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Partial fix for extra reference holding bug. Not complete yet.
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1 1 # -*- coding: utf-8 -*-
2 2 """Magic functions for InteractiveShell.
3 3
4 4 $Id: Magic.py 2996 2008-01-30 06:31:39Z fperez $"""
5 5
6 6 #*****************************************************************************
7 7 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
8 8 # Copyright (C) 2001-2006 Fernando Perez <fperez@colorado.edu>
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 # Modules and globals
16 16
17 17 from IPython import Release
18 18 __author__ = '%s <%s>\n%s <%s>' % \
19 19 ( Release.authors['Janko'] + Release.authors['Fernando'] )
20 20 __license__ = Release.license
21 21
22 22 # Python standard modules
23 23 import __builtin__
24 24 import bdb
25 25 import inspect
26 26 import os
27 27 import pdb
28 28 import pydoc
29 29 import sys
30 30 import re
31 31 import tempfile
32 32 import time
33 33 import cPickle as pickle
34 34 import textwrap
35 35 from cStringIO import StringIO
36 36 from getopt import getopt,GetoptError
37 37 from pprint import pprint, pformat
38 38 from sets import Set
39 39
40 40 # cProfile was added in Python2.5
41 41 try:
42 42 import cProfile as profile
43 43 import pstats
44 44 except ImportError:
45 45 # profile isn't bundled by default in Debian for license reasons
46 46 try:
47 47 import profile,pstats
48 48 except ImportError:
49 49 profile = pstats = None
50 50
51 51 # Homebrewed
52 52 import IPython
53 53 from IPython import Debugger, OInspect, wildcard
54 54 from IPython.FakeModule import FakeModule
55 55 from IPython.Itpl import Itpl, itpl, printpl,itplns
56 56 from IPython.PyColorize import Parser
57 57 from IPython.ipstruct import Struct
58 58 from IPython.macro import Macro
59 59 from IPython.genutils import *
60 60 from IPython import platutils
61 61 import IPython.generics
62 62 import IPython.ipapi
63 63 from IPython.ipapi import UsageError
64 64 #***************************************************************************
65 65 # Utility functions
66 66 def on_off(tag):
67 67 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
68 68 return ['OFF','ON'][tag]
69 69
70 70 class Bunch: pass
71 71
72 72 def compress_dhist(dh):
73 73 head, tail = dh[:-10], dh[-10:]
74 74
75 75 newhead = []
76 76 done = Set()
77 77 for h in head:
78 78 if h in done:
79 79 continue
80 80 newhead.append(h)
81 81 done.add(h)
82 82
83 83 return newhead + tail
84 84
85 85
86 86 #***************************************************************************
87 87 # Main class implementing Magic functionality
88 88 class Magic:
89 89 """Magic functions for InteractiveShell.
90 90
91 91 Shell functions which can be reached as %function_name. All magic
92 92 functions should accept a string, which they can parse for their own
93 93 needs. This can make some functions easier to type, eg `%cd ../`
94 94 vs. `%cd("../")`
95 95
96 96 ALL definitions MUST begin with the prefix magic_. The user won't need it
97 97 at the command line, but it is is needed in the definition. """
98 98
99 99 # class globals
100 100 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
101 101 'Automagic is ON, % prefix NOT needed for magic functions.']
102 102
103 103 #......................................................................
104 104 # some utility functions
105 105
106 106 def __init__(self,shell):
107 107
108 108 self.options_table = {}
109 109 if profile is None:
110 110 self.magic_prun = self.profile_missing_notice
111 111 self.shell = shell
112 112
113 113 # namespace for holding state we may need
114 114 self._magic_state = Bunch()
115 115
116 116 def profile_missing_notice(self, *args, **kwargs):
117 117 error("""\
118 118 The profile module could not be found. It has been removed from the standard
119 119 python packages because of its non-free license. To use profiling, install the
120 120 python-profiler package from non-free.""")
121 121
122 122 def default_option(self,fn,optstr):
123 123 """Make an entry in the options_table for fn, with value optstr"""
124 124
125 125 if fn not in self.lsmagic():
126 126 error("%s is not a magic function" % fn)
127 127 self.options_table[fn] = optstr
128 128
129 129 def lsmagic(self):
130 130 """Return a list of currently available magic functions.
131 131
132 132 Gives a list of the bare names after mangling (['ls','cd', ...], not
133 133 ['magic_ls','magic_cd',...]"""
134 134
135 135 # FIXME. This needs a cleanup, in the way the magics list is built.
136 136
137 137 # magics in class definition
138 138 class_magic = lambda fn: fn.startswith('magic_') and \
139 139 callable(Magic.__dict__[fn])
140 140 # in instance namespace (run-time user additions)
141 141 inst_magic = lambda fn: fn.startswith('magic_') and \
142 142 callable(self.__dict__[fn])
143 143 # and bound magics by user (so they can access self):
144 144 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
145 145 callable(self.__class__.__dict__[fn])
146 146 magics = filter(class_magic,Magic.__dict__.keys()) + \
147 147 filter(inst_magic,self.__dict__.keys()) + \
148 148 filter(inst_bound_magic,self.__class__.__dict__.keys())
149 149 out = []
150 150 for fn in Set(magics):
151 151 out.append(fn.replace('magic_','',1))
152 152 out.sort()
153 153 return out
154 154
155 155 def extract_input_slices(self,slices,raw=False):
156 156 """Return as a string a set of input history slices.
157 157
158 158 Inputs:
159 159
160 160 - slices: the set of slices is given as a list of strings (like
161 161 ['1','4:8','9'], since this function is for use by magic functions
162 162 which get their arguments as strings.
163 163
164 164 Optional inputs:
165 165
166 166 - raw(False): by default, the processed input is used. If this is
167 167 true, the raw input history is used instead.
168 168
169 169 Note that slices can be called with two notations:
170 170
171 171 N:M -> standard python form, means including items N...(M-1).
172 172
173 173 N-M -> include items N..M (closed endpoint)."""
174 174
175 175 if raw:
176 176 hist = self.shell.input_hist_raw
177 177 else:
178 178 hist = self.shell.input_hist
179 179
180 180 cmds = []
181 181 for chunk in slices:
182 182 if ':' in chunk:
183 183 ini,fin = map(int,chunk.split(':'))
184 184 elif '-' in chunk:
185 185 ini,fin = map(int,chunk.split('-'))
186 186 fin += 1
187 187 else:
188 188 ini = int(chunk)
189 189 fin = ini+1
190 190 cmds.append(hist[ini:fin])
191 191 return cmds
192 192
193 193 def _ofind(self, oname, namespaces=None):
194 194 """Find an object in the available namespaces.
195 195
196 196 self._ofind(oname) -> dict with keys: found,obj,ospace,ismagic
197 197
198 198 Has special code to detect magic functions.
199 199 """
200 200
201 201 oname = oname.strip()
202 202
203 203 alias_ns = None
204 204 if namespaces is None:
205 205 # Namespaces to search in:
206 206 # Put them in a list. The order is important so that we
207 207 # find things in the same order that Python finds them.
208 208 namespaces = [ ('Interactive', self.shell.user_ns),
209 209 ('IPython internal', self.shell.internal_ns),
210 210 ('Python builtin', __builtin__.__dict__),
211 211 ('Alias', self.shell.alias_table),
212 212 ]
213 213 alias_ns = self.shell.alias_table
214 214
215 215 # initialize results to 'null'
216 216 found = 0; obj = None; ospace = None; ds = None;
217 217 ismagic = 0; isalias = 0; parent = None
218 218
219 219 # Look for the given name by splitting it in parts. If the head is
220 220 # found, then we look for all the remaining parts as members, and only
221 221 # declare success if we can find them all.
222 222 oname_parts = oname.split('.')
223 223 oname_head, oname_rest = oname_parts[0],oname_parts[1:]
224 224 for nsname,ns in namespaces:
225 225 try:
226 226 obj = ns[oname_head]
227 227 except KeyError:
228 228 continue
229 229 else:
230 230 #print 'oname_rest:', oname_rest # dbg
231 231 for part in oname_rest:
232 232 try:
233 233 parent = obj
234 234 obj = getattr(obj,part)
235 235 except:
236 236 # Blanket except b/c some badly implemented objects
237 237 # allow __getattr__ to raise exceptions other than
238 238 # AttributeError, which then crashes IPython.
239 239 break
240 240 else:
241 241 # If we finish the for loop (no break), we got all members
242 242 found = 1
243 243 ospace = nsname
244 244 if ns == alias_ns:
245 245 isalias = 1
246 246 break # namespace loop
247 247
248 248 # Try to see if it's magic
249 249 if not found:
250 250 if oname.startswith(self.shell.ESC_MAGIC):
251 251 oname = oname[1:]
252 252 obj = getattr(self,'magic_'+oname,None)
253 253 if obj is not None:
254 254 found = 1
255 255 ospace = 'IPython internal'
256 256 ismagic = 1
257 257
258 258 # Last try: special-case some literals like '', [], {}, etc:
259 259 if not found and oname_head in ["''",'""','[]','{}','()']:
260 260 obj = eval(oname_head)
261 261 found = 1
262 262 ospace = 'Interactive'
263 263
264 264 return {'found':found, 'obj':obj, 'namespace':ospace,
265 265 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
266 266
267 267 def arg_err(self,func):
268 268 """Print docstring if incorrect arguments were passed"""
269 269 print 'Error in arguments:'
270 270 print OInspect.getdoc(func)
271 271
272 272 def format_latex(self,strng):
273 273 """Format a string for latex inclusion."""
274 274
275 275 # Characters that need to be escaped for latex:
276 276 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
277 277 # Magic command names as headers:
278 278 cmd_name_re = re.compile(r'^(%s.*?):' % self.shell.ESC_MAGIC,
279 279 re.MULTILINE)
280 280 # Magic commands
281 281 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % self.shell.ESC_MAGIC,
282 282 re.MULTILINE)
283 283 # Paragraph continue
284 284 par_re = re.compile(r'\\$',re.MULTILINE)
285 285
286 286 # The "\n" symbol
287 287 newline_re = re.compile(r'\\n')
288 288
289 289 # Now build the string for output:
290 290 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
291 291 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
292 292 strng)
293 293 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
294 294 strng = par_re.sub(r'\\\\',strng)
295 295 strng = escape_re.sub(r'\\\1',strng)
296 296 strng = newline_re.sub(r'\\textbackslash{}n',strng)
297 297 return strng
298 298
299 299 def format_screen(self,strng):
300 300 """Format a string for screen printing.
301 301
302 302 This removes some latex-type format codes."""
303 303 # Paragraph continue
304 304 par_re = re.compile(r'\\$',re.MULTILINE)
305 305 strng = par_re.sub('',strng)
306 306 return strng
307 307
308 308 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
309 309 """Parse options passed to an argument string.
310 310
311 311 The interface is similar to that of getopt(), but it returns back a
312 312 Struct with the options as keys and the stripped argument string still
313 313 as a string.
314 314
315 315 arg_str is quoted as a true sys.argv vector by using shlex.split.
316 316 This allows us to easily expand variables, glob files, quote
317 317 arguments, etc.
318 318
319 319 Options:
320 320 -mode: default 'string'. If given as 'list', the argument string is
321 321 returned as a list (split on whitespace) instead of a string.
322 322
323 323 -list_all: put all option values in lists. Normally only options
324 324 appearing more than once are put in a list.
325 325
326 326 -posix (True): whether to split the input line in POSIX mode or not,
327 327 as per the conventions outlined in the shlex module from the
328 328 standard library."""
329 329
330 330 # inject default options at the beginning of the input line
331 331 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
332 332 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
333 333
334 334 mode = kw.get('mode','string')
335 335 if mode not in ['string','list']:
336 336 raise ValueError,'incorrect mode given: %s' % mode
337 337 # Get options
338 338 list_all = kw.get('list_all',0)
339 339 posix = kw.get('posix',True)
340 340
341 341 # Check if we have more than one argument to warrant extra processing:
342 342 odict = {} # Dictionary with options
343 343 args = arg_str.split()
344 344 if len(args) >= 1:
345 345 # If the list of inputs only has 0 or 1 thing in it, there's no
346 346 # need to look for options
347 347 argv = arg_split(arg_str,posix)
348 348 # Do regular option processing
349 349 try:
350 350 opts,args = getopt(argv,opt_str,*long_opts)
351 351 except GetoptError,e:
352 352 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
353 353 " ".join(long_opts)))
354 354 for o,a in opts:
355 355 if o.startswith('--'):
356 356 o = o[2:]
357 357 else:
358 358 o = o[1:]
359 359 try:
360 360 odict[o].append(a)
361 361 except AttributeError:
362 362 odict[o] = [odict[o],a]
363 363 except KeyError:
364 364 if list_all:
365 365 odict[o] = [a]
366 366 else:
367 367 odict[o] = a
368 368
369 369 # Prepare opts,args for return
370 370 opts = Struct(odict)
371 371 if mode == 'string':
372 372 args = ' '.join(args)
373 373
374 374 return opts,args
375 375
376 376 #......................................................................
377 377 # And now the actual magic functions
378 378
379 379 # Functions for IPython shell work (vars,funcs, config, etc)
380 380 def magic_lsmagic(self, parameter_s = ''):
381 381 """List currently available magic functions."""
382 382 mesc = self.shell.ESC_MAGIC
383 383 print 'Available magic functions:\n'+mesc+\
384 384 (' '+mesc).join(self.lsmagic())
385 385 print '\n' + Magic.auto_status[self.shell.rc.automagic]
386 386 return None
387 387
388 388 def magic_magic(self, parameter_s = ''):
389 389 """Print information about the magic function system.
390 390
391 391 Supported formats: -latex, -brief, -rest
392 392 """
393 393
394 394 mode = ''
395 395 try:
396 396 if parameter_s.split()[0] == '-latex':
397 397 mode = 'latex'
398 398 if parameter_s.split()[0] == '-brief':
399 399 mode = 'brief'
400 400 if parameter_s.split()[0] == '-rest':
401 401 mode = 'rest'
402 402 rest_docs = []
403 403 except:
404 404 pass
405 405
406 406 magic_docs = []
407 407 for fname in self.lsmagic():
408 408 mname = 'magic_' + fname
409 409 for space in (Magic,self,self.__class__):
410 410 try:
411 411 fn = space.__dict__[mname]
412 412 except KeyError:
413 413 pass
414 414 else:
415 415 break
416 416 if mode == 'brief':
417 417 # only first line
418 418 if fn.__doc__:
419 419 fndoc = fn.__doc__.split('\n',1)[0]
420 420 else:
421 421 fndoc = 'No documentation'
422 422 else:
423 423 fndoc = fn.__doc__.rstrip()
424 424
425 425 if mode == 'rest':
426 426 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(self.shell.ESC_MAGIC,
427 427 fname,fndoc))
428 428
429 429 else:
430 430 magic_docs.append('%s%s:\n\t%s\n' %(self.shell.ESC_MAGIC,
431 431 fname,fndoc))
432 432
433 433 magic_docs = ''.join(magic_docs)
434 434
435 435 if mode == 'rest':
436 436 return "".join(rest_docs)
437 437
438 438 if mode == 'latex':
439 439 print self.format_latex(magic_docs)
440 440 return
441 441 else:
442 442 magic_docs = self.format_screen(magic_docs)
443 443 if mode == 'brief':
444 444 return magic_docs
445 445
446 446 outmsg = """
447 447 IPython's 'magic' functions
448 448 ===========================
449 449
450 450 The magic function system provides a series of functions which allow you to
451 451 control the behavior of IPython itself, plus a lot of system-type
452 452 features. All these functions are prefixed with a % character, but parameters
453 453 are given without parentheses or quotes.
454 454
455 455 NOTE: If you have 'automagic' enabled (via the command line option or with the
456 456 %automagic function), you don't need to type in the % explicitly. By default,
457 457 IPython ships with automagic on, so you should only rarely need the % escape.
458 458
459 459 Example: typing '%cd mydir' (without the quotes) changes you working directory
460 460 to 'mydir', if it exists.
461 461
462 462 You can define your own magic functions to extend the system. See the supplied
463 463 ipythonrc and example-magic.py files for details (in your ipython
464 464 configuration directory, typically $HOME/.ipython/).
465 465
466 466 You can also define your own aliased names for magic functions. In your
467 467 ipythonrc file, placing a line like:
468 468
469 469 execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile
470 470
471 471 will define %pf as a new name for %profile.
472 472
473 473 You can also call magics in code using the ipmagic() function, which IPython
474 474 automatically adds to the builtin namespace. Type 'ipmagic?' for details.
475 475
476 476 For a list of the available magic functions, use %lsmagic. For a description
477 477 of any of them, type %magic_name?, e.g. '%cd?'.
