' # so callers can take other action
780 780
781 781 def magic_psearch(self, parameter_s=''):
782 782 """Search for object in namespaces by wildcard.
783 783
784 784 %psearch [options] PATTERN [OBJECT TYPE]
785 785
786 786 Note: ? can be used as a synonym for %psearch, at the beginning or at
787 787 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
788 788 rest of the command line must be unchanged (options come first), so
789 789 for example the following forms are equivalent
790 790
791 791 %psearch -i a* function
792 792 -i a* function?
793 793 ?-i a* function
794 794
795 795 Arguments:
796 796
797 797 PATTERN
798 798
799 799 where PATTERN is a string containing * as a wildcard similar to its
800 800 use in a shell. The pattern is matched in all namespaces on the
801 801 search path. By default objects starting with a single _ are not
802 802 matched, many IPython generated objects have a single
803 803 underscore. The default is case insensitive matching. Matching is
804 804 also done on the attributes of objects and not only on the objects
805 805 in a module.
806 806
807 807 [OBJECT TYPE]
808 808
809 809 Is the name of a python type from the types module. The name is
810 810 given in lowercase without the ending type, ex. StringType is
811 811 written string. By adding a type here only objects matching the
812 812 given type are matched. Using all here makes the pattern match all
813 813 types (this is the default).
814 814
815 815 Options:
816 816
817 817 -a: makes the pattern match even objects whose names start with a
818 818 single underscore. These names are normally ommitted from the
819 819 search.
820 820
821 821 -i/-c: make the pattern case insensitive/sensitive. If neither of
822 822 these options is given, the default is read from your ipythonrc
823 823 file. The option name which sets this value is
824 824 'wildcards_case_sensitive'. If this option is not specified in your
825 825 ipythonrc file, IPython's internal default is to do a case sensitive
826 826 search.
827 827
828 828 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
829 829 specifiy can be searched in any of the following namespaces:
830 830 'builtin', 'user', 'user_global','internal', 'alias', where
831 831 'builtin' and 'user' are the search defaults. Note that you should
832 832 not use quotes when specifying namespaces.
833 833
834 834 'Builtin' contains the python module builtin, 'user' contains all
835 835 user data, 'alias' only contain the shell aliases and no python
836 836 objects, 'internal' contains objects used by IPython. The
837 837 'user_global' namespace is only used by embedded IPython instances,
838 838 and it contains module-level globals. You can add namespaces to the
839 839 search with -s or exclude them with -e (these options can be given
840 840 more than once).
841 841
842 842 Examples:
843 843
844 844 %psearch a* -> objects beginning with an a
845 845 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
846 846 %psearch a* function -> all functions beginning with an a
847 847 %psearch re.e* -> objects beginning with an e in module re
848 848 %psearch r*.e* -> objects that start with e in modules starting in r
849 849 %psearch r*.* string -> all strings in modules beginning with r
850 850
851 851 Case sensitve search:
852 852
853 853 %psearch -c a* list all object beginning with lower case a
854 854
855 855 Show objects beginning with a single _:
856 856
857 857 %psearch -a _* list objects beginning with a single underscore"""
858 858 try:
859 859 parameter_s = parameter_s.encode('ascii')
860 860 except UnicodeEncodeError:
861 861 print 'Python identifiers can only contain ascii characters.'
862 862 return
863 863
864 864 # default namespaces to be searched
865 865 def_search = ['user','builtin']
866 866
867 867 # Process options/args
868 868 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
869 869 opt = opts.get
870 870 shell = self.shell
871 871 psearch = shell.inspector.psearch
872 872
873 873 # select case options
874 874 if opts.has_key('i'):
875 875 ignore_case = True
876 876 elif opts.has_key('c'):
877 877 ignore_case = False
878 878 else:
879 879 ignore_case = not shell.wildcards_case_sensitive
880 880
881 881 # Build list of namespaces to search from user options
882 882 def_search.extend(opt('s',[]))
883 883 ns_exclude = ns_exclude=opt('e',[])
884 884 ns_search = [nm for nm in def_search if nm not in ns_exclude]
885 885
886 886 # Call the actual search
887 887 try:
888 888 psearch(args,shell.ns_table,ns_search,
889 889 show_all=opt('a'),ignore_case=ignore_case)
890 890 except:
891 891 shell.showtraceback()
892 892
893 893 def magic_who_ls(self, parameter_s=''):
894 894 """Return a sorted list of all interactive variables.
895 895
896 896 If arguments are given, only variables of types matching these
897 897 arguments are returned."""
898 898
899 899 user_ns = self.shell.user_ns
900 900 internal_ns = self.shell.internal_ns
901 901 user_ns_hidden = self.shell.user_ns_hidden
902 902 out = [ i for i in user_ns
903 903 if not i.startswith('_') \
904 904 and not (i in internal_ns or i in user_ns_hidden) ]
905 905
906 906 typelist = parameter_s.split()
907 907 if typelist:
908 908 typeset = set(typelist)
909 909 out = [i for i in out if type(i).__name__ in typeset]
910 910
911 911 out.sort()
912 912 return out
913 913
914 914 def magic_who(self, parameter_s=''):
915 915 """Print all interactive variables, with some minimal formatting.
916 916
917 917 If any arguments are given, only variables whose type matches one of
918 918 these are printed. For example:
919 919
920 920 %who function str
921 921
922 922 will only list functions and strings, excluding all other types of
923 923 variables. To find the proper type names, simply use type(var) at a
924 924 command line to see how python prints type names. For example:
925 925
926 926 In [1]: type('hello')\\
927 927 Out[1]: <type 'str'>
928 928
929 929 indicates that the type name for strings is 'str'.
930 930
931 931 %who always excludes executed names loaded through your configuration
932 932 file and things which are internal to IPython.
933 933
934 934 This is deliberate, as typically you may load many modules and the
935 935 purpose of %who is to show you only what you've manually defined."""
936 936
937 937 varlist = self.magic_who_ls(parameter_s)
938 938 if not varlist:
939 939 if parameter_s:
940 940 print 'No variables match your requested type.'
941 941 else:
942 942 print 'Interactive namespace is empty.'
943 943 return
944 944
945 945 # if we have variables, move on...
946 946 count = 0
947 947 for i in varlist:
948 948 print i+'\t',
949 949 count += 1
950 950 if count > 8:
951 951 count = 0
952 952 print
953 953 print
954 954
955 955 def magic_whos(self, parameter_s=''):
956 956 """Like %who, but gives some extra information about each variable.
957 957
958 958 The same type filtering of %who can be applied here.
959 959
960 960 For all variables, the type is printed. Additionally it prints:
961 961
962 962 - For {},[],(): their length.
963 963
964 964 - For numpy and Numeric arrays, a summary with shape, number of
965 965 elements, typecode and size in memory.
966 966
967 967 - Everything else: a string representation, snipping their middle if
968 968 too long."""
969 969
970 970 varnames = self.magic_who_ls(parameter_s)
971 971 if not varnames:
972 972 if parameter_s:
973 973 print 'No variables match your requested type.'
974 974 else:
975 975 print 'Interactive namespace is empty.'
976 976 return
977 977
978 978 # if we have variables, move on...
979 979
980 980 # for these types, show len() instead of data:
981 981 seq_types = [types.DictType,types.ListType,types.TupleType]
982 982
983 983 # for numpy/Numeric arrays, display summary info
984 984 try:
985 985 import numpy
986 986 except ImportError:
987 987 ndarray_type = None
988 988 else:
989 989 ndarray_type = numpy.ndarray.__name__
990 990 try:
991 991 import Numeric
992 992 except ImportError:
993 993 array_type = None
994 994 else:
995 995 array_type = Numeric.ArrayType.__name__
996 996
997 997 # Find all variable names and types so we can figure out column sizes
998 998 def get_vars(i):
999 999 return self.shell.user_ns[i]
1000 1000
1001 1001 # some types are well known and can be shorter
1002 1002 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
1003 1003 def type_name(v):
1004 1004 tn = type(v).__name__
1005 1005 return abbrevs.get(tn,tn)
1006 1006
1007 1007 varlist = map(get_vars,varnames)
1008 1008
1009 1009 typelist = []
1010 1010 for vv in varlist:
1011 1011 tt = type_name(vv)
1012 1012
1013 1013 if tt=='instance':
1014 1014 typelist.append( abbrevs.get(str(vv.__class__),
1015 1015 str(vv.__class__)))
1016 1016 else:
1017 1017 typelist.append(tt)
1018 1018
1019 1019 # column labels and # of spaces as separator
1020 1020 varlabel = 'Variable'
1021 1021 typelabel = 'Type'
1022 1022 datalabel = 'Data/Info'
1023 1023 colsep = 3
1024 1024 # variable format strings
1025 1025 vformat = "$vname.ljust(varwidth)$vtype.ljust(typewidth)"
1026 1026 vfmt_short = '$vstr[:25]<...>$vstr[-25:]'
1027 1027 aformat = "%s: %s elems, type `%s`, %s bytes"
1028 1028 # find the size of the columns to format the output nicely
1029 1029 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
1030 1030 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
1031 1031 # table header
1032 1032 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
1033 1033 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
1034 1034 # and the table itself
1035 1035 kb = 1024
1036 1036 Mb = 1048576 # kb**2
1037 1037 for vname,var,vtype in zip(varnames,varlist,typelist):
1038 1038 print itpl(vformat),
1039 1039 if vtype in seq_types:
1040 1040 print len(var)
1041 1041 elif vtype in [array_type,ndarray_type]:
1042 1042 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
1043 1043 if vtype==ndarray_type:
1044 1044 # numpy
1045 1045 vsize = var.size
1046 1046 vbytes = vsize*var.itemsize
1047 1047 vdtype = var.dtype
1048 1048 else:
1049 1049 # Numeric
1050 1050 vsize = Numeric.size(var)
1051 1051 vbytes = vsize*var.itemsize()
1052 1052 vdtype = var.typecode()
1053 1053
1054 1054 if vbytes < 100000:
1055 1055 print aformat % (vshape,vsize,vdtype,vbytes)
1056 1056 else:
1057 1057 print aformat % (vshape,vsize,vdtype,vbytes),
1058 1058 if vbytes < Mb:
1059 1059 print '(%s kb)' % (vbytes/kb,)
1060 1060 else:
1061 1061 print '(%s Mb)' % (vbytes/Mb,)
1062 1062 else:
1063 1063 try:
1064 1064 vstr = str(var)
1065 1065 except UnicodeEncodeError:
1066 1066 vstr = unicode(var).encode(sys.getdefaultencoding(),
1067 1067 'backslashreplace')
1068 1068 vstr = vstr.replace('\n','\\n')
1069 1069 if len(vstr) < 50:
1070 1070 print vstr
1071 1071 else:
1072 1072 printpl(vfmt_short)
1073 1073
1074 1074 def magic_reset(self, parameter_s=''):
1075 1075 """Resets the namespace by removing all names defined by the user.
1076 1076
1077 1077 Input/Output history are left around in case you need them.
1078 1078
1079 1079 Parameters
1080 1080 ----------
1081 1081 -y : force reset without asking for confirmation.
1082 1082
1083 1083 Examples
1084 1084 --------
1085 1085 In [6]: a = 1
1086 1086
1087 1087 In [7]: a
1088 1088 Out[7]: 1
1089 1089
1090 1090 In [8]: 'a' in _ip.user_ns
1091 1091 Out[8]: True
1092 1092
1093 1093 In [9]: %reset -f
1094 1094
1095 1095 In [10]: 'a' in _ip.user_ns
1096 1096 Out[10]: False
1097 1097 """
1098 1098
1099 1099 if parameter_s == '-f':
1100 1100 ans = True
1101 1101 else:
1102 1102 ans = self.shell.ask_yes_no(
1103 1103 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1104 1104 if not ans:
1105 1105 print 'Nothing done.'
1106 1106 return
1107 1107 user_ns = self.shell.user_ns
1108 1108 for i in self.magic_who_ls():
1109 1109 del(user_ns[i])
1110 1110
1111 1111 # Also flush the private list of module references kept for script
1112 1112 # execution protection
1113 1113 self.shell.clear_main_mod_cache()
1114 1114
1115 1115 def magic_logstart(self,parameter_s=''):
1116 1116 """Start logging anywhere in a session.
1117 1117
1118 1118 %logstart [-o|-r|-t] [log_name [log_mode]]
1119 1119
1120 1120 If no name is given, it defaults to a file named 'ipython_log.py' in your
1121 1121 current directory, in 'rotate' mode (see below).
1122 1122
1123 1123 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1124 1124 history up to that point and then continues logging.
1125 1125
1126 1126 %logstart takes a second optional parameter: logging mode. This can be one
1127 1127 of (note that the modes are given unquoted):\\
1128 1128 append: well, that says it.\\
1129 1129 backup: rename (if exists) to name~ and start name.\\
1130 1130 global: single logfile in your home dir, appended to.\\
1131 1131 over : overwrite existing log.\\
1132 1132 rotate: create rotating logs name.1~, name.2~, etc.
1133 1133
1134 1134 Options:
1135 1135
1136 1136 -o: log also IPython's output. In this mode, all commands which
1137 1137 generate an Out[NN] prompt are recorded to the logfile, right after
1138 1138 their corresponding input line. The output lines are always
1139 1139 prepended with a '#[Out]# ' marker, so that the log remains valid
1140 1140 Python code.
1141 1141
1142 1142 Since this marker is always the same, filtering only the output from
1143 1143 a log is very easy, using for example a simple awk call:
1144 1144
1145 1145 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1146 1146
1147 1147 -r: log 'raw' input. Normally, IPython's logs contain the processed
1148 1148 input, so that user lines are logged in their final form, converted
1149 1149 into valid Python. For example, %Exit is logged as
1150 1150 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1151 1151 exactly as typed, with no transformations applied.
1152 1152
1153 1153 -t: put timestamps before each input line logged (these are put in
1154 1154 comments)."""
1155 1155
1156 1156 opts,par = self.parse_options(parameter_s,'ort')
1157 1157 log_output = 'o' in opts
1158 1158 log_raw_input = 'r' in opts
1159 1159 timestamp = 't' in opts
1160 1160
1161 1161 logger = self.shell.logger
1162 1162
1163 1163 # if no args are given, the defaults set in the logger constructor by
1164 1164 # ipytohn remain valid
1165 1165 if par:
1166 1166 try:
1167 1167 logfname,logmode = par.split()
1168 1168 except:
1169 1169 logfname = par
1170 1170 logmode = 'backup'
1171 1171 else:
1172 1172 logfname = logger.logfname
1173 1173 logmode = logger.logmode
1174 1174 # put logfname into rc struct as if it had been called on the command
1175 1175 # line, so it ends up saved in the log header Save it in case we need
1176 1176 # to restore it...
