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1 1 # -*- coding: utf-8 -*-
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4
5 5 #*****************************************************************************
6 6 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
7 7 # Copyright (C) 2001-2006 Fernando Perez <fperez@colorado.edu>
8 8 #
9 9 # Distributed under the terms of the BSD License. The full license is in
10 10 # the file COPYING, distributed as part of this software.
11 11 #*****************************************************************************
12 12
13 13 #****************************************************************************
14 14 # Modules and globals
15 15
16 16 # Python standard modules
17 17 import __builtin__
18 18 import bdb
19 19 import inspect
20 20 import os
21 21 import pdb
22 22 import pydoc
23 23 import sys
24 24 import re
25 25 import tempfile
26 26 import time
27 27 import cPickle as pickle
28 28 import textwrap
29 29 from cStringIO import StringIO
30 30 from getopt import getopt,GetoptError
31 31 from pprint import pprint, pformat
32 32
33 33 # cProfile was added in Python2.5
34 34 try:
35 35 import cProfile as profile
36 36 import pstats
37 37 except ImportError:
38 38 # profile isn't bundled by default in Debian for license reasons
39 39 try:
40 40 import profile,pstats
41 41 except ImportError:
42 42 profile = pstats = None
43 43
44 44 # Homebrewed
45 45 import IPython
46 46 from IPython import Debugger, OInspect, wildcard
47 47 from IPython.FakeModule import FakeModule
48 48 from IPython.Itpl import Itpl, itpl, printpl,itplns
49 49 from IPython.PyColorize import Parser
50 50 from IPython.ipstruct import Struct
51 51 from IPython.macro import Macro
52 52 from IPython.genutils import *
53 53 from IPython import platutils
54 54 import IPython.generics
55 55 import IPython.ipapi
56 56 from IPython.ipapi import UsageError
57 57 from IPython.testing import decorators as testdec
58 58
59 59 #***************************************************************************
60 60 # Utility functions
61 61 def on_off(tag):
62 62 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
63 63 return ['OFF','ON'][tag]
64 64
65 65 class Bunch: pass
66 66
67 67 def compress_dhist(dh):
68 68 head, tail = dh[:-10], dh[-10:]
69 69
70 70 newhead = []
71 71 done = set()
72 72 for h in head:
73 73 if h in done:
74 74 continue
75 75 newhead.append(h)
76 76 done.add(h)
77 77
78 78 return newhead + tail
79 79
80 80
81 81 #***************************************************************************
82 82 # Main class implementing Magic functionality
83 83 class Magic:
84 84 """Magic functions for InteractiveShell.
85 85
86 86 Shell functions which can be reached as %function_name. All magic
87 87 functions should accept a string, which they can parse for their own
88 88 needs. This can make some functions easier to type, eg `%cd ../`
89 89 vs. `%cd("../")`
90 90
91 91 ALL definitions MUST begin with the prefix magic_. The user won't need it
92 92 at the command line, but it is is needed in the definition. """
93 93
94 94 # class globals
95 95 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
96 96 'Automagic is ON, % prefix NOT needed for magic functions.']
97 97
98 98 #......................................................................
99 99 # some utility functions
100 100
101 101 def __init__(self,shell):
102 102
103 103 self.options_table = {}
104 104 if profile is None:
105 105 self.magic_prun = self.profile_missing_notice
106 106 self.shell = shell
107 107
108 108 # namespace for holding state we may need
109 109 self._magic_state = Bunch()
110 110
111 111 def profile_missing_notice(self, *args, **kwargs):
112 112 error("""\
113 113 The profile module could not be found. It has been removed from the standard
114 114 python packages because of its non-free license. To use profiling, install the
115 115 python-profiler package from non-free.""")
116 116
117 117 def default_option(self,fn,optstr):
118 118 """Make an entry in the options_table for fn, with value optstr"""
119 119
120 120 if fn not in self.lsmagic():
121 121 error("%s is not a magic function" % fn)
122 122 self.options_table[fn] = optstr
123 123
124 124 def lsmagic(self):
125 125 """Return a list of currently available magic functions.
126 126
127 127 Gives a list of the bare names after mangling (['ls','cd', ...], not
128 128 ['magic_ls','magic_cd',...]"""
129 129
130 130 # FIXME. This needs a cleanup, in the way the magics list is built.
131 131
132 132 # magics in class definition
133 133 class_magic = lambda fn: fn.startswith('magic_') and \
134 134 callable(Magic.__dict__[fn])
135 135 # in instance namespace (run-time user additions)
136 136 inst_magic = lambda fn: fn.startswith('magic_') and \
137 137 callable(self.__dict__[fn])
138 138 # and bound magics by user (so they can access self):
139 139 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
140 140 callable(self.__class__.__dict__[fn])
141 141 magics = filter(class_magic,Magic.__dict__.keys()) + \
142 142 filter(inst_magic,self.__dict__.keys()) + \
143 143 filter(inst_bound_magic,self.__class__.__dict__.keys())
144 144 out = []
145 145 for fn in set(magics):
146 146 out.append(fn.replace('magic_','',1))
147 147 out.sort()
148 148 return out
149 149
150 150 def extract_input_slices(self,slices,raw=False):
151 151 """Return as a string a set of input history slices.
152 152
153 153 Inputs:
154 154
155 155 - slices: the set of slices is given as a list of strings (like
156 156 ['1','4:8','9'], since this function is for use by magic functions
157 157 which get their arguments as strings.
158 158
159 159 Optional inputs:
160 160
161 161 - raw(False): by default, the processed input is used. If this is
162 162 true, the raw input history is used instead.
163 163
164 164 Note that slices can be called with two notations:
165 165
166 166 N:M -> standard python form, means including items N...(M-1).
167 167
168 168 N-M -> include items N..M (closed endpoint)."""
169 169
170 170 if raw:
171 171 hist = self.shell.input_hist_raw
172 172 else:
173 173 hist = self.shell.input_hist
174 174
175 175 cmds = []
176 176 for chunk in slices:
177 177 if ':' in chunk:
178 178 ini,fin = map(int,chunk.split(':'))
179 179 elif '-' in chunk:
180 180 ini,fin = map(int,chunk.split('-'))
181 181 fin += 1
182 182 else:
183 183 ini = int(chunk)
184 184 fin = ini+1
185 185 cmds.append(hist[ini:fin])
186 186 return cmds
187 187
188 188 def _ofind(self, oname, namespaces=None):
189 189 """Find an object in the available namespaces.
190 190
191 191 self._ofind(oname) -> dict with keys: found,obj,ospace,ismagic
192 192
193 193 Has special code to detect magic functions.
194 194 """
195 195
196 196 oname = oname.strip()
197 197
198 198 alias_ns = None
199 199 if namespaces is None:
200 200 # Namespaces to search in:
201 201 # Put them in a list. The order is important so that we
202 202 # find things in the same order that Python finds them.
203 203 namespaces = [ ('Interactive', self.shell.user_ns),
204 204 ('IPython internal', self.shell.internal_ns),
205 205 ('Python builtin', __builtin__.__dict__),
206 206 ('Alias', self.shell.alias_table),
207 207 ]
208 208 alias_ns = self.shell.alias_table
209 209
210 210 # initialize results to 'null'
211 211 found = 0; obj = None; ospace = None; ds = None;
212 212 ismagic = 0; isalias = 0; parent = None
213 213
214 214 # Look for the given name by splitting it in parts. If the head is
215 215 # found, then we look for all the remaining parts as members, and only
216 216 # declare success if we can find them all.
217 217 oname_parts = oname.split('.')
218 218 oname_head, oname_rest = oname_parts[0],oname_parts[1:]
219 219 for nsname,ns in namespaces:
220 220 try:
221 221 obj = ns[oname_head]
222 222 except KeyError:
223 223 continue
224 224 else:
225 225 #print 'oname_rest:', oname_rest # dbg
226 226 for part in oname_rest:
227 227 try:
228 228 parent = obj
229 229 obj = getattr(obj,part)
230 230 except:
231 231 # Blanket except b/c some badly implemented objects
232 232 # allow __getattr__ to raise exceptions other than
233 233 # AttributeError, which then crashes IPython.
234 234 break
235 235 else:
236 236 # If we finish the for loop (no break), we got all members
237 237 found = 1
238 238 ospace = nsname
239 239 if ns == alias_ns:
240 240 isalias = 1
241 241 break # namespace loop
242 242
243 243 # Try to see if it's magic
244 244 if not found:
245 245 if oname.startswith(self.shell.ESC_MAGIC):
246 246 oname = oname[1:]
247 247 obj = getattr(self,'magic_'+oname,None)
248 248 if obj is not None:
249 249 found = 1
250 250 ospace = 'IPython internal'
251 251 ismagic = 1
252 252
253 253 # Last try: special-case some literals like '', [], {}, etc:
254 254 if not found and oname_head in ["''",'""','[]','{}','()']:
255 255 obj = eval(oname_head)
256 256 found = 1
257 257 ospace = 'Interactive'
258 258
259 259 return {'found':found, 'obj':obj, 'namespace':ospace,
260 260 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
261 261
262 262 def arg_err(self,func):
263 263 """Print docstring if incorrect arguments were passed"""
264 264 print 'Error in arguments:'
265 265 print OInspect.getdoc(func)
266 266
267 267 def format_latex(self,strng):
268 268 """Format a string for latex inclusion."""