478 478
479 479 Currently the magic system has the following functions:\n"""
480 480
481 481 mesc = self.shell.ESC_MAGIC
482 482 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
483 483 "\n\n%s%s\n\n%s" % (outmsg,
484 484 magic_docs,mesc,mesc,
485 485 (' '+mesc).join(self.lsmagic()),
486 486 Magic.auto_status[self.shell.rc.automagic] ) )
487 487
488 488 page(outmsg,screen_lines=self.shell.rc.screen_length)
489 489
490 490
491 491 def magic_autoindent(self, parameter_s = ''):
492 492 """Toggle autoindent on/off (if available)."""
493 493
494 494 self.shell.set_autoindent()
495 495 print "Automatic indentation is:",['OFF','ON'][self.shell.autoindent]
496 496
497 497
498 498 def magic_automagic(self, parameter_s = ''):
499 499 """Make magic functions callable without having to type the initial %.
500 500
501 501 Without argumentsl toggles on/off (when off, you must call it as
502 502 %automagic, of course). With arguments it sets the value, and you can
503 503 use any of (case insensitive):
504 504
505 505 - on,1,True: to activate
506 506
507 507 - off,0,False: to deactivate.
508 508
509 509 Note that magic functions have lowest priority, so if there's a
510 510 variable whose name collides with that of a magic fn, automagic won't
511 511 work for that function (you get the variable instead). However, if you
512 512 delete the variable (del var), the previously shadowed magic function
513 513 becomes visible to automagic again."""
514 514
515 515 rc = self.shell.rc
516 516 arg = parameter_s.lower()
517 517 if parameter_s in ('on','1','true'):
518 518 rc.automagic = True
519 519 elif parameter_s in ('off','0','false'):
520 520 rc.automagic = False
521 521 else:
522 522 rc.automagic = not rc.automagic
523 523 print '\n' + Magic.auto_status[rc.automagic]
524 524
525 525
526 526 def magic_autocall(self, parameter_s = ''):
527 527 """Make functions callable without having to type parentheses.
528 528
529 529 Usage:
530 530
531 531 %autocall [mode]
532 532
533 533 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
534 534 value is toggled on and off (remembering the previous state).
535 535
536 536 In more detail, these values mean:
537 537
538 538 0 -> fully disabled
539 539
540 540 1 -> active, but do not apply if there are no arguments on the line.
541 541
542 542 In this mode, you get:
543 543
544 544 In [1]: callable
545 545 Out[1]: <built-in function callable>
546 546
547 547 In [2]: callable 'hello'
548 548 ------> callable('hello')
549 549 Out[2]: False
550 550
551 551 2 -> Active always. Even if no arguments are present, the callable
552 552 object is called:
553 553
554 554 In [4]: callable
555 555 ------> callable()
556 556
557 557 Note that even with autocall off, you can still use '/' at the start of
558 558 a line to treat the first argument on the command line as a function
559 559 and add parentheses to it:
560 560
561 561 In [8]: /str 43
562 562 ------> str(43)
563 563 Out[8]: '43'
564 564 """
565 565
566 566 rc = self.shell.rc
567 567
568 568 if parameter_s:
569 569 arg = int(parameter_s)
570 570 else:
571 571 arg = 'toggle'
572 572
573 573 if not arg in (0,1,2,'toggle'):
574 574 error('Valid modes: (0->Off, 1->Smart, 2->Full')
575 575 return
576 576
577 577 if arg in (0,1,2):
578 578 rc.autocall = arg
579 579 else: # toggle
580 580 if rc.autocall:
581 581 self._magic_state.autocall_save = rc.autocall
582 582 rc.autocall = 0
583 583 else:
584 584 try:
585 585 rc.autocall = self._magic_state.autocall_save
586 586 except AttributeError:
587 587 rc.autocall = self._magic_state.autocall_save = 1
588 588
589 589 print "Automatic calling is:",['OFF','Smart','Full'][rc.autocall]
590 590
591 591 def magic_system_verbose(self, parameter_s = ''):
592 592 """Set verbose printing of system calls.
593 593
594 594 If called without an argument, act as a toggle"""
595 595
596 596 if parameter_s:
597 597 val = bool(eval(parameter_s))
598 598 else:
599 599 val = None
600 600
601 601 self.shell.rc_set_toggle('system_verbose',val)
602 602 print "System verbose printing is:",\
603 603 ['OFF','ON'][self.shell.rc.system_verbose]
604 604
605 605
606 606 def magic_page(self, parameter_s=''):
607 607 """Pretty print the object and display it through a pager.
608 608
609 609 %page [options] OBJECT
610 610
611 611 If no object is given, use _ (last output).
612 612
613 613 Options:
614 614
615 615 -r: page str(object), don't pretty-print it."""
616 616
617 617 # After a function contributed by Olivier Aubert, slightly modified.
618 618
619 619 # Process options/args
620 620 opts,args = self.parse_options(parameter_s,'r')
621 621 raw = 'r' in opts
622 622
623 623 oname = args and args or '_'
624 624 info = self._ofind(oname)
625 625 if info['found']:
626 626 txt = (raw and str or pformat)( info['obj'] )
627 627 page(txt)
628 628 else:
629 629 print 'Object `%s` not found' % oname
630 630
631 631 def magic_profile(self, parameter_s=''):
632 632 """Print your currently active IPyhton profile."""
633 633 if self.shell.rc.profile:
634 634 printpl('Current IPython profile: $self.shell.rc.profile.')
635 635 else:
636 636 print 'No profile active.'
637 637
638 638 def magic_pinfo(self, parameter_s='', namespaces=None):
639 639 """Provide detailed information about an object.
640 640
641 641 '%pinfo object' is just a synonym for object? or ?object."""
642 642
643 643 #print 'pinfo par: <%s>' % parameter_s # dbg
644 644
645 645
646 646 # detail_level: 0 -> obj? , 1 -> obj??
647 647 detail_level = 0
648 648 # We need to detect if we got called as 'pinfo pinfo foo', which can
649 649 # happen if the user types 'pinfo foo?' at the cmd line.
650 650 pinfo,qmark1,oname,qmark2 = \
651 651 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
652 652 if pinfo or qmark1 or qmark2:
653 653 detail_level = 1
654 654 if "*" in oname:
655 655 self.magic_psearch(oname)
656 656 else:
657 657 self._inspect('pinfo', oname, detail_level=detail_level,
658 658 namespaces=namespaces)
659 659
660 660 def magic_pdef(self, parameter_s='', namespaces=None):
661 661 """Print the definition header for any callable object.
662 662
663 663 If the object is a class, print the constructor information."""
664 664 self._inspect('pdef',parameter_s, namespaces)
665 665
666 666 def magic_pdoc(self, parameter_s='', namespaces=None):
667 667 """Print the docstring for an object.
668 668
669 669 If the given object is a class, it will print both the class and the
670 670 constructor docstrings."""
671 671 self._inspect('pdoc',parameter_s, namespaces)
672 672
673 673 def magic_psource(self, parameter_s='', namespaces=None):
674 674 """Print (or run through pager) the source code for an object."""
675 675 self._inspect('psource',parameter_s, namespaces)
676 676
677 677 def magic_pfile(self, parameter_s=''):
678 678 """Print (or run through pager) the file where an object is defined.
679 679
680 680 The file opens at the line where the object definition begins. IPython
681 681 will honor the environment variable PAGER if set, and otherwise will
682 682 do its best to print the file in a convenient form.
683 683
684 684 If the given argument is not an object currently defined, IPython will
685 685 try to interpret it as a filename (automatically adding a .py extension
686 686 if needed). You can thus use %pfile as a syntax highlighting code
687 687 viewer."""
688 688
689 689 # first interpret argument as an object name
690 690 out = self._inspect('pfile',parameter_s)
691 691 # if not, try the input as a filename
692 692 if out == 'not found':
693 693 try:
694 694 filename = get_py_filename(parameter_s)
695 695 except IOError,msg:
696 696 print msg
697 697 return
698 698 page(self.shell.inspector.format(file(filename).read()))
699 699
700 700 def _inspect(self,meth,oname,namespaces=None,**kw):
701 701 """Generic interface to the inspector system.
702 702
703 703 This function is meant to be called by pdef, pdoc & friends."""
704 704
705 705 #oname = oname.strip()
706 706 #print '1- oname: <%r>' % oname # dbg
707 707 try:
708 708 oname = oname.strip().encode('ascii')
709 709 #print '2- oname: <%r>' % oname # dbg
710 710 except UnicodeEncodeError:
711 711 print 'Python identifiers can only contain ascii characters.'
712 712 return 'not found'
713 713
714 714 info = Struct(self._ofind(oname, namespaces))
715 715
716 716 if info.found:
717 717 try:
718 718 IPython.generics.inspect_object(info.obj)
719 719 return
720 720 except IPython.ipapi.TryNext:
721 721 pass
722 722 # Get the docstring of the class property if it exists.
723 723 path = oname.split('.')
724 724 root = '.'.join(path[:-1])
725 725 if info.parent is not None:
726 726 try:
727 727 target = getattr(info.parent, '__class__')
728 728 # The object belongs to a class instance.
729 729 try:
730 730 target = getattr(target, path[-1])
731 731 # The class defines the object.
732 732 if isinstance(target, property):
733 733 oname = root + '.__class__.' + path[-1]
734 734 info = Struct(self._ofind(oname))
735 735 except AttributeError: pass
736 736 except AttributeError: pass
737 737
738 738 pmethod = getattr(self.shell.inspector,meth)
739 739 formatter = info.ismagic and self.format_screen or None
740 740 if meth == 'pdoc':
741 741 pmethod(info.obj,oname,formatter)
742 742 elif meth == 'pinfo':
743 743 pmethod(info.obj,oname,formatter,info,**kw)
744 744 else:
745 745 pmethod(info.obj,oname)
746 746 else:
747 747 print 'Object `%s` not found.' % oname
748 748 return 'not found' # so callers can take other action
749 749
750 750 def magic_psearch(self, parameter_s=''):
751 751 """Search for object in namespaces by wildcard.
752 752
753 753 %psearch [options] PATTERN [OBJECT TYPE]
754 754
755 755 Note: ? can be used as a synonym for %psearch, at the beginning or at
756 756 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
757 757 rest of the command line must be unchanged (options come first), so
758 758 for example the following forms are equivalent
759 759
760 760 %psearch -i a* function
761 761 -i a* function?
762 762 ?-i a* function
763 763
764 764 Arguments:
765 765
766 766 PATTERN
767 767
768 768 where PATTERN is a string containing * as a wildcard similar to its
769 769 use in a shell. The pattern is matched in all namespaces on the
770 770 search path. By default objects starting with a single _ are not
771 771 matched, many IPython generated objects have a single
772 772 underscore. The default is case insensitive matching. Matching is
773 773 also done on the attributes of objects and not only on the objects
774 774 in a module.
775 775
776 776 [OBJECT TYPE]
777 777
778 778 Is the name of a python type from the types module. The name is
779 779 given in lowercase without the ending type, ex. StringType is
780 780 written string. By adding a type here only objects matching the
781 781 given type are matched. Using all here makes the pattern match all
782 782 types (this is the default).
783 783
784 784 Options:
785 785
786 786 -a: makes the pattern match even objects whose names start with a
787 787 single underscore. These names are normally ommitted from the
788 788 search.
789 789
790 790 -i/-c: make the pattern case insensitive/sensitive. If neither of
791 791 these options is given, the default is read from your ipythonrc
792 792 file. The option name which sets this value is
793 793 'wildcards_case_sensitive'. If this option is not specified in your
794 794 ipythonrc file, IPython's internal default is to do a case sensitive
795 795 search.
796 796
797 797 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
798 798 specifiy can be searched in any of the following namespaces:
799 799 'builtin', 'user', 'user_global','internal', 'alias', where
800 800 'builtin' and 'user' are the search defaults. Note that you should
801 801 not use quotes when specifying namespaces.
802 802
803 803 'Builtin' contains the python module builtin, 'user' contains all
804 804 user data, 'alias' only contain the shell aliases and no python
805 805 objects, 'internal' contains objects used by IPython. The
806 806 'user_global' namespace is only used by embedded IPython instances,
807 807 and it contains module-level globals. You can add namespaces to the
808 808 search with -s or exclude them with -e (these options can be given
809 809 more than once).
810 810
811 811 Examples:
812 812
813 813 %psearch a* -> objects beginning with an a
814 814 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
815 815 %psearch a* function -> all functions beginning with an a
816 816 %psearch re.e* -> objects beginning with an e in module re
817 817 %psearch r*.e* -> objects that start with e in modules starting in r
818 818 %psearch r*.* string -> all strings in modules beginning with r
819 819
820 820 Case sensitve search:
821 821
822 822 %psearch -c a* list all object beginning with lower case a
823 823
824 824 Show objects beginning with a single _:
825 825
826 826 %psearch -a _* list objects beginning with a single underscore"""
827 827 try:
828 828 parameter_s = parameter_s.encode('ascii')
829 829 except UnicodeEncodeError:
830 830 print 'Python identifiers can only contain ascii characters.'
831 831 return
832 832
833 833 # default namespaces to be searched
834 834 def_search = ['user','builtin']
835 835
836 836 # Process options/args
837 837 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
838 838 opt = opts.get
839 839 shell = self.shell
840 840 psearch = shell.inspector.psearch
841 841
842 842 # select case options
843 843 if opts.has_key('i'):
844 844 ignore_case = True
845 845 elif opts.has_key('c'):
846 846 ignore_case = False
847 847 else:
848 848 ignore_case = not shell.rc.wildcards_case_sensitive
849 849
850 850 # Build list of namespaces to search from user options
851 851 def_search.extend(opt('s',[]))
852 852 ns_exclude = ns_exclude=opt('e',[])
853 853 ns_search = [nm for nm in def_search if nm not in ns_exclude]
854 854
855 855 # Call the actual search
856 856 try:
857 857 psearch(args,shell.ns_table,ns_search,
858 858 show_all=opt('a'),ignore_case=ignore_case)
859 859 except:
860 860 shell.showtraceback()
861 861
862 862 def magic_who_ls(self, parameter_s=''):
863 863 """Return a sorted list of all interactive variables.
864 864
865 865 If arguments are given, only variables of types matching these
866 866 arguments are returned."""
867 867
868 868 user_ns = self.shell.user_ns
869 869 internal_ns = self.shell.internal_ns
870 870 user_config_ns = self.shell.user_config_ns
871 871 out = []
872 872 typelist = parameter_s.split()
873 873
874 874 for i in user_ns:
875 875 if not (i.startswith('_') or i.startswith('_i')) \
876 876 and not (i in internal_ns or i in user_config_ns):
877 877 if typelist:
878 878 if type(user_ns[i]).__name__ in typelist:
879 879 out.append(i)
880 880 else:
881 881 out.append(i)
882 882 out.sort()
883 883 return out
884 884
885 885 def magic_who(self, parameter_s=''):
886 886 """Print all interactive variables, with some minimal formatting.
887 887
888 888 If any arguments are given, only variables whose type matches one of
889 889 these are printed. For example:
890 890
891 891 %who function str
892 892
893 893 will only list functions and strings, excluding all other types of
894 894 variables. To find the proper type names, simply use type(var) at a
895 895 command line to see how python prints type names. For example:
896 896
897 897 In [1]: type('hello')\\
898 898 Out[1]: <type 'str'>
899 899
900 900 indicates that the type name for strings is 'str'.
901 901
902 902 %who always excludes executed names loaded through your configuration
903 903 file and things which are internal to IPython.
904 904
905 905 This is deliberate, as typically you may load many modules and the
906 906 purpose of %who is to show you only what you've manually defined."""
907 907
908 908 varlist = self.magic_who_ls(parameter_s)
909 909 if not varlist:
910 910 if parameter_s:
911 911 print 'No variables match your requested type.'
912 912 else:
913 913 print 'Interactive namespace is empty.'
914 914 return
915 915
916 916 # if we have variables, move on...
917 917 count = 0
918 918 for i in varlist:
919 919 print i+'\t',
920 920 count += 1
921 921 if count > 8:
922 922 count = 0
923 923 print
924 924 print
925 925
926 926 def magic_whos(self, parameter_s=''):
927 927 """Like %who, but gives some extra information about each variable.
928 928
929 929 The same type filtering of %who can be applied here.
930 930
931 931 For all variables, the type is printed. Additionally it prints:
932 932
933 933 - For {},[],(): their length.
934 934
935 935 - For numpy and Numeric arrays, a summary with shape, number of
936 936 elements, typecode and size in memory.
937 937
938 938 - Everything else: a string representation, snipping their middle if
939 939 too long."""