1177 1177 old_logfile = self.shell.logfile
1178 1178 if logfname:
1179 1179 logfname = os.path.expanduser(logfname)
1180 1180 self.shell.logfile = logfname
1181 1181
1182 1182 loghead = '# IPython log file\n\n'
1183 1183 try:
1184 1184 started = logger.logstart(logfname,loghead,logmode,
1185 1185 log_output,timestamp,log_raw_input)
1186 1186 except:
1187 1187 self.shell.logfile = old_logfile
1188 1188 warn("Couldn't start log: %s" % sys.exc_info()[1])
1189 1189 else:
1190 1190 # log input history up to this point, optionally interleaving
1191 1191 # output if requested
1192 1192
1193 1193 if timestamp:
1194 1194 # disable timestamping for the previous history, since we've
1195 1195 # lost those already (no time machine here).
1196 1196 logger.timestamp = False
1197 1197
1198 1198 if log_raw_input:
1199 1199 input_hist = self.shell.input_hist_raw
1200 1200 else:
1201 1201 input_hist = self.shell.input_hist
1202 1202
1203 1203 if log_output:
1204 1204 log_write = logger.log_write
1205 1205 output_hist = self.shell.output_hist
1206 1206 for n in range(1,len(input_hist)-1):
1207 1207 log_write(input_hist[n].rstrip())
1208 1208 if n in output_hist:
1209 1209 log_write(repr(output_hist[n]),'output')
1210 1210 else:
1211 1211 logger.log_write(input_hist[1:])
1212 1212 if timestamp:
1213 1213 # re-enable timestamping
1214 1214 logger.timestamp = True
1215 1215
1216 1216 print ('Activating auto-logging. '
1217 1217 'Current session state plus future input saved.')
1218 1218 logger.logstate()
1219 1219
1220 1220 def magic_logstop(self,parameter_s=''):
1221 1221 """Fully stop logging and close log file.
1222 1222
1223 1223 In order to start logging again, a new %logstart call needs to be made,
1224 1224 possibly (though not necessarily) with a new filename, mode and other
1225 1225 options."""
1226 1226 self.logger.logstop()
1227 1227
1228 1228 def magic_logoff(self,parameter_s=''):
1229 1229 """Temporarily stop logging.
1230 1230
1231 1231 You must have previously started logging."""
1232 1232 self.shell.logger.switch_log(0)
1233 1233
1234 1234 def magic_logon(self,parameter_s=''):
1235 1235 """Restart logging.
1236 1236
1237 1237 This function is for restarting logging which you've temporarily
1238 1238 stopped with %logoff. For starting logging for the first time, you
1239 1239 must use the %logstart function, which allows you to specify an
1240 1240 optional log filename."""
1241 1241
1242 1242 self.shell.logger.switch_log(1)
1243 1243
1244 1244 def magic_logstate(self,parameter_s=''):
1245 1245 """Print the status of the logging system."""
1246 1246
1247 1247 self.shell.logger.logstate()
1248 1248
1249 1249 def magic_pdb(self, parameter_s=''):
1250 1250 """Control the automatic calling of the pdb interactive debugger.
1251 1251
1252 1252 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1253 1253 argument it works as a toggle.
1254 1254
1255 1255 When an exception is triggered, IPython can optionally call the
1256 1256 interactive pdb debugger after the traceback printout. %pdb toggles
1257 1257 this feature on and off.
1258 1258
1259 1259 The initial state of this feature is set in your ipythonrc
1260 1260 configuration file (the variable is called 'pdb').
1261 1261
1262 1262 If you want to just activate the debugger AFTER an exception has fired,
1263 1263 without having to type '%pdb on' and rerunning your code, you can use
1264 1264 the %debug magic."""
1265 1265
1266 1266 par = parameter_s.strip().lower()
1267 1267
1268 1268 if par:
1269 1269 try:
1270 1270 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1271 1271 except KeyError:
1272 1272 print ('Incorrect argument. Use on/1, off/0, '
1273 1273 'or nothing for a toggle.')
1274 1274 return
1275 1275 else:
1276 1276 # toggle
1277 1277 new_pdb = not self.shell.call_pdb
1278 1278
1279 1279 # set on the shell
1280 1280 self.shell.call_pdb = new_pdb
1281 1281 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1282 1282
1283 1283 def magic_debug(self, parameter_s=''):
1284 1284 """Activate the interactive debugger in post-mortem mode.
1285 1285
1286 1286 If an exception has just occurred, this lets you inspect its stack
1287 1287 frames interactively. Note that this will always work only on the last
1288 1288 traceback that occurred, so you must call this quickly after an
1289 1289 exception that you wish to inspect has fired, because if another one
1290 1290 occurs, it clobbers the previous one.
1291 1291
1292 1292 If you want IPython to automatically do this on every exception, see
1293 1293 the %pdb magic for more details.
1294 1294 """
1295 1295 self.shell.debugger(force=True)
1296 1296
1297 1297 @testdec.skip_doctest
1298 1298 def magic_prun(self, parameter_s ='',user_mode=1,
1299 1299 opts=None,arg_lst=None,prog_ns=None):
1300 1300
1301 1301 """Run a statement through the python code profiler.
1302 1302
1303 1303 Usage:
1304 1304 %prun [options] statement
1305 1305
1306 1306 The given statement (which doesn't require quote marks) is run via the
1307 1307 python profiler in a manner similar to the profile.run() function.
1308 1308 Namespaces are internally managed to work correctly; profile.run
1309 1309 cannot be used in IPython because it makes certain assumptions about
1310 1310 namespaces which do not hold under IPython.
1311 1311
1312 1312 Options:
1313 1313
1314 1314 -l <limit>: you can place restrictions on what or how much of the
1315 1315 profile gets printed. The limit value can be:
1316 1316
1317 1317 * A string: only information for function names containing this string
1318 1318 is printed.
1319 1319
1320 1320 * An integer: only these many lines are printed.
1321 1321
1322 1322 * A float (between 0 and 1): this fraction of the report is printed
1323 1323 (for example, use a limit of 0.4 to see the topmost 40% only).
1324 1324
1325 1325 You can combine several limits with repeated use of the option. For
1326 1326 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1327 1327 information about class constructors.
1328 1328
1329 1329 -r: return the pstats.Stats object generated by the profiling. This
1330 1330 object has all the information about the profile in it, and you can
1331 1331 later use it for further analysis or in other functions.
1332 1332
1333 1333 -s <key>: sort profile by given key. You can provide more than one key
1334 1334 by using the option several times: '-s key1 -s key2 -s key3...'. The
1335 1335 default sorting key is 'time'.
1336 1336
1337 1337 The following is copied verbatim from the profile documentation
1338 1338 referenced below:
1339 1339
1340 1340 When more than one key is provided, additional keys are used as
1341 1341 secondary criteria when the there is equality in all keys selected
1342 1342 before them.
1343 1343
1344 1344 Abbreviations can be used for any key names, as long as the
1345 1345 abbreviation is unambiguous. The following are the keys currently
1346 1346 defined:
1347 1347
1348 1348 Valid Arg Meaning
1349 1349 "calls" call count
1350 1350 "cumulative" cumulative time
1351 1351 "file" file name
1352 1352 "module" file name
1353 1353 "pcalls" primitive call count
1354 1354 "line" line number
1355 1355 "name" function name
1356 1356 "nfl" name/file/line
1357 1357 "stdname" standard name
1358 1358 "time" internal time
1359 1359
1360 1360 Note that all sorts on statistics are in descending order (placing
1361 1361 most time consuming items first), where as name, file, and line number
1362 1362 searches are in ascending order (i.e., alphabetical). The subtle
1363 1363 distinction between "nfl" and "stdname" is that the standard name is a
1364 1364 sort of the name as printed, which means that the embedded line
1365 1365 numbers get compared in an odd way. For example, lines 3, 20, and 40
1366 1366 would (if the file names were the same) appear in the string order
1367 1367 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1368 1368 line numbers. In fact, sort_stats("nfl") is the same as
1369 1369 sort_stats("name", "file", "line").
1370 1370
1371 1371 -T <filename>: save profile results as shown on screen to a text
1372 1372 file. The profile is still shown on screen.
1373 1373
1374 1374 -D <filename>: save (via dump_stats) profile statistics to given
1375 1375 filename. This data is in a format understod by the pstats module, and
1376 1376 is generated by a call to the dump_stats() method of profile
1377 1377 objects. The profile is still shown on screen.
1378 1378
1379 1379 If you want to run complete programs under the profiler's control, use
1380 1380 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1381 1381 contains profiler specific options as described here.
1382 1382
1383 1383 You can read the complete documentation for the profile module with::
1384 1384
1385 1385 In [1]: import profile; profile.help()
1386 1386 """
1387 1387
1388 1388 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1389 1389 # protect user quote marks
1390 1390 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1391 1391
1392 1392 if user_mode: # regular user call
1393 1393 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1394 1394 list_all=1)
1395 1395 namespace = self.shell.user_ns
1396 1396 else: # called to run a program by %run -p
1397 1397 try:
1398 1398 filename = get_py_filename(arg_lst[0])
1399 1399 except IOError,msg:
1400 1400 error(msg)
1401 1401 return
1402 1402
1403 1403 arg_str = 'execfile(filename,prog_ns)'
1404 1404 namespace = locals()
1405 1405
1406 1406 opts.merge(opts_def)
1407 1407
1408 1408 prof = profile.Profile()
1409 1409 try:
1410 1410 prof = prof.runctx(arg_str,namespace,namespace)
1411 1411 sys_exit = ''
1412 1412 except SystemExit:
1413 1413 sys_exit = """*** SystemExit exception caught in code being profiled."""
1414 1414
1415 1415 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1416 1416
1417 1417 lims = opts.l
1418 1418 if lims:
1419 1419 lims = [] # rebuild lims with ints/floats/strings
1420 1420 for lim in opts.l:
1421 1421 try:
1422 1422 lims.append(int(lim))
1423 1423 except ValueError:
1424 1424 try:
1425 1425 lims.append(float(lim))
1426 1426 except ValueError:
1427 1427 lims.append(lim)
1428 1428
1429 1429 # Trap output.
1430 1430 stdout_trap = StringIO()
1431 1431
1432 1432 if hasattr(stats,'stream'):
1433 1433 # In newer versions of python, the stats object has a 'stream'
1434 1434 # attribute to write into.
1435 1435 stats.stream = stdout_trap
1436 1436 stats.print_stats(*lims)
1437 1437 else:
1438 1438 # For older versions, we manually redirect stdout during printing
1439 1439 sys_stdout = sys.stdout
1440 1440 try:
1441 1441 sys.stdout = stdout_trap
1442 1442 stats.print_stats(*lims)
1443 1443 finally:
1444 1444 sys.stdout = sys_stdout
1445 1445
1446 1446 output = stdout_trap.getvalue()
1447 1447 output = output.rstrip()
1448 1448
1449 1449 page(output,screen_lines=self.shell.usable_screen_length)
1450 1450 print sys_exit,
1451 1451
1452 1452 dump_file = opts.D[0]
1453 1453 text_file = opts.T[0]
1454 1454 if dump_file:
1455 1455 prof.dump_stats(dump_file)
1456 1456 print '\n*** Profile stats marshalled to file',\
1457 1457 `dump_file`+'.',sys_exit
1458 1458 if text_file:
1459 1459 pfile = file(text_file,'w')
1460 1460 pfile.write(output)
1461 1461 pfile.close()
1462 1462 print '\n*** Profile printout saved to text file',\
1463 1463 `text_file`+'.',sys_exit
1464 1464
1465 1465 if opts.has_key('r'):
1466 1466 return stats
1467 1467 else:
1468 1468 return None
1469 1469
1470 1470 @testdec.skip_doctest
1471 1471 def magic_run(self, parameter_s ='',runner=None,
1472 1472 file_finder=get_py_filename):
1473 1473 """Run the named file inside IPython as a program.
1474 1474
1475 1475 Usage:\\
1476 1476 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1477 1477
1478 1478 Parameters after the filename are passed as command-line arguments to
1479 1479 the program (put in sys.argv). Then, control returns to IPython's
1480 1480 prompt.
1481 1481
1482 1482 This is similar to running at a system prompt:\\
1483 1483 $ python file args\\
1484 1484 but with the advantage of giving you IPython's tracebacks, and of
1485 1485 loading all variables into your interactive namespace for further use
1486 1486 (unless -p is used, see below).
1487 1487
1488 1488 The file is executed in a namespace initially consisting only of
1489 1489 __name__=='__main__' and sys.argv constructed as indicated. It thus
1490 1490 sees its environment as if it were being run as a stand-alone program
1491 1491 (except for sharing global objects such as previously imported
1492 1492 modules). But after execution, the IPython interactive namespace gets
1493 1493 updated with all variables defined in the program (except for __name__
1494 1494 and sys.argv). This allows for very convenient loading of code for
1495 1495 interactive work, while giving each program a 'clean sheet' to run in.
1496 1496
1497 1497 Options:
1498 1498
1499 1499 -n: __name__ is NOT set to '__main__', but to the running file's name
1500 1500 without extension (as python does under import). This allows running
1501 1501 scripts and reloading the definitions in them without calling code
1502 1502 protected by an ' if __name__ == "__main__" ' clause.
1503 1503
1504 1504 -i: run the file in IPython's namespace instead of an empty one. This
1505 1505 is useful if you are experimenting with code written in a text editor
1506 1506 which depends on variables defined interactively.
1507 1507
1508 1508 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1509 1509 being run. This is particularly useful if IPython is being used to
1510 1510 run unittests, which always exit with a sys.exit() call. In such
1511 1511 cases you are interested in the output of the test results, not in
1512 1512 seeing a traceback of the unittest module.
1513 1513
1514 1514 -t: print timing information at the end of the run. IPython will give
1515 1515 you an estimated CPU time consumption for your script, which under
1516 1516 Unix uses the resource module to avoid the wraparound problems of
1517 1517 time.clock(). Under Unix, an estimate of time spent on system tasks
1518 1518 is also given (for Windows platforms this is reported as 0.0).
1519 1519
1520 1520 If -t is given, an additional -N<N> option can be given, where <N>
1521 1521 must be an integer indicating how many times you want the script to
1522 1522 run. The final timing report will include total and per run results.