269 269
270 270 # Characters that need to be escaped for latex:
271 271 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
272 272 # Magic command names as headers:
273 273 cmd_name_re = re.compile(r'^(%s.*?):' % self.shell.ESC_MAGIC,
274 274 re.MULTILINE)
275 275 # Magic commands
276 276 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % self.shell.ESC_MAGIC,
277 277 re.MULTILINE)
278 278 # Paragraph continue
279 279 par_re = re.compile(r'\\$',re.MULTILINE)
280 280
281 281 # The "\n" symbol
282 282 newline_re = re.compile(r'\\n')
283 283
284 284 # Now build the string for output:
285 285 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
286 286 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
287 287 strng)
288 288 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
289 289 strng = par_re.sub(r'\\\\',strng)
290 290 strng = escape_re.sub(r'\\\1',strng)
291 291 strng = newline_re.sub(r'\\textbackslash{}n',strng)
292 292 return strng
293 293
294 294 def format_screen(self,strng):
295 295 """Format a string for screen printing.
296 296
297 297 This removes some latex-type format codes."""
298 298 # Paragraph continue
299 299 par_re = re.compile(r'\\$',re.MULTILINE)
300 300 strng = par_re.sub('',strng)
301 301 return strng
302 302
303 303 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
304 304 """Parse options passed to an argument string.
305 305
306 306 The interface is similar to that of getopt(), but it returns back a
307 307 Struct with the options as keys and the stripped argument string still
308 308 as a string.
309 309
310 310 arg_str is quoted as a true sys.argv vector by using shlex.split.
311 311 This allows us to easily expand variables, glob files, quote
312 312 arguments, etc.
313 313
314 314 Options:
315 315 -mode: default 'string'. If given as 'list', the argument string is
316 316 returned as a list (split on whitespace) instead of a string.
317 317
318 318 -list_all: put all option values in lists. Normally only options
319 319 appearing more than once are put in a list.
320 320
321 321 -posix (True): whether to split the input line in POSIX mode or not,
322 322 as per the conventions outlined in the shlex module from the
323 323 standard library."""
324 324
325 325 # inject default options at the beginning of the input line
326 326 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
327 327 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
328 328
329 329 mode = kw.get('mode','string')
330 330 if mode not in ['string','list']:
331 331 raise ValueError,'incorrect mode given: %s' % mode
332 332 # Get options
333 333 list_all = kw.get('list_all',0)
334 334 posix = kw.get('posix',True)
335 335
336 336 # Check if we have more than one argument to warrant extra processing:
337 337 odict = {} # Dictionary with options
338 338 args = arg_str.split()
339 339 if len(args) >= 1:
340 340 # If the list of inputs only has 0 or 1 thing in it, there's no
341 341 # need to look for options
342 342 argv = arg_split(arg_str,posix)
343 343 # Do regular option processing
344 344 try:
345 345 opts,args = getopt(argv,opt_str,*long_opts)
346 346 except GetoptError,e:
347 347 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
348 348 " ".join(long_opts)))
349 349 for o,a in opts:
350 350 if o.startswith('--'):
351 351 o = o[2:]
352 352 else:
353 353 o = o[1:]
354 354 try:
355 355 odict[o].append(a)
356 356 except AttributeError:
357 357 odict[o] = [odict[o],a]
358 358 except KeyError:
359 359 if list_all:
360 360 odict[o] = [a]
361 361 else:
362 362 odict[o] = a
363 363
364 364 # Prepare opts,args for return
365 365 opts = Struct(odict)
366 366 if mode == 'string':
367 367 args = ' '.join(args)
368 368
369 369 return opts,args
370 370
371 371 #......................................................................
372 372 # And now the actual magic functions
373 373
374 374 # Functions for IPython shell work (vars,funcs, config, etc)
375 375 def magic_lsmagic(self, parameter_s = ''):
376 376 """List currently available magic functions."""
377 377 mesc = self.shell.ESC_MAGIC
378 378 print 'Available magic functions:\n'+mesc+\
379 379 (' '+mesc).join(self.lsmagic())
380 380 print '\n' + Magic.auto_status[self.shell.rc.automagic]
381 381 return None
382 382
383 383 def magic_magic(self, parameter_s = ''):
384 384 """Print information about the magic function system.
385 385
386 386 Supported formats: -latex, -brief, -rest
387 387 """
388 388
389 389 mode = ''
390 390 try:
391 391 if parameter_s.split()[0] == '-latex':
392 392 mode = 'latex'
393 393 if parameter_s.split()[0] == '-brief':
394 394 mode = 'brief'
395 395 if parameter_s.split()[0] == '-rest':
396 396 mode = 'rest'
397 397 rest_docs = []
398 398 except:
399 399 pass
400 400
401 401 magic_docs = []
402 402 for fname in self.lsmagic():
403 403 mname = 'magic_' + fname
404 404 for space in (Magic,self,self.__class__):
405 405 try:
406 406 fn = space.__dict__[mname]
407 407 except KeyError:
408 408 pass
409 409 else:
410 410 break
411 411 if mode == 'brief':
412 412 # only first line
413 413 if fn.__doc__:
414 414 fndoc = fn.__doc__.split('\n',1)[0]
415 415 else:
416 416 fndoc = 'No documentation'
417 417 else:
418 418 if fn.__doc__:
419 419 fndoc = fn.__doc__.rstrip()
420 420 else:
421 421 fndoc = 'No documentation'
422 422
423 423
424 424 if mode == 'rest':
425 425 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(self.shell.ESC_MAGIC,
426 426 fname,fndoc))
427 427
428 428 else:
429 429 magic_docs.append('%s%s:\n\t%s\n' %(self.shell.ESC_MAGIC,
430 430 fname,fndoc))
431 431
432 432 magic_docs = ''.join(magic_docs)
433 433
434 434 if mode == 'rest':
435 435 return "".join(rest_docs)
436 436
437 437 if mode == 'latex':
438 438 print self.format_latex(magic_docs)
439 439 return
440 440 else:
441 441 magic_docs = self.format_screen(magic_docs)
442 442 if mode == 'brief':
443 443 return magic_docs
444 444
445 445 outmsg = """
446 446 IPython's 'magic' functions
447 447 ===========================
448 448
449 449 The magic function system provides a series of functions which allow you to
450 450 control the behavior of IPython itself, plus a lot of system-type
451 451 features. All these functions are prefixed with a % character, but parameters
452 452 are given without parentheses or quotes.
453 453
454 454 NOTE: If you have 'automagic' enabled (via the command line option or with the
455 455 %automagic function), you don't need to type in the % explicitly. By default,
456 456 IPython ships with automagic on, so you should only rarely need the % escape.
457 457
458 458 Example: typing '%cd mydir' (without the quotes) changes you working directory
459 459 to 'mydir', if it exists.
460 460
461 461 You can define your own magic functions to extend the system. See the supplied
462 462 ipythonrc and example-magic.py files for details (in your ipython
463 463 configuration directory, typically $HOME/.ipython/).
464 464
465 465 You can also define your own aliased names for magic functions. In your
466 466 ipythonrc file, placing a line like:
467 467
468 468 execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile
469 469
470 470 will define %pf as a new name for %profile.
471 471
472 472 You can also call magics in code using the ipmagic() function, which IPython
473 473 automatically adds to the builtin namespace. Type 'ipmagic?' for details.
474 474
475 475 For a list of the available magic functions, use %lsmagic. For a description
476 476 of any of them, type %magic_name?, e.g. '%cd?'.
477 477
478 478 Currently the magic system has the following functions:\n"""
479 479
480 480 mesc = self.shell.ESC_MAGIC
481 481 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
482 482 "\n\n%s%s\n\n%s" % (outmsg,
483 483 magic_docs,mesc,mesc,
484 484 (' '+mesc).join(self.lsmagic()),
485 485 Magic.auto_status[self.shell.rc.automagic] ) )
486 486
487 487 page(outmsg,screen_lines=self.shell.rc.screen_length)
488 488
489 489
490 490 def magic_autoindent(self, parameter_s = ''):
491 491 """Toggle autoindent on/off (if available)."""
492 492
493 493 self.shell.set_autoindent()
494 494 print "Automatic indentation is:",['OFF','ON'][self.shell.autoindent]
495 495
496 496
497 497 def magic_automagic(self, parameter_s = ''):
498 498 """Make magic functions callable without having to type the initial %.