940 940
941 941 varnames = self.magic_who_ls(parameter_s)
942 942 if not varnames:
943 943 if parameter_s:
944 944 print 'No variables match your requested type.'
945 945 else:
946 946 print 'Interactive namespace is empty.'
947 947 return
948 948
949 949 # if we have variables, move on...
950 950
951 951 # for these types, show len() instead of data:
952 952 seq_types = [types.DictType,types.ListType,types.TupleType]
953 953
954 954 # for numpy/Numeric arrays, display summary info
955 955 try:
956 956 import numpy
957 957 except ImportError:
958 958 ndarray_type = None
959 959 else:
960 960 ndarray_type = numpy.ndarray.__name__
961 961 try:
962 962 import Numeric
963 963 except ImportError:
964 964 array_type = None
965 965 else:
966 966 array_type = Numeric.ArrayType.__name__
967 967
968 968 # Find all variable names and types so we can figure out column sizes
969 969 def get_vars(i):
970 970 return self.shell.user_ns[i]
971 971
972 972 # some types are well known and can be shorter
973 973 abbrevs = {'IPython.macro.Macro' : 'Macro'}
974 974 def type_name(v):
975 975 tn = type(v).__name__
976 976 return abbrevs.get(tn,tn)
977 977
978 978 varlist = map(get_vars,varnames)
979 979
980 980 typelist = []
981 981 for vv in varlist:
982 982 tt = type_name(vv)
983 983
984 984 if tt=='instance':
985 985 typelist.append( abbrevs.get(str(vv.__class__),
986 986 str(vv.__class__)))
987 987 else:
988 988 typelist.append(tt)
989 989
990 990 # column labels and # of spaces as separator
991 991 varlabel = 'Variable'
992 992 typelabel = 'Type'
993 993 datalabel = 'Data/Info'
994 994 colsep = 3
995 995 # variable format strings
996 996 vformat = "$vname.ljust(varwidth)$vtype.ljust(typewidth)"
997 997 vfmt_short = '$vstr[:25]<...>$vstr[-25:]'
998 998 aformat = "%s: %s elems, type `%s`, %s bytes"
999 999 # find the size of the columns to format the output nicely
1000 1000 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
1001 1001 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
1002 1002 # table header
1003 1003 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
1004 1004 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
1005 1005 # and the table itself
1006 1006 kb = 1024
1007 1007 Mb = 1048576 # kb**2
1008 1008 for vname,var,vtype in zip(varnames,varlist,typelist):
1009 1009 print itpl(vformat),
1010 1010 if vtype in seq_types:
1011 1011 print len(var)
1012 1012 elif vtype in [array_type,ndarray_type]:
1013 1013 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
1014 1014 if vtype==ndarray_type:
1015 1015 # numpy
1016 1016 vsize = var.size
1017 1017 vbytes = vsize*var.itemsize
1018 1018 vdtype = var.dtype
1019 1019 else:
1020 1020 # Numeric
1021 1021 vsize = Numeric.size(var)
1022 1022 vbytes = vsize*var.itemsize()
1023 1023 vdtype = var.typecode()
1024 1024
1025 1025 if vbytes < 100000:
1026 1026 print aformat % (vshape,vsize,vdtype,vbytes)
1027 1027 else:
1028 1028 print aformat % (vshape,vsize,vdtype,vbytes),
1029 1029 if vbytes < Mb:
1030 1030 print '(%s kb)' % (vbytes/kb,)
1031 1031 else:
1032 1032 print '(%s Mb)' % (vbytes/Mb,)
1033 1033 else:
1034 1034 try:
1035 1035 vstr = str(var)
1036 1036 except UnicodeEncodeError:
1037 1037 vstr = unicode(var).encode(sys.getdefaultencoding(),
1038 1038 'backslashreplace')
1039 1039 vstr = vstr.replace('\n','\\n')
1040 1040 if len(vstr) < 50:
1041 1041 print vstr
1042 1042 else:
1043 1043 printpl(vfmt_short)
1044 1044
1045 1045 def magic_reset(self, parameter_s=''):
1046 1046 """Resets the namespace by removing all names defined by the user.
1047 1047
1048 1048 Input/Output history are left around in case you need them."""
1049 1049
1050 1050 ans = self.shell.ask_yes_no(
1051 1051 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1052 1052 if not ans:
1053 1053 print 'Nothing done.'
1054 1054 return
1055 1055 user_ns = self.shell.user_ns
1056 1056 for i in self.magic_who_ls():
1057 1057 del(user_ns[i])
1058 1058
1059 1059 # Also flush the private list of module references kept for script
1060 1060 # execution protection
1061 1061 self.shell._user_main_modules[:] = []
1062 1062
1063 1063 def magic_logstart(self,parameter_s=''):
1064 1064 """Start logging anywhere in a session.
1065 1065
1066 1066 %logstart [-o|-r|-t] [log_name [log_mode]]
1067 1067
1068 1068 If no name is given, it defaults to a file named 'ipython_log.py' in your
1069 1069 current directory, in 'rotate' mode (see below).
1070 1070
1071 1071 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1072 1072 history up to that point and then continues logging.
1073 1073
1074 1074 %logstart takes a second optional parameter: logging mode. This can be one
1075 1075 of (note that the modes are given unquoted):\\
1076 1076 append: well, that says it.\\
1077 1077 backup: rename (if exists) to name~ and start name.\\
1078 1078 global: single logfile in your home dir, appended to.\\
1079 1079 over : overwrite existing log.\\
1080 1080 rotate: create rotating logs name.1~, name.2~, etc.
1081 1081
1082 1082 Options:
1083 1083
1084 1084 -o: log also IPython's output. In this mode, all commands which
1085 1085 generate an Out[NN] prompt are recorded to the logfile, right after
1086 1086 their corresponding input line. The output lines are always
1087 1087 prepended with a '#[Out]# ' marker, so that the log remains valid
1088 1088 Python code.
1089 1089
1090 1090 Since this marker is always the same, filtering only the output from
1091 1091 a log is very easy, using for example a simple awk call:
1092 1092
1093 1093 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1094 1094
1095 1095 -r: log 'raw' input. Normally, IPython's logs contain the processed
1096 1096 input, so that user lines are logged in their final form, converted
1097 1097 into valid Python. For example, %Exit is logged as
1098 1098 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1099 1099 exactly as typed, with no transformations applied.
1100 1100
1101 1101 -t: put timestamps before each input line logged (these are put in
1102 1102 comments)."""
1103 1103
1104 1104 opts,par = self.parse_options(parameter_s,'ort')
1105 1105 log_output = 'o' in opts
1106 1106 log_raw_input = 'r' in opts
1107 1107 timestamp = 't' in opts
1108 1108
1109 1109 rc = self.shell.rc
1110 1110 logger = self.shell.logger
1111 1111
1112 1112 # if no args are given, the defaults set in the logger constructor by
1113 1113 # ipytohn remain valid
1114 1114 if par:
1115 1115 try:
1116 1116 logfname,logmode = par.split()
1117 1117 except:
1118 1118 logfname = par
1119 1119 logmode = 'backup'
1120 1120 else:
1121 1121 logfname = logger.logfname
1122 1122 logmode = logger.logmode
1123 1123 # put logfname into rc struct as if it had been called on the command
1124 1124 # line, so it ends up saved in the log header Save it in case we need
1125 1125 # to restore it...
1126 1126 old_logfile = rc.opts.get('logfile','')
1127 1127 if logfname:
1128 1128 logfname = os.path.expanduser(logfname)
1129 1129 rc.opts.logfile = logfname
1130 1130 loghead = self.shell.loghead_tpl % (rc.opts,rc.args)
1131 1131 try:
1132 1132 started = logger.logstart(logfname,loghead,logmode,
1133 1133 log_output,timestamp,log_raw_input)
1134 1134 except:
1135 1135 rc.opts.logfile = old_logfile
1136 1136 warn("Couldn't start log: %s" % sys.exc_info()[1])
1137 1137 else:
1138 1138 # log input history up to this point, optionally interleaving
1139 1139 # output if requested
1140 1140
1141 1141 if timestamp:
1142 1142 # disable timestamping for the previous history, since we've
1143 1143 # lost those already (no time machine here).
1144 1144 logger.timestamp = False
1145 1145
1146 1146 if log_raw_input:
1147 1147 input_hist = self.shell.input_hist_raw
1148 1148 else:
1149 1149 input_hist = self.shell.input_hist
1150 1150
1151 1151 if log_output:
1152 1152 log_write = logger.log_write
1153 1153 output_hist = self.shell.output_hist
1154 1154 for n in range(1,len(input_hist)-1):
1155 1155 log_write(input_hist[n].rstrip())
1156 1156 if n in output_hist:
1157 1157 log_write(repr(output_hist[n]),'output')
1158 1158 else:
1159 1159 logger.log_write(input_hist[1:])
1160 1160 if timestamp:
1161 1161 # re-enable timestamping
1162 1162 logger.timestamp = True
1163 1163
1164 1164 print ('Activating auto-logging. '
1165 1165 'Current session state plus future input saved.')
1166 1166 logger.logstate()
1167 1167
1168 1168 def magic_logstop(self,parameter_s=''):
1169 1169 """Fully stop logging and close log file.
1170 1170
1171 1171 In order to start logging again, a new %logstart call needs to be made,
1172 1172 possibly (though not necessarily) with a new filename, mode and other
1173 1173 options."""
1174 1174 self.logger.logstop()
1175 1175
1176 1176 def magic_logoff(self,parameter_s=''):
1177 1177 """Temporarily stop logging.
1178 1178
1179 1179 You must have previously started logging."""
1180 1180 self.shell.logger.switch_log(0)
1181 1181
1182 1182 def magic_logon(self,parameter_s=''):
1183 1183 """Restart logging.
1184 1184
1185 1185 This function is for restarting logging which you've temporarily
1186 1186 stopped with %logoff. For starting logging for the first time, you
1187 1187 must use the %logstart function, which allows you to specify an
1188 1188 optional log filename."""
1189 1189
1190 1190 self.shell.logger.switch_log(1)
1191 1191
1192 1192 def magic_logstate(self,parameter_s=''):
1193 1193 """Print the status of the logging system."""
1194 1194
1195 1195 self.shell.logger.logstate()
1196 1196
1197 1197 def magic_pdb(self, parameter_s=''):
1198 1198 """Control the automatic calling of the pdb interactive debugger.
1199 1199
1200 1200 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1201 1201 argument it works as a toggle.
1202 1202
1203 1203 When an exception is triggered, IPython can optionally call the
1204 1204 interactive pdb debugger after the traceback printout. %pdb toggles
1205 1205 this feature on and off.
1206 1206
1207 1207 The initial state of this feature is set in your ipythonrc
1208 1208 configuration file (the variable is called 'pdb').
1209 1209
1210 1210 If you want to just activate the debugger AFTER an exception has fired,
1211 1211 without having to type '%pdb on' and rerunning your code, you can use
1212 1212 the %debug magic."""
1213 1213
1214 1214 par = parameter_s.strip().lower()
1215 1215
1216 1216 if par:
1217 1217 try:
1218 1218 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1219 1219 except KeyError:
1220 1220 print ('Incorrect argument. Use on/1, off/0, '
1221 1221 'or nothing for a toggle.')
1222 1222 return
1223 1223 else:
1224 1224 # toggle
1225 1225 new_pdb = not self.shell.call_pdb
1226 1226
1227 1227 # set on the shell
1228 1228 self.shell.call_pdb = new_pdb
1229 1229 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1230 1230
1231 1231 def magic_debug(self, parameter_s=''):
1232 1232 """Activate the interactive debugger in post-mortem mode.
1233 1233
1234 1234 If an exception has just occurred, this lets you inspect its stack
1235 1235 frames interactively. Note that this will always work only on the last
1236 1236 traceback that occurred, so you must call this quickly after an
1237 1237 exception that you wish to inspect has fired, because if another one
1238 1238 occurs, it clobbers the previous one.
1239 1239
1240 1240 If you want IPython to automatically do this on every exception, see
1241 1241 the %pdb magic for more details.
1242 1242 """
1243 1243
1244 1244 self.shell.debugger(force=True)
1245 1245
1246 1246 def magic_prun(self, parameter_s ='',user_mode=1,
1247 1247 opts=None,arg_lst=None,prog_ns=None):
1248 1248
1249 1249 """Run a statement through the python code profiler.
1250 1250
1251 1251 Usage:\\
1252 1252 %prun [options] statement
1253 1253
1254 1254 The given statement (which doesn't require quote marks) is run via the
1255 1255 python profiler in a manner similar to the profile.run() function.
1256 1256 Namespaces are internally managed to work correctly; profile.run
1257 1257 cannot be used in IPython because it makes certain assumptions about
1258 1258 namespaces which do not hold under IPython.
1259 1259
1260 1260 Options:
1261 1261
1262 1262 -l <limit>: you can place restrictions on what or how much of the
1263 1263 profile gets printed. The limit value can be:
1264 1264
1265 1265 * A string: only information for function names containing this string
1266 1266 is printed.
1267 1267
1268 1268 * An integer: only these many lines are printed.
1269 1269
1270 1270 * A float (between 0 and 1): this fraction of the report is printed
1271 1271 (for example, use a limit of 0.4 to see the topmost 40% only).
1272 1272
1273 1273 You can combine several limits with repeated use of the option. For
1274 1274 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1275 1275 information about class constructors.
1276 1276
1277 1277 -r: return the pstats.Stats object generated by the profiling. This
1278 1278 object has all the information about the profile in it, and you can
1279 1279 later use it for further analysis or in other functions.
1280 1280
1281 1281 -s <key>: sort profile by given key. You can provide more than one key
1282 1282 by using the option several times: '-s key1 -s key2 -s key3...'. The
1283 1283 default sorting key is 'time'.
1284 1284
1285 1285 The following is copied verbatim from the profile documentation
1286 1286 referenced below:
1287 1287
1288 1288 When more than one key is provided, additional keys are used as
1289 1289 secondary criteria when the there is equality in all keys selected
1290 1290 before them.
1291 1291
1292 1292 Abbreviations can be used for any key names, as long as the
1293 1293 abbreviation is unambiguous. The following are the keys currently
1294 1294 defined:
1295 1295
1296 1296 Valid Arg Meaning\\
1297 1297 "calls" call count\\
1298 1298 "cumulative" cumulative time\\
1299 1299 "file" file name\\
1300 1300 "module" file name\\
1301 1301 "pcalls" primitive call count\\
1302 1302 "line" line number\\
1303 1303 "name" function name\\
1304 1304 "nfl" name/file/line\\
1305 1305 "stdname" standard name\\
1306 1306 "time" internal time
1307 1307
1308 1308 Note that all sorts on statistics are in descending order (placing
1309 1309 most time consuming items first), where as name, file, and line number
1310 1310 searches are in ascending order (i.e., alphabetical). The subtle
1311 1311 distinction between "nfl" and "stdname" is that the standard name is a
1312 1312 sort of the name as printed, which means that the embedded line
1313 1313 numbers get compared in an odd way. For example, lines 3, 20, and 40
1314 1314 would (if the file names were the same) appear in the string order
1315 1315 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1316 1316 line numbers. In fact, sort_stats("nfl") is the same as
1317 1317 sort_stats("name", "file", "line").
1318 1318
1319 1319 -T <filename>: save profile results as shown on screen to a text
1320 1320 file. The profile is still shown on screen.
1321 1321
1322 1322 -D <filename>: save (via dump_stats) profile statistics to given
1323 1323 filename. This data is in a format understod by the pstats module, and
1324 1324 is generated by a call to the dump_stats() method of profile
1325 1325 objects. The profile is still shown on screen.
1326 1326
1327 1327 If you want to run complete programs under the profiler's control, use
1328 1328 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1329 1329 contains profiler specific options as described here.
1330 1330
1331 1331 You can read the complete documentation for the profile module with:\\
1332 1332 In []: import profile; profile.help() """
1333 1333
1334 1334 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1335 1335 # protect user quote marks
1336 1336 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1337 1337
1338 1338 if user_mode: # regular user call
1339 1339 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1340 1340 list_all=1)
1341 1341 namespace = self.shell.user_ns
1342 1342 else: # called to run a program by %run -p
1343 1343 try:
1344 1344 filename = get_py_filename(arg_lst[0])
1345 1345 except IOError,msg:
1346 1346 error(msg)
1347 1347 return
1348 1348
1349 1349 arg_str = 'execfile(filename,prog_ns)'
1350 1350 namespace = locals()
1351 1351
1352 1352 opts.merge(opts_def)
1353 1353
1354 1354 prof = profile.Profile()
1355 1355 try:
1356 1356 prof = prof.runctx(arg_str,namespace,namespace)
1357 1357 sys_exit = ''
1358 1358 except SystemExit:
1359 1359 sys_exit = """*** SystemExit exception caught in code being profiled."""