1523 1523
1524 1524 For example (testing the script uniq_stable.py):
1525 1525
1526 1526 In [1]: run -t uniq_stable
1527 1527
1528 1528 IPython CPU timings (estimated):\\
1529 1529 User : 0.19597 s.\\
1530 1530 System: 0.0 s.\\
1531 1531
1532 1532 In [2]: run -t -N5 uniq_stable
1533 1533
1534 1534 IPython CPU timings (estimated):\\
1535 1535 Total runs performed: 5\\
1536 1536 Times : Total Per run\\
1537 1537 User : 0.910862 s, 0.1821724 s.\\
1538 1538 System: 0.0 s, 0.0 s.
1539 1539
1540 1540 -d: run your program under the control of pdb, the Python debugger.
1541 1541 This allows you to execute your program step by step, watch variables,
1542 1542 etc. Internally, what IPython does is similar to calling:
1543 1543
1544 1544 pdb.run('execfile("YOURFILENAME")')
1545 1545
1546 1546 with a breakpoint set on line 1 of your file. You can change the line
1547 1547 number for this automatic breakpoint to be <N> by using the -bN option
1548 1548 (where N must be an integer). For example:
1549 1549
1550 1550 %run -d -b40 myscript
1551 1551
1552 1552 will set the first breakpoint at line 40 in myscript.py. Note that
1553 1553 the first breakpoint must be set on a line which actually does
1554 1554 something (not a comment or docstring) for it to stop execution.
1555 1555
1556 1556 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1557 1557 first enter 'c' (without qoutes) to start execution up to the first
1558 1558 breakpoint.
1559 1559
1560 1560 Entering 'help' gives information about the use of the debugger. You
1561 1561 can easily see pdb's full documentation with "import pdb;pdb.help()"
1562 1562 at a prompt.
1563 1563
1564 1564 -p: run program under the control of the Python profiler module (which
1565 1565 prints a detailed report of execution times, function calls, etc).
1566 1566
1567 1567 You can pass other options after -p which affect the behavior of the
1568 1568 profiler itself. See the docs for %prun for details.
1569 1569
1570 1570 In this mode, the program's variables do NOT propagate back to the
1571 1571 IPython interactive namespace (because they remain in the namespace
1572 1572 where the profiler executes them).
1573 1573
1574 1574 Internally this triggers a call to %prun, see its documentation for
1575 1575 details on the options available specifically for profiling.
1576 1576
1577 1577 There is one special usage for which the text above doesn't apply:
1578 1578 if the filename ends with .ipy, the file is run as ipython script,
1579 1579 just as if the commands were written on IPython prompt.
1580 1580 """
1581 1581
1582 1582 # get arguments and set sys.argv for program to be run.
1583 1583 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1584 1584 mode='list',list_all=1)
1585 1585
1586 1586 try:
1587 1587 filename = file_finder(arg_lst[0])
1588 1588 except IndexError:
1589 1589 warn('you must provide at least a filename.')
1590 1590 print '\n%run:\n',oinspect.getdoc(self.magic_run)
1591 1591 return
1592 1592 except IOError,msg:
1593 1593 error(msg)
1594 1594 return
1595 1595
1596 1596 if filename.lower().endswith('.ipy'):
1597 1597 self.shell.safe_execfile_ipy(filename)
1598 1598 return
1599 1599
1600 1600 # Control the response to exit() calls made by the script being run
1601 1601 exit_ignore = opts.has_key('e')
1602 1602
1603 1603 # Make sure that the running script gets a proper sys.argv as if it
1604 1604 # were run from a system shell.
1605 1605 save_argv = sys.argv # save it for later restoring
1606 1606 sys.argv = [filename]+ arg_lst[1:] # put in the proper filename
1607 1607
1608 1608 if opts.has_key('i'):
1609 1609 # Run in user's interactive namespace
1610 1610 prog_ns = self.shell.user_ns
1611 1611 __name__save = self.shell.user_ns['__name__']
1612 1612 prog_ns['__name__'] = '__main__'
1613 1613 main_mod = self.shell.new_main_mod(prog_ns)
1614 1614 else:
1615 1615 # Run in a fresh, empty namespace
1616 1616 if opts.has_key('n'):
1617 1617 name = os.path.splitext(os.path.basename(filename))[0]
1618 1618 else:
1619 1619 name = '__main__'
1620 1620
1621 1621 main_mod = self.shell.new_main_mod()
1622 1622 prog_ns = main_mod.__dict__
1623 1623 prog_ns['__name__'] = name
1624 1624
1625 1625 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1626 1626 # set the __file__ global in the script's namespace
1627 1627 prog_ns['__file__'] = filename
1628 1628
1629 1629 # pickle fix. See iplib for an explanation. But we need to make sure
1630 1630 # that, if we overwrite __main__, we replace it at the end
1631 1631 main_mod_name = prog_ns['__name__']
1632 1632
1633 1633 if main_mod_name == '__main__':
1634 1634 restore_main = sys.modules['__main__']
1635 1635 else:
1636 1636 restore_main = False
1637 1637
1638 1638 # This needs to be undone at the end to prevent holding references to
1639 1639 # every single object ever created.
1640 1640 sys.modules[main_mod_name] = main_mod
1641 1641
1642 1642 stats = None
1643 1643 try:
1644 1644 self.shell.savehist()
1645 1645
1646 1646 if opts.has_key('p'):
1647 1647 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1648 1648 else:
1649 1649 if opts.has_key('d'):
1650 1650 deb = debugger.Pdb(self.shell.colors)
1651 1651 # reset Breakpoint state, which is moronically kept
1652 1652 # in a class
1653 1653 bdb.Breakpoint.next = 1
1654 1654 bdb.Breakpoint.bplist = {}
1655 1655 bdb.Breakpoint.bpbynumber = [None]
1656 1656 # Set an initial breakpoint to stop execution
1657 1657 maxtries = 10
1658 1658 bp = int(opts.get('b',[1])[0])
1659 1659 checkline = deb.checkline(filename,bp)
1660 1660 if not checkline:
1661 1661 for bp in range(bp+1,bp+maxtries+1):
1662 1662 if deb.checkline(filename,bp):
1663 1663 break
1664 1664 else:
1665 1665 msg = ("\nI failed to find a valid line to set "
1666 1666 "a breakpoint\n"
1667 1667 "after trying up to line: %s.\n"
1668 1668 "Please set a valid breakpoint manually "
1669 1669 "with the -b option." % bp)
1670 1670 error(msg)
1671 1671 return
1672 1672 # if we find a good linenumber, set the breakpoint
1673 1673 deb.do_break('%s:%s' % (filename,bp))
1674 1674 # Start file run
1675 1675 print "NOTE: Enter 'c' at the",
1676 1676 print "%s prompt to start your script." % deb.prompt
1677 1677 try:
1678 1678 deb.run('execfile("%s")' % filename,prog_ns)
1679 1679
1680 1680 except:
1681 1681 etype, value, tb = sys.exc_info()
1682 1682 # Skip three frames in the traceback: the %run one,
1683 1683 # one inside bdb.py, and the command-line typed by the
1684 1684 # user (run by exec in pdb itself).
1685 1685 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1686 1686 else:
1687 1687 if runner is None:
1688 1688 runner = self.shell.safe_execfile
1689 1689 if opts.has_key('t'):
1690 1690 # timed execution
1691 1691 try:
1692 1692 nruns = int(opts['N'][0])
1693 1693 if nruns < 1:
1694 1694 error('Number of runs must be >=1')
1695 1695 return
1696 1696 except (KeyError):
1697 1697 nruns = 1
1698 1698 if nruns == 1:
1699 1699 t0 = clock2()
1700 1700 runner(filename,prog_ns,prog_ns,
1701 1701 exit_ignore=exit_ignore)
1702 1702 t1 = clock2()
1703 1703 t_usr = t1[0]-t0[0]
1704 1704 t_sys = t1[1]-t0[1]
1705 1705 print "\nIPython CPU timings (estimated):"
1706 1706 print " User : %10s s." % t_usr
1707 1707 print " System: %10s s." % t_sys
1708 1708 else:
1709 1709 runs = range(nruns)
1710 1710 t0 = clock2()
1711 1711 for nr in runs:
1712 1712 runner(filename,prog_ns,prog_ns,
1713 1713 exit_ignore=exit_ignore)
1714 1714 t1 = clock2()
1715 1715 t_usr = t1[0]-t0[0]
1716 1716 t_sys = t1[1]-t0[1]
1717 1717 print "\nIPython CPU timings (estimated):"
1718 1718 print "Total runs performed:",nruns
1719 1719 print " Times : %10s %10s" % ('Total','Per run')
1720 1720 print " User : %10s s, %10s s." % (t_usr,t_usr/nruns)
1721 1721 print " System: %10s s, %10s s." % (t_sys,t_sys/nruns)
1722 1722
1723 1723 else:
1724 1724 # regular execution
1725 1725 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1726 1726
1727 1727 if opts.has_key('i'):
1728 1728 self.shell.user_ns['__name__'] = __name__save
1729 1729 else:
1730 1730 # The shell MUST hold a reference to prog_ns so after %run
1731 1731 # exits, the python deletion mechanism doesn't zero it out
1732 1732 # (leaving dangling references).
1733 1733 self.shell.cache_main_mod(prog_ns,filename)
1734 1734 # update IPython interactive namespace
1735 1735
1736 1736 # Some forms of read errors on the file may mean the
1737 1737 # __name__ key was never set; using pop we don't have to
1738 1738 # worry about a possible KeyError.
1739 1739 prog_ns.pop('__name__', None)
1740 1740
1741 1741 self.shell.user_ns.update(prog_ns)
1742 1742 finally:
1743 1743 # It's a bit of a mystery why, but __builtins__ can change from
1744 1744 # being a module to becoming a dict missing some key data after
1745 1745 # %run. As best I can see, this is NOT something IPython is doing
1746 1746 # at all, and similar problems have been reported before:
1747 1747 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1748 1748 # Since this seems to be done by the interpreter itself, the best
1749 1749 # we can do is to at least restore __builtins__ for the user on
1750 1750 # exit.
1751 1751 self.shell.user_ns['__builtins__'] = __builtin__
1752 1752
1753 1753 # Ensure key global structures are restored
1754 1754 sys.argv = save_argv
1755 1755 if restore_main:
1756 1756 sys.modules['__main__'] = restore_main
1757 1757 else:
1758 1758 # Remove from sys.modules the reference to main_mod we'd
1759 1759 # added. Otherwise it will trap references to objects
1760 1760 # contained therein.
1761 1761 del sys.modules[main_mod_name]
1762 1762
1763 1763 self.shell.reloadhist()
1764 1764
1765 1765 return stats
1766 1766
1767 1767 @testdec.skip_doctest
1768 1768 def magic_timeit(self, parameter_s =''):
1769 1769 """Time execution of a Python statement or expression
1770 1770
1771 1771 Usage:\\
1772 1772 %timeit [-n<N> -r<R> [-t|-c]] statement
1773 1773
1774 1774 Time execution of a Python statement or expression using the timeit
1775 1775 module.
1776 1776
1777 1777 Options:
1778 1778 -n<N>: execute the given statement <N> times in a loop. If this value
1779 1779 is not given, a fitting value is chosen.
1780 1780
1781 1781 -r<R>: repeat the loop iteration <R> times and take the best result.
1782 1782 Default: 3
1783 1783
1784 1784 -t: use time.time to measure the time, which is the default on Unix.
1785 1785 This function measures wall time.
1786 1786
1787 1787 -c: use time.clock to measure the time, which is the default on
1788 1788 Windows and measures wall time. On Unix, resource.getrusage is used
1789 1789 instead and returns the CPU user time.
1790 1790
1791 1791 -p<P>: use a precision of <P> digits to display the timing result.
1792 1792 Default: 3
1793 1793
1794 1794
1795 1795 Examples:
1796 1796
1797 1797 In [1]: %timeit pass
1798 1798 10000000 loops, best of 3: 53.3 ns per loop
1799 1799
1800 1800 In [2]: u = None
1801 1801
1802 1802 In [3]: %timeit u is None
1803 1803 10000000 loops, best of 3: 184 ns per loop
1804 1804
1805 1805 In [4]: %timeit -r 4 u == None
1806 1806 1000000 loops, best of 4: 242 ns per loop
1807 1807
1808 1808 In [5]: import time
1809 1809
1810 1810 In [6]: %timeit -n1 time.sleep(2)
1811 1811 1 loops, best of 3: 2 s per loop
1812 1812
1813 1813
1814 1814 The times reported by %timeit will be slightly higher than those
1815 1815 reported by the timeit.py script when variables are accessed. This is
1816 1816 due to the fact that %timeit executes the statement in the namespace
1817 1817 of the shell, compared with timeit.py, which uses a single setup
1818 1818 statement to import function or create variables. Generally, the bias
1819 1819 does not matter as long as results from timeit.py are not mixed with
1820 1820 those from %timeit."""
1821 1821
1822 1822 import timeit
1823 1823 import math
1824 1824
1825 1825 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1826 1826 # certain terminals. Until we figure out a robust way of
1827 1827 # auto-detecting if the terminal can deal with it, use plain 'us' for
1828 1828 # microseconds. I am really NOT happy about disabling the proper
1829 1829 # 'micro' prefix, but crashing is worse... If anyone knows what the
1830 1830 # right solution for this is, I'm all ears...
1831 1831 #
1832 1832 # Note: using
1833 1833 #
1834 1834 # s = u'\xb5'
1835 1835 # s.encode(sys.getdefaultencoding())
1836 1836 #
1837 1837 # is not sufficient, as I've seen terminals where that fails but
1838 1838 # print s
1839 1839 #
1840 1840 # succeeds
1841 1841 #
1842 1842 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1843 1843
1844 1844 #units = [u"s", u"ms",u'\xb5',"ns"]
1845 1845 units = [u"s", u"ms",u'us',"ns"]
1846 1846
1847 1847 scaling = [1, 1e3, 1e6, 1e9]
1848 1848
1849 1849 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1850 1850 posix=False)
1851 1851 if stmt == "":
1852 1852 return
1853 1853 timefunc = timeit.default_timer
1854 1854 number = int(getattr(opts, "n", 0))
1855 1855 repeat = int(getattr(opts, "r", timeit.default_repeat))
1856 1856 precision = int(getattr(opts, "p", 3))
1857 1857 if hasattr(opts, "t"):
1858 1858 timefunc = time.time
1859 1859 if hasattr(opts, "c"):
1860 1860 timefunc = clock
1861 1861
1862 1862 timer = timeit.Timer(timer=timefunc)
1863 1863 # this code has tight coupling to the inner workings of timeit.Timer,
1864 1864 # but is there a better way to achieve that the code stmt has access
1865 1865 # to the shell namespace?