499 499
500 500 Without argumentsl toggles on/off (when off, you must call it as
501 501 %automagic, of course). With arguments it sets the value, and you can
502 502 use any of (case insensitive):
503 503
504 504 - on,1,True: to activate
505 505
506 506 - off,0,False: to deactivate.
507 507
508 508 Note that magic functions have lowest priority, so if there's a
509 509 variable whose name collides with that of a magic fn, automagic won't
510 510 work for that function (you get the variable instead). However, if you
511 511 delete the variable (del var), the previously shadowed magic function
512 512 becomes visible to automagic again."""
513 513
514 514 rc = self.shell.rc
515 515 arg = parameter_s.lower()
516 516 if parameter_s in ('on','1','true'):
517 517 rc.automagic = True
518 518 elif parameter_s in ('off','0','false'):
519 519 rc.automagic = False
520 520 else:
521 521 rc.automagic = not rc.automagic
522 522 print '\n' + Magic.auto_status[rc.automagic]
523 523
524 524 @testdec.skip_doctest
525 525 def magic_autocall(self, parameter_s = ''):
526 526 """Make functions callable without having to type parentheses.
527 527
528 528 Usage:
529 529
530 530 %autocall [mode]
531 531
532 532 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
533 533 value is toggled on and off (remembering the previous state).
534 534
535 535 In more detail, these values mean:
536 536
537 537 0 -> fully disabled
538 538
539 539 1 -> active, but do not apply if there are no arguments on the line.
540 540
541 541 In this mode, you get:
542 542
543 543 In [1]: callable
544 544 Out[1]: <built-in function callable>
545 545
546 546 In [2]: callable 'hello'
547 547 ------> callable('hello')
548 548 Out[2]: False
549 549
550 550 2 -> Active always. Even if no arguments are present, the callable
551 551 object is called:
552 552
553 553 In [2]: float
554 554 ------> float()
555 555 Out[2]: 0.0
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 # all-random (note for auto-testing)
566 566 """
567 567
568 568 rc = self.shell.rc
569 569
570 570 if parameter_s:
571 571 arg = int(parameter_s)
572 572 else:
573 573 arg = 'toggle'
574 574
575 575 if not arg in (0,1,2,'toggle'):
576 576 error('Valid modes: (0->Off, 1->Smart, 2->Full')
577 577 return
578 578
579 579 if arg in (0,1,2):
580 580 rc.autocall = arg
581 581 else: # toggle
582 582 if rc.autocall:
583 583 self._magic_state.autocall_save = rc.autocall
584 584 rc.autocall = 0
585 585 else:
586 586 try:
587 587 rc.autocall = self._magic_state.autocall_save
588 588 except AttributeError:
589 589 rc.autocall = self._magic_state.autocall_save = 1
590 590
591 591 print "Automatic calling is:",['OFF','Smart','Full'][rc.autocall]
592 592
593 593 def magic_system_verbose(self, parameter_s = ''):
594 594 """Set verbose printing of system calls.
595 595
596 596 If called without an argument, act as a toggle"""
597 597
598 598 if parameter_s:
599 599 val = bool(eval(parameter_s))
600 600 else:
601 601 val = None
602 602
603 603 self.shell.rc_set_toggle('system_verbose',val)
604 604 print "System verbose printing is:",\
605 605 ['OFF','ON'][self.shell.rc.system_verbose]
606 606
607 607
608 608 def magic_page(self, parameter_s=''):
609 609 """Pretty print the object and display it through a pager.
610 610
611 611 %page [options] OBJECT
612 612
613 613 If no object is given, use _ (last output).
614 614
615 615 Options:
616 616
617 617 -r: page str(object), don't pretty-print it."""
618 618
619 619 # After a function contributed by Olivier Aubert, slightly modified.
620 620
621 621 # Process options/args
622 622 opts,args = self.parse_options(parameter_s,'r')
623 623 raw = 'r' in opts
624 624
625 625 oname = args and args or '_'
626 626 info = self._ofind(oname)
627 627 if info['found']:
628 628 txt = (raw and str or pformat)( info['obj'] )
629 629 page(txt)
630 630 else:
631 631 print 'Object `%s` not found' % oname
632 632
633 633 def magic_profile(self, parameter_s=''):
634 634 """Print your currently active IPyhton profile."""
635 635 if self.shell.rc.profile:
636 636 printpl('Current IPython profile: $self.shell.rc.profile.')
637 637 else:
638 638 print 'No profile active.'
639 639
640 640 def magic_pinfo(self, parameter_s='', namespaces=None):
641 641 """Provide detailed information about an object.
642 642
643 643 '%pinfo object' is just a synonym for object? or ?object."""
644 644
645 645 #print 'pinfo par: <%s>' % parameter_s # dbg
646 646
647 647
648 648 # detail_level: 0 -> obj? , 1 -> obj??
649 649 detail_level = 0
650 650 # We need to detect if we got called as 'pinfo pinfo foo', which can
651 651 # happen if the user types 'pinfo foo?' at the cmd line.
652 652 pinfo,qmark1,oname,qmark2 = \
653 653 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
654 654 if pinfo or qmark1 or qmark2:
655 655 detail_level = 1
656 656 if "*" in oname:
657 657 self.magic_psearch(oname)
658 658 else:
659 659 self._inspect('pinfo', oname, detail_level=detail_level,
660 660 namespaces=namespaces)
661 661
662 662 def magic_pdef(self, parameter_s='', namespaces=None):
663 663 """Print the definition header for any callable object.
664 664
665 665 If the object is a class, print the constructor information."""
666 666 self._inspect('pdef',parameter_s, namespaces)
667 667
668 668 def magic_pdoc(self, parameter_s='', namespaces=None):
669 669 """Print the docstring for an object.
670 670
671 671 If the given object is a class, it will print both the class and the
672 672 constructor docstrings."""
673 673 self._inspect('pdoc',parameter_s, namespaces)
674 674
675 675 def magic_psource(self, parameter_s='', namespaces=None):
676 676 """Print (or run through pager) the source code for an object."""
677 677 self._inspect('psource',parameter_s, namespaces)
678 678
679 679 def magic_pfile(self, parameter_s=''):
680 680 """Print (or run through pager) the file where an object is defined.
681 681
682 682 The file opens at the line where the object definition begins. IPython
683 683 will honor the environment variable PAGER if set, and otherwise will
684 684 do its best to print the file in a convenient form.
685 685
686 686 If the given argument is not an object currently defined, IPython will
687 687 try to interpret it as a filename (automatically adding a .py extension
688 688 if needed). You can thus use %pfile as a syntax highlighting code
689 689 viewer."""
690 690
691 691 # first interpret argument as an object name
692 692 out = self._inspect('pfile',parameter_s)
693 693 # if not, try the input as a filename
694 694 if out == 'not found':
695 695 try:
696 696 filename = get_py_filename(parameter_s)
697 697 except IOError,msg:
698 698 print msg
699 699 return
700 700 page(self.shell.inspector.format(file(filename).read()))
701 701
702 702 def _inspect(self,meth,oname,namespaces=None,**kw):
703 703 """Generic interface to the inspector system.
704 704
705 705 This function is meant to be called by pdef, pdoc & friends."""
706 706
707 707 #oname = oname.strip()
708 708 #print '1- oname: <%r>' % oname # dbg
709 709 try:
710 710 oname = oname.strip().encode('ascii')
711 711 #print '2- oname: <%r>' % oname # dbg
712 712 except UnicodeEncodeError:
713 713 print 'Python identifiers can only contain ascii characters.'
714 714 return 'not found'
715 715
716 716 info = Struct(self._ofind(oname, namespaces))
717 717
718 718 if info.found:
719 719 try:
720 720 IPython.generics.inspect_object(info.obj)
721 721 return
722 722 except IPython.ipapi.TryNext:
723 723 pass
724 724 # Get the docstring of the class property if it exists.
725 725 path = oname.split('.')
726 726 root = '.'.join(path[:-1])
727 727 if info.parent is not None:
728 728 try:
729 729 target = getattr(info.parent, '__class__')
730 730 # The object belongs to a class instance.
731 731 try:
732 732 target = getattr(target, path[-1])
733 733 # The class defines the object.
734 734 if isinstance(target, property):
735 735 oname = root + '.__class__.' + path[-1]
736 736 info = Struct(self._ofind(oname))
737 737 except AttributeError: pass
738 738 except AttributeError: pass
739 739
740 740 pmethod = getattr(self.shell.inspector,meth)
741 741 formatter = info.ismagic and self.format_screen or None
742 742 if meth == 'pdoc':
743 743 pmethod(info.obj,oname,formatter)
744 744 elif meth == 'pinfo':
745 745 pmethod(info.obj,oname,formatter,info,**kw)
746 746 else:
747 747 pmethod(info.obj,oname)
748 748 else:
749 749 print 'Object `%s` not found.' % oname
750 750 return 'not found' # so callers can take other action
751 751
752 752 def magic_psearch(self, parameter_s=''):
753 753 """Search for object in namespaces by wildcard.