1360 1360
1361 1361 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1362 1362
1363 1363 lims = opts.l
1364 1364 if lims:
1365 1365 lims = [] # rebuild lims with ints/floats/strings
1366 1366 for lim in opts.l:
1367 1367 try:
1368 1368 lims.append(int(lim))
1369 1369 except ValueError:
1370 1370 try:
1371 1371 lims.append(float(lim))
1372 1372 except ValueError:
1373 1373 lims.append(lim)
1374 1374
1375 1375 # Trap output.
1376 1376 stdout_trap = StringIO()
1377 1377
1378 1378 if hasattr(stats,'stream'):
1379 1379 # In newer versions of python, the stats object has a 'stream'
1380 1380 # attribute to write into.
1381 1381 stats.stream = stdout_trap
1382 1382 stats.print_stats(*lims)
1383 1383 else:
1384 1384 # For older versions, we manually redirect stdout during printing
1385 1385 sys_stdout = sys.stdout
1386 1386 try:
1387 1387 sys.stdout = stdout_trap
1388 1388 stats.print_stats(*lims)
1389 1389 finally:
1390 1390 sys.stdout = sys_stdout
1391 1391
1392 1392 output = stdout_trap.getvalue()
1393 1393 output = output.rstrip()
1394 1394
1395 1395 page(output,screen_lines=self.shell.rc.screen_length)
1396 1396 print sys_exit,
1397 1397
1398 1398 dump_file = opts.D[0]
1399 1399 text_file = opts.T[0]
1400 1400 if dump_file:
1401 1401 prof.dump_stats(dump_file)
1402 1402 print '\n*** Profile stats marshalled to file',\
1403 1403 `dump_file`+'.',sys_exit
1404 1404 if text_file:
1405 1405 pfile = file(text_file,'w')
1406 1406 pfile.write(output)
1407 1407 pfile.close()
1408 1408 print '\n*** Profile printout saved to text file',\
1409 1409 `text_file`+'.',sys_exit
1410 1410
1411 1411 if opts.has_key('r'):
1412 1412 return stats
1413 1413 else:
1414 1414 return None
1415 1415
1416 1416 def magic_run(self, parameter_s ='',runner=None):
1417 1417 """Run the named file inside IPython as a program.
1418 1418
1419 1419 Usage:\\
1420 1420 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1421 1421
1422 1422 Parameters after the filename are passed as command-line arguments to
1423 1423 the program (put in sys.argv). Then, control returns to IPython's
1424 1424 prompt.
1425 1425
1426 1426 This is similar to running at a system prompt:\\
1427 1427 $ python file args\\
1428 1428 but with the advantage of giving you IPython's tracebacks, and of
1429 1429 loading all variables into your interactive namespace for further use
1430 1430 (unless -p is used, see below).
1431 1431
1432 1432 The file is executed in a namespace initially consisting only of
1433 1433 __name__=='__main__' and sys.argv constructed as indicated. It thus
1434 1434 sees its environment as if it were being run as a stand-alone program
1435 1435 (except for sharing global objects such as previously imported
1436 1436 modules). But after execution, the IPython interactive namespace gets
1437 1437 updated with all variables defined in the program (except for __name__
1438 1438 and sys.argv). This allows for very convenient loading of code for
1439 1439 interactive work, while giving each program a 'clean sheet' to run in.
1440 1440
1441 1441 Options:
1442 1442
1443 1443 -n: __name__ is NOT set to '__main__', but to the running file's name
1444 1444 without extension (as python does under import). This allows running
1445 1445 scripts and reloading the definitions in them without calling code
1446 1446 protected by an ' if __name__ == "__main__" ' clause.
1447 1447
1448 1448 -i: run the file in IPython's namespace instead of an empty one. This
1449 1449 is useful if you are experimenting with code written in a text editor
1450 1450 which depends on variables defined interactively.
1451 1451
1452 1452 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1453 1453 being run. This is particularly useful if IPython is being used to
1454 1454 run unittests, which always exit with a sys.exit() call. In such
1455 1455 cases you are interested in the output of the test results, not in
1456 1456 seeing a traceback of the unittest module.
1457 1457
1458 1458 -t: print timing information at the end of the run. IPython will give
1459 1459 you an estimated CPU time consumption for your script, which under
1460 1460 Unix uses the resource module to avoid the wraparound problems of
1461 1461 time.clock(). Under Unix, an estimate of time spent on system tasks
1462 1462 is also given (for Windows platforms this is reported as 0.0).
1463 1463
1464 1464 If -t is given, an additional -N<N> option can be given, where <N>
1465 1465 must be an integer indicating how many times you want the script to
1466 1466 run. The final timing report will include total and per run results.
1467 1467
1468 1468 For example (testing the script uniq_stable.py):
1469 1469
1470 1470 In [1]: run -t uniq_stable
1471 1471
1472 1472 IPython CPU timings (estimated):\\
1473 1473 User : 0.19597 s.\\
1474 1474 System: 0.0 s.\\
1475 1475
1476 1476 In [2]: run -t -N5 uniq_stable
1477 1477
1478 1478 IPython CPU timings (estimated):\\
1479 1479 Total runs performed: 5\\
1480 1480 Times : Total Per run\\
1481 1481 User : 0.910862 s, 0.1821724 s.\\
1482 1482 System: 0.0 s, 0.0 s.
1483 1483
1484 1484 -d: run your program under the control of pdb, the Python debugger.
1485 1485 This allows you to execute your program step by step, watch variables,
1486 1486 etc. Internally, what IPython does is similar to calling:
1487 1487
1488 1488 pdb.run('execfile("YOURFILENAME")')
1489 1489
1490 1490 with a breakpoint set on line 1 of your file. You can change the line
1491 1491 number for this automatic breakpoint to be <N> by using the -bN option
1492 1492 (where N must be an integer). For example:
1493 1493
1494 1494 %run -d -b40 myscript
1495 1495
1496 1496 will set the first breakpoint at line 40 in myscript.py. Note that
1497 1497 the first breakpoint must be set on a line which actually does
1498 1498 something (not a comment or docstring) for it to stop execution.
1499 1499
1500 1500 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1501 1501 first enter 'c' (without qoutes) to start execution up to the first
1502 1502 breakpoint.
1503 1503
1504 1504 Entering 'help' gives information about the use of the debugger. You
1505 1505 can easily see pdb's full documentation with "import pdb;pdb.help()"
1506 1506 at a prompt.
1507 1507
1508 1508 -p: run program under the control of the Python profiler module (which
1509 1509 prints a detailed report of execution times, function calls, etc).
1510 1510
1511 1511 You can pass other options after -p which affect the behavior of the
1512 1512 profiler itself. See the docs for %prun for details.
1513 1513
1514 1514 In this mode, the program's variables do NOT propagate back to the
1515 1515 IPython interactive namespace (because they remain in the namespace
1516 1516 where the profiler executes them).
1517 1517
1518 1518 Internally this triggers a call to %prun, see its documentation for
1519 1519 details on the options available specifically for profiling.
1520 1520
1521 1521 There is one special usage for which the text above doesn't apply:
1522 1522 if the filename ends with .ipy, the file is run as ipython script,
1523 1523 just as if the commands were written on IPython prompt.
1524 1524 """
1525 1525
1526 1526 # get arguments and set sys.argv for program to be run.
1527 1527 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1528 1528 mode='list',list_all=1)
1529 1529
1530 1530 try:
1531 1531 filename = get_py_filename(arg_lst[0])
1532 1532 except IndexError:
1533 1533 warn('you must provide at least a filename.')
1534 1534 print '\n%run:\n',OInspect.getdoc(self.magic_run)
1535 1535 return
1536 1536 except IOError,msg:
1537 1537 error(msg)
1538 1538 return
1539 1539
1540 1540 if filename.lower().endswith('.ipy'):
1541 1541 self.api.runlines(open(filename).read())
1542 1542 return
1543 1543
1544 1544 # Control the response to exit() calls made by the script being run
1545 1545 exit_ignore = opts.has_key('e')
1546 1546
1547 1547 # Make sure that the running script gets a proper sys.argv as if it
1548 1548 # were run from a system shell.
1549 1549 save_argv = sys.argv # save it for later restoring
1550 1550 sys.argv = [filename]+ arg_lst[1:] # put in the proper filename
1551 1551
1552 1552 if opts.has_key('i'):
1553 1553 # Run in user's interactive namespace
1554 1554 prog_ns = self.shell.user_ns
1555 1555 __name__save = self.shell.user_ns['__name__']
1556 1556 prog_ns['__name__'] = '__main__'
1557 1557 main_mod = FakeModule(prog_ns)
1558 1558 else:
1559 1559 # Run in a fresh, empty namespace
1560 1560 if opts.has_key('n'):
1561 1561 name = os.path.splitext(os.path.basename(filename))[0]
1562 1562 else:
1563 1563 name = '__main__'
1564 1564 main_mod = FakeModule()
1565 1565 prog_ns = main_mod.__dict__
1566 1566 prog_ns['__name__'] = name
1567 1567 # The shell MUST hold a reference to main_mod so after %run exits,
1568 1568 # the python deletion mechanism doesn't zero it out (leaving
1569 1569 # dangling references)
1570 1570 self.shell._user_main_modules.append(main_mod)
1571 1571
1572 1572 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1573 1573 # set the __file__ global in the script's namespace
1574 1574 prog_ns['__file__'] = filename
1575 1575
1576 1576 # pickle fix. See iplib for an explanation. But we need to make sure
1577 1577 # that, if we overwrite __main__, we replace it at the end
1578 if prog_ns['__name__'] == '__main__':
1578 main_mod_name = prog_ns['__name__']
1579
1580 if main_mod_name == '__main__':
1579 1581 restore_main = sys.modules['__main__']
1580 1582 else:
1581 1583 restore_main = False
1582 1584
1583 sys.modules[prog_ns['__name__']] = main_mod
1585 # This needs to be undone at the end to prevent holding references to
1586 # every single object ever created.
1587 sys.modules[main_mod_name] = main_mod
1584 1588
1585 1589 stats = None
1586 1590 try:
1587 1591 self.shell.savehist()
1588 1592
1589 1593 if opts.has_key('p'):
1590 1594 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1591 1595 else:
1592 1596 if opts.has_key('d'):
1593 1597 deb = Debugger.Pdb(self.shell.rc.colors)
1594 1598 # reset Breakpoint state, which is moronically kept
1595 1599 # in a class
1596 1600 bdb.Breakpoint.next = 1
1597 1601 bdb.Breakpoint.bplist = {}
1598 1602 bdb.Breakpoint.bpbynumber = [None]
1599 1603 # Set an initial breakpoint to stop execution
1600 1604 maxtries = 10
1601 1605 bp = int(opts.get('b',[1])[0])
1602 1606 checkline = deb.checkline(filename,bp)
1603 1607 if not checkline:
1604 1608 for bp in range(bp+1,bp+maxtries+1):
1605 1609 if deb.checkline(filename,bp):
1606 1610 break
1607 1611 else:
1608 1612 msg = ("\nI failed to find a valid line to set "
1609 1613 "a breakpoint\n"
1610 1614 "after trying up to line: %s.\n"
1611 1615 "Please set a valid breakpoint manually "
1612 1616 "with the -b option." % bp)
1613 1617 error(msg)
1614 1618 return
1615 1619 # if we find a good linenumber, set the breakpoint
1616 1620 deb.do_break('%s:%s' % (filename,bp))
1617 1621 # Start file run
1618 1622 print "NOTE: Enter 'c' at the",
1619 1623 print "%s prompt to start your script." % deb.prompt
1620 1624 try:
1621 1625 deb.run('execfile("%s")' % filename,prog_ns)
1622 1626
1623 1627 except:
1624 1628 etype, value, tb = sys.exc_info()
1625 1629 # Skip three frames in the traceback: the %run one,
1626 1630 # one inside bdb.py, and the command-line typed by the
1627 1631 # user (run by exec in pdb itself).
1628 1632 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1629 1633 else:
1630 1634 if runner is None:
1631 1635 runner = self.shell.safe_execfile
1632 1636 if opts.has_key('t'):
1633 1637 # timed execution
1634 1638 try:
1635 1639 nruns = int(opts['N'][0])
1636 1640 if nruns < 1:
1637 1641 error('Number of runs must be >=1')
1638 1642 return
1639 1643 except (KeyError):
1640 1644 nruns = 1
1641 1645 if nruns == 1:
1642 1646 t0 = clock2()
1643 1647 runner(filename,prog_ns,prog_ns,
1644 1648 exit_ignore=exit_ignore)
1645 1649 t1 = clock2()
1646 1650 t_usr = t1[0]-t0[0]
1647 1651 t_sys = t1[1]-t1[1]
1648 1652 print "\nIPython CPU timings (estimated):"
1649 1653 print " User : %10s s." % t_usr
1650 1654 print " System: %10s s." % t_sys
1651 1655 else:
1652 1656 runs = range(nruns)
1653 1657 t0 = clock2()
1654 1658 for nr in runs:
1655 1659 runner(filename,prog_ns,prog_ns,
1656 1660 exit_ignore=exit_ignore)
1657 1661 t1 = clock2()
1658 1662 t_usr = t1[0]-t0[0]
1659 1663 t_sys = t1[1]-t1[1]
1660 1664 print "\nIPython CPU timings (estimated):"
1661 1665 print "Total runs performed:",nruns
1662 1666 print " Times : %10s %10s" % ('Total','Per run')
1663 1667 print " User : %10s s, %10s s." % (t_usr,t_usr/nruns)
1664 1668 print " System: %10s s, %10s s." % (t_sys,t_sys/nruns)
1665 1669
1666 1670 else:
1667 1671 # regular execution
1668 1672 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1669 1673 if opts.has_key('i'):
1670 1674 self.shell.user_ns['__name__'] = __name__save
1671 1675 else:
1672 1676 # update IPython interactive namespace
1673 1677 del prog_ns['__name__']
1674 1678 self.shell.user_ns.update(prog_ns)
1675 1679 finally:
1680 # Ensure key global structures are restored
1676 1681 sys.argv = save_argv
1677 1682 if restore_main:
1678 1683 sys.modules['__main__'] = restore_main
1684 else:
1685 # Remove from sys.modules the reference to main_mod we'd
1686 # added. Otherwise it will trap references to objects
1687 # contained therein.
1688 del sys.modules[main_mod_name]
1679 1689 self.shell.reloadhist()
1680 1690
1681 1691 return stats
1682 1692
1683 1693 def magic_runlog(self, parameter_s =''):
1684 1694 """Run files as logs.
1685 1695
1686 1696 Usage:\\
1687 1697 %runlog file1 file2 ...
1688 1698
1689 1699 Run the named files (treating them as log files) in sequence inside
1690 1700 the interpreter, and return to the prompt. This is much slower than
1691 1701 %run because each line is executed in a try/except block, but it
1692 1702 allows running files with syntax errors in them.
1693 1703
1694 1704 Normally IPython will guess when a file is one of its own logfiles, so
1695 1705 you can typically use %run even for logs. This shorthand allows you to
1696 1706 force any file to be treated as a log file."""
1697 1707
1698 1708 for f in parameter_s.split():
1699 1709 self.shell.safe_execfile(f,self.shell.user_ns,
1700 1710 self.shell.user_ns,islog=1)
1701 1711
1702 1712 def magic_timeit(self, parameter_s =''):
1703 1713 """Time execution of a Python statement or expression
1704 1714
1705 1715 Usage:\\
1706 1716 %timeit [-n<N> -r<R> [-t|-c]] statement
1707 1717
1708 1718 Time execution of a Python statement or expression using the timeit
1709 1719 module.
1710 1720
1711 1721 Options:
1712 1722 -n<N>: execute the given statement <N> times in a loop. If this value
1713 1723 is not given, a fitting value is chosen.
1714 1724
1715 1725 -r<R>: repeat the loop iteration <R> times and take the best result.
1716 1726 Default: 3
1717 1727
1718 1728 -t: use time.time to measure the time, which is the default on Unix.
1719 1729 This function measures wall time.
1720 1730
1721 1731 -c: use time.clock to measure the time, which is the default on
1722 1732 Windows and measures wall time. On Unix, resource.getrusage is used
1723 1733 instead and returns the CPU user time.
1724 1734
1725 1735 -p<P>: use a precision of <P> digits to display the timing result.