1866 1866
1867 1867 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1868 1868 'setup': "pass"}
1869 1869 # Track compilation time so it can be reported if too long
1870 1870 # Minimum time above which compilation time will be reported
1871 1871 tc_min = 0.1
1872 1872
1873 1873 t0 = clock()
1874 1874 code = compile(src, "<magic-timeit>", "exec")
1875 1875 tc = clock()-t0
1876 1876
1877 1877 ns = {}
1878 1878 exec code in self.shell.user_ns, ns
1879 1879 timer.inner = ns["inner"]
1880 1880
1881 1881 if number == 0:
1882 1882 # determine number so that 0.2 <= total time < 2.0
1883 1883 number = 1
1884 1884 for i in range(1, 10):
1885 1885 if timer.timeit(number) >= 0.2:
1886 1886 break
1887 1887 number *= 10
1888 1888
1889 1889 best = min(timer.repeat(repeat, number)) / number
1890 1890
1891 1891 if best > 0.0:
1892 1892 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1893 1893 else:
1894 1894 order = 3
1895 1895 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1896 1896 precision,
1897 1897 best * scaling[order],
1898 1898 units[order])
1899 1899 if tc > tc_min:
1900 1900 print "Compiler time: %.2f s" % tc
1901 1901
1902 1902 @testdec.skip_doctest
1903 1903 def magic_time(self,parameter_s = ''):
1904 1904 """Time execution of a Python statement or expression.
1905 1905
1906 1906 The CPU and wall clock times are printed, and the value of the
1907 1907 expression (if any) is returned. Note that under Win32, system time
1908 1908 is always reported as 0, since it can not be measured.
1909 1909
1910 1910 This function provides very basic timing functionality. In Python
1911 1911 2.3, the timeit module offers more control and sophistication, so this
1912 1912 could be rewritten to use it (patches welcome).
1913 1913
1914 1914 Some examples:
1915 1915
1916 1916 In [1]: time 2**128
1917 1917 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1918 1918 Wall time: 0.00
1919 1919 Out[1]: 340282366920938463463374607431768211456L
1920 1920
1921 1921 In [2]: n = 1000000
1922 1922
1923 1923 In [3]: time sum(range(n))
1924 1924 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1925 1925 Wall time: 1.37
1926 1926 Out[3]: 499999500000L
1927 1927
1928 1928 In [4]: time print 'hello world'
1929 1929 hello world
1930 1930 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1931 1931 Wall time: 0.00
1932 1932
1933 1933 Note that the time needed by Python to compile the given expression
1934 1934 will be reported if it is more than 0.1s. In this example, the
1935 1935 actual exponentiation is done by Python at compilation time, so while
1936 1936 the expression can take a noticeable amount of time to compute, that
1937 1937 time is purely due to the compilation:
1938 1938
1939 1939 In [5]: time 3**9999;
1940 1940 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1941 1941 Wall time: 0.00 s
1942 1942
1943 1943 In [6]: time 3**999999;
1944 1944 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1945 1945 Wall time: 0.00 s
1946 1946 Compiler : 0.78 s
1947 1947 """
1948 1948
1949 1949 # fail immediately if the given expression can't be compiled
1950 1950
1951 1951 expr = self.shell.prefilter(parameter_s,False)
1952 1952
1953 1953 # Minimum time above which compilation time will be reported
1954 1954 tc_min = 0.1
1955 1955
1956 1956 try:
1957 1957 mode = 'eval'
1958 1958 t0 = clock()
1959 1959 code = compile(expr,'<timed eval>',mode)
1960 1960 tc = clock()-t0
1961 1961 except SyntaxError:
1962 1962 mode = 'exec'
1963 1963 t0 = clock()
1964 1964 code = compile(expr,'<timed exec>',mode)
1965 1965 tc = clock()-t0
1966 1966 # skew measurement as little as possible
1967 1967 glob = self.shell.user_ns
1968 1968 clk = clock2
1969 1969 wtime = time.time
1970 1970 # time execution
1971 1971 wall_st = wtime()
1972 1972 if mode=='eval':
1973 1973 st = clk()
1974 1974 out = eval(code,glob)
1975 1975 end = clk()
1976 1976 else:
1977 1977 st = clk()
1978 1978 exec code in glob
1979 1979 end = clk()
1980 1980 out = None
1981 1981 wall_end = wtime()
1982 1982 # Compute actual times and report
1983 1983 wall_time = wall_end-wall_st
1984 1984 cpu_user = end[0]-st[0]
1985 1985 cpu_sys = end[1]-st[1]
1986 1986 cpu_tot = cpu_user+cpu_sys
1987 1987 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1988 1988 (cpu_user,cpu_sys,cpu_tot)
1989 1989 print "Wall time: %.2f s" % wall_time
1990 1990 if tc > tc_min:
1991 1991 print "Compiler : %.2f s" % tc
1992 1992 return out
1993 1993
1994 1994 @testdec.skip_doctest
1995 1995 def magic_macro(self,parameter_s = ''):
1996 1996 """Define a set of input lines as a macro for future re-execution.
1997 1997
1998 1998 Usage:\\
1999 1999 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
2000 2000
2001 2001 Options:
2002 2002
2003 2003 -r: use 'raw' input. By default, the 'processed' history is used,
2004 2004 so that magics are loaded in their transformed version to valid
2005 2005 Python. If this option is given, the raw input as typed as the
2006 2006 command line is used instead.
2007 2007
2008 2008 This will define a global variable called `name` which is a string
2009 2009 made of joining the slices and lines you specify (n1,n2,... numbers
2010 2010 above) from your input history into a single string. This variable
2011 2011 acts like an automatic function which re-executes those lines as if
2012 2012 you had typed them. You just type 'name' at the prompt and the code
2013 2013 executes.
2014 2014
2015 2015 The notation for indicating number ranges is: n1-n2 means 'use line
2016 2016 numbers n1,...n2' (the endpoint is included). That is, '5-7' means
2017 2017 using the lines numbered 5,6 and 7.
2018 2018
2019 2019 Note: as a 'hidden' feature, you can also use traditional python slice
2020 2020 notation, where N:M means numbers N through M-1.
2021 2021
2022 2022 For example, if your history contains (%hist prints it):
2023 2023
2024 2024 44: x=1
2025 2025 45: y=3
2026 2026 46: z=x+y
2027 2027 47: print x
2028 2028 48: a=5
2029 2029 49: print 'x',x,'y',y
2030 2030
2031 2031 you can create a macro with lines 44 through 47 (included) and line 49
2032 2032 called my_macro with:
2033 2033
2034 2034 In [55]: %macro my_macro 44-47 49
2035 2035
2036 2036 Now, typing `my_macro` (without quotes) will re-execute all this code
2037 2037 in one pass.
2038 2038
2039 2039 You don't need to give the line-numbers in order, and any given line
2040 2040 number can appear multiple times. You can assemble macros with any
2041 2041 lines from your input history in any order.
2042 2042
2043 2043 The macro is a simple object which holds its value in an attribute,
2044 2044 but IPython's display system checks for macros and executes them as
2045 2045 code instead of printing them when you type their name.
2046 2046
2047 2047 You can view a macro's contents by explicitly printing it with:
2048 2048
2049 2049 'print macro_name'.
2050 2050
2051 2051 For one-off cases which DON'T contain magic function calls in them you
2052 2052 can obtain similar results by explicitly executing slices from your
2053 2053 input history with:
2054 2054
2055 2055 In [60]: exec In[44:48]+In[49]"""
2056 2056
2057 2057 opts,args = self.parse_options(parameter_s,'r',mode='list')
2058 2058 if not args:
2059 2059 macs = [k for k,v in self.shell.user_ns.items() if isinstance(v, Macro)]
2060 2060 macs.sort()
2061 2061 return macs
2062 2062 if len(args) == 1:
2063 2063 raise UsageError(
2064 2064 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2065 2065 name,ranges = args[0], args[1:]
2066 2066
2067 2067 #print 'rng',ranges # dbg
2068 2068 lines = self.extract_input_slices(ranges,opts.has_key('r'))
2069 2069 macro = Macro(lines)
2070 2070 self.shell.define_macro(name, macro)
2071 2071 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2072 2072 print 'Macro contents:'
2073 2073 print macro,
2074 2074
2075 2075 def magic_save(self,parameter_s = ''):
2076 2076 """Save a set of lines to a given filename.
2077 2077
2078 2078 Usage:\\
2079 2079 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2080 2080
2081 2081 Options:
2082 2082
2083 2083 -r: use 'raw' input. By default, the 'processed' history is used,
2084 2084 so that magics are loaded in their transformed version to valid
2085 2085 Python. If this option is given, the raw input as typed as the
2086 2086 command line is used instead.
2087 2087
2088 2088 This function uses the same syntax as %macro for line extraction, but
2089 2089 instead of creating a macro it saves the resulting string to the
2090 2090 filename you specify.
2091 2091
2092 2092 It adds a '.py' extension to the file if you don't do so yourself, and
2093 2093 it asks for confirmation before overwriting existing files."""
2094 2094
2095 2095 opts,args = self.parse_options(parameter_s,'r',mode='list')
2096 2096 fname,ranges = args[0], args[1:]
2097 2097 if not fname.endswith('.py'):
2098 2098 fname += '.py'
2099 2099 if os.path.isfile(fname):
2100 2100 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2101 2101 if ans.lower() not in ['y','yes']:
2102 2102 print 'Operation cancelled.'
2103 2103 return
2104 2104 cmds = ''.join(self.extract_input_slices(ranges,opts.has_key('r')))
2105 2105 f = file(fname,'w')
2106 2106 f.write(cmds)
2107 2107 f.close()
2108 2108 print 'The following commands were written to file `%s`:' % fname
2109 2109 print cmds
2110 2110
2111 2111 def _edit_macro(self,mname,macro):
2112 2112 """open an editor with the macro data in a file"""
2113 2113 filename = self.shell.mktempfile(macro.value)
2114 2114 self.shell.hooks.editor(filename)
2115 2115
2116 2116 # and make a new macro object, to replace the old one
2117 2117 mfile = open(filename)
2118 2118 mvalue = mfile.read()
2119 2119 mfile.close()
2120 2120 self.shell.user_ns[mname] = Macro(mvalue)
2121 2121
2122 2122 def magic_ed(self,parameter_s=''):
2123 2123 """Alias to %edit."""
2124 2124 return self.magic_edit(parameter_s)
2125 2125
2126 2126 @testdec.skip_doctest
2127 2127 def magic_edit(self,parameter_s='',last_call=['','']):
2128 2128 """Bring up an editor and execute the resulting code.
2129 2129
2130 2130 Usage:
2131 2131 %edit [options] [args]
2132 2132
2133 2133 %edit runs IPython's editor hook. The default version of this hook is
2134 2134 set to call the __IPYTHON__.rc.editor command. This is read from your
2135 2135 environment variable $EDITOR. If this isn't found, it will default to
2136 2136 vi under Linux/Unix and to notepad under Windows. See the end of this
2137 2137 docstring for how to change the editor hook.
2138 2138
2139 2139 You can also set the value of this editor via the command line option
2140 2140 '-editor' or in your ipythonrc file. This is useful if you wish to use
2141 2141 specifically for IPython an editor different from your typical default
2142 2142 (and for Windows users who typically don't set environment variables).
2143 2143
2144 2144 This command allows you to conveniently edit multi-line code right in
2145 2145 your IPython session.
2146 2146
2147 2147 If called without arguments, %edit opens up an empty editor with a
2148 2148 temporary file and will execute the contents of this file when you
2149 2149 close it (don't forget to save it!).
2150 2150
2151 2151
2152 2152 Options:
2153 2153
2154 2154 -n <number>: open the editor at a specified line number. By default,
2155 2155 the IPython editor hook uses the unix syntax 'editor +N filename', but
2156 2156 you can configure this by providing your own modified hook if your
2157 2157 favorite editor supports line-number specifications with a different
2158 2158 syntax.
2159 2159
2160 2160 -p: this will call the editor with the same data as the previous time
2161 2161 it was used, regardless of how long ago (in your current session) it
2162 2162 was.
2163 2163
2164 2164 -r: use 'raw' input. This option only applies to input taken from the
2165 2165 user's history. By default, the 'processed' history is used, so that
2166 2166 magics are loaded in their transformed version to valid Python. If
2167 2167 this option is given, the raw input as typed as the command line is
2168 2168 used instead. When you exit the editor, it will be executed by
2169 2169 IPython's own processor.
2170 2170
2171 2171 -x: do not execute the edited code immediately upon exit. This is
2172 2172 mainly useful if you are editing programs which need to be called with
2173 2173 command line arguments, which you can then do using %run.
2174 2174
2175 2175
2176 2176 Arguments:
2177 2177
2178 2178 If arguments are given, the following possibilites exist:
2179 2179
2180 2180 - The arguments are numbers or pairs of colon-separated numbers (like
2181 2181 1 4:8 9). These are interpreted as lines of previous input to be
2182 2182 loaded into the editor. The syntax is the same of the %macro command.
2183 2183
2184 2184 - If the argument doesn't start with a number, it is evaluated as a
2185 2185 variable and its contents loaded into the editor. You can thus edit
2186 2186 any string which contains python code (including the result of
2187 2187 previous edits).
2188 2188
2189 2189 - If the argument is the name of an object (other than a string),
2190 2190 IPython will try to locate the file where it was defined and open the
2191 2191 editor at the point where it is defined. You can use `%edit function`
2192 2192 to load an editor exactly at the point where 'function' is defined,
2193 2193 edit it and have the file be executed automatically.
2194 2194
2195 2195 If the object is a macro (see %macro for details), this opens up your
2196 2196 specified editor with a temporary file containing the macro's data.
2197 2197 Upon exit, the macro is reloaded with the contents of the file.
2198 2198
2199 2199 Note: opening at an exact line is only supported under Unix, and some
2200 2200 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2201 2201 '+NUMBER' parameter necessary for this feature. Good editors like
2202 2202 (X)Emacs, vi, jed, pico and joe all do.
2203 2203
2204 2204 - If the argument is not found as a variable, IPython will look for a
2205 2205 file with that name (adding .py if necessary) and load it into the
2206 2206 editor. It will execute its contents with execfile() when you exit,
2207 2207 loading any code in the file into your interactive namespace.
2208 2208
2209 2209 After executing your code, %edit will return as output the code you
2210 2210 typed in the editor (except when it was an existing file). This way
2211 2211 you can reload the code in further invocations of %edit as a variable,
2212 2212 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2213 2213 the output.
2214 2214
2215 2215 Note that %edit is also available through the alias %ed.
2216 2216
2217 2217 This is an example of creating a simple function inside the editor and
2218 2218 then modifying it. First, start up the editor:
2219 2219
2220 2220 In [1]: ed
2221 2221 Editing... done. Executing edited code...