754 754
755 755 %psearch [options] PATTERN [OBJECT TYPE]
756 756
757 757 Note: ? can be used as a synonym for %psearch, at the beginning or at
758 758 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
759 759 rest of the command line must be unchanged (options come first), so
760 760 for example the following forms are equivalent
761 761
762 762 %psearch -i a* function
763 763 -i a* function?
764 764 ?-i a* function
765 765
766 766 Arguments:
767 767
768 768 PATTERN
769 769
770 770 where PATTERN is a string containing * as a wildcard similar to its
771 771 use in a shell. The pattern is matched in all namespaces on the
772 772 search path. By default objects starting with a single _ are not
773 773 matched, many IPython generated objects have a single
774 774 underscore. The default is case insensitive matching. Matching is
775 775 also done on the attributes of objects and not only on the objects
776 776 in a module.
777 777
778 778 [OBJECT TYPE]
779 779
780 780 Is the name of a python type from the types module. The name is
781 781 given in lowercase without the ending type, ex. StringType is
782 782 written string. By adding a type here only objects matching the
783 783 given type are matched. Using all here makes the pattern match all
784 784 types (this is the default).
785 785
786 786 Options:
787 787
788 788 -a: makes the pattern match even objects whose names start with a
789 789 single underscore. These names are normally ommitted from the
790 790 search.
791 791
792 792 -i/-c: make the pattern case insensitive/sensitive. If neither of
793 793 these options is given, the default is read from your ipythonrc
794 794 file. The option name which sets this value is
795 795 'wildcards_case_sensitive'. If this option is not specified in your
796 796 ipythonrc file, IPython's internal default is to do a case sensitive
797 797 search.
798 798
799 799 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
800 800 specifiy can be searched in any of the following namespaces:
801 801 'builtin', 'user', 'user_global','internal', 'alias', where
802 802 'builtin' and 'user' are the search defaults. Note that you should
803 803 not use quotes when specifying namespaces.
804 804
805 805 'Builtin' contains the python module builtin, 'user' contains all
806 806 user data, 'alias' only contain the shell aliases and no python
807 807 objects, 'internal' contains objects used by IPython. The
808 808 'user_global' namespace is only used by embedded IPython instances,
809 809 and it contains module-level globals. You can add namespaces to the
810 810 search with -s or exclude them with -e (these options can be given
811 811 more than once).
812 812
813 813 Examples:
814 814
815 815 %psearch a* -> objects beginning with an a
816 816 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
817 817 %psearch a* function -> all functions beginning with an a
818 818 %psearch re.e* -> objects beginning with an e in module re
819 819 %psearch r*.e* -> objects that start with e in modules starting in r
820 820 %psearch r*.* string -> all strings in modules beginning with r
821 821
822 822 Case sensitve search:
823 823
824 824 %psearch -c a* list all object beginning with lower case a
825 825
826 826 Show objects beginning with a single _:
827 827
828 828 %psearch -a _* list objects beginning with a single underscore"""
829 829 try:
830 830 parameter_s = parameter_s.encode('ascii')
831 831 except UnicodeEncodeError:
832 832 print 'Python identifiers can only contain ascii characters.'
833 833 return
834 834
835 835 # default namespaces to be searched
836 836 def_search = ['user','builtin']
837 837
838 838 # Process options/args
839 839 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
840 840 opt = opts.get
841 841 shell = self.shell
842 842 psearch = shell.inspector.psearch
843 843
844 844 # select case options
845 845 if opts.has_key('i'):
846 846 ignore_case = True
847 847 elif opts.has_key('c'):
848 848 ignore_case = False
849 849 else:
850 850 ignore_case = not shell.rc.wildcards_case_sensitive
851 851
852 852 # Build list of namespaces to search from user options
853 853 def_search.extend(opt('s',[]))
854 854 ns_exclude = ns_exclude=opt('e',[])
855 855 ns_search = [nm for nm in def_search if nm not in ns_exclude]
856 856
857 857 # Call the actual search
858 858 try:
859 859 psearch(args,shell.ns_table,ns_search,
860 860 show_all=opt('a'),ignore_case=ignore_case)
861 861 except:
862 862 shell.showtraceback()
863 863
864 864 def magic_who_ls(self, parameter_s=''):
865 865 """Return a sorted list of all interactive variables.
866 866
867 867 If arguments are given, only variables of types matching these
868 868 arguments are returned."""
869 869
870 870 user_ns = self.shell.user_ns
871 871 internal_ns = self.shell.internal_ns
872 872 user_config_ns = self.shell.user_config_ns
873 873 out = []
874 874 typelist = parameter_s.split()
875 875
876 876 for i in user_ns:
877 877 if not (i.startswith('_') or i.startswith('_i')) \
878 878 and not (i in internal_ns or i in user_config_ns):
879 879 if typelist:
880 880 if type(user_ns[i]).__name__ in typelist:
881 881 out.append(i)
882 882 else:
883 883 out.append(i)
884 884 out.sort()
885 885 return out
886 886
887 887 def magic_who(self, parameter_s=''):
888 888 """Print all interactive variables, with some minimal formatting.
889 889
890 890 If any arguments are given, only variables whose type matches one of
891 891 these are printed. For example:
892 892
893 893 %who function str
894 894
895 895 will only list functions and strings, excluding all other types of
896 896 variables. To find the proper type names, simply use type(var) at a
897 897 command line to see how python prints type names. For example:
898 898
899 899 In [1]: type('hello')\\
900 900 Out[1]: <type 'str'>
901 901
902 902 indicates that the type name for strings is 'str'.
903 903
904 904 %who always excludes executed names loaded through your configuration
905 905 file and things which are internal to IPython.
906 906
907 907 This is deliberate, as typically you may load many modules and the
908 908 purpose of %who is to show you only what you've manually defined."""
909 909
910 910 varlist = self.magic_who_ls(parameter_s)
911 911 if not varlist:
912 912 if parameter_s:
913 913 print 'No variables match your requested type.'
914 914 else:
915 915 print 'Interactive namespace is empty.'
916 916 return
917 917
918 918 # if we have variables, move on...
919 919 count = 0
920 920 for i in varlist:
921 921 print i+'\t',
922 922 count += 1
923 923 if count > 8:
924 924 count = 0
925 925 print
926 926 print
927 927
928 928 def magic_whos(self, parameter_s=''):
929 929 """Like %who, but gives some extra information about each variable.
930 930
931 931 The same type filtering of %who can be applied here.
932 932
933 933 For all variables, the type is printed. Additionally it prints:
934 934
935 935 - For {},[],(): their length.
936 936
937 937 - For numpy and Numeric arrays, a summary with shape, number of
938 938 elements, typecode and size in memory.
939 939
940 940 - Everything else: a string representation, snipping their middle if
941 941 too long."""
942 942
943 943 varnames = self.magic_who_ls(parameter_s)
944 944 if not varnames:
945 945 if parameter_s:
946 946 print 'No variables match your requested type.'
947 947 else:
948 948 print 'Interactive namespace is empty.'
949 949 return
950 950
951 951 # if we have variables, move on...