1726 1736 Default: 3
1727 1737
1728 1738
1729 1739 Examples:\\
1730 1740 In [1]: %timeit pass
1731 1741 10000000 loops, best of 3: 53.3 ns per loop
1732 1742
1733 1743 In [2]: u = None
1734 1744
1735 1745 In [3]: %timeit u is None
1736 1746 10000000 loops, best of 3: 184 ns per loop
1737 1747
1738 1748 In [4]: %timeit -r 4 u == None
1739 1749 1000000 loops, best of 4: 242 ns per loop
1740 1750
1741 1751 In [5]: import time
1742 1752
1743 1753 In [6]: %timeit -n1 time.sleep(2)
1744 1754 1 loops, best of 3: 2 s per loop
1745 1755
1746 1756
1747 1757 The times reported by %timeit will be slightly higher than those
1748 1758 reported by the timeit.py script when variables are accessed. This is
1749 1759 due to the fact that %timeit executes the statement in the namespace
1750 1760 of the shell, compared with timeit.py, which uses a single setup
1751 1761 statement to import function or create variables. Generally, the bias
1752 1762 does not matter as long as results from timeit.py are not mixed with
1753 1763 those from %timeit."""
1754 1764
1755 1765 import timeit
1756 1766 import math
1757 1767
1758 1768 units = [u"s", u"ms", u"\xb5s", u"ns"]
1759 1769 scaling = [1, 1e3, 1e6, 1e9]
1760 1770
1761 1771 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1762 1772 posix=False)
1763 1773 if stmt == "":
1764 1774 return
1765 1775 timefunc = timeit.default_timer
1766 1776 number = int(getattr(opts, "n", 0))
1767 1777 repeat = int(getattr(opts, "r", timeit.default_repeat))
1768 1778 precision = int(getattr(opts, "p", 3))
1769 1779 if hasattr(opts, "t"):
1770 1780 timefunc = time.time
1771 1781 if hasattr(opts, "c"):
1772 1782 timefunc = clock
1773 1783
1774 1784 timer = timeit.Timer(timer=timefunc)
1775 1785 # this code has tight coupling to the inner workings of timeit.Timer,
1776 1786 # but is there a better way to achieve that the code stmt has access
1777 1787 # to the shell namespace?
1778 1788
1779 1789 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1780 1790 'setup': "pass"}
1781 1791 # Track compilation time so it can be reported if too long
1782 1792 # Minimum time above which compilation time will be reported
1783 1793 tc_min = 0.1
1784 1794
1785 1795 t0 = clock()
1786 1796 code = compile(src, "<magic-timeit>", "exec")
1787 1797 tc = clock()-t0
1788 1798
1789 1799 ns = {}
1790 1800 exec code in self.shell.user_ns, ns
1791 1801 timer.inner = ns["inner"]
1792 1802
1793 1803 if number == 0:
1794 1804 # determine number so that 0.2 <= total time < 2.0
1795 1805 number = 1
1796 1806 for i in range(1, 10):
1797 1807 number *= 10
1798 1808 if timer.timeit(number) >= 0.2:
1799 1809 break
1800 1810
1801 1811 best = min(timer.repeat(repeat, number)) / number
1802 1812
1803 1813 if best > 0.0:
1804 1814 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1805 1815 else:
1806 1816 order = 3
1807 1817 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1808 1818 precision,
1809 1819 best * scaling[order],
1810 1820 units[order])
1811 1821 if tc > tc_min:
1812 1822 print "Compiler time: %.2f s" % tc
1813 1823
1814 1824 def magic_time(self,parameter_s = ''):
1815 1825 """Time execution of a Python statement or expression.
1816 1826
1817 1827 The CPU and wall clock times are printed, and the value of the
1818 1828 expression (if any) is returned. Note that under Win32, system time
1819 1829 is always reported as 0, since it can not be measured.
1820 1830
1821 1831 This function provides very basic timing functionality. In Python
1822 1832 2.3, the timeit module offers more control and sophistication, so this
1823 1833 could be rewritten to use it (patches welcome).
1824 1834
1825 1835 Some examples:
1826 1836
1827 1837 In [1]: time 2**128
1828 1838 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1829 1839 Wall time: 0.00
1830 1840 Out[1]: 340282366920938463463374607431768211456L
1831 1841
1832 1842 In [2]: n = 1000000
1833 1843
1834 1844 In [3]: time sum(range(n))
1835 1845 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1836 1846 Wall time: 1.37
1837 1847 Out[3]: 499999500000L
1838 1848
1839 1849 In [4]: time print 'hello world'
1840 1850 hello world
1841 1851 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1842 1852 Wall time: 0.00
1843 1853
1844 1854 Note that the time needed by Python to compile the given expression
1845 1855 will be reported if it is more than 0.1s. In this example, the
1846 1856 actual exponentiation is done by Python at compilation time, so while
1847 1857 the expression can take a noticeable amount of time to compute, that
1848 1858 time is purely due to the compilation:
1849 1859
1850 1860 In [5]: time 3**9999;
1851 1861 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1852 1862 Wall time: 0.00 s
1853 1863
1854 1864 In [6]: time 3**999999;
1855 1865 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1856 1866 Wall time: 0.00 s
1857 1867 Compiler : 0.78 s
1858 1868 """
1859 1869
1860 1870 # fail immediately if the given expression can't be compiled
1861 1871
1862 1872 expr = self.shell.prefilter(parameter_s,False)
1863 1873
1864 1874 # Minimum time above which compilation time will be reported
1865 1875 tc_min = 0.1
1866 1876
1867 1877 try:
1868 1878 mode = 'eval'
1869 1879 t0 = clock()
1870 1880 code = compile(expr,'<timed eval>',mode)
1871 1881 tc = clock()-t0
1872 1882 except SyntaxError:
1873 1883 mode = 'exec'
1874 1884 t0 = clock()
1875 1885 code = compile(expr,'<timed exec>',mode)
1876 1886 tc = clock()-t0
1877 1887 # skew measurement as little as possible
1878 1888 glob = self.shell.user_ns
1879 1889 clk = clock2
1880 1890 wtime = time.time
1881 1891 # time execution
1882 1892 wall_st = wtime()
1883 1893 if mode=='eval':
1884 1894 st = clk()
1885 1895 out = eval(code,glob)
1886 1896 end = clk()
1887 1897 else:
1888 1898 st = clk()
1889 1899 exec code in glob
1890 1900 end = clk()
1891 1901 out = None
1892 1902 wall_end = wtime()
1893 1903 # Compute actual times and report
1894 1904 wall_time = wall_end-wall_st
1895 1905 cpu_user = end[0]-st[0]
1896 1906 cpu_sys = end[1]-st[1]
1897 1907 cpu_tot = cpu_user+cpu_sys
1898 1908 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1899 1909 (cpu_user,cpu_sys,cpu_tot)
1900 1910 print "Wall time: %.2f s" % wall_time
1901 1911 if tc > tc_min:
1902 1912 print "Compiler : %.2f s" % tc
1903 1913 return out
1904 1914
1905 1915 def magic_macro(self,parameter_s = ''):
1906 1916 """Define a set of input lines as a macro for future re-execution.
1907 1917
1908 1918 Usage:\\
1909 1919 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1910 1920
1911 1921 Options:
1912 1922
1913 1923 -r: use 'raw' input. By default, the 'processed' history is used,
1914 1924 so that magics are loaded in their transformed version to valid
1915 1925 Python. If this option is given, the raw input as typed as the
1916 1926 command line is used instead.
1917 1927
1918 1928 This will define a global variable called `name` which is a string
1919 1929 made of joining the slices and lines you specify (n1,n2,... numbers
1920 1930 above) from your input history into a single string. This variable
1921 1931 acts like an automatic function which re-executes those lines as if
1922 1932 you had typed them. You just type 'name' at the prompt and the code
1923 1933 executes.
1924 1934
1925 1935 The notation for indicating number ranges is: n1-n2 means 'use line
1926 1936 numbers n1,...n2' (the endpoint is included). That is, '5-7' means
1927 1937 using the lines numbered 5,6 and 7.
1928 1938
1929 1939 Note: as a 'hidden' feature, you can also use traditional python slice
1930 1940 notation, where N:M means numbers N through M-1.
1931 1941
1932 1942 For example, if your history contains (%hist prints it):
1933 1943
1934 1944 44: x=1\\
1935 1945 45: y=3\\
1936 1946 46: z=x+y\\
1937 1947 47: print x\\
1938 1948 48: a=5\\
1939 1949 49: print 'x',x,'y',y\\
1940 1950
1941 1951 you can create a macro with lines 44 through 47 (included) and line 49
1942 1952 called my_macro with:
1943 1953
1944 1954 In []: %macro my_macro 44-47 49
1945 1955
1946 1956 Now, typing `my_macro` (without quotes) will re-execute all this code
1947 1957 in one pass.
1948 1958
1949 1959 You don't need to give the line-numbers in order, and any given line
1950 1960 number can appear multiple times. You can assemble macros with any
1951 1961 lines from your input history in any order.
1952 1962
1953 1963 The macro is a simple object which holds its value in an attribute,
1954 1964 but IPython's display system checks for macros and executes them as
1955 1965 code instead of printing them when you type their name.
1956 1966
1957 1967 You can view a macro's contents by explicitly printing it with:
1958 1968
1959 1969 'print macro_name'.
1960 1970
1961 1971 For one-off cases which DON'T contain magic function calls in them you
1962 1972 can obtain similar results by explicitly executing slices from your
1963 1973 input history with:
1964 1974
1965 1975 In []: exec In[44:48]+In[49]"""
1966 1976
1967 1977 opts,args = self.parse_options(parameter_s,'r',mode='list')
1968 1978 if not args:
1969 1979 macs = [k for k,v in self.shell.user_ns.items() if isinstance(v, Macro)]
1970 1980 macs.sort()
1971 1981 return macs
1972 1982 if len(args) == 1:
1973 1983 raise UsageError(
1974 1984 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
1975 1985 name,ranges = args[0], args[1:]
1976 1986
1977 1987 #print 'rng',ranges # dbg
1978 1988 lines = self.extract_input_slices(ranges,opts.has_key('r'))
1979 1989 macro = Macro(lines)
1980 1990 self.shell.user_ns.update({name:macro})
1981 1991 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
1982 1992 print 'Macro contents:'
1983 1993 print macro,
1984 1994
1985 1995 def magic_save(self,parameter_s = ''):
1986 1996 """Save a set of lines to a given filename.
1987 1997
1988 1998 Usage:\\
1989 1999 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
1990 2000
1991 2001 Options:
1992 2002
1993 2003 -r: use 'raw' input. By default, the 'processed' history is used,
1994 2004 so that magics are loaded in their transformed version to valid
1995 2005 Python. If this option is given, the raw input as typed as the
1996 2006 command line is used instead.
1997 2007
1998 2008 This function uses the same syntax as %macro for line extraction, but
1999 2009 instead of creating a macro it saves the resulting string to the
2000 2010 filename you specify.
2001 2011
2002 2012 It adds a '.py' extension to the file if you don't do so yourself, and
2003 2013 it asks for confirmation before overwriting existing files."""
2004 2014
2005 2015 opts,args = self.parse_options(parameter_s,'r',mode='list')
2006 2016 fname,ranges = args[0], args[1:]
2007 2017 if not fname.endswith('.py'):
2008 2018 fname += '.py'
2009 2019 if os.path.isfile(fname):
2010 2020 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2011 2021 if ans.lower() not in ['y','yes']:
2012 2022 print 'Operation cancelled.'
2013 2023 return
2014 2024 cmds = ''.join(self.extract_input_slices(ranges,opts.has_key('r')))
2015 2025 f = file(fname,'w')
2016 2026 f.write(cmds)
2017 2027 f.close()
2018 2028 print 'The following commands were written to file `%s`:' % fname
2019 2029 print cmds
2020 2030
2021 2031 def _edit_macro(self,mname,macro):
2022 2032 """open an editor with the macro data in a file"""
2023 2033 filename = self.shell.mktempfile(macro.value)
2024 2034 self.shell.hooks.editor(filename)
2025 2035
2026 2036 # and make a new macro object, to replace the old one
2027 2037 mfile = open(filename)
2028 2038 mvalue = mfile.read()
2029 2039 mfile.close()
2030 2040 self.shell.user_ns[mname] = Macro(mvalue)
2031 2041
2032 2042 def magic_ed(self,parameter_s=''):
2033 2043 """Alias to %edit."""
2034 2044 return self.magic_edit(parameter_s)
2035 2045
2036 2046 def magic_edit(self,parameter_s='',last_call=['','']):
2037 2047 """Bring up an editor and execute the resulting code.
2038 2048
2039 2049 Usage:
2040 2050 %edit [options] [args]
2041 2051
2042 2052 %edit runs IPython's editor hook. The default version of this hook is
2043 2053 set to call the __IPYTHON__.rc.editor command. This is read from your
2044 2054 environment variable $EDITOR. If this isn't found, it will default to
2045 2055 vi under Linux/Unix and to notepad under Windows. See the end of this
2046 2056 docstring for how to change the editor hook.
2047 2057
2048 2058 You can also set the value of this editor via the command line option
2049 2059 '-editor' or in your ipythonrc file. This is useful if you wish to use
2050 2060 specifically for IPython an editor different from your typical default
2051 2061 (and for Windows users who typically don't set environment variables).
2052 2062
2053 2063 This command allows you to conveniently edit multi-line code right in
2054 2064 your IPython session.
2055 2065
2056 2066 If called without arguments, %edit opens up an empty editor with a
2057 2067 temporary file and will execute the contents of this file when you
2058 2068 close it (don't forget to save it!).
2059 2069
2060 2070
2061 2071 Options:
2062 2072
2063 2073 -n <number>: open the editor at a specified line number. By default,
2064 2074 the IPython editor hook uses the unix syntax 'editor +N filename', but
2065 2075 you can configure this by providing your own modified hook if your
2066 2076 favorite editor supports line-number specifications with a different
2067 2077 syntax.
2068 2078
2069 2079 -p: this will call the editor with the same data as the previous time
2070 2080 it was used, regardless of how long ago (in your current session) it
2071 2081 was.
2072 2082
2073 2083 -r: use 'raw' input. This option only applies to input taken from the
2074 2084 user's history. By default, the 'processed' history is used, so that
2075 2085 magics are loaded in their transformed version to valid Python. If
2076 2086 this option is given, the raw input as typed as the command line is
2077 2087 used instead. When you exit the editor, it will be executed by
2078 2088 IPython's own processor.
2079 2089
2080 2090 -x: do not execute the edited code immediately upon exit. This is
2081 2091 mainly useful if you are editing programs which need to be called with
2082 2092 command line arguments, which you can then do using %run.
2083 2093
2084 2094
2085 2095 Arguments:
2086 2096
2087 2097 If arguments are given, the following possibilites exist:
2088 2098
2089 2099 - The arguments are numbers or pairs of colon-separated numbers (like
2090 2100 1 4:8 9). These are interpreted as lines of previous input to be
2091 2101 loaded into the editor. The syntax is the same of the %macro command.
2092 2102
2093 2103 - If the argument doesn't start with a number, it is evaluated as a
2094 2104 variable and its contents loaded into the editor. You can thus edit
2095 2105 any string which contains python code (including the result of
2096 2106 previous edits).
2097 2107
2098 2108 - If the argument is the name of an object (other than a string),
2099 2109 IPython will try to locate the file where it was defined and open the
2100 2110 editor at the point where it is defined. You can use `%edit function`
2101 2111 to load an editor exactly at the point where 'function' is defined,
2102 2112 edit it and have the file be executed automatically.
2103 2113
2104 2114 If the object is a macro (see %macro for details), this opens up your
2105 2115 specified editor with a temporary file containing the macro's data.
2106 2116 Upon exit, the macro is reloaded with the contents of the file.
2107 2117
2108 2118 Note: opening at an exact line is only supported under Unix, and some
2109 2119 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2110 2120 '+NUMBER' parameter necessary for this feature. Good editors like
2111 2121 (X)Emacs, vi, jed, pico and joe all do.
2112 2122
2113 2123 - If the argument is not found as a variable, IPython will look for a
2114 2124 file with that name (adding .py if necessary) and load it into the
2115 2125 editor. It will execute its contents with execfile() when you exit,
2116 2126 loading any code in the file into your interactive namespace.
2117 2127
2118 2128 After executing your code, %edit will return as output the code you
2119 2129 typed in the editor (except when it was an existing file). This way
2120 2130 you can reload the code in further invocations of %edit as a variable,
2121 2131 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2122 2132 the output.
2123 2133
2124 2134 Note that %edit is also available through the alias %ed.