2222 2222 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2223 2223
2224 2224 We can then call the function foo():
2225 2225
2226 2226 In [2]: foo()
2227 2227 foo() was defined in an editing session
2228 2228
2229 2229 Now we edit foo. IPython automatically loads the editor with the
2230 2230 (temporary) file where foo() was previously defined:
2231 2231
2232 2232 In [3]: ed foo
2233 2233 Editing... done. Executing edited code...
2234 2234
2235 2235 And if we call foo() again we get the modified version:
2236 2236
2237 2237 In [4]: foo()
2238 2238 foo() has now been changed!
2239 2239
2240 2240 Here is an example of how to edit a code snippet successive
2241 2241 times. First we call the editor:
2242 2242
2243 2243 In [5]: ed
2244 2244 Editing... done. Executing edited code...
2245 2245 hello
2246 2246 Out[5]: "print 'hello'n"
2247 2247
2248 2248 Now we call it again with the previous output (stored in _):
2249 2249
2250 2250 In [6]: ed _
2251 2251 Editing... done. Executing edited code...
2252 2252 hello world
2253 2253 Out[6]: "print 'hello world'n"
2254 2254
2255 2255 Now we call it with the output #8 (stored in _8, also as Out[8]):
2256 2256
2257 2257 In [7]: ed _8
2258 2258 Editing... done. Executing edited code...
2259 2259 hello again
2260 2260 Out[7]: "print 'hello again'n"
2261 2261
2262 2262
2263 2263 Changing the default editor hook:
2264 2264
2265 2265 If you wish to write your own editor hook, you can put it in a
2266 2266 configuration file which you load at startup time. The default hook
2267 2267 is defined in the IPython.core.hooks module, and you can use that as a
2268 2268 starting example for further modifications. That file also has
2269 2269 general instructions on how to set a new hook for use once you've
2270 2270 defined it."""
2271 2271
2272 2272 # FIXME: This function has become a convoluted mess. It needs a
2273 2273 # ground-up rewrite with clean, simple logic.
2274 2274
2275 2275 def make_filename(arg):
2276 2276 "Make a filename from the given args"
2277 2277 try:
2278 2278 filename = get_py_filename(arg)
2279 2279 except IOError:
2280 2280 if args.endswith('.py'):
2281 2281 filename = arg
2282 2282 else:
2283 2283 filename = None
2284 2284 return filename
2285 2285
2286 2286 # custom exceptions
2287 2287 class DataIsObject(Exception): pass
2288 2288
2289 2289 opts,args = self.parse_options(parameter_s,'prxn:')
2290 2290 # Set a few locals from the options for convenience:
2291 2291 opts_p = opts.has_key('p')
2292 2292 opts_r = opts.has_key('r')
2293 2293
2294 2294 # Default line number value
2295 2295 lineno = opts.get('n',None)
2296 2296
2297 2297 if opts_p:
2298 2298 args = '_%s' % last_call[0]
2299 2299 if not self.shell.user_ns.has_key(args):
2300 2300 args = last_call[1]
2301 2301
2302 2302 # use last_call to remember the state of the previous call, but don't
2303 2303 # let it be clobbered by successive '-p' calls.
2304 2304 try:
2305 2305 last_call[0] = self.shell.outputcache.prompt_count
2306 2306 if not opts_p:
2307 2307 last_call[1] = parameter_s
2308 2308 except:
2309 2309 pass
2310 2310
2311 2311 # by default this is done with temp files, except when the given
2312 2312 # arg is a filename
2313 2313 use_temp = 1
2314 2314
2315 2315 if re.match(r'\d',args):
2316 2316 # Mode where user specifies ranges of lines, like in %macro.
2317 2317 # This means that you can't edit files whose names begin with
2318 2318 # numbers this way. Tough.
2319 2319 ranges = args.split()
2320 2320 data = ''.join(self.extract_input_slices(ranges,opts_r))
2321 2321 elif args.endswith('.py'):
2322 2322 filename = make_filename(args)
2323 2323 data = ''
2324 2324 use_temp = 0
2325 2325 elif args:
2326 2326 try:
2327 2327 # Load the parameter given as a variable. If not a string,
2328 2328 # process it as an object instead (below)
2329 2329
2330 2330 #print '*** args',args,'type',type(args) # dbg
2331 2331 data = eval(args,self.shell.user_ns)
2332 2332 if not type(data) in StringTypes:
2333 2333 raise DataIsObject
2334 2334
2335 2335 except (NameError,SyntaxError):
2336 2336 # given argument is not a variable, try as a filename
2337 2337 filename = make_filename(args)
2338 2338 if filename is None:
2339 2339 warn("Argument given (%s) can't be found as a variable "
2340 2340 "or as a filename." % args)
2341 2341 return
2342 2342
2343 2343 data = ''
2344 2344 use_temp = 0
2345 2345 except DataIsObject:
2346 2346
2347 2347 # macros have a special edit function
2348 2348 if isinstance(data,Macro):
2349 2349 self._edit_macro(args,data)
2350 2350 return
2351 2351
2352 2352 # For objects, try to edit the file where they are defined
2353 2353 try:
2354 2354 filename = inspect.getabsfile(data)
2355 2355 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2356 2356 # class created by %edit? Try to find source
2357 2357 # by looking for method definitions instead, the
2358 2358 # __module__ in those classes is FakeModule.
2359 2359 attrs = [getattr(data, aname) for aname in dir(data)]
2360 2360 for attr in attrs:
2361 2361 if not inspect.ismethod(attr):
2362 2362 continue
2363 2363 filename = inspect.getabsfile(attr)
2364 2364 if filename and 'fakemodule' not in filename.lower():
2365 2365 # change the attribute to be the edit target instead
2366 2366 data = attr
2367 2367 break
2368 2368
2369 2369 datafile = 1
2370 2370 except TypeError:
2371 2371 filename = make_filename(args)
2372 2372 datafile = 1
2373 2373 warn('Could not find file where `%s` is defined.\n'
2374 2374 'Opening a file named `%s`' % (args,filename))
2375 2375 # Now, make sure we can actually read the source (if it was in
2376 2376 # a temp file it's gone by now).
2377 2377 if datafile:
2378 2378 try:
2379 2379 if lineno is None:
2380 2380 lineno = inspect.getsourcelines(data)[1]
2381 2381 except IOError:
2382 2382 filename = make_filename(args)
2383 2383 if filename is None:
2384 2384 warn('The file `%s` where `%s` was defined cannot '
2385 2385 'be read.' % (filename,data))
2386 2386 return
2387 2387 use_temp = 0
2388 2388 else:
2389 2389 data = ''
2390 2390
2391 2391 if use_temp:
2392 2392 filename = self.shell.mktempfile(data)
2393 2393 print 'IPython will make a temporary file named:',filename
2394 2394
2395 2395 # do actual editing here
2396 2396 print 'Editing...',
2397 2397 sys.stdout.flush()
2398 2398 try:
2399 # Quote filenames that may have spaces in them
2400 if ' ' in filename:
2401 filename = "%s" % filename
2399 2402 self.shell.hooks.editor(filename,lineno)
2400 2403 except TryNext:
2401 2404 warn('Could not open editor')
2402 2405 return
2403 2406
2404 2407 # XXX TODO: should this be generalized for all string vars?
2405 2408 # For now, this is special-cased to blocks created by cpaste
2406 2409 if args.strip() == 'pasted_block':
2407 2410 self.shell.user_ns['pasted_block'] = file_read(filename)
2408 2411
2409 2412 if opts.has_key('x'): # -x prevents actual execution
2410 2413 print
2411 2414 else:
2412 2415 print 'done. Executing edited code...'
2413 2416 if opts_r:
2414 2417 self.shell.runlines(file_read(filename))
2415 2418 else:
2416 2419 self.shell.safe_execfile(filename,self.shell.user_ns,
2417 2420 self.shell.user_ns)
2418 2421
2419 2422
2420 2423 if use_temp:
2421 2424 try:
2422 2425 return open(filename).read()
2423 2426 except IOError,msg:
2424 2427 if msg.filename == filename:
2425 2428 warn('File not found. Did you forget to save?')
2426 2429 return
2427 2430 else:
2428 2431 self.shell.showtraceback()
2429 2432
2430 2433 def magic_xmode(self,parameter_s = ''):
2431 2434 """Switch modes for the exception handlers.
2432 2435
2433 2436 Valid modes: Plain, Context and Verbose.
2434 2437
2435 2438 If called without arguments, acts as a toggle."""
2436 2439
2437 2440 def xmode_switch_err(name):
2438 2441 warn('Error changing %s exception modes.\n%s' %
2439 2442 (name,sys.exc_info()[1]))
2440 2443
2441 2444 shell = self.shell
2442 2445 new_mode = parameter_s.strip().capitalize()
2443 2446 try:
2444 2447 shell.InteractiveTB.set_mode(mode=new_mode)
2445 2448 print 'Exception reporting mode:',shell.InteractiveTB.mode
2446 2449 except:
2447 2450 xmode_switch_err('user')
2448 2451
2449 2452 # threaded shells use a special handler in sys.excepthook
2450 2453 if shell.isthreaded:
2451 2454 try:
2452 2455 shell.sys_excepthook.set_mode(mode=new_mode)
2453 2456 except:
2454 2457 xmode_switch_err('threaded')
2455 2458
2456 2459 def magic_colors(self,parameter_s = ''):
2457 2460 """Switch color scheme for prompts, info system and exception handlers.
2458 2461
2459 2462 Currently implemented schemes: NoColor, Linux, LightBG.
2460 2463
2461 2464 Color scheme names are not case-sensitive."""
2462 2465
2463 2466 def color_switch_err(name):
2464 2467 warn('Error changing %s color schemes.\n%s' %
2465 2468 (name,sys.exc_info()[1]))
2466 2469
2467 2470
2468 2471 new_scheme = parameter_s.strip()
2469 2472 if not new_scheme:
2470 2473 raise UsageError(
2471 2474 "%colors: you must specify a color scheme. See '%colors?'")
2472 2475 return
2473 2476 # local shortcut
2474 2477 shell = self.shell
2475 2478
2476 2479 import IPython.utils.rlineimpl as readline
2477 2480
2478 2481 if not readline.have_readline and sys.platform == "win32":
2479 2482 msg = """\
2480 2483 Proper color support under MS Windows requires the pyreadline library.
2481 2484 You can find it at:
2482 2485 http://ipython.scipy.org/moin/PyReadline/Intro
2483 2486 Gary's readline needs the ctypes module, from:
2484 2487 http://starship.python.net/crew/theller/ctypes
2485 2488 (Note that ctypes is already part of Python versions 2.5 and newer).
2486 2489
2487 2490 Defaulting color scheme to 'NoColor'"""
2488 2491 new_scheme = 'NoColor'
2489 2492 warn(msg)
2490 2493
2491 2494 # readline option is 0
2492 2495 if not shell.has_readline:
2493 2496 new_scheme = 'NoColor'
2494 2497
2495 2498 # Set prompt colors
2496 2499 try:
2497 2500 shell.outputcache.set_colors(new_scheme)
2498 2501 except:
2499 2502 color_switch_err('prompt')
2500 2503 else:
2501 2504 shell.colors = \
2502 2505 shell.outputcache.color_table.active_scheme_name
2503 2506 # Set exception colors
2504 2507 try:
2505 2508 shell.InteractiveTB.set_colors(scheme = new_scheme)
2506 2509 shell.SyntaxTB.set_colors(scheme = new_scheme)
2507 2510 except:
2508 2511 color_switch_err('exception')
2509 2512
2510 2513 # threaded shells use a verbose traceback in sys.excepthook
2511 2514 if shell.isthreaded:
2512 2515 try:
2513 2516 shell.sys_excepthook.set_colors(scheme=new_scheme)
2514 2517 except:
2515 2518 color_switch_err('system exception handler')
2516 2519
2517 2520 # Set info (for 'object?') colors
2518 2521 if shell.color_info:
2519 2522 try:
2520 2523 shell.inspector.set_active_scheme(new_scheme)
2521 2524 except:
2522 2525 color_switch_err('object inspector')
2523 2526 else:
2524 2527 shell.inspector.set_active_scheme('NoColor')
2525 2528
2526 2529 def magic_color_info(self,parameter_s = ''):
2527 2530 """Toggle color_info.
2528 2531
2529 2532 The color_info configuration parameter controls whether colors are
2530 2533 used for displaying object details (by things like %psource, %pfile or
2531 2534 the '?' system). This function toggles this value with each call.
2532 2535
2533 2536 Note that unless you have a fairly recent pager (less works better
2534 2537 than more) in your system, using colored object information displays
2535 2538 will not work properly. Test it and see."""
2536 2539
2537 2540 self.shell.color_info = not self.shell.color_info
2538 2541 self.magic_colors(self.shell.colors)
2539 2542 print 'Object introspection functions have now coloring:',
2540 2543 print ['OFF','ON'][int(self.shell.color_info)]
2541 2544
2542 2545 def magic_Pprint(self, parameter_s=''):
2543 2546 """Toggle pretty printing on/off."""
2544 2547
2545 2548 self.shell.pprint = 1 - self.shell.pprint
2546 2549 print 'Pretty printing has been turned', \
2547 2550 ['OFF','ON'][self.shell.pprint]
2548 2551
2549 2552 def magic_Exit(self, parameter_s=''):
2550 2553 """Exit IPython without confirmation."""
2551 2554
2552 2555 self.shell.ask_exit()
2553 2556
2554 2557 # Add aliases as magics so all common forms work: exit, quit, Exit, Quit.
2555 2558 magic_exit = magic_quit = magic_Quit = magic_Exit
2556 2559
2557 2560 #......................................................................
2558 2561 # Functions to implement unix shell-type things
2559 2562
2560 2563 @testdec.skip_doctest
2561 2564 def magic_alias(self, parameter_s = ''):
2562 2565 """Define an alias for a system command.
2563 2566
2564 2567 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2565 2568
2566 2569 Then, typing 'alias_name params' will execute the system command 'cmd
2567 2570 params' (from your underlying operating system).
2568 2571
2569 2572 Aliases have lower precedence than magic functions and Python normal
2570 2573 variables, so if 'foo' is both a Python variable and an alias, the
2571 2574 alias can not be executed until 'del foo' removes the Python variable.
2572 2575
2573 2576 You can use the %l specifier in an alias definition to represent the
2574 2577 whole line when the alias is called. For example:
2575 2578
2576 2579 In [2]: alias all echo "Input in brackets: <%l>"
2577 2580 In [3]: all hello world
2578 2581 Input in brackets: <hello world>
2579 2582
2580 2583 You can also define aliases with parameters using %s specifiers (one
2581 2584 per parameter):
2582 2585
2583 2586 In [1]: alias parts echo first %s second %s
2584 2587 In [2]: %parts A B
2585 2588 first A second B
2586 2589 In [3]: %parts A
2587 2590 Incorrect number of arguments: 2 expected.