952 952
953 953 # for these types, show len() instead of data:
954 954 seq_types = [types.DictType,types.ListType,types.TupleType]
955 955
956 956 # for numpy/Numeric arrays, display summary info
957 957 try:
958 958 import numpy
959 959 except ImportError:
960 960 ndarray_type = None
961 961 else:
962 962 ndarray_type = numpy.ndarray.__name__
963 963 try:
964 964 import Numeric
965 965 except ImportError:
966 966 array_type = None
967 967 else:
968 968 array_type = Numeric.ArrayType.__name__
969 969
970 970 # Find all variable names and types so we can figure out column sizes
971 971 def get_vars(i):
972 972 return self.shell.user_ns[i]
973 973
974 974 # some types are well known and can be shorter
975 975 abbrevs = {'IPython.macro.Macro' : 'Macro'}
976 976 def type_name(v):
977 977 tn = type(v).__name__
978 978 return abbrevs.get(tn,tn)
979 979
980 980 varlist = map(get_vars,varnames)
981 981
982 982 typelist = []
983 983 for vv in varlist:
984 984 tt = type_name(vv)
985 985
986 986 if tt=='instance':
987 987 typelist.append( abbrevs.get(str(vv.__class__),
988 988 str(vv.__class__)))
989 989 else:
990 990 typelist.append(tt)
991 991
992 992 # column labels and # of spaces as separator
993 993 varlabel = 'Variable'
994 994 typelabel = 'Type'
995 995 datalabel = 'Data/Info'
996 996 colsep = 3
997 997 # variable format strings
998 998 vformat = "$vname.ljust(varwidth)$vtype.ljust(typewidth)"
999 999 vfmt_short = '$vstr[:25]<...>$vstr[-25:]'
1000 1000 aformat = "%s: %s elems, type `%s`, %s bytes"
1001 1001 # find the size of the columns to format the output nicely
1002 1002 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
1003 1003 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
1004 1004 # table header
1005 1005 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
1006 1006 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
1007 1007 # and the table itself
1008 1008 kb = 1024
1009 1009 Mb = 1048576 # kb**2
1010 1010 for vname,var,vtype in zip(varnames,varlist,typelist):
1011 1011 print itpl(vformat),
1012 1012 if vtype in seq_types:
1013 1013 print len(var)
1014 1014 elif vtype in [array_type,ndarray_type]:
1015 1015 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
1016 1016 if vtype==ndarray_type:
1017 1017 # numpy
1018 1018 vsize = var.size
1019 1019 vbytes = vsize*var.itemsize
1020 1020 vdtype = var.dtype
1021 1021 else:
1022 1022 # Numeric
1023 1023 vsize = Numeric.size(var)
1024 1024 vbytes = vsize*var.itemsize()
1025 1025 vdtype = var.typecode()
1026 1026
1027 1027 if vbytes < 100000:
1028 1028 print aformat % (vshape,vsize,vdtype,vbytes)
1029 1029 else:
1030 1030 print aformat % (vshape,vsize,vdtype,vbytes),
1031 1031 if vbytes < Mb:
1032 1032 print '(%s kb)' % (vbytes/kb,)
1033 1033 else:
1034 1034 print '(%s Mb)' % (vbytes/Mb,)
1035 1035 else:
1036 1036 try:
1037 1037 vstr = str(var)
1038 1038 except UnicodeEncodeError:
1039 1039 vstr = unicode(var).encode(sys.getdefaultencoding(),
1040 1040 'backslashreplace')
1041 1041 vstr = vstr.replace('\n','\\n')
1042 1042 if len(vstr) < 50:
1043 1043 print vstr
1044 1044 else:
1045 1045 printpl(vfmt_short)
1046 1046
1047 1047 def magic_reset(self, parameter_s=''):
1048 1048 """Resets the namespace by removing all names defined by the user.
1049 1049
1050 1050 Input/Output history are left around in case you need them.
1051 1051
1052 1052 Parameters
1053 1053 ----------
1054 1054 -y : force reset without asking for confirmation.
1055 1055
1056 1056 Examples
1057 1057 --------
1058 1058 In [6]: a = 1
1059 1059
1060 1060 In [7]: a
1061 1061 Out[7]: 1
1062 1062
1063 1063 In [8]: 'a' in _ip.user_ns
1064 1064 Out[8]: True
1065 1065
1066 1066 In [9]: %reset -f
1067 1067
1068 1068 In [10]: 'a' in _ip.user_ns
1069 1069 Out[10]: False
1070 1070 """
1071 1071
1072 1072 if parameter_s == '-f':
1073 1073 ans = True
1074 1074 else:
1075 1075 ans = self.shell.ask_yes_no(
1076 1076 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1077 1077 if not ans:
1078 1078 print 'Nothing done.'
1079 1079 return
1080 1080 user_ns = self.shell.user_ns
1081 1081 for i in self.magic_who_ls():
1082 1082 del(user_ns[i])
1083 1083
1084 1084 # Also flush the private list of module references kept for script
1085 1085 # execution protection
1086 1086 self.shell.clear_main_mod_cache()
1087 1087
1088 1088 def magic_logstart(self,parameter_s=''):
1089 1089 """Start logging anywhere in a session.
1090 1090
1091 1091 %logstart [-o|-r|-t] [log_name [log_mode]]
1092 1092
1093 1093 If no name is given, it defaults to a file named 'ipython_log.py' in your
1094 1094 current directory, in 'rotate' mode (see below).
1095 1095
1096 1096 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1097 1097 history up to that point and then continues logging.
1098 1098
1099 1099 %logstart takes a second optional parameter: logging mode. This can be one
1100 1100 of (note that the modes are given unquoted):\\
1101 1101 append: well, that says it.\\
1102 1102 backup: rename (if exists) to name~ and start name.\\
1103 1103 global: single logfile in your home dir, appended to.\\
1104 1104 over : overwrite existing log.\\
1105 1105 rotate: create rotating logs name.1~, name.2~, etc.
1106 1106
1107 1107 Options:
1108 1108
1109 1109 -o: log also IPython's output. In this mode, all commands which
1110 1110 generate an Out[NN] prompt are recorded to the logfile, right after
1111 1111 their corresponding input line. The output lines are always
1112 1112 prepended with a '#[Out]# ' marker, so that the log remains valid
1113 1113 Python code.
1114 1114
1115 1115 Since this marker is always the same, filtering only the output from
1116 1116 a log is very easy, using for example a simple awk call:
1117 1117
1118 1118 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1119 1119
1120 1120 -r: log 'raw' input. Normally, IPython's logs contain the processed
1121 1121 input, so that user lines are logged in their final form, converted
1122 1122 into valid Python. For example, %Exit is logged as
1123 1123 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1124 1124 exactly as typed, with no transformations applied.
1125 1125
1126 1126 -t: put timestamps before each input line logged (these are put in
1127 1127 comments)."""
1128 1128
1129 1129 opts,par = self.parse_options(parameter_s,'ort')
1130 1130 log_output = 'o' in opts
1131 1131 log_raw_input = 'r' in opts
1132 1132 timestamp = 't' in opts
1133 1133
1134 1134 rc = self.shell.rc
1135 1135 logger = self.shell.logger
1136 1136
1137 1137 # if no args are given, the defaults set in the logger constructor by
1138 1138 # ipytohn remain valid
1139 1139 if par:
1140 1140 try:
1141 1141 logfname,logmode = par.split()
1142 1142 except:
1143 1143 logfname = par
1144 1144 logmode = 'backup'
1145 1145 else:
1146 1146 logfname = logger.logfname
1147 1147 logmode = logger.logmode
1148 1148 # put logfname into rc struct as if it had been called on the command
1149 1149 # line, so it ends up saved in the log header Save it in case we need
1150 1150 # to restore it...
1151 1151 old_logfile = rc.opts.get('logfile','')
1152 1152 if logfname:
1153 1153 logfname = os.path.expanduser(logfname)
1154 1154 rc.opts.logfile = logfname
1155 1155 loghead = self.shell.loghead_tpl % (rc.opts,rc.args)
1156 1156 try:
1157 1157 started = logger.logstart(logfname,loghead,logmode,
1158 1158 log_output,timestamp,log_raw_input)
1159 1159 except:
1160 1160 rc.opts.logfile = old_logfile
1161 1161 warn("Couldn't start log: %s" % sys.exc_info()[1])
1162 1162 else:
1163 1163 # log input history up to this point, optionally interleaving
1164 1164 # output if requested
1165 1165
1166 1166 if timestamp:
1167 1167 # disable timestamping for the previous history, since we've
1168 1168 # lost those already (no time machine here).
1169 1169 logger.timestamp = False
1170 1170
1171 1171 if log_raw_input:
1172 1172 input_hist = self.shell.input_hist_raw
1173 1173 else:
1174 1174 input_hist = self.shell.input_hist
1175 1175
1176 1176 if log_output:
1177 1177 log_write = logger.log_write
1178 1178 output_hist = self.shell.output_hist
1179 1179 for n in range(1,len(input_hist)-1):
1180 1180 log_write(input_hist[n].rstrip())
1181 1181 if n in output_hist:
1182 1182 log_write(repr(output_hist[n]),'output')
1183 1183 else:
1184 1184 logger.log_write(input_hist[1:])
1185 1185 if timestamp:
1186 1186 # re-enable timestamping
1187 1187 logger.timestamp = True
1188 1188
1189 1189 print ('Activating auto-logging. '
1190 1190 'Current session state plus future input saved.')
1191 1191 logger.logstate()
1192 1192
1193 1193 def magic_logstop(self,parameter_s=''):
1194 1194 """Fully stop logging and close log file.
1195 1195
1196 1196 In order to start logging again, a new %logstart call needs to be made,
1197 1197 possibly (though not necessarily) with a new filename, mode and other
1198 1198 options."""
1199 1199 self.logger.logstop()
1200 1200
1201 1201 def magic_logoff(self,parameter_s=''):
1202 1202 """Temporarily stop logging.
1203 1203
1204 1204 You must have previously started logging."""
1205 1205 self.shell.logger.switch_log(0)
1206 1206
1207 1207 def magic_logon(self,parameter_s=''):
1208 1208 """Restart logging.
1209 1209
1210 1210 This function is for restarting logging which you've temporarily
1211 1211 stopped with %logoff. For starting logging for the first time, you
1212 1212 must use the %logstart function, which allows you to specify an
1213 1213 optional log filename."""
1214 1214
1215 1215 self.shell.logger.switch_log(1)
1216 1216
1217 1217 def magic_logstate(self,parameter_s=''):
1218 1218 """Print the status of the logging system."""