2125 2135
2126 2136 This is an example of creating a simple function inside the editor and
2127 2137 then modifying it. First, start up the editor:
2128 2138
2129 2139 In []: ed\\
2130 2140 Editing... done. Executing edited code...\\
2131 2141 Out[]: 'def foo():\\n print "foo() was defined in an editing session"\\n'
2132 2142
2133 2143 We can then call the function foo():
2134 2144
2135 2145 In []: foo()\\
2136 2146 foo() was defined in an editing session
2137 2147
2138 2148 Now we edit foo. IPython automatically loads the editor with the
2139 2149 (temporary) file where foo() was previously defined:
2140 2150
2141 2151 In []: ed foo\\
2142 2152 Editing... done. Executing edited code...
2143 2153
2144 2154 And if we call foo() again we get the modified version:
2145 2155
2146 2156 In []: foo()\\
2147 2157 foo() has now been changed!
2148 2158
2149 2159 Here is an example of how to edit a code snippet successive
2150 2160 times. First we call the editor:
2151 2161
2152 2162 In []: ed\\
2153 2163 Editing... done. Executing edited code...\\
2154 2164 hello\\
2155 2165 Out[]: "print 'hello'\\n"
2156 2166
2157 2167 Now we call it again with the previous output (stored in _):
2158 2168
2159 2169 In []: ed _\\
2160 2170 Editing... done. Executing edited code...\\
2161 2171 hello world\\
2162 2172 Out[]: "print 'hello world'\\n"
2163 2173
2164 2174 Now we call it with the output #8 (stored in _8, also as Out[8]):
2165 2175
2166 2176 In []: ed _8\\
2167 2177 Editing... done. Executing edited code...\\
2168 2178 hello again\\
2169 2179 Out[]: "print 'hello again'\\n"
2170 2180
2171 2181
2172 2182 Changing the default editor hook:
2173 2183
2174 2184 If you wish to write your own editor hook, you can put it in a
2175 2185 configuration file which you load at startup time. The default hook
2176 2186 is defined in the IPython.hooks module, and you can use that as a
2177 2187 starting example for further modifications. That file also has
2178 2188 general instructions on how to set a new hook for use once you've
2179 2189 defined it."""
2180 2190
2181 2191 # FIXME: This function has become a convoluted mess. It needs a
2182 2192 # ground-up rewrite with clean, simple logic.
2183 2193
2184 2194 def make_filename(arg):
2185 2195 "Make a filename from the given args"
2186 2196 try:
2187 2197 filename = get_py_filename(arg)
2188 2198 except IOError:
2189 2199 if args.endswith('.py'):
2190 2200 filename = arg
2191 2201 else:
2192 2202 filename = None
2193 2203 return filename
2194 2204
2195 2205 # custom exceptions
2196 2206 class DataIsObject(Exception): pass
2197 2207
2198 2208 opts,args = self.parse_options(parameter_s,'prxn:')
2199 2209 # Set a few locals from the options for convenience:
2200 2210 opts_p = opts.has_key('p')
2201 2211 opts_r = opts.has_key('r')
2202 2212
2203 2213 # Default line number value
2204 2214 lineno = opts.get('n',None)
2205 2215
2206 2216 if opts_p:
2207 2217 args = '_%s' % last_call[0]
2208 2218 if not self.shell.user_ns.has_key(args):
2209 2219 args = last_call[1]
2210 2220
2211 2221 # use last_call to remember the state of the previous call, but don't
2212 2222 # let it be clobbered by successive '-p' calls.
2213 2223 try:
2214 2224 last_call[0] = self.shell.outputcache.prompt_count
2215 2225 if not opts_p:
2216 2226 last_call[1] = parameter_s
2217 2227 except:
2218 2228 pass
2219 2229
2220 2230 # by default this is done with temp files, except when the given
2221 2231 # arg is a filename
2222 2232 use_temp = 1
2223 2233
2224 2234 if re.match(r'\d',args):
2225 2235 # Mode where user specifies ranges of lines, like in %macro.
2226 2236 # This means that you can't edit files whose names begin with
2227 2237 # numbers this way. Tough.
2228 2238 ranges = args.split()
2229 2239 data = ''.join(self.extract_input_slices(ranges,opts_r))
2230 2240 elif args.endswith('.py'):
2231 2241 filename = make_filename(args)
2232 2242 data = ''
2233 2243 use_temp = 0
2234 2244 elif args:
2235 2245 try:
2236 2246 # Load the parameter given as a variable. If not a string,
2237 2247 # process it as an object instead (below)
2238 2248
2239 2249 #print '*** args',args,'type',type(args) # dbg
2240 2250 data = eval(args,self.shell.user_ns)
2241 2251 if not type(data) in StringTypes:
2242 2252 raise DataIsObject
2243 2253
2244 2254 except (NameError,SyntaxError):
2245 2255 # given argument is not a variable, try as a filename
2246 2256 filename = make_filename(args)
2247 2257 if filename is None:
2248 2258 warn("Argument given (%s) can't be found as a variable "
2249 2259 "or as a filename." % args)
2250 2260 return
2251 2261
2252 2262 data = ''
2253 2263 use_temp = 0
2254 2264 except DataIsObject:
2255 2265
2256 2266 # macros have a special edit function
2257 2267 if isinstance(data,Macro):
2258 2268 self._edit_macro(args,data)
2259 2269 return
2260 2270
2261 2271 # For objects, try to edit the file where they are defined
2262 2272 try:
2263 2273 filename = inspect.getabsfile(data)
2264 2274 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2265 2275 # class created by %edit? Try to find source
2266 2276 # by looking for method definitions instead, the
2267 2277 # __module__ in those classes is FakeModule.
2268 2278 attrs = [getattr(data, aname) for aname in dir(data)]
2269 2279 for attr in attrs:
2270 2280 if not inspect.ismethod(attr):
2271 2281 continue
2272 2282 filename = inspect.getabsfile(attr)
2273 2283 if filename and 'fakemodule' not in filename.lower():
2274 2284 # change the attribute to be the edit target instead
2275 2285 data = attr
2276 2286 break
2277 2287
2278 2288 datafile = 1
2279 2289 except TypeError:
2280 2290 filename = make_filename(args)
2281 2291 datafile = 1
2282 2292 warn('Could not find file where `%s` is defined.\n'
2283 2293 'Opening a file named `%s`' % (args,filename))
2284 2294 # Now, make sure we can actually read the source (if it was in
2285 2295 # a temp file it's gone by now).
2286 2296 if datafile:
2287 2297 try:
2288 2298 if lineno is None:
2289 2299 lineno = inspect.getsourcelines(data)[1]
2290 2300 except IOError:
2291 2301 filename = make_filename(args)
2292 2302 if filename is None:
2293 2303 warn('The file `%s` where `%s` was defined cannot '
2294 2304 'be read.' % (filename,data))
2295 2305 return
2296 2306 use_temp = 0
2297 2307 else:
2298 2308 data = ''
2299 2309
2300 2310 if use_temp:
2301 2311 filename = self.shell.mktempfile(data)
2302 2312 print 'IPython will make a temporary file named:',filename
2303 2313
2304 2314 # do actual editing here
2305 2315 print 'Editing...',
2306 2316 sys.stdout.flush()
2307 2317 self.shell.hooks.editor(filename,lineno)
2308 2318 if opts.has_key('x'): # -x prevents actual execution
2309 2319 print
2310 2320 else:
2311 2321 print 'done. Executing edited code...'
2312 2322 if opts_r:
2313 2323 self.shell.runlines(file_read(filename))
2314 2324 else:
2315 2325 self.shell.safe_execfile(filename,self.shell.user_ns,
2316 2326 self.shell.user_ns)
2317 2327 if use_temp:
2318 2328 try:
2319 2329 return open(filename).read()
2320 2330 except IOError,msg:
2321 2331 if msg.filename == filename:
2322 2332 warn('File not found. Did you forget to save?')
2323 2333 return
2324 2334 else:
2325 2335 self.shell.showtraceback()
2326 2336
2327 2337 def magic_xmode(self,parameter_s = ''):
2328 2338 """Switch modes for the exception handlers.
2329 2339
2330 2340 Valid modes: Plain, Context and Verbose.
2331 2341
2332 2342 If called without arguments, acts as a toggle."""
2333 2343
2334 2344 def xmode_switch_err(name):
2335 2345 warn('Error changing %s exception modes.\n%s' %
2336 2346 (name,sys.exc_info()[1]))
2337 2347
2338 2348 shell = self.shell
2339 2349 new_mode = parameter_s.strip().capitalize()
2340 2350 try:
2341 2351 shell.InteractiveTB.set_mode(mode=new_mode)
2342 2352 print 'Exception reporting mode:',shell.InteractiveTB.mode
2343 2353 except:
2344 2354 xmode_switch_err('user')
2345 2355
2346 2356 # threaded shells use a special handler in sys.excepthook
2347 2357 if shell.isthreaded:
2348 2358 try:
2349 2359 shell.sys_excepthook.set_mode(mode=new_mode)
2350 2360 except:
2351 2361 xmode_switch_err('threaded')
2352 2362
2353 2363 def magic_colors(self,parameter_s = ''):
2354 2364 """Switch color scheme for prompts, info system and exception handlers.
2355 2365
2356 2366 Currently implemented schemes: NoColor, Linux, LightBG.
2357 2367
2358 2368 Color scheme names are not case-sensitive."""
2359 2369
2360 2370 def color_switch_err(name):
2361 2371 warn('Error changing %s color schemes.\n%s' %
2362 2372 (name,sys.exc_info()[1]))
2363 2373
2364 2374
2365 2375 new_scheme = parameter_s.strip()
2366 2376 if not new_scheme:
2367 2377 raise UsageError(
2368 2378 "%colors: you must specify a color scheme. See '%colors?'")
2369 2379 return
2370 2380 # local shortcut
2371 2381 shell = self.shell
2372 2382
2373 2383 import IPython.rlineimpl as readline
2374 2384
2375 2385 if not readline.have_readline and sys.platform == "win32":
2376 2386 msg = """\
2377 2387 Proper color support under MS Windows requires the pyreadline library.
2378 2388 You can find it at:
2379 2389 http://ipython.scipy.org/moin/PyReadline/Intro
2380 2390 Gary's readline needs the ctypes module, from:
2381 2391 http://starship.python.net/crew/theller/ctypes
2382 2392 (Note that ctypes is already part of Python versions 2.5 and newer).
2383 2393
2384 2394 Defaulting color scheme to 'NoColor'"""
2385 2395 new_scheme = 'NoColor'
2386 2396 warn(msg)
2387 2397
2388 2398 # readline option is 0
2389 2399 if not shell.has_readline:
2390 2400 new_scheme = 'NoColor'
2391 2401
2392 2402 # Set prompt colors
2393 2403 try:
2394 2404 shell.outputcache.set_colors(new_scheme)
2395 2405 except:
2396 2406 color_switch_err('prompt')
2397 2407 else:
2398 2408 shell.rc.colors = \
2399 2409 shell.outputcache.color_table.active_scheme_name
2400 2410 # Set exception colors
2401 2411 try:
2402 2412 shell.InteractiveTB.set_colors(scheme = new_scheme)
2403 2413 shell.SyntaxTB.set_colors(scheme = new_scheme)
2404 2414 except:
2405 2415 color_switch_err('exception')
2406 2416
2407 2417 # threaded shells use a verbose traceback in sys.excepthook
2408 2418 if shell.isthreaded:
2409 2419 try:
2410 2420 shell.sys_excepthook.set_colors(scheme=new_scheme)
2411 2421 except:
2412 2422 color_switch_err('system exception handler')
2413 2423
2414 2424 # Set info (for 'object?') colors
2415 2425 if shell.rc.color_info:
2416 2426 try:
2417 2427 shell.inspector.set_active_scheme(new_scheme)
2418 2428 except:
2419 2429 color_switch_err('object inspector')
2420 2430 else:
2421 2431 shell.inspector.set_active_scheme('NoColor')
2422 2432
2423 2433 def magic_color_info(self,parameter_s = ''):
2424 2434 """Toggle color_info.
2425 2435
2426 2436 The color_info configuration parameter controls whether colors are
2427 2437 used for displaying object details (by things like %psource, %pfile or
2428 2438 the '?' system). This function toggles this value with each call.
2429 2439
2430 2440 Note that unless you have a fairly recent pager (less works better
2431 2441 than more) in your system, using colored object information displays
2432 2442 will not work properly. Test it and see."""
2433 2443
2434 2444 self.shell.rc.color_info = 1 - self.shell.rc.color_info
2435 2445 self.magic_colors(self.shell.rc.colors)
2436 2446 print 'Object introspection functions have now coloring:',
2437 2447 print ['OFF','ON'][self.shell.rc.color_info]
2438 2448
2439 2449 def magic_Pprint(self, parameter_s=''):
2440 2450 """Toggle pretty printing on/off."""
2441 2451
2442 2452 self.shell.rc.pprint = 1 - self.shell.rc.pprint
2443 2453 print 'Pretty printing has been turned', \
2444 2454 ['OFF','ON'][self.shell.rc.pprint]
2445 2455
2446 2456 def magic_exit(self, parameter_s=''):
2447 2457 """Exit IPython, confirming if configured to do so.
2448 2458
2449 2459 You can configure whether IPython asks for confirmation upon exit by
2450 2460 setting the confirm_exit flag in the ipythonrc file."""
2451 2461
2452 2462 self.shell.exit()
2453 2463
2454 2464 def magic_quit(self, parameter_s=''):
2455 2465 """Exit IPython, confirming if configured to do so (like %exit)"""
2456 2466
2457 2467 self.shell.exit()
2458 2468
2459 2469 def magic_Exit(self, parameter_s=''):
2460 2470 """Exit IPython without confirmation."""
2461 2471
2462 2472 self.shell.exit_now = True
2463 2473
2464 2474 #......................................................................
2465 2475 # Functions to implement unix shell-type things
2466 2476
2467 2477 def magic_alias(self, parameter_s = ''):
2468 2478 """Define an alias for a system command.
2469 2479
2470 2480 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2471 2481
2472 2482 Then, typing 'alias_name params' will execute the system command 'cmd
2473 2483 params' (from your underlying operating system).
2474 2484
2475 2485 Aliases have lower precedence than magic functions and Python normal
2476 2486 variables, so if 'foo' is both a Python variable and an alias, the
2477 2487 alias can not be executed until 'del foo' removes the Python variable.
2478 2488
2479 2489 You can use the %l specifier in an alias definition to represent the
2480 2490 whole line when the alias is called. For example:
2481 2491
2482 2492 In [2]: alias all echo "Input in brackets: <%l>"\\
2483 2493 In [3]: all hello world\\
2484 2494 Input in brackets: <hello world>
2485 2495
2486 2496 You can also define aliases with parameters using %s specifiers (one
2487 2497 per parameter):
2488 2498
2489 2499 In [1]: alias parts echo first %s second %s\\
2490 2500 In [2]: %parts A B\\
2491 2501 first A second B\\
2492 2502 In [3]: %parts A\\
2493 2503 Incorrect number of arguments: 2 expected.\\
2494 2504 parts is an alias to: 'echo first %s second %s'
2495 2505
2496 2506 Note that %l and %s are mutually exclusive. You can only use one or
2497 2507 the other in your aliases.
2498 2508
2499 2509 Aliases expand Python variables just like system calls using ! or !!
2500 2510 do: all expressions prefixed with '$' get expanded. For details of
2501 2511 the semantic rules, see PEP-215:
2502 2512 http://www.python.org/peps/pep-0215.html. This is the library used by
2503 2513 IPython for variable expansion. If you want to access a true shell
2504 2514 variable, an extra $ is necessary to prevent its expansion by IPython:
2505 2515
2506 2516 In [6]: alias show echo\\
2507 2517 In [7]: PATH='A Python string'\\
2508 2518 In [8]: show $PATH\\
2509 2519 A Python string\\
2510 2520 In [9]: show $$PATH\\
2511 2521 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2512 2522
2513 2523 You can use the alias facility to acess all of $PATH. See the %rehash
2514 2524 and %rehashx functions, which automatically create aliases for the
2515 2525 contents of your $PATH.
2516 2526
2517 2527 If called with no parameters, %alias prints the current alias table."""
2518 2528
2519 2529 par = parameter_s.strip()
2520 2530 if not par:
2521 2531 stored = self.db.get('stored_aliases', {} )
2522 2532 atab = self.shell.alias_table
2523 2533 aliases = atab.keys()
2524 2534 aliases.sort()
2525 2535 res = []
2526 2536 showlast = []
2527 2537 for alias in aliases:
2528 2538 special = False
2529 2539 try:
2530 2540 tgt = atab[alias][1]
2531 2541 except (TypeError, AttributeError):
2532 2542 # unsubscriptable? probably a callable
2533 2543 tgt = atab[alias]
2534 2544 special = True
2535 2545 # 'interesting' aliases
2536 2546 if (alias in stored or
2537 2547 special or
2538 2548 alias.lower() != os.path.splitext(tgt)[0].lower() or
2539 2549 ' ' in tgt):
2540 2550 showlast.append((alias, tgt))
2541 2551 else:
2542 2552 res.append((alias, tgt ))
2543 2553
2544 2554 # show most interesting aliases last
2545 2555 res.extend(showlast)
2546 2556 print "Total number of aliases:",len(aliases)
2547 2557 return res
2548 2558 try:
2549 2559 alias,cmd = par.split(None,1)
2550 2560 except:
2551 2561 print OInspect.getdoc(self.magic_alias)
2552 2562 else:
2553 2563 nargs = cmd.count('%s')
2554 2564 if nargs>0 and cmd.find('%l')>=0:
2555 2565 error('The %s and %l specifiers are mutually exclusive '
2556 2566 'in alias definitions.')