2588 2591 parts is an alias to: 'echo first %s second %s'
2589 2592
2590 2593 Note that %l and %s are mutually exclusive. You can only use one or
2591 2594 the other in your aliases.
2592 2595
2593 2596 Aliases expand Python variables just like system calls using ! or !!
2594 2597 do: all expressions prefixed with '$' get expanded. For details of
2595 2598 the semantic rules, see PEP-215:
2596 2599 http://www.python.org/peps/pep-0215.html. This is the library used by
2597 2600 IPython for variable expansion. If you want to access a true shell
2598 2601 variable, an extra $ is necessary to prevent its expansion by IPython:
2599 2602
2600 2603 In [6]: alias show echo
2601 2604 In [7]: PATH='A Python string'
2602 2605 In [8]: show $PATH
2603 2606 A Python string
2604 2607 In [9]: show $$PATH
2605 2608 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2606 2609
2607 2610 You can use the alias facility to acess all of $PATH. See the %rehash
2608 2611 and %rehashx functions, which automatically create aliases for the
2609 2612 contents of your $PATH.
2610 2613
2611 2614 If called with no parameters, %alias prints the current alias table."""
2612 2615
2613 2616 par = parameter_s.strip()
2614 2617 if not par:
2615 2618 stored = self.db.get('stored_aliases', {} )
2616 2619 aliases = sorted(self.shell.alias_manager.aliases)
2617 2620 # for k, v in stored:
2618 2621 # atab.append(k, v[0])
2619 2622
2620 2623 print "Total number of aliases:", len(aliases)
2621 2624 return aliases
2622 2625
2623 2626 # Now try to define a new one
2624 2627 try:
2625 2628 alias,cmd = par.split(None, 1)
2626 2629 except:
2627 2630 print oinspect.getdoc(self.magic_alias)
2628 2631 else:
2629 2632 self.shell.alias_manager.soft_define_alias(alias, cmd)
2630 2633 # end magic_alias
2631 2634
2632 2635 def magic_unalias(self, parameter_s = ''):
2633 2636 """Remove an alias"""
2634 2637
2635 2638 aname = parameter_s.strip()
2636 2639 self.shell.alias_manager.undefine_alias(aname)
2637 2640 stored = self.db.get('stored_aliases', {} )
2638 2641 if aname in stored:
2639 2642 print "Removing %stored alias",aname
2640 2643 del stored[aname]
2641 2644 self.db['stored_aliases'] = stored
2642 2645
2643 2646
2644 2647 def magic_rehashx(self, parameter_s = ''):
2645 2648 """Update the alias table with all executable files in $PATH.
2646 2649
2647 2650 This version explicitly checks that every entry in $PATH is a file
2648 2651 with execute access (os.X_OK), so it is much slower than %rehash.
2649 2652
2650 2653 Under Windows, it checks executability as a match agains a
2651 2654 '|'-separated string of extensions, stored in the IPython config
2652 2655 variable win_exec_ext. This defaults to 'exe|com|bat'.
2653 2656
2654 2657 This function also resets the root module cache of module completer,
2655 2658 used on slow filesystems.
2656 2659 """
2657 2660 from IPython.core.alias import InvalidAliasError
2658 2661
2659 2662 # for the benefit of module completer in ipy_completers.py
2660 2663 del self.db['rootmodules']
2661 2664
2662 2665 path = [os.path.abspath(os.path.expanduser(p)) for p in
2663 2666 os.environ.get('PATH','').split(os.pathsep)]
2664 2667 path = filter(os.path.isdir,path)
2665 2668
2666 2669 syscmdlist = []
2667 2670 # Now define isexec in a cross platform manner.
2668 2671 if os.name == 'posix':
2669 2672 isexec = lambda fname:os.path.isfile(fname) and \
2670 2673 os.access(fname,os.X_OK)
2671 2674 else:
2672 2675 try:
2673 2676 winext = os.environ['pathext'].replace(';','|').replace('.','')
2674 2677 except KeyError:
2675 2678 winext = 'exe|com|bat|py'
2676 2679 if 'py' not in winext:
2677 2680 winext += '|py'
2678 2681 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2679 2682 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2680 2683 savedir = os.getcwd()
2681 2684
2682 2685 # Now walk the paths looking for executables to alias.
2683 2686 try:
2684 2687 # write the whole loop for posix/Windows so we don't have an if in
2685 2688 # the innermost part
2686 2689 if os.name == 'posix':
2687 2690 for pdir in path:
2688 2691 os.chdir(pdir)
2689 2692 for ff in os.listdir(pdir):
2690 2693 if isexec(ff):
2691 2694 try:
2692 2695 # Removes dots from the name since ipython
2693 2696 # will assume names with dots to be python.
2694 2697 self.shell.alias_manager.define_alias(
2695 2698 ff.replace('.',''), ff)
2696 2699 except InvalidAliasError:
2697 2700 pass
2698 2701 else:
2699 2702 syscmdlist.append(ff)
2700 2703 else:
2701 2704 no_alias = self.shell.alias_manager.no_alias
2702 2705 for pdir in path:
2703 2706 os.chdir(pdir)
2704 2707 for ff in os.listdir(pdir):
2705 2708 base, ext = os.path.splitext(ff)
2706 2709 if isexec(ff) and base.lower() not in no_alias:
2707 2710 if ext.lower() == '.exe':
2708 2711 ff = base
2709 2712 try:
2710 2713 # Removes dots from the name since ipython
2711 2714 # will assume names with dots to be python.
2712 2715 self.shell.alias_manager.define_alias(
2713 2716 base.lower().replace('.',''), ff)
2714 2717 except InvalidAliasError:
2715 2718 pass
2716 2719 syscmdlist.append(ff)
2717 2720 db = self.db
2718 2721 db['syscmdlist'] = syscmdlist
2719 2722 finally:
2720 2723 os.chdir(savedir)
2721 2724
2722 2725 def magic_pwd(self, parameter_s = ''):
2723 2726 """Return the current working directory path."""
2724 2727 return os.getcwd()
2725 2728
2726 2729 def magic_cd(self, parameter_s=''):
2727 2730 """Change the current working directory.
2728 2731
2729 2732 This command automatically maintains an internal list of directories
2730 2733 you visit during your IPython session, in the variable _dh. The
2731 2734 command %dhist shows this history nicely formatted. You can also
2732 2735 do 'cd -<tab>' to see directory history conveniently.
2733 2736
2734 2737 Usage:
2735 2738
2736 2739 cd 'dir': changes to directory 'dir'.
2737 2740
2738 2741 cd -: changes to the last visited directory.
2739 2742
2740 2743 cd -<n>: changes to the n-th directory in the directory history.
2741 2744
2742 2745 cd --foo: change to directory that matches 'foo' in history
2743 2746
2744 2747 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2745 2748 (note: cd <bookmark_name> is enough if there is no
2746 2749 directory <bookmark_name>, but a bookmark with the name exists.)
2747 2750 'cd -b <tab>' allows you to tab-complete bookmark names.
2748 2751
2749 2752 Options:
2750 2753
2751 2754 -q: quiet. Do not print the working directory after the cd command is
2752 2755 executed. By default IPython's cd command does print this directory,
2753 2756 since the default prompts do not display path information.
2754 2757
2755 2758 Note that !cd doesn't work for this purpose because the shell where
2756 2759 !command runs is immediately discarded after executing 'command'."""
2757 2760
2758 2761 parameter_s = parameter_s.strip()
2759 2762 #bkms = self.shell.persist.get("bookmarks",{})
2760 2763
2761 2764 oldcwd = os.getcwd()
2762 2765 numcd = re.match(r'(-)(\d+)$',parameter_s)
2763 2766 # jump in directory history by number
2764 2767 if numcd:
2765 2768 nn = int(numcd.group(2))
2766 2769 try:
2767 2770 ps = self.shell.user_ns['_dh'][nn]
2768 2771 except IndexError:
2769 2772 print 'The requested directory does not exist in history.'
2770 2773 return
2771 2774 else:
2772 2775 opts = {}
2773 2776 elif parameter_s.startswith('--'):
2774 2777 ps = None
2775 2778 fallback = None
2776 2779 pat = parameter_s[2:]
2777 2780 dh = self.shell.user_ns['_dh']
2778 2781 # first search only by basename (last component)
2779 2782 for ent in reversed(dh):
2780 2783 if pat in os.path.basename(ent) and os.path.isdir(ent):
2781 2784 ps = ent
2782 2785 break
2783 2786
2784 2787 if fallback is None and pat in ent and os.path.isdir(ent):
2785 2788 fallback = ent
2786 2789
2787 2790 # if we have no last part match, pick the first full path match
2788 2791 if ps is None:
2789 2792 ps = fallback
2790 2793
2791 2794 if ps is None:
2792 2795 print "No matching entry in directory history"
2793 2796 return
2794 2797 else:
2795 2798 opts = {}
2796 2799
2797 2800
2798 2801 else:
2799 2802 #turn all non-space-escaping backslashes to slashes,
2800 2803 # for c:\windows\directory\names\
2801 2804 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2802 2805 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2803 2806 # jump to previous
2804 2807 if ps == '-':
2805 2808 try:
2806 2809 ps = self.shell.user_ns['_dh'][-2]
2807 2810 except IndexError:
2808 2811 raise UsageError('%cd -: No previous directory to change to.')
2809 2812 # jump to bookmark if needed
2810 2813 else:
2811 2814 if not os.path.isdir(ps) or opts.has_key('b'):
2812 2815 bkms = self.db.get('bookmarks', {})
2813 2816
2814 2817 if bkms.has_key(ps):
2815 2818 target = bkms[ps]
2816 2819 print '(bookmark:%s) -> %s' % (ps,target)
2817 2820 ps = target
2818 2821 else:
2819 2822 if opts.has_key('b'):
2820 2823 raise UsageError("Bookmark '%s' not found. "
2821 2824 "Use '%%bookmark -l' to see your bookmarks." % ps)
2822 2825
2823 2826 # at this point ps should point to the target dir
2824 2827 if ps:
2825 2828 try:
2826 2829 os.chdir(os.path.expanduser(ps))
2827 2830 if self.shell.term_title:
2828 2831 set_term_title('IPython: ' + abbrev_cwd())
2829 2832 except OSError:
2830 2833 print sys.exc_info()[1]
2831 2834 else:
2832 2835 cwd = os.getcwd()
2833 2836 dhist = self.shell.user_ns['_dh']
2834 2837 if oldcwd != cwd:
2835 2838 dhist.append(cwd)
2836 2839 self.db['dhist'] = compress_dhist(dhist)[-100:]
2837 2840
2838 2841 else:
2839 2842 os.chdir(self.shell.home_dir)
2840 2843 if self.shell.term_title:
2841 2844 set_term_title('IPython: ' + '~')
2842 2845 cwd = os.getcwd()
2843 2846 dhist = self.shell.user_ns['_dh']
2844 2847
2845 2848 if oldcwd != cwd:
2846 2849 dhist.append(cwd)
2847 2850 self.db['dhist'] = compress_dhist(dhist)[-100:]
2848 2851 if not 'q' in opts and self.shell.user_ns['_dh']:
2849 2852 print self.shell.user_ns['_dh'][-1]
2850 2853
2851 2854
2852 2855 def magic_env(self, parameter_s=''):
2853 2856 """List environment variables."""
2854 2857
2855 2858 return os.environ.data
2856 2859
2857 2860 def magic_pushd(self, parameter_s=''):
2858 2861 """Place the current dir on stack and change directory.
2859 2862
2860 2863 Usage:\\
2861 2864 %pushd ['dirname']
2862 2865 """
2863 2866
2864 2867 dir_s = self.shell.dir_stack
2865 2868 tgt = os.path.expanduser(parameter_s)
2866 2869 cwd = os.getcwd().replace(self.home_dir,'~')
2867 2870 if tgt:
2868 2871 self.magic_cd(parameter_s)
2869 2872 dir_s.insert(0,cwd)
2870 2873 return self.magic_dirs()
2871 2874
2872 2875 def magic_popd(self, parameter_s=''):
2873 2876 """Change to directory popped off the top of the stack.
2874 2877 """
2875 2878 if not self.shell.dir_stack:
2876 2879 raise UsageError("%popd on empty stack")
2877 2880 top = self.shell.dir_stack.pop(0)
2878 2881 self.magic_cd(top)
2879 2882 print "popd ->",top
2880 2883
2881 2884 def magic_dirs(self, parameter_s=''):
2882 2885 """Return the current directory stack."""
2883 2886
2884 2887 return self.shell.dir_stack
2885 2888
2886 2889 def magic_dhist(self, parameter_s=''):
2887 2890 """Print your history of visited directories.
2888 2891
2889 2892 %dhist -> print full history\\
2890 2893 %dhist n -> print last n entries only\\
2891 2894 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2892 2895
2893 2896 This history is automatically maintained by the %cd command, and
2894 2897 always available as the global list variable _dh. You can use %cd -<n>
2895 2898 to go to directory number <n>.
2896 2899
2897 2900 Note that most of time, you should view directory history by entering
2898 2901 cd -<TAB>.
2899 2902
2900 2903 """
2901 2904
2902 2905 dh = self.shell.user_ns['_dh']
2903 2906 if parameter_s:
2904 2907 try:
2905 2908 args = map(int,parameter_s.split())
2906 2909 except:
2907 2910 self.arg_err(Magic.magic_dhist)
2908 2911 return
2909 2912 if len(args) == 1:
2910 2913 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2911 2914 elif len(args) == 2:
2912 2915 ini,fin = args
2913 2916 else:
2914 2917 self.arg_err(Magic.magic_dhist)
2915 2918 return
2916 2919 else:
2917 2920 ini,fin = 0,len(dh)
2918 2921 nlprint(dh,
2919 2922 header = 'Directory history (kept in _dh)',
2920 2923 start=ini,stop=fin)
2921 2924
2922 2925 @testdec.skip_doctest
2923 2926 def magic_sc(self, parameter_s=''):
2924 2927 """Shell capture - execute a shell command and capture its output.
2925 2928
2926 2929 DEPRECATED. Suboptimal, retained for backwards compatibility.
2927 2930
2928 2931 You should use the form 'var = !command' instead. Example:
2929 2932
2930 2933 "%sc -l myfiles = ls ~" should now be written as
2931 2934
2932 2935 "myfiles = !ls ~"
2933 2936
2934 2937 myfiles.s, myfiles.l and myfiles.n still apply as documented
2935 2938 below.