1219 1219
1220 1220 self.shell.logger.logstate()
1221 1221
1222 1222 def magic_pdb(self, parameter_s=''):
1223 1223 """Control the automatic calling of the pdb interactive debugger.
1224 1224
1225 1225 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1226 1226 argument it works as a toggle.
1227 1227
1228 1228 When an exception is triggered, IPython can optionally call the
1229 1229 interactive pdb debugger after the traceback printout. %pdb toggles
1230 1230 this feature on and off.
1231 1231
1232 1232 The initial state of this feature is set in your ipythonrc
1233 1233 configuration file (the variable is called 'pdb').
1234 1234
1235 1235 If you want to just activate the debugger AFTER an exception has fired,
1236 1236 without having to type '%pdb on' and rerunning your code, you can use
1237 1237 the %debug magic."""
1238 1238
1239 1239 par = parameter_s.strip().lower()
1240 1240
1241 1241 if par:
1242 1242 try:
1243 1243 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1244 1244 except KeyError:
1245 1245 print ('Incorrect argument. Use on/1, off/0, '
1246 1246 'or nothing for a toggle.')
1247 1247 return
1248 1248 else:
1249 1249 # toggle
1250 1250 new_pdb = not self.shell.call_pdb
1251 1251
1252 1252 # set on the shell
1253 1253 self.shell.call_pdb = new_pdb
1254 1254 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1255 1255
1256 1256 def magic_debug(self, parameter_s=''):
1257 1257 """Activate the interactive debugger in post-mortem mode.
1258 1258
1259 1259 If an exception has just occurred, this lets you inspect its stack
1260 1260 frames interactively. Note that this will always work only on the last
1261 1261 traceback that occurred, so you must call this quickly after an
1262 1262 exception that you wish to inspect has fired, because if another one
1263 1263 occurs, it clobbers the previous one.
1264 1264
1265 1265 If you want IPython to automatically do this on every exception, see
1266 1266 the %pdb magic for more details.
1267 1267 """
1268 1268
1269 1269 self.shell.debugger(force=True)
1270 1270
1271 1271 @testdec.skip_doctest
1272 1272 def magic_prun(self, parameter_s ='',user_mode=1,
1273 1273 opts=None,arg_lst=None,prog_ns=None):
1274 1274
1275 1275 """Run a statement through the python code profiler.
1276 1276
1277 1277 Usage:
1278 1278 %prun [options] statement
1279 1279
1280 1280 The given statement (which doesn't require quote marks) is run via the
1281 1281 python profiler in a manner similar to the profile.run() function.
1282 1282 Namespaces are internally managed to work correctly; profile.run
1283 1283 cannot be used in IPython because it makes certain assumptions about
1284 1284 namespaces which do not hold under IPython.
1285 1285
1286 1286 Options:
1287 1287
1288 1288 -l <limit>: you can place restrictions on what or how much of the
1289 1289 profile gets printed. The limit value can be:
1290 1290
1291 1291 * A string: only information for function names containing this string
1292 1292 is printed.
1293 1293
1294 1294 * An integer: only these many lines are printed.
1295 1295
1296 1296 * A float (between 0 and 1): this fraction of the report is printed
1297 1297 (for example, use a limit of 0.4 to see the topmost 40% only).
1298 1298
1299 1299 You can combine several limits with repeated use of the option. For
1300 1300 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1301 1301 information about class constructors.
1302 1302
1303 1303 -r: return the pstats.Stats object generated by the profiling. This
1304 1304 object has all the information about the profile in it, and you can
1305 1305 later use it for further analysis or in other functions.
1306 1306
1307 1307 -s <key>: sort profile by given key. You can provide more than one key
1308 1308 by using the option several times: '-s key1 -s key2 -s key3...'. The
1309 1309 default sorting key is 'time'.
1310 1310
1311 1311 The following is copied verbatim from the profile documentation
1312 1312 referenced below:
1313 1313
1314 1314 When more than one key is provided, additional keys are used as
1315 1315 secondary criteria when the there is equality in all keys selected
1316 1316 before them.
1317 1317
1318 1318 Abbreviations can be used for any key names, as long as the
1319 1319 abbreviation is unambiguous. The following are the keys currently
1320 1320 defined:
1321 1321
1322 1322 Valid Arg Meaning
1323 1323 "calls" call count
1324 1324 "cumulative" cumulative time
1325 1325 "file" file name
1326 1326 "module" file name
1327 1327 "pcalls" primitive call count
1328 1328 "line" line number
1329 1329 "name" function name
1330 1330 "nfl" name/file/line
1331 1331 "stdname" standard name
1332 1332 "time" internal time
1333 1333
1334 1334 Note that all sorts on statistics are in descending order (placing
1335 1335 most time consuming items first), where as name, file, and line number
1336 1336 searches are in ascending order (i.e., alphabetical). The subtle
1337 1337 distinction between "nfl" and "stdname" is that the standard name is a
1338 1338 sort of the name as printed, which means that the embedded line
1339 1339 numbers get compared in an odd way. For example, lines 3, 20, and 40
1340 1340 would (if the file names were the same) appear in the string order
1341 1341 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1342 1342 line numbers. In fact, sort_stats("nfl") is the same as
1343 1343 sort_stats("name", "file", "line").
1344 1344
1345 1345 -T <filename>: save profile results as shown on screen to a text
1346 1346 file. The profile is still shown on screen.
1347 1347
1348 1348 -D <filename>: save (via dump_stats) profile statistics to given
1349 1349 filename. This data is in a format understod by the pstats module, and
1350 1350 is generated by a call to the dump_stats() method of profile
1351 1351 objects. The profile is still shown on screen.
1352 1352
1353 1353 If you want to run complete programs under the profiler's control, use
1354 1354 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1355 1355 contains profiler specific options as described here.
1356 1356
1357 1357 You can read the complete documentation for the profile module with::
1358 1358
1359 1359 In [1]: import profile; profile.help()
1360 1360 """
1361 1361
1362 1362 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1363 1363 # protect user quote marks
1364 1364 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1365 1365
1366 1366 if user_mode: # regular user call
1367 1367 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1368 1368 list_all=1)
1369 1369 namespace = self.shell.user_ns
1370 1370 else: # called to run a program by %run -p
1371 1371 try:
1372 1372 filename = get_py_filename(arg_lst[0])
1373 1373 except IOError,msg:
1374 1374 error(msg)
1375 1375 return
1376 1376
1377 1377 arg_str = 'execfile(filename,prog_ns)'
1378 1378 namespace = locals()
1379 1379
1380 1380 opts.merge(opts_def)
1381 1381
1382 1382 prof = profile.Profile()
1383 1383 try:
1384 1384 prof = prof.runctx(arg_str,namespace,namespace)
1385 1385 sys_exit = ''
1386 1386 except SystemExit:
1387 1387 sys_exit = """*** SystemExit exception caught in code being profiled."""
1388 1388
1389 1389 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1390 1390
1391 1391 lims = opts.l
1392 1392 if lims:
1393 1393 lims = [] # rebuild lims with ints/floats/strings
1394 1394 for lim in opts.l:
1395 1395 try:
1396 1396 lims.append(int(lim))
1397 1397 except ValueError:
1398 1398 try:
1399 1399 lims.append(float(lim))
1400 1400 except ValueError:
1401 1401 lims.append(lim)
1402 1402
1403 1403 # Trap output.
1404 1404 stdout_trap = StringIO()
1405 1405
1406 1406 if hasattr(stats,'stream'):
1407 1407 # In newer versions of python, the stats object has a 'stream'
1408 1408 # attribute to write into.
1409 1409 stats.stream = stdout_trap
1410 1410 stats.print_stats(*lims)
1411 1411 else:
1412 1412 # For older versions, we manually redirect stdout during printing
1413 1413 sys_stdout = sys.stdout
1414 1414 try:
1415 1415 sys.stdout = stdout_trap
1416 1416 stats.print_stats(*lims)
1417 1417 finally:
1418 1418 sys.stdout = sys_stdout
1419 1419
1420 1420 output = stdout_trap.getvalue()
1421 1421 output = output.rstrip()
1422 1422
1423 1423 page(output,screen_lines=self.shell.rc.screen_length)
1424 1424 print sys_exit,
1425 1425
1426 1426 dump_file = opts.D[0]
1427 1427 text_file = opts.T[0]
1428 1428 if dump_file:
1429 1429 prof.dump_stats(dump_file)
1430 1430 print '\n*** Profile stats marshalled to file',\
1431 1431 `dump_file`+'.',sys_exit
1432 1432 if text_file:
1433 1433 pfile = file(text_file,'w')
1434 1434 pfile.write(output)
1435 1435 pfile.close()
1436 1436 print '\n*** Profile printout saved to text file',\
1437 1437 `text_file`+'.',sys_exit
1438 1438
1439 1439 if opts.has_key('r'):
1440 1440 return stats
1441 1441 else:
1442 1442 return None
1443 1443
1444 1444 @testdec.skip_doctest
1445 1445 def magic_run(self, parameter_s ='',runner=None,
1446 1446 file_finder=get_py_filename):
1447 1447 """Run the named file inside IPython as a program.