2557 2567 else: # all looks OK
2558 2568 self.shell.alias_table[alias] = (nargs,cmd)
2559 2569 self.shell.alias_table_validate(verbose=0)
2560 2570 # end magic_alias
2561 2571
2562 2572 def magic_unalias(self, parameter_s = ''):
2563 2573 """Remove an alias"""
2564 2574
2565 2575 aname = parameter_s.strip()
2566 2576 if aname in self.shell.alias_table:
2567 2577 del self.shell.alias_table[aname]
2568 2578 stored = self.db.get('stored_aliases', {} )
2569 2579 if aname in stored:
2570 2580 print "Removing %stored alias",aname
2571 2581 del stored[aname]
2572 2582 self.db['stored_aliases'] = stored
2573 2583
2574 2584
2575 2585 def magic_rehashx(self, parameter_s = ''):
2576 2586 """Update the alias table with all executable files in $PATH.
2577 2587
2578 2588 This version explicitly checks that every entry in $PATH is a file
2579 2589 with execute access (os.X_OK), so it is much slower than %rehash.
2580 2590
2581 2591 Under Windows, it checks executability as a match agains a
2582 2592 '|'-separated string of extensions, stored in the IPython config
2583 2593 variable win_exec_ext. This defaults to 'exe|com|bat'.
2584 2594
2585 2595 This function also resets the root module cache of module completer,
2586 2596 used on slow filesystems.
2587 2597 """
2588 2598
2589 2599
2590 2600 ip = self.api
2591 2601
2592 2602 # for the benefit of module completer in ipy_completers.py
2593 2603 del ip.db['rootmodules']
2594 2604
2595 2605 path = [os.path.abspath(os.path.expanduser(p)) for p in
2596 2606 os.environ.get('PATH','').split(os.pathsep)]
2597 2607 path = filter(os.path.isdir,path)
2598 2608
2599 2609 alias_table = self.shell.alias_table
2600 2610 syscmdlist = []
2601 2611 if os.name == 'posix':
2602 2612 isexec = lambda fname:os.path.isfile(fname) and \
2603 2613 os.access(fname,os.X_OK)
2604 2614 else:
2605 2615
2606 2616 try:
2607 2617 winext = os.environ['pathext'].replace(';','|').replace('.','')
2608 2618 except KeyError:
2609 2619 winext = 'exe|com|bat|py'
2610 2620 if 'py' not in winext:
2611 2621 winext += '|py'
2612 2622 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2613 2623 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2614 2624 savedir = os.getcwd()
2615 2625 try:
2616 2626 # write the whole loop for posix/Windows so we don't have an if in
2617 2627 # the innermost part
2618 2628 if os.name == 'posix':
2619 2629 for pdir in path:
2620 2630 os.chdir(pdir)
2621 2631 for ff in os.listdir(pdir):
2622 2632 if isexec(ff) and ff not in self.shell.no_alias:
2623 2633 # each entry in the alias table must be (N,name),
2624 2634 # where N is the number of positional arguments of the
2625 2635 # alias.
2626 2636 alias_table[ff] = (0,ff)
2627 2637 syscmdlist.append(ff)
2628 2638 else:
2629 2639 for pdir in path:
2630 2640 os.chdir(pdir)
2631 2641 for ff in os.listdir(pdir):
2632 2642 base, ext = os.path.splitext(ff)
2633 2643 if isexec(ff) and base.lower() not in self.shell.no_alias:
2634 2644 if ext.lower() == '.exe':
2635 2645 ff = base
2636 2646 alias_table[base.lower()] = (0,ff)
2637 2647 syscmdlist.append(ff)
2638 2648 # Make sure the alias table doesn't contain keywords or builtins
2639 2649 self.shell.alias_table_validate()
2640 2650 # Call again init_auto_alias() so we get 'rm -i' and other
2641 2651 # modified aliases since %rehashx will probably clobber them
2642 2652
2643 2653 # no, we don't want them. if %rehashx clobbers them, good,
2644 2654 # we'll probably get better versions
2645 2655 # self.shell.init_auto_alias()
2646 2656 db = ip.db
2647 2657 db['syscmdlist'] = syscmdlist
2648 2658 finally:
2649 2659 os.chdir(savedir)
2650 2660
2651 2661 def magic_pwd(self, parameter_s = ''):
2652 2662 """Return the current working directory path."""
2653 2663 return os.getcwd()
2654 2664
2655 2665 def magic_cd(self, parameter_s=''):
2656 2666 """Change the current working directory.
2657 2667
2658 2668 This command automatically maintains an internal list of directories
2659 2669 you visit during your IPython session, in the variable _dh. The
2660 2670 command %dhist shows this history nicely formatted. You can also
2661 2671 do 'cd -<tab>' to see directory history conveniently.
2662 2672
2663 2673 Usage:
2664 2674
2665 2675 cd 'dir': changes to directory 'dir'.
2666 2676
2667 2677 cd -: changes to the last visited directory.
2668 2678
2669 2679 cd -<n>: changes to the n-th directory in the directory history.
2670 2680
2671 2681 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2672 2682 (note: cd <bookmark_name> is enough if there is no
2673 2683 directory <bookmark_name>, but a bookmark with the name exists.)
2674 2684 'cd -b <tab>' allows you to tab-complete bookmark names.
2675 2685
2676 2686 Options:
2677 2687
2678 2688 -q: quiet. Do not print the working directory after the cd command is
2679 2689 executed. By default IPython's cd command does print this directory,
2680 2690 since the default prompts do not display path information.
2681 2691
2682 2692 Note that !cd doesn't work for this purpose because the shell where
2683 2693 !command runs is immediately discarded after executing 'command'."""
2684 2694
2685 2695 parameter_s = parameter_s.strip()
2686 2696 #bkms = self.shell.persist.get("bookmarks",{})
2687 2697
2688 2698 oldcwd = os.getcwd()
2689 2699 numcd = re.match(r'(-)(\d+)$',parameter_s)
2690 2700 # jump in directory history by number
2691 2701 if numcd:
2692 2702 nn = int(numcd.group(2))
2693 2703 try:
2694 2704 ps = self.shell.user_ns['_dh'][nn]
2695 2705 except IndexError:
2696 2706 print 'The requested directory does not exist in history.'
2697 2707 return
2698 2708 else:
2699 2709 opts = {}
2700 2710 else:
2701 2711 #turn all non-space-escaping backslashes to slashes,
2702 2712 # for c:\windows\directory\names\
2703 2713 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2704 2714 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2705 2715 # jump to previous
2706 2716 if ps == '-':
2707 2717 try:
2708 2718 ps = self.shell.user_ns['_dh'][-2]
2709 2719 except IndexError:
2710 2720 raise UsageError('%cd -: No previous directory to change to.')
2711 2721 # jump to bookmark if needed
2712 2722 else:
2713 2723 if not os.path.isdir(ps) or opts.has_key('b'):
2714 2724 bkms = self.db.get('bookmarks', {})
2715 2725
2716 2726 if bkms.has_key(ps):
2717 2727 target = bkms[ps]
2718 2728 print '(bookmark:%s) -> %s' % (ps,target)
2719 2729 ps = target
2720 2730 else:
2721 2731 if opts.has_key('b'):
2722 2732 raise UsageError("Bookmark '%s' not found. "
2723 2733 "Use '%%bookmark -l' to see your bookmarks." % ps)
2724 2734
2725 2735 # at this point ps should point to the target dir
2726 2736 if ps:
2727 2737 try:
2728 2738 os.chdir(os.path.expanduser(ps))
2729 2739 if self.shell.rc.term_title:
2730 2740 #print 'set term title:',self.shell.rc.term_title # dbg
2731 2741 platutils.set_term_title('IPy ' + abbrev_cwd())
2732 2742 except OSError:
2733 2743 print sys.exc_info()[1]
2734 2744 else:
2735 2745 cwd = os.getcwd()
2736 2746 dhist = self.shell.user_ns['_dh']
2737 2747 if oldcwd != cwd:
2738 2748 dhist.append(cwd)
2739 2749 self.db['dhist'] = compress_dhist(dhist)[-100:]
2740 2750
2741 2751 else:
2742 2752 os.chdir(self.shell.home_dir)
2743 2753 if self.shell.rc.term_title:
2744 2754 platutils.set_term_title("IPy ~")
2745 2755 cwd = os.getcwd()
2746 2756 dhist = self.shell.user_ns['_dh']
2747 2757
2748 2758 if oldcwd != cwd:
2749 2759 dhist.append(cwd)
2750 2760 self.db['dhist'] = compress_dhist(dhist)[-100:]
2751 2761 if not 'q' in opts and self.shell.user_ns['_dh']:
2752 2762 print self.shell.user_ns['_dh'][-1]
2753 2763
2754 2764
2755 2765 def magic_env(self, parameter_s=''):
2756 2766 """List environment variables."""
2757 2767
2758 2768 return os.environ.data
2759 2769
2760 2770 def magic_pushd(self, parameter_s=''):
2761 2771 """Place the current dir on stack and change directory.
2762 2772
2763 2773 Usage:\\
2764 2774 %pushd ['dirname']
2765 2775 """
2766 2776
2767 2777 dir_s = self.shell.dir_stack
2768 2778 tgt = os.path.expanduser(parameter_s)
2769 2779 cwd = os.getcwd().replace(self.home_dir,'~')
2770 2780 if tgt:
2771 2781 self.magic_cd(parameter_s)
2772 2782 dir_s.insert(0,cwd)
2773 2783 return self.magic_dirs()
2774 2784
2775 2785 def magic_popd(self, parameter_s=''):
2776 2786 """Change to directory popped off the top of the stack.
2777 2787 """
2778 2788 if not self.shell.dir_stack:
2779 2789 raise UsageError("%popd on empty stack")
2780 2790 top = self.shell.dir_stack.pop(0)
2781 2791 self.magic_cd(top)
2782 2792 print "popd ->",top
2783 2793
2784 2794 def magic_dirs(self, parameter_s=''):
2785 2795 """Return the current directory stack."""
2786 2796
2787 2797 return self.shell.dir_stack
2788 2798
2789 2799 def magic_dhist(self, parameter_s=''):
2790 2800 """Print your history of visited directories.
2791 2801
2792 2802 %dhist -> print full history\\
2793 2803 %dhist n -> print last n entries only\\
2794 2804 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2795 2805
2796 2806 This history is automatically maintained by the %cd command, and
2797 2807 always available as the global list variable _dh. You can use %cd -<n>
2798 2808 to go to directory number <n>.
2799 2809
2800 2810 Note that most of time, you should view directory history by entering
2801 2811 cd -<TAB>.
2802 2812
2803 2813 """
2804 2814
2805 2815 dh = self.shell.user_ns['_dh']
2806 2816 if parameter_s:
2807 2817 try:
2808 2818 args = map(int,parameter_s.split())
2809 2819 except:
2810 2820 self.arg_err(Magic.magic_dhist)
2811 2821 return
2812 2822 if len(args) == 1:
2813 2823 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2814 2824 elif len(args) == 2:
2815 2825 ini,fin = args
2816 2826 else:
2817 2827 self.arg_err(Magic.magic_dhist)
2818 2828 return
2819 2829 else:
2820 2830 ini,fin = 0,len(dh)
2821 2831 nlprint(dh,
2822 2832 header = 'Directory history (kept in _dh)',
2823 2833 start=ini,stop=fin)
2824 2834
2825 2835
2826 2836 def magic_sc(self, parameter_s=''):
2827 2837 """Shell capture - execute a shell command and capture its output.
2828 2838
2829 2839 DEPRECATED. Suboptimal, retained for backwards compatibility.
2830 2840
2831 2841 You should use the form 'var = !command' instead. Example:
2832 2842
2833 2843 "%sc -l myfiles = ls ~" should now be written as
2834 2844
2835 2845 "myfiles = !ls ~"
2836 2846
2837 2847 myfiles.s, myfiles.l and myfiles.n still apply as documented
2838 2848 below.
2839 2849
2840 2850 --
2841 2851 %sc [options] varname=command
2842 2852
2843 2853 IPython will run the given command using commands.getoutput(), and
2844 2854 will then update the user's interactive namespace with a variable
2845 2855 called varname, containing the value of the call. Your command can
2846 2856 contain shell wildcards, pipes, etc.
2847 2857
2848 2858 The '=' sign in the syntax is mandatory, and the variable name you
2849 2859 supply must follow Python's standard conventions for valid names.
2850 2860
2851 2861 (A special format without variable name exists for internal use)
2852 2862
2853 2863 Options:
2854 2864
2855 2865 -l: list output. Split the output on newlines into a list before
2856 2866 assigning it to the given variable. By default the output is stored
2857 2867 as a single string.
2858 2868
2859 2869 -v: verbose. Print the contents of the variable.
2860 2870
2861 2871 In most cases you should not need to split as a list, because the
2862 2872 returned value is a special type of string which can automatically
2863 2873 provide its contents either as a list (split on newlines) or as a
2864 2874 space-separated string. These are convenient, respectively, either
2865 2875 for sequential processing or to be passed to a shell command.
2866 2876
2867 2877 For example:
2868 2878
2869 2879 # Capture into variable a
2870 2880 In []: sc a=ls *py
2871 2881
2872 2882 # a is a string with embedded newlines
2873 2883 In []: a
2874 2884 Out[]: 'setup.py\nwin32_manual_post_install.py'
2875 2885
2876 2886 # which can be seen as a list:
2877 2887 In []: a.l
2878 2888 Out[]: ['setup.py', 'win32_manual_post_install.py']
2879 2889
2880 2890 # or as a whitespace-separated string:
2881 2891 In []: a.s
2882 2892 Out[]: 'setup.py win32_manual_post_install.py'
2883 2893
2884 2894 # a.s is useful to pass as a single command line:
2885 2895 In []: !wc -l $a.s
2886 2896 146 setup.py
2887 2897 130 win32_manual_post_install.py
2888 2898 276 total
2889 2899
2890 2900 # while the list form is useful to loop over:
2891 2901 In []: for f in a.l:
2892 2902 ...: !wc -l $f
2893 2903 ...:
2894 2904 146 setup.py
2895 2905 130 win32_manual_post_install.py
2896 2906
2897 2907 Similiarly, the lists returned by the -l option are also special, in
2898 2908 the sense that you can equally invoke the .s attribute on them to
2899 2909 automatically get a whitespace-separated string from their contents:
2900 2910
2901 2911 In []: sc -l b=ls *py
2902 2912
2903 2913 In []: b
2904 2914 Out[]: ['setup.py', 'win32_manual_post_install.py']
2905 2915
2906 2916 In []: b.s
2907 2917 Out[]: 'setup.py win32_manual_post_install.py'
2908 2918
2909 2919 In summary, both the lists and strings used for ouptut capture have
2910 2920 the following special attributes:
2911 2921
2912 2922 .l (or .list) : value as list.
2913 2923 .n (or .nlstr): value as newline-separated string.
2914 2924 .s (or .spstr): value as space-separated string.
2915 2925 """
2916 2926
2917 2927 opts,args = self.parse_options(parameter_s,'lv')
2918 2928 # Try to get a variable name and command to run
2919 2929 try:
2920 2930 # the variable name must be obtained from the parse_options
2921 2931 # output, which uses shlex.split to strip options out.
2922 2932 var,_ = args.split('=',1)
2923 2933 var = var.strip()
2924 2934 # But the the command has to be extracted from the original input
2925 2935 # parameter_s, not on what parse_options returns, to avoid the
2926 2936 # quote stripping which shlex.split performs on it.
2927 2937 _,cmd = parameter_s.split('=',1)
2928 2938 except ValueError:
2929 2939 var,cmd = '',''
2930 2940 # If all looks ok, proceed
2931 2941 out,err = self.shell.getoutputerror(cmd)
2932 2942 if err:
2933 2943 print >> Term.cerr,err
2934 2944 if opts.has_key('l'):
2935 2945 out = SList(out.split('\n'))
2936 2946 else:
2937 2947 out = LSString(out)
2938 2948 if opts.has_key('v'):
2939 2949 print '%s ==\n%s' % (var,pformat(out))
2940 2950 if var:
2941 2951 self.shell.user_ns.update({var:out})
2942 2952 else:
2943 2953 return out
2944 2954
2945 2955 def magic_sx(self, parameter_s=''):
2946 2956 """Shell execute - run a shell command and capture its output.