2936 2939
2937 2940 --
2938 2941 %sc [options] varname=command
2939 2942
2940 2943 IPython will run the given command using commands.getoutput(), and
2941 2944 will then update the user's interactive namespace with a variable
2942 2945 called varname, containing the value of the call. Your command can
2943 2946 contain shell wildcards, pipes, etc.
2944 2947
2945 2948 The '=' sign in the syntax is mandatory, and the variable name you
2946 2949 supply must follow Python's standard conventions for valid names.
2947 2950
2948 2951 (A special format without variable name exists for internal use)
2949 2952
2950 2953 Options:
2951 2954
2952 2955 -l: list output. Split the output on newlines into a list before
2953 2956 assigning it to the given variable. By default the output is stored
2954 2957 as a single string.
2955 2958
2956 2959 -v: verbose. Print the contents of the variable.
2957 2960
2958 2961 In most cases you should not need to split as a list, because the
2959 2962 returned value is a special type of string which can automatically
2960 2963 provide its contents either as a list (split on newlines) or as a
2961 2964 space-separated string. These are convenient, respectively, either
2962 2965 for sequential processing or to be passed to a shell command.
2963 2966
2964 2967 For example:
2965 2968
2966 2969 # all-random
2967 2970
2968 2971 # Capture into variable a
2969 2972 In [1]: sc a=ls *py
2970 2973
2971 2974 # a is a string with embedded newlines
2972 2975 In [2]: a
2973 2976 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2974 2977
2975 2978 # which can be seen as a list:
2976 2979 In [3]: a.l
2977 2980 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2978 2981
2979 2982 # or as a whitespace-separated string:
2980 2983 In [4]: a.s
2981 2984 Out[4]: 'setup.py win32_manual_post_install.py'
2982 2985
2983 2986 # a.s is useful to pass as a single command line:
2984 2987 In [5]: !wc -l $a.s
2985 2988 146 setup.py
2986 2989 130 win32_manual_post_install.py
2987 2990 276 total
2988 2991
2989 2992 # while the list form is useful to loop over:
2990 2993 In [6]: for f in a.l:
2991 2994 ...: !wc -l $f
2992 2995 ...:
2993 2996 146 setup.py
2994 2997 130 win32_manual_post_install.py
2995 2998
2996 2999 Similiarly, the lists returned by the -l option are also special, in
2997 3000 the sense that you can equally invoke the .s attribute on them to
2998 3001 automatically get a whitespace-separated string from their contents:
2999 3002
3000 3003 In [7]: sc -l b=ls *py
3001 3004
3002 3005 In [8]: b
3003 3006 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3004 3007
3005 3008 In [9]: b.s
3006 3009 Out[9]: 'setup.py win32_manual_post_install.py'
3007 3010
3008 3011 In summary, both the lists and strings used for ouptut capture have
3009 3012 the following special attributes:
3010 3013
3011 3014 .l (or .list) : value as list.
3012 3015 .n (or .nlstr): value as newline-separated string.
3013 3016 .s (or .spstr): value as space-separated string.
3014 3017 """
3015 3018
3016 3019 opts,args = self.parse_options(parameter_s,'lv')
3017 3020 # Try to get a variable name and command to run
3018 3021 try:
3019 3022 # the variable name must be obtained from the parse_options
3020 3023 # output, which uses shlex.split to strip options out.
3021 3024 var,_ = args.split('=',1)
3022 3025 var = var.strip()
3023 3026 # But the the command has to be extracted from the original input
3024 3027 # parameter_s, not on what parse_options returns, to avoid the
3025 3028 # quote stripping which shlex.split performs on it.
3026 3029 _,cmd = parameter_s.split('=',1)
3027 3030 except ValueError:
3028 3031 var,cmd = '',''
3029 3032 # If all looks ok, proceed
3030 3033 out,err = self.shell.getoutputerror(cmd)
3031 3034 if err:
3032 3035 print >> Term.cerr,err
3033 3036 if opts.has_key('l'):
3034 3037 out = SList(out.split('\n'))
3035 3038 else:
3036 3039 out = LSString(out)
3037 3040 if opts.has_key('v'):
3038 3041 print '%s ==\n%s' % (var,pformat(out))
3039 3042 if var:
3040 3043 self.shell.user_ns.update({var:out})
3041 3044 else:
3042 3045 return out
3043 3046
3044 3047 def magic_sx(self, parameter_s=''):
3045 3048 """Shell execute - run a shell command and capture its output.
3046 3049
3047 3050 %sx command
3048 3051
3049 3052 IPython will run the given command using commands.getoutput(), and
3050 3053 return the result formatted as a list (split on '\\n'). Since the
3051 3054 output is _returned_, it will be stored in ipython's regular output
3052 3055 cache Out[N] and in the '_N' automatic variables.
3053 3056
3054 3057 Notes:
3055 3058
3056 3059 1) If an input line begins with '!!', then %sx is automatically
3057 3060 invoked. That is, while:
3058 3061 !ls
3059 3062 causes ipython to simply issue system('ls'), typing
3060 3063 !!ls
3061 3064 is a shorthand equivalent to:
3062 3065 %sx ls
3063 3066
3064 3067 2) %sx differs from %sc in that %sx automatically splits into a list,
3065 3068 like '%sc -l'. The reason for this is to make it as easy as possible
3066 3069 to process line-oriented shell output via further python commands.
3067 3070 %sc is meant to provide much finer control, but requires more
3068 3071 typing.
3069 3072
3070 3073 3) Just like %sc -l, this is a list with special attributes:
3071 3074
3072 3075 .l (or .list) : value as list.
3073 3076 .n (or .nlstr): value as newline-separated string.
3074 3077 .s (or .spstr): value as whitespace-separated string.
3075 3078
3076 3079 This is very useful when trying to use such lists as arguments to
3077 3080 system commands."""
3078 3081
3079 3082 if parameter_s:
3080 3083 out,err = self.shell.getoutputerror(parameter_s)
3081 3084 if err:
3082 3085 print >> Term.cerr,err
3083 3086 return SList(out.split('\n'))
3084 3087
3085 3088 def magic_bg(self, parameter_s=''):
3086 3089 """Run a job in the background, in a separate thread.
3087 3090
3088 3091 For example,
3089 3092
3090 3093 %bg myfunc(x,y,z=1)
3091 3094
3092 3095 will execute 'myfunc(x,y,z=1)' in a background thread. As soon as the
3093 3096 execution starts, a message will be printed indicating the job
3094 3097 number. If your job number is 5, you can use
3095 3098
3096 3099 myvar = jobs.result(5) or myvar = jobs[5].result
3097 3100
3098 3101 to assign this result to variable 'myvar'.
3099 3102
3100 3103 IPython has a job manager, accessible via the 'jobs' object. You can
3101 3104 type jobs? to get more information about it, and use jobs.<TAB> to see
3102 3105 its attributes. All attributes not starting with an underscore are
3103 3106 meant for public use.
3104 3107
3105 3108 In particular, look at the jobs.new() method, which is used to create
3106 3109 new jobs. This magic %bg function is just a convenience wrapper
3107 3110 around jobs.new(), for expression-based jobs. If you want to create a
3108 3111 new job with an explicit function object and arguments, you must call
3109 3112 jobs.new() directly.
3110 3113
3111 3114 The jobs.new docstring also describes in detail several important
3112 3115 caveats associated with a thread-based model for background job
3113 3116 execution. Type jobs.new? for details.
3114 3117
3115 3118 You can check the status of all jobs with jobs.status().
3116 3119
3117 3120 The jobs variable is set by IPython into the Python builtin namespace.
3118 3121 If you ever declare a variable named 'jobs', you will shadow this
3119 3122 name. You can either delete your global jobs variable to regain
3120 3123 access to the job manager, or make a new name and assign it manually
3121 3124 to the manager (stored in IPython's namespace). For example, to
3122 3125 assign the job manager to the Jobs name, use:
3123 3126
3124 3127 Jobs = __builtins__.jobs"""
3125 3128
3126 3129 self.shell.jobs.new(parameter_s,self.shell.user_ns)
3127 3130
3128 3131 def magic_r(self, parameter_s=''):
3129 3132 """Repeat previous input.
3130 3133
3131 3134 Note: Consider using the more powerfull %rep instead!
3132 3135
3133 3136 If given an argument, repeats the previous command which starts with
3134 3137 the same string, otherwise it just repeats the previous input.
3135 3138
3136 3139 Shell escaped commands (with ! as first character) are not recognized
3137 3140 by this system, only pure python code and magic commands.
3138 3141 """
3139 3142
3140 3143 start = parameter_s.strip()
3141 3144 esc_magic = ESC_MAGIC
3142 3145 # Identify magic commands even if automagic is on (which means
3143 3146 # the in-memory version is different from that typed by the user).
3144 3147 if self.shell.automagic:
3145 3148 start_magic = esc_magic+start
3146 3149 else:
3147 3150 start_magic = start
3148 3151 # Look through the input history in reverse
3149 3152 for n in range(len(self.shell.input_hist)-2,0,-1):
3150 3153 input = self.shell.input_hist[n]
3151 3154 # skip plain 'r' lines so we don't recurse to infinity
3152 3155 if input != '_ip.magic("r")\n' and \
3153 3156 (input.startswith(start) or input.startswith(start_magic)):
3154 3157 #print 'match',`input` # dbg
3155 3158 print 'Executing:',input,
3156 3159 self.shell.runlines(input)
3157 3160 return
3158 3161 print 'No previous input matching `%s` found.' % start
3159 3162
3160 3163
3161 3164 def magic_bookmark(self, parameter_s=''):
3162 3165 """Manage IPython's bookmark system.
3163 3166
3164 3167 %bookmark <name> - set bookmark to current dir
3165 3168 %bookmark <name> <dir> - set bookmark to <dir>
3166 3169 %bookmark -l - list all bookmarks
3167 3170 %bookmark -d <name> - remove bookmark
3168 3171 %bookmark -r - remove all bookmarks
3169 3172
3170 3173 You can later on access a bookmarked folder with:
3171 3174 %cd -b <name>
3172 3175 or simply '%cd <name>' if there is no directory called <name> AND
3173 3176 there is such a bookmark defined.
3174 3177
3175 3178 Your bookmarks persist through IPython sessions, but they are
3176 3179 associated with each profile."""
3177 3180
3178 3181 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3179 3182 if len(args) > 2:
3180 3183 raise UsageError("%bookmark: too many arguments")
3181 3184
3182 3185 bkms = self.db.get('bookmarks',{})
3183 3186
3184 3187 if opts.has_key('d'):
3185 3188 try:
3186 3189 todel = args[0]
3187 3190 except IndexError:
3188 3191 raise UsageError(
3189 3192 "%bookmark -d: must provide a bookmark to delete")
3190 3193 else:
3191 3194 try:
3192 3195 del bkms[todel]
3193 3196 except KeyError:
3194 3197 raise UsageError(
3195 3198 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3196 3199
3197 3200 elif opts.has_key('r'):
3198 3201 bkms = {}
3199 3202 elif opts.has_key('l'):
3200 3203 bks = bkms.keys()
3201 3204 bks.sort()
3202 3205 if bks:
3203 3206 size = max(map(len,bks))
3204 3207 else:
3205 3208 size = 0
3206 3209 fmt = '%-'+str(size)+'s -> %s'
3207 3210 print 'Current bookmarks:'
3208 3211 for bk in bks:
3209 3212 print fmt % (bk,bkms[bk])
3210 3213 else:
3211 3214 if not args:
3212 3215 raise UsageError("%bookmark: You must specify the bookmark name")
3213 3216 elif len(args)==1:
3214 3217 bkms[args[0]] = os.getcwd()
3215 3218 elif len(args)==2:
3216 3219 bkms[args[0]] = args[1]
3217 3220 self.db['bookmarks'] = bkms
3218 3221
3219 3222 def magic_pycat(self, parameter_s=''):
3220 3223 """Show a syntax-highlighted file through a pager.
3221 3224
3222 3225 This magic is similar to the cat utility, but it will assume the file
3223 3226 to be Python source and will show it with syntax highlighting. """
3224 3227
3225 3228 try:
3226 3229 filename = get_py_filename(parameter_s)
3227 3230 cont = file_read(filename)
3228 3231 except IOError:
3229 3232 try:
3230 3233 cont = eval(parameter_s,self.user_ns)
3231 3234 except NameError:
3232 3235 cont = None
3233 3236 if cont is None:
3234 3237 print "Error: no such file or variable"
3235 3238 return
3236 3239
3237 3240 page(self.shell.pycolorize(cont),
3238 3241 screen_lines=self.shell.usable_screen_length)
3239 3242
3240 3243 def _rerun_pasted(self):
3241 3244 """ Rerun a previously pasted command.
3242 3245 """
3243 3246 b = self.user_ns.get('pasted_block', None)
3244 3247 if b is None:
3245 3248 raise UsageError('No previous pasted block available')
3246 3249 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3247 3250 exec b in self.user_ns
3248 3251
3249 3252 def _get_pasted_lines(self, sentinel):
3250 3253 """ Yield pasted lines until the user enters the given sentinel value.
3251 3254 """
3252 3255 from IPython.core import iplib
3253 3256 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3254 3257 while True:
3255 3258 l = iplib.raw_input_original(':')
3256 3259 if l == sentinel:
3257 3260 return
3258 3261 else:
3259 3262 yield l
3260 3263
3261 3264 def _strip_pasted_lines_for_code(self, raw_lines):
3262 3265 """ Strip non-code parts of a sequence of lines to return a block of
3263 3266 code.
3264 3267 """
3265 3268 # Regular expressions that declare text we strip from the input:
3266 3269 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3267 3270 r'^\s*(\s?>)+', # Python input prompt
3268 3271 r'^\s*\.{3,}', # Continuation prompts
3269 3272 r'^\++',
3270 3273 ]
3271 3274
3272 3275 strip_from_start = map(re.compile,strip_re)
3273 3276
3274 3277 lines = []
3275 3278 for l in raw_lines:
3276 3279 for pat in strip_from_start:
3277 3280 l = pat.sub('',l)
3278 3281 lines.append(l)
3279 3282
3280 3283 block = "\n".join(lines) + '\n'
3281 3284 #print "block:\n",block
3282 3285 return block
3283 3286
3284 3287 def _execute_block(self, block, par):
3285 3288 """ Execute a block, or store it in a variable, per the user's request.