1448 1448
1449 1449 Usage:\\
1450 1450 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1451 1451
1452 1452 Parameters after the filename are passed as command-line arguments to
1453 1453 the program (put in sys.argv). Then, control returns to IPython's
1454 1454 prompt.
1455 1455
1456 1456 This is similar to running at a system prompt:\\
1457 1457 $ python file args\\
1458 1458 but with the advantage of giving you IPython's tracebacks, and of
1459 1459 loading all variables into your interactive namespace for further use
1460 1460 (unless -p is used, see below).
1461 1461
1462 1462 The file is executed in a namespace initially consisting only of
1463 1463 __name__=='__main__' and sys.argv constructed as indicated. It thus
1464 1464 sees its environment as if it were being run as a stand-alone program
1465 1465 (except for sharing global objects such as previously imported
1466 1466 modules). But after execution, the IPython interactive namespace gets
1467 1467 updated with all variables defined in the program (except for __name__
1468 1468 and sys.argv). This allows for very convenient loading of code for
1469 1469 interactive work, while giving each program a 'clean sheet' to run in.
1470 1470
1471 1471 Options:
1472 1472
1473 1473 -n: __name__ is NOT set to '__main__', but to the running file's name
1474 1474 without extension (as python does under import). This allows running
1475 1475 scripts and reloading the definitions in them without calling code
1476 1476 protected by an ' if __name__ == "__main__" ' clause.
1477 1477
1478 1478 -i: run the file in IPython's namespace instead of an empty one. This
1479 1479 is useful if you are experimenting with code written in a text editor
1480 1480 which depends on variables defined interactively.
1481 1481
1482 1482 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1483 1483 being run. This is particularly useful if IPython is being used to
1484 1484 run unittests, which always exit with a sys.exit() call. In such
1485 1485 cases you are interested in the output of the test results, not in
1486 1486 seeing a traceback of the unittest module.
1487 1487
1488 1488 -t: print timing information at the end of the run. IPython will give
1489 1489 you an estimated CPU time consumption for your script, which under
1490 1490 Unix uses the resource module to avoid the wraparound problems of
1491 1491 time.clock(). Under Unix, an estimate of time spent on system tasks
1492 1492 is also given (for Windows platforms this is reported as 0.0).
1493 1493
1494 1494 If -t is given, an additional -N<N> option can be given, where <N>
1495 1495 must be an integer indicating how many times you want the script to
1496 1496 run. The final timing report will include total and per run results.
1497 1497
1498 1498 For example (testing the script uniq_stable.py):
1499 1499
1500 1500 In [1]: run -t uniq_stable
1501 1501
1502 1502 IPython CPU timings (estimated):\\
1503 1503 User : 0.19597 s.\\
1504 1504 System: 0.0 s.\\
1505 1505
1506 1506 In [2]: run -t -N5 uniq_stable
1507 1507
1508 1508 IPython CPU timings (estimated):\\
1509 1509 Total runs performed: 5\\
1510 1510 Times : Total Per run\\
1511 1511 User : 0.910862 s, 0.1821724 s.\\
1512 1512 System: 0.0 s, 0.0 s.
1513 1513
1514 1514 -d: run your program under the control of pdb, the Python debugger.
1515 1515 This allows you to execute your program step by step, watch variables,
1516 1516 etc. Internally, what IPython does is similar to calling:
1517 1517
1518 1518 pdb.run('execfile("YOURFILENAME")')
1519 1519
1520 1520 with a breakpoint set on line 1 of your file. You can change the line
1521 1521 number for this automatic breakpoint to be <N> by using the -bN option
1522 1522 (where N must be an integer). For example:
1523 1523
1524 1524 %run -d -b40 myscript
1525 1525
1526 1526 will set the first breakpoint at line 40 in myscript.py. Note that
1527 1527 the first breakpoint must be set on a line which actually does
1528 1528 something (not a comment or docstring) for it to stop execution.
1529 1529
1530 1530 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1531 1531 first enter 'c' (without qoutes) to start execution up to the first
1532 1532 breakpoint.
1533 1533
1534 1534 Entering 'help' gives information about the use of the debugger. You
1535 1535 can easily see pdb's full documentation with "import pdb;pdb.help()"
1536 1536 at a prompt.
1537 1537
1538 1538 -p: run program under the control of the Python profiler module (which
1539 1539 prints a detailed report of execution times, function calls, etc).
1540 1540
1541 1541 You can pass other options after -p which affect the behavior of the
1542 1542 profiler itself. See the docs for %prun for details.
1543 1543
1544 1544 In this mode, the program's variables do NOT propagate back to the
1545 1545 IPython interactive namespace (because they remain in the namespace
1546 1546 where the profiler executes them).
1547 1547
1548 1548 Internally this triggers a call to %prun, see its documentation for
1549 1549 details on the options available specifically for profiling.
1550 1550
1551 1551 There is one special usage for which the text above doesn't apply:
1552 1552 if the filename ends with .ipy, the file is run as ipython script,
1553 1553 just as if the commands were written on IPython prompt.
1554 1554 """
1555 1555
1556 1556 # get arguments and set sys.argv for program to be run.
1557 1557 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1558 1558 mode='list',list_all=1)
1559 1559
1560 1560 try:
1561 1561 filename = file_finder(arg_lst[0])
1562 1562 except IndexError:
1563 1563 warn('you must provide at least a filename.')
1564 1564 print '\n%run:\n',OInspect.getdoc(self.magic_run)
1565 1565 return
1566 1566 except IOError,msg:
1567 1567 error(msg)
1568 1568 return
1569 1569
1570 1570 if filename.lower().endswith('.ipy'):
1571 1571 self.api.runlines(open(filename).read())
1572 1572 return
1573 1573
1574 1574 # Control the response to exit() calls made by the script being run
1575 1575 exit_ignore = opts.has_key('e')
1576 1576
1577 1577 # Make sure that the running script gets a proper sys.argv as if it
1578 1578 # were run from a system shell.
1579 1579 save_argv = sys.argv # save it for later restoring
1580 1580 sys.argv = [filename]+ arg_lst[1:] # put in the proper filename
1581 1581
1582 1582 if opts.has_key('i'):
1583 1583 # Run in user's interactive namespace
1584 1584 prog_ns = self.shell.user_ns
1585 1585 __name__save = self.shell.user_ns['__name__']
1586 1586 prog_ns['__name__'] = '__main__'
1587 1587
1588 1588 ##main_mod = FakeModule(prog_ns)
1589 1589 main_mod = self.shell.new_main_mod(prog_ns)
1590 1590
1591 1591 else:
1592 1592 # Run in a fresh, empty namespace
1593 1593 if opts.has_key('n'):
1594 1594 name = os.path.splitext(os.path.basename(filename))[0]
1595 1595 else:
1596 1596 name = '__main__'
1597 1597
1598 1598 main_mod = self.shell.new_main_mod()
1599 1599
1600 1600 prog_ns = main_mod.__dict__
1601 1601 prog_ns['__name__'] = name
1602 1602
1603 1603
1604 1604 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1605 1605 # set the __file__ global in the script's namespace
1606 1606 prog_ns['__file__'] = filename
1607 1607
1608 1608 # pickle fix. See iplib for an explanation. But we need to make sure
1609 1609 # that, if we overwrite __main__, we replace it at the end
1610 1610 main_mod_name = prog_ns['__name__']
1611 1611
1612 1612 if main_mod_name == '__main__':
1613 1613 restore_main = sys.modules['__main__']
1614 1614 else:
1615 1615 restore_main = False
1616 1616
1617 1617 # This needs to be undone at the end to prevent holding references to
1618 1618 # every single object ever created.
1619 1619 sys.modules[main_mod_name] = main_mod
1620 1620
1621 1621 stats = None
1622 1622 try:
1623 1623 self.shell.savehist()
1624 1624
1625 1625 if opts.has_key('p'):
1626 1626 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1627 1627 else:
1628 1628 if opts.has_key('d'):
1629 1629 deb = Debugger.Pdb(self.shell.rc.colors)
1630 1630 # reset Breakpoint state, which is moronically kept
1631 1631 # in a class
1632 1632 bdb.Breakpoint.next = 1
1633 1633 bdb.Breakpoint.bplist = {}
1634 1634 bdb.Breakpoint.bpbynumber = [None]
1635 1635 # Set an initial breakpoint to stop execution
1636 1636 maxtries = 10
1637 1637 bp = int(opts.get('b',[1])[0])
1638 1638 checkline = deb.checkline(filename,bp)
1639 1639 if not checkline:
1640 1640 for bp in range(bp+1,bp+maxtries+1):
1641 1641 if deb.checkline(filename,bp):
1642 1642 break
1643 1643 else:
1644 1644 msg = ("\nI failed to find a valid line to set "
1645 1645 "a breakpoint\n"
1646 1646 "after trying up to line: %s.\n"
1647 1647 "Please set a valid breakpoint manually "
1648 1648 "with the -b option." % bp)
1649 1649 error(msg)
1650 1650 return
1651 1651 # if we find a good linenumber, set the breakpoint
1652 1652 deb.do_break('%s:%s' % (filename,bp))
1653 1653 # Start file run
1654 1654 print "NOTE: Enter 'c' at the",
1655 1655 print "%s prompt to start your script." % deb.prompt
1656 1656 try:
1657 1657 deb.run('execfile("%s")' % filename,prog_ns)
1658 1658
1659 1659 except:
1660 1660 etype, value, tb = sys.exc_info()
1661 1661 # Skip three frames in the traceback: the %run one,
1662 1662 # one inside bdb.py, and the command-line typed by the
1663 1663 # user (run by exec in pdb itself).
1664 1664 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1665 1665 else:
1666 1666 if runner is None:
1667 1667 runner = self.shell.safe_execfile
1668 1668 if opts.has_key('t'):
1669 1669 # timed execution
1670 1670 try:
1671 1671 nruns = int(opts['N'][0])
1672 1672 if nruns < 1:
1673 1673 error('Number of runs must be >=1')
1674 1674 return
1675 1675 except (KeyError):
1676 1676 nruns = 1
1677 1677 if nruns == 1:
1678 1678 t0 = clock2()
1679 1679 runner(filename,prog_ns,prog_ns,
1680 1680 exit_ignore=exit_ignore)
1681 1681 t1 = clock2()
1682 1682 t_usr = t1[0]-t0[0]
1683 1683 t_sys = t1[1]-t1[1]
1684 1684 print "\nIPython CPU timings (estimated):"
1685 1685 print " User : %10s s." % t_usr
1686 1686 print " System: %10s s." % t_sys
1687 1687 else:
1688 1688 runs = range(nruns)
1689 1689 t0 = clock2()
1690 1690 for nr in runs:
1691 1691 runner(filename,prog_ns,prog_ns,
1692 1692 exit_ignore=exit_ignore)
1693 1693 t1 = clock2()
1694 1694 t_usr = t1[0]-t0[0]
1695 1695 t_sys = t1[1]-t1[1]
1696 1696 print "\nIPython CPU timings (estimated):"
1697 1697 print "Total runs performed:",nruns
1698 1698 print " Times : %10s %10s" % ('Total','Per run')
1699 1699 print " User : %10s s, %10s s." % (t_usr,t_usr/nruns)
1700 1700 print " System: %10s s, %10s s." % (t_sys,t_sys/nruns)
1701 1701
1702 1702 else:
1703 1703 # regular execution
1704 1704 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1705 1705
1706 1706 if opts.has_key('i'):
1707 1707 self.shell.user_ns['__name__'] = __name__save
1708 1708 else:
1709 1709 # The shell MUST hold a reference to prog_ns so after %run
1710 1710 # exits, the python deletion mechanism doesn't zero it out
1711 1711 # (leaving dangling references).
1712 1712 self.shell.cache_main_mod(prog_ns,filename)
1713 1713 # update IPython interactive namespace
1714 1714 del prog_ns['__name__']
1715 1715 self.shell.user_ns.update(prog_ns)
1716 1716 finally:
1717 1717 # Ensure key global structures are restored
1718 1718 sys.argv = save_argv
1719 1719 if restore_main:
1720 1720 sys.modules['__main__'] = restore_main
1721 1721 else:
1722 1722 # Remove from sys.modules the reference to main_mod we'd
1723 1723 # added. Otherwise it will trap references to objects
1724 1724 # contained therein.
1725 1725 del sys.modules[main_mod_name]
1726 1726
1727 1727 self.shell.reloadhist()
1728 1728
1729 1729 return stats
1730 1730
1731 1731 def magic_runlog(self, parameter_s =''):
1732 1732 """Run files as logs.
1733 1733
1734 1734 Usage:\\
1735 1735 %runlog file1 file2 ...
1736 1736
1737 1737 Run the named files (treating them as log files) in sequence inside
1738 1738 the interpreter, and return to the prompt. This is much slower than
1739 1739 %run because each line is executed in a try/except block, but it
1740 1740 allows running files with syntax errors in them.
1741 1741
1742 1742 Normally IPython will guess when a file is one of its own logfiles, so
1743 1743 you can typically use %run even for logs. This shorthand allows you to
1744 1744 force any file to be treated as a log file."""
1745 1745
1746 1746 for f in parameter_s.split():
1747 1747 self.shell.safe_execfile(f,self.shell.user_ns,
1748 1748 self.shell.user_ns,islog=1)
1749 1749
1750 1750 @testdec.skip_doctest
1751 1751 def magic_timeit(self, parameter_s =''):
1752 1752 """Time execution of a Python statement or expression
1753 1753
1754 1754 Usage:\\
1755 1755 %timeit [-n<N> -r<R> [-t|-c]] statement
1756 1756
1757 1757 Time execution of a Python statement or expression using the timeit
1758 1758 module.
1759 1759
1760 1760 Options:
1761 1761 -n<N>: execute the given statement <N> times in a loop. If this value
1762 1762 is not given, a fitting value is chosen.
1763 1763
1764 1764 -r<R>: repeat the loop iteration <R> times and take the best result.
1765 1765 Default: 3
1766 1766
1767 1767 -t: use time.time to measure the time, which is the default on Unix.
1768 1768 This function measures wall time.
1769 1769
1770 1770 -c: use time.clock to measure the time, which is the default on
1771 1771 Windows and measures wall time. On Unix, resource.getrusage is used
1772 1772 instead and returns the CPU user time.
1773 1773
1774 1774 -p<P>: use a precision of <P> digits to display the timing result.
1775 1775 Default: 3
1776 1776
1777 1777
1778 1778 Examples:
1779 1779
1780 1780 In [1]: %timeit pass
1781 1781 10000000 loops, best of 3: 53.3 ns per loop
1782 1782
1783 1783 In [2]: u = None
1784 1784
1785 1785 In [3]: %timeit u is None
1786 1786 10000000 loops, best of 3: 184 ns per loop
1787 1787
1788 1788 In [4]: %timeit -r 4 u == None
1789 1789 1000000 loops, best of 4: 242 ns per loop
1790 1790
1791 1791 In [5]: import time
1792 1792
1793 1793 In [6]: %timeit -n1 time.sleep(2)
1794 1794 1 loops, best of 3: 2 s per loop
1795 1795
1796 1796
1797 1797 The times reported by %timeit will be slightly higher than those
1798 1798 reported by the timeit.py script when variables are accessed. This is
1799 1799 due to the fact that %timeit executes the statement in the namespace
1800 1800 of the shell, compared with timeit.py, which uses a single setup
1801 1801 statement to import function or create variables. Generally, the bias
1802 1802 does not matter as long as results from timeit.py are not mixed with
1803 1803 those from %timeit."""
1804 1804
1805 1805 import timeit
1806 1806 import math
1807 1807
1808 1808 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1809 1809 # certain terminals. Until we figure out a robust way of
1810 1810 # auto-detecting if the terminal can deal with it, use plain 'us' for
1811 # microseconds. Note: using
1811 # microseconds. I am really NOT happy about disabling the proper
1812 # 'micro' prefix, but crashing is worse... If anyone knows what the
1813 # right solution for this is, I'm all ears...
1814 #
1815 # Note: using
1812 1816 #
1813 1817 # s = u'\xb5'
1814 1818 # s.encode(sys.getdefaultencoding())
1815 1819 #
1816 1820 # is not sufficient, as I've seen terminals where that fails but
1817 1821 # print s
1818 1822 #
1819 1823 # succeeds
1820 1824 #
1821 1825 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1822 1826
1823 1827 #units = [u"s", u"ms",u'\xb5',"ns"]
1824 1828 units = [u"s", u"ms",u'us',"ns"]
1825 1829
1826 1830 scaling = [1, 1e3, 1e6, 1e9]
1827 1831
1828 1832 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1829 1833 posix=False)
1830 1834 if stmt == "":
1831 1835 return
1832 1836 timefunc = timeit.default_timer
1833 1837 number = int(getattr(opts, "n", 0))
1834 1838 repeat = int(getattr(opts, "r", timeit.default_repeat))
1835 1839 precision = int(getattr(opts, "p", 3))
1836 1840 if hasattr(opts, "t"):
1837 1841 timefunc = time.time
1838 1842 if hasattr(opts, "c"):
1839 1843 timefunc = clock
1840 1844
1841 1845 timer = timeit.Timer(timer=timefunc)
1842 1846 # this code has tight coupling to the inner workings of timeit.Timer,
1843 1847 # but is there a better way to achieve that the code stmt has access
1844 1848 # to the shell namespace?
1845 1849
1846 1850 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1847 1851 'setup': "pass"}
1848 1852 # Track compilation time