2947 2957
2948 2958 %sx command
2949 2959
2950 2960 IPython will run the given command using commands.getoutput(), and
2951 2961 return the result formatted as a list (split on '\\n'). Since the
2952 2962 output is _returned_, it will be stored in ipython's regular output
2953 2963 cache Out[N] and in the '_N' automatic variables.
2954 2964
2955 2965 Notes:
2956 2966
2957 2967 1) If an input line begins with '!!', then %sx is automatically
2958 2968 invoked. That is, while:
2959 2969 !ls
2960 2970 causes ipython to simply issue system('ls'), typing
2961 2971 !!ls
2962 2972 is a shorthand equivalent to:
2963 2973 %sx ls
2964 2974
2965 2975 2) %sx differs from %sc in that %sx automatically splits into a list,
2966 2976 like '%sc -l'. The reason for this is to make it as easy as possible
2967 2977 to process line-oriented shell output via further python commands.
2968 2978 %sc is meant to provide much finer control, but requires more
2969 2979 typing.
2970 2980
2971 2981 3) Just like %sc -l, this is a list with special attributes:
2972 2982
2973 2983 .l (or .list) : value as list.
2974 2984 .n (or .nlstr): value as newline-separated string.
2975 2985 .s (or .spstr): value as whitespace-separated string.
2976 2986
2977 2987 This is very useful when trying to use such lists as arguments to
2978 2988 system commands."""
2979 2989
2980 2990 if parameter_s:
2981 2991 out,err = self.shell.getoutputerror(parameter_s)
2982 2992 if err:
2983 2993 print >> Term.cerr,err
2984 2994 return SList(out.split('\n'))
2985 2995
2986 2996 def magic_bg(self, parameter_s=''):
2987 2997 """Run a job in the background, in a separate thread.
2988 2998
2989 2999 For example,
2990 3000
2991 3001 %bg myfunc(x,y,z=1)
2992 3002
2993 3003 will execute 'myfunc(x,y,z=1)' in a background thread. As soon as the
2994 3004 execution starts, a message will be printed indicating the job
2995 3005 number. If your job number is 5, you can use
2996 3006
2997 3007 myvar = jobs.result(5) or myvar = jobs[5].result
2998 3008
2999 3009 to assign this result to variable 'myvar'.
3000 3010
3001 3011 IPython has a job manager, accessible via the 'jobs' object. You can
3002 3012 type jobs? to get more information about it, and use jobs.<TAB> to see
3003 3013 its attributes. All attributes not starting with an underscore are
3004 3014 meant for public use.
3005 3015
3006 3016 In particular, look at the jobs.new() method, which is used to create
3007 3017 new jobs. This magic %bg function is just a convenience wrapper
3008 3018 around jobs.new(), for expression-based jobs. If you want to create a
3009 3019 new job with an explicit function object and arguments, you must call
3010 3020 jobs.new() directly.
3011 3021
3012 3022 The jobs.new docstring also describes in detail several important
3013 3023 caveats associated with a thread-based model for background job
3014 3024 execution. Type jobs.new? for details.
3015 3025
3016 3026 You can check the status of all jobs with jobs.status().
3017 3027
3018 3028 The jobs variable is set by IPython into the Python builtin namespace.
3019 3029 If you ever declare a variable named 'jobs', you will shadow this
3020 3030 name. You can either delete your global jobs variable to regain
3021 3031 access to the job manager, or make a new name and assign it manually
3022 3032 to the manager (stored in IPython's namespace). For example, to
3023 3033 assign the job manager to the Jobs name, use:
3024 3034
3025 3035 Jobs = __builtins__.jobs"""
3026 3036
3027 3037 self.shell.jobs.new(parameter_s,self.shell.user_ns)
3028 3038
3029 3039 def magic_r(self, parameter_s=''):
3030 3040 """Repeat previous input.
3031 3041
3032 3042 Note: Consider using the more powerfull %rep instead!
3033 3043
3034 3044 If given an argument, repeats the previous command which starts with
3035 3045 the same string, otherwise it just repeats the previous input.
3036 3046
3037 3047 Shell escaped commands (with ! as first character) are not recognized
3038 3048 by this system, only pure python code and magic commands.
3039 3049 """
3040 3050
3041 3051 start = parameter_s.strip()
3042 3052 esc_magic = self.shell.ESC_MAGIC
3043 3053 # Identify magic commands even if automagic is on (which means
3044 3054 # the in-memory version is different from that typed by the user).
3045 3055 if self.shell.rc.automagic:
3046 3056 start_magic = esc_magic+start
3047 3057 else:
3048 3058 start_magic = start
3049 3059 # Look through the input history in reverse
3050 3060 for n in range(len(self.shell.input_hist)-2,0,-1):
3051 3061 input = self.shell.input_hist[n]
3052 3062 # skip plain 'r' lines so we don't recurse to infinity
3053 3063 if input != '_ip.magic("r")\n' and \
3054 3064 (input.startswith(start) or input.startswith(start_magic)):
3055 3065 #print 'match',`input` # dbg
3056 3066 print 'Executing:',input,
3057 3067 self.shell.runlines(input)
3058 3068 return
3059 3069 print 'No previous input matching `%s` found.' % start
3060 3070
3061 3071
3062 3072 def magic_bookmark(self, parameter_s=''):
3063 3073 """Manage IPython's bookmark system.
3064 3074
3065 3075 %bookmark <name> - set bookmark to current dir
3066 3076 %bookmark <name> <dir> - set bookmark to <dir>
3067 3077 %bookmark -l - list all bookmarks
3068 3078 %bookmark -d <name> - remove bookmark
3069 3079 %bookmark -r - remove all bookmarks
3070 3080
3071 3081 You can later on access a bookmarked folder with:
3072 3082 %cd -b <name>
3073 3083 or simply '%cd <name>' if there is no directory called <name> AND
3074 3084 there is such a bookmark defined.
3075 3085
3076 3086 Your bookmarks persist through IPython sessions, but they are
3077 3087 associated with each profile."""
3078 3088
3079 3089 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3080 3090 if len(args) > 2:
3081 3091 raise UsageError("%bookmark: too many arguments")
3082 3092
3083 3093 bkms = self.db.get('bookmarks',{})
3084 3094
3085 3095 if opts.has_key('d'):
3086 3096 try:
3087 3097 todel = args[0]
3088 3098 except IndexError:
3089 3099 raise UsageError(
3090 3100 "%bookmark -d: must provide a bookmark to delete")
3091 3101 else:
3092 3102 try:
3093 3103 del bkms[todel]
3094 3104 except KeyError:
3095 3105 raise UsageError(
3096 3106 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3097 3107
3098 3108 elif opts.has_key('r'):
3099 3109 bkms = {}
3100 3110 elif opts.has_key('l'):
3101 3111 bks = bkms.keys()
3102 3112 bks.sort()
3103 3113 if bks:
3104 3114 size = max(map(len,bks))
3105 3115 else:
3106 3116 size = 0
3107 3117 fmt = '%-'+str(size)+'s -> %s'
3108 3118 print 'Current bookmarks:'
3109 3119 for bk in bks:
3110 3120 print fmt % (bk,bkms[bk])
3111 3121 else:
3112 3122 if not args:
3113 3123 raise UsageError("%bookmark: You must specify the bookmark name")
3114 3124 elif len(args)==1:
3115 3125 bkms[args[0]] = os.getcwd()
3116 3126 elif len(args)==2:
3117 3127 bkms[args[0]] = args[1]
3118 3128 self.db['bookmarks'] = bkms
3119 3129
3120 3130 def magic_pycat(self, parameter_s=''):
3121 3131 """Show a syntax-highlighted file through a pager.
3122 3132
3123 3133 This magic is similar to the cat utility, but it will assume the file
3124 3134 to be Python source and will show it with syntax highlighting. """
3125 3135
3126 3136 try:
3127 3137 filename = get_py_filename(parameter_s)
3128 3138 cont = file_read(filename)
3129 3139 except IOError:
3130 3140 try:
3131 3141 cont = eval(parameter_s,self.user_ns)
3132 3142 except NameError:
3133 3143 cont = None
3134 3144 if cont is None:
3135 3145 print "Error: no such file or variable"
3136 3146 return
3137 3147
3138 3148 page(self.shell.pycolorize(cont),
3139 3149 screen_lines=self.shell.rc.screen_length)
3140 3150
3141 3151 def magic_cpaste(self, parameter_s=''):
3142 3152 """Allows you to paste & execute a pre-formatted code block from clipboard.
3143 3153
3144 3154 You must terminate the block with '--' (two minus-signs) alone on the
3145 3155 line. You can also provide your own sentinel with '%paste -s %%' ('%%'
3146 3156 is the new sentinel for this operation)
3147 3157
3148 3158 The block is dedented prior to execution to enable execution of method
3149 3159 definitions. '>' and '+' characters at the beginning of a line are
3150 3160 ignored, to allow pasting directly from e-mails, diff files and
3151 3161 doctests (the '...' continuation prompt is also stripped). The
3152 3162 executed block is also assigned to variable named 'pasted_block' for
3153 3163 later editing with '%edit pasted_block'.
3154 3164
3155 3165 You can also pass a variable name as an argument, e.g. '%cpaste foo'.
3156 3166 This assigns the pasted block to variable 'foo' as string, without
3157 3167 dedenting or executing it (preceding >>> and + is still stripped)
3158 3168
3159 3169 Do not be alarmed by garbled output on Windows (it's a readline bug).
3160 3170 Just press enter and type -- (and press enter again) and the block
3161 3171 will be what was just pasted.
3162 3172
3163 3173 IPython statements (magics, shell escapes) are not supported (yet).
3164 3174 """
3165 3175 opts,args = self.parse_options(parameter_s,'s:',mode='string')
3166 3176 par = args.strip()
3167 3177 sentinel = opts.get('s','--')
3168 3178
3169 3179 # Regular expressions that declare text we strip from the input:
3170 3180 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3171 3181 r'^\s*(\s?>)+', # Python input prompt
3172 3182 r'^\s*\.{3,}', # Continuation prompts
3173 3183 r'^\++',
3174 3184 ]
3175 3185
3176 3186 strip_from_start = map(re.compile,strip_re)
3177 3187
3178 3188 from IPython import iplib
3179 3189 lines = []
3180 3190 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3181 3191 while 1:
3182 3192 l = iplib.raw_input_original(':')
3183 3193 if l ==sentinel:
3184 3194 break
3185 3195
3186 3196 for pat in strip_from_start:
3187 3197 l = pat.sub('',l)
3188 3198 lines.append(l)
3189 3199
3190 3200 block = "\n".join(lines) + '\n'
3191 3201 #print "block:\n",block
3192 3202 if not par:
3193 3203 b = textwrap.dedent(block)
3194 3204 exec b in self.user_ns
3195 3205 self.user_ns['pasted_block'] = b
3196 3206 else:
3197 3207 self.user_ns[par] = SList(block.splitlines())
3198 3208 print "Block assigned to '%s'" % par
3199 3209
3200 3210 def magic_quickref(self,arg):
3201 3211 """ Show a quick reference sheet """
3202 3212 import IPython.usage
3203 3213 qr = IPython.usage.quick_reference + self.magic_magic('-brief')
3204 3214
3205 3215 page(qr)
3206 3216
3207 3217 def magic_upgrade(self,arg):
3208 3218 """ Upgrade your IPython installation
3209 3219
3210 3220 This will copy the config files that don't yet exist in your
3211 3221 ipython dir from the system config dir. Use this after upgrading
3212 3222 IPython if you don't wish to delete your .ipython dir.
3213 3223
3214 3224 Call with -nolegacy to get rid of ipythonrc* files (recommended for
3215 3225 new users)
3216 3226
3217 3227 """
3218 3228 ip = self.getapi()
3219 3229 ipinstallation = path(IPython.__file__).dirname()
3220 3230 upgrade_script = '%s "%s"' % (sys.executable,ipinstallation / 'upgrade_dir.py')
3221 3231 src_config = ipinstallation / 'UserConfig'
3222 3232 userdir = path(ip.options.ipythondir)
3223 3233 cmd = '%s "%s" "%s"' % (upgrade_script, src_config, userdir)
3224 3234 print ">",cmd
3225 3235 shell(cmd)
3226 3236 if arg == '-nolegacy':
3227 3237 legacy = userdir.files('ipythonrc*')
3228 3238 print "Nuking legacy files:",legacy
3229 3239
3230 3240 [p.remove() for p in legacy]
3231 3241 suffix = (sys.platform == 'win32' and '.ini' or '')
3232 3242 (userdir / ('ipythonrc' + suffix)).write_text('# Empty, see ipy_user_conf.py\n')
3233 3243
3234 3244
3235 3245 def magic_doctest_mode(self,parameter_s=''):
3236 3246 """Toggle doctest mode on and off.
3237 3247
3238 3248 This mode allows you to toggle the prompt behavior between normal
3239 3249 IPython prompts and ones that are as similar to the default IPython
3240 3250 interpreter as possible.
3241 3251
3242 3252 It also supports the pasting of code snippets that have leading '>>>'
3243 3253 and '...' prompts in them. This means that you can paste doctests from
3244 3254 files or docstrings (even if they have leading whitespace), and the
3245 3255 code will execute correctly. You can then use '%history -tn' to see
3246 3256 the translated history without line numbers; this will give you the
3247 3257 input after removal of all the leading prompts and whitespace, which
3248 3258 can be pasted back into an editor.
3249 3259
3250 3260 With these features, you can switch into this mode easily whenever you
3251 3261 need to do testing and changes to doctests, without having to leave
3252 3262 your existing IPython session.
3253 3263 """
3254 3264
3255 3265 # XXX - Fix this to have cleaner activate/deactivate calls.
3256 3266 from IPython.Extensions import InterpreterPasteInput as ipaste
3257 3267 from IPython.ipstruct import Struct
3258 3268
3259 3269 # Shorthands
3260 3270 shell = self.shell
3261 3271 oc = shell.outputcache
3262 3272 rc = shell.rc
3263 3273 meta = shell.meta
3264 3274 # dstore is a data store kept in the instance metadata bag to track any
3265 3275 # changes we make, so we can undo them later.
3266 3276 dstore = meta.setdefault('doctest_mode',Struct())
3267 3277 save_dstore = dstore.setdefault
3268 3278
3269 3279 # save a few values we'll need to recover later
3270 3280 mode = save_dstore('mode',False)
3271 3281 save_dstore('rc_pprint',rc.pprint)
3272 3282 save_dstore('xmode',shell.InteractiveTB.mode)
3273 3283 save_dstore('rc_separate_out',rc.separate_out)
3274 3284 save_dstore('rc_separate_out2',rc.separate_out2)
3275 3285 save_dstore('rc_prompts_pad_left',rc.prompts_pad_left)
3276 3286
3277 3287 if mode == False:
3278 3288 # turn on
3279 3289 ipaste.activate_prefilter()
3280 3290
3281 3291 oc.prompt1.p_template = '>>> '
3282 3292 oc.prompt2.p_template = '... '
3283 3293 oc.prompt_out.p_template = ''
3284 3294
3285 3295 oc.output_sep = ''
3286 3296 oc.output_sep2 = ''
3287 3297
3288 3298 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3289 3299 oc.prompt_out.pad_left = False
3290 3300
3291 3301 rc.pprint = False
3292 3302
3293 3303 shell.magic_xmode('Plain')
3294 3304
3295 3305 else:
3296 3306 # turn off
3297 3307 ipaste.deactivate_prefilter()
3298 3308
3299 3309 oc.prompt1.p_template = rc.prompt_in1
3300 3310 oc.prompt2.p_template = rc.prompt_in2
3301 3311 oc.prompt_out.p_template = rc.prompt_out
3302 3312
3303 3313 oc.output_sep = dstore.rc_separate_out
3304 3314 oc.output_sep2 = dstore.rc_separate_out2
3305 3315
3306 3316 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3307 3317 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3308 3318
3309 3319 rc.pprint = dstore.rc_pprint
3310 3320
3311 3321 shell.magic_xmode(dstore.xmode)
3312 3322
3313 3323 # Store new mode and inform
3314 3324 dstore.mode = bool(1-int(mode))
3315 3325 print 'Doctest mode is:',
3316 3326 print ['OFF','ON'][dstore.mode]
3317 3327
3318 3328 # end Magic
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