3286 3289 """
3287 3290 if not par:
3288 3291 b = textwrap.dedent(block)
3289 3292 self.user_ns['pasted_block'] = b
3290 3293 exec b in self.user_ns
3291 3294 else:
3292 3295 self.user_ns[par] = SList(block.splitlines())
3293 3296 print "Block assigned to '%s'" % par
3294 3297
3295 3298 def magic_cpaste(self, parameter_s=''):
3296 3299 """Allows you to paste & execute a pre-formatted code block from clipboard.
3297 3300
3298 3301 You must terminate the block with '--' (two minus-signs) alone on the
3299 3302 line. You can also provide your own sentinel with '%paste -s %%' ('%%'
3300 3303 is the new sentinel for this operation)
3301 3304
3302 3305 The block is dedented prior to execution to enable execution of method
3303 3306 definitions. '>' and '+' characters at the beginning of a line are
3304 3307 ignored, to allow pasting directly from e-mails, diff files and
3305 3308 doctests (the '...' continuation prompt is also stripped). The
3306 3309 executed block is also assigned to variable named 'pasted_block' for
3307 3310 later editing with '%edit pasted_block'.
3308 3311
3309 3312 You can also pass a variable name as an argument, e.g. '%cpaste foo'.
3310 3313 This assigns the pasted block to variable 'foo' as string, without
3311 3314 dedenting or executing it (preceding >>> and + is still stripped)
3312 3315
3313 3316 '%cpaste -r' re-executes the block previously entered by cpaste.
3314 3317
3315 3318 Do not be alarmed by garbled output on Windows (it's a readline bug).
3316 3319 Just press enter and type -- (and press enter again) and the block
3317 3320 will be what was just pasted.
3318 3321
3319 3322 IPython statements (magics, shell escapes) are not supported (yet).
3320 3323
3321 3324 See also
3322 3325 --------
3323 3326 paste: automatically pull code from clipboard.
3324 3327 """
3325 3328
3326 3329 opts,args = self.parse_options(parameter_s,'rs:',mode='string')
3327 3330 par = args.strip()
3328 3331 if opts.has_key('r'):
3329 3332 self._rerun_pasted()
3330 3333 return
3331 3334
3332 3335 sentinel = opts.get('s','--')
3333 3336
3334 3337 block = self._strip_pasted_lines_for_code(
3335 3338 self._get_pasted_lines(sentinel))
3336 3339
3337 3340 self._execute_block(block, par)
3338 3341
3339 3342 def magic_paste(self, parameter_s=''):
3340 3343 """Allows you to paste & execute a pre-formatted code block from clipboard.
3341 3344
3342 3345 The text is pulled directly from the clipboard without user
3343 3346 intervention and printed back on the screen before execution (unless
3344 3347 the -q flag is given to force quiet mode).
3345 3348
3346 3349 The block is dedented prior to execution to enable execution of method
3347 3350 definitions. '>' and '+' characters at the beginning of a line are
3348 3351 ignored, to allow pasting directly from e-mails, diff files and
3349 3352 doctests (the '...' continuation prompt is also stripped). The
3350 3353 executed block is also assigned to variable named 'pasted_block' for
3351 3354 later editing with '%edit pasted_block'.
3352 3355
3353 3356 You can also pass a variable name as an argument, e.g. '%paste foo'.
3354 3357 This assigns the pasted block to variable 'foo' as string, without
3355 3358 dedenting or executing it (preceding >>> and + is still stripped)
3356 3359
3357 3360 Options
3358 3361 -------
3359 3362
3360 3363 -r: re-executes the block previously entered by cpaste.
3361 3364
3362 3365 -q: quiet mode: do not echo the pasted text back to the terminal.
3363 3366
3364 3367 IPython statements (magics, shell escapes) are not supported (yet).
3365 3368
3366 3369 See also
3367 3370 --------
3368 3371 cpaste: manually paste code into terminal until you mark its end.
3369 3372 """
3370 3373 opts,args = self.parse_options(parameter_s,'rq',mode='string')
3371 3374 par = args.strip()
3372 3375 if opts.has_key('r'):
3373 3376 self._rerun_pasted()
3374 3377 return
3375 3378
3376 3379 text = self.shell.hooks.clipboard_get()
3377 3380 block = self._strip_pasted_lines_for_code(text.splitlines())
3378 3381
3379 3382 # By default, echo back to terminal unless quiet mode is requested
3380 3383 if not opts.has_key('q'):
3381 3384 write = self.shell.write
3382 3385 write(self.shell.pycolorize(block))
3383 3386 if not block.endswith('\n'):
3384 3387 write('\n')
3385 3388 write("## -- End pasted text --\n")
3386 3389
3387 3390 self._execute_block(block, par)
3388 3391
3389 3392 def magic_quickref(self,arg):
3390 3393 """ Show a quick reference sheet """
3391 3394 import IPython.core.usage
3392 3395 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3393 3396
3394 3397 page(qr)
3395 3398
3396 3399 def magic_doctest_mode(self,parameter_s=''):
3397 3400 """Toggle doctest mode on and off.
3398 3401
3399 3402 This mode allows you to toggle the prompt behavior between normal
3400 3403 IPython prompts and ones that are as similar to the default IPython
3401 3404 interpreter as possible.
3402 3405
3403 3406 It also supports the pasting of code snippets that have leading '>>>'
3404 3407 and '...' prompts in them. This means that you can paste doctests from
3405 3408 files or docstrings (even if they have leading whitespace), and the
3406 3409 code will execute correctly. You can then use '%history -tn' to see
3407 3410 the translated history without line numbers; this will give you the
3408 3411 input after removal of all the leading prompts and whitespace, which
3409 3412 can be pasted back into an editor.
3410 3413
3411 3414 With these features, you can switch into this mode easily whenever you
3412 3415 need to do testing and changes to doctests, without having to leave
3413 3416 your existing IPython session.
3414 3417 """
3415 3418
3416 3419 from IPython.utils.ipstruct import Struct
3417 3420
3418 3421 # Shorthands
3419 3422 shell = self.shell
3420 3423 oc = shell.outputcache
3421 3424 meta = shell.meta
3422 3425 # dstore is a data store kept in the instance metadata bag to track any
3423 3426 # changes we make, so we can undo them later.
3424 3427 dstore = meta.setdefault('doctest_mode',Struct())
3425 3428 save_dstore = dstore.setdefault
3426 3429
3427 3430 # save a few values we'll need to recover later
3428 3431 mode = save_dstore('mode',False)
3429 3432 save_dstore('rc_pprint',shell.pprint)
3430 3433 save_dstore('xmode',shell.InteractiveTB.mode)
3431 3434 save_dstore('rc_separate_out',shell.separate_out)
3432 3435 save_dstore('rc_separate_out2',shell.separate_out2)
3433 3436 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3434 3437 save_dstore('rc_separate_in',shell.separate_in)
3435 3438
3436 3439 if mode == False:
3437 3440 # turn on
3438 3441 oc.prompt1.p_template = '>>> '
3439 3442 oc.prompt2.p_template = '... '
3440 3443 oc.prompt_out.p_template = ''
3441 3444
3442 3445 # Prompt separators like plain python
3443 3446 oc.input_sep = oc.prompt1.sep = ''
3444 3447 oc.output_sep = ''
3445 3448 oc.output_sep2 = ''
3446 3449
3447 3450 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3448 3451 oc.prompt_out.pad_left = False
3449 3452
3450 3453 shell.pprint = False
3451 3454
3452 3455 shell.magic_xmode('Plain')
3453 3456
3454 3457 else:
3455 3458 # turn off
3456 3459 oc.prompt1.p_template = shell.prompt_in1
3457 3460 oc.prompt2.p_template = shell.prompt_in2
3458 3461 oc.prompt_out.p_template = shell.prompt_out
3459 3462
3460 3463 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3461 3464
3462 3465 oc.output_sep = dstore.rc_separate_out
3463 3466 oc.output_sep2 = dstore.rc_separate_out2
3464 3467
3465 3468 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3466 3469 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3467 3470
3468 3471 shell.pprint = dstore.rc_pprint
3469 3472
3470 3473 shell.magic_xmode(dstore.xmode)
3471 3474
3472 3475 # Store new mode and inform
3473 3476 dstore.mode = bool(1-int(mode))
3474 3477 print 'Doctest mode is:',
3475 3478 print ['OFF','ON'][dstore.mode]
3476 3479
3477 3480 def magic_gui(self, parameter_s=''):
3478 3481 """Enable or disable IPython GUI event loop integration.
3479 3482
3480 3483 %gui [-a] [GUINAME]
3481 3484
3482 3485 This magic replaces IPython's threaded shells that were activated
3483 3486 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3484 3487 can now be enabled, disabled and swtiched at runtime and keyboard
3485 3488 interrupts should work without any problems. The following toolkits
3486 3489 are supported: wxPython, PyQt4, PyGTK, and Tk::
3487 3490
3488 3491 %gui wx # enable wxPython event loop integration
3489 3492 %gui qt4|qt # enable PyQt4 event loop integration
3490 3493 %gui gtk # enable PyGTK event loop integration
3491 3494 %gui tk # enable Tk event loop integration
3492 3495 %gui # disable all event loop integration
3493 3496
3494 3497 WARNING: after any of these has been called you can simply create
3495 3498 an application object, but DO NOT start the event loop yourself, as
3496 3499 we have already handled that.
3497 3500
3498 3501 If you want us to create an appropriate application object add the
3499 3502 "-a" flag to your command::
3500 3503
3501 3504 %gui -a wx
3502 3505
3503 3506 This is highly recommended for most users.
3504 3507 """
3505 3508 opts, arg = self.parse_options(parameter_s,'a')
3506 3509 if arg=='': arg = None
3507 3510 return enable_gui(arg, 'a' in opts)
3508 3511
3509 3512 def magic_load_ext(self, module_str):
3510 3513 """Load an IPython extension by its module name."""
3511 3514 return self.load_extension(module_str)
3512 3515
3513 3516 def magic_unload_ext(self, module_str):
3514 3517 """Unload an IPython extension by its module name."""
3515 3518 self.unload_extension(module_str)
3516 3519
3517 3520 def magic_reload_ext(self, module_str):
3518 3521 """Reload an IPython extension by its module name."""
3519 3522 self.reload_extension(module_str)
3520 3523
3521 3524 @testdec.skip_doctest
3522 3525 def magic_install_profiles(self, s):
3523 3526 """Install the default IPython profiles into the .ipython dir.
3524 3527
3525 3528 If the default profiles have already been installed, they will not
3526 3529 be overwritten. You can force overwriting them by using the ``-o``
3527 3530 option::
3528 3531
3529 3532 In [1]: %install_profiles -o
3530 3533 """
3531 3534 if '-o' in s:
3532 3535 overwrite = True
3533 3536 else:
3534 3537 overwrite = False
3535 3538 from IPython.config import profile
3536 3539 profile_dir = os.path.split(profile.__file__)[0]
3537 3540 ipython_dir = self.ipython_dir
3538 3541 files = os.listdir(profile_dir)
3539 3542
3540 3543 to_install = []
3541 3544 for f in files:
3542 3545 if f.startswith('ipython_config'):
3543 3546 src = os.path.join(profile_dir, f)
3544 3547 dst = os.path.join(ipython_dir, f)
3545 3548 if (not os.path.isfile(dst)) or overwrite:
3546 3549 to_install.append((f, src, dst))
3547 3550 if len(to_install)>0:
3548 3551 print "Installing profiles to: ", ipython_dir
3549 3552 for (f, src, dst) in to_install:
3550 3553 shutil.copy(src, dst)
3551 3554 print " %s" % f
3552 3555
3553 3556 def magic_install_default_config(self, s):
3554 3557 """Install IPython's default config file into the .ipython dir.
3555 3558
3556 3559 If the default config file (:file:`ipython_config.py`) is already
3557 3560 installed, it will not be overwritten. You can force overwriting
3558 3561 by using the ``-o`` option::
3559 3562
3560 3563 In [1]: %install_default_config
3561 3564 """
3562 3565 if '-o' in s:
3563 3566 overwrite = True
3564 3567 else:
3565 3568 overwrite = False
3566 3569 from IPython.config import default
3567 3570 config_dir = os.path.split(default.__file__)[0]
3568 3571 ipython_dir = self.ipython_dir
3569 3572 default_config_file_name = 'ipython_config.py'
3570 3573 src = os.path.join(config_dir, default_config_file_name)
3571 3574 dst = os.path.join(ipython_dir, default_config_file_name)
3572 3575 if (not os.path.isfile(dst)) or overwrite:
3573 3576 shutil.copy(src, dst)
3574 3577 print "Installing default config file: %s" % dst
3575 3578
3576 3579 # Pylab support: simple wrappers that activate pylab, load gui input
3577 3580 # handling and modify slightly %run
3578 3581
3579 3582 @testdec.skip_doctest
3580 3583 def _pylab_magic_run(self, parameter_s=''):
3581 3584 Magic.magic_run(self, parameter_s,
3582 3585 runner=mpl_runner(self.shell.safe_execfile))
3583 3586
3584 3587 _pylab_magic_run.__doc__ = magic_run.__doc__
3585 3588
3586 3589 @testdec.skip_doctest
3587 3590 def magic_pylab(self, s):
3588 3591 """Load numpy and matplotlib to work interactively.
3589 3592
3590 3593 %pylab [GUINAME]
3591 3594
3592 3595 This function lets you activate pylab (matplotlib, numpy and
3593 3596 interactive support) at any point during an IPython session.
3594 3597
3595 3598 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3596 3599 pylab and mlab, as well as all names from numpy and pylab.
3597 3600
3598 3601 Parameters
3599 3602 ----------
3600 3603 guiname : optional
3601 3604 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk' or
3602 3605 'tk'). If given, the corresponding Matplotlib backend is used,
3603 3606 otherwise matplotlib's default (which you can override in your
3604 3607 matplotlib config file) is used.
3605 3608
3606 3609 Examples
3607 3610 --------
3608 3611 In this case, where the MPL default is TkAgg:
3609 3612 In [2]: %pylab
3610 3613
3611 3614 Welcome to pylab, a matplotlib-based Python environment.
3612 3615 Backend in use: TkAgg
3613 3616 For more information, type 'help(pylab)'.
3614 3617
3615 3618 But you can explicitly request a different backend:
3616 3619 In [3]: %pylab qt
3617 3620
3618 3621 Welcome to pylab, a matplotlib-based Python environment.
3619 3622 Backend in use: Qt4Agg
3620 3623 For more information, type 'help(pylab)'.
3621 3624 """
3622 3625 self.shell.enable_pylab(s)
3623 3626
3624 3627 def magic_tb(self, s):
3625 3628 """Print the last traceback with the currently active exception mode.
3626 3629
3627 3630 See %xmode for changing exception reporting modes."""
3628 3631 self.shell.showtraceback()
3629 3632
3630 3633 # end Magic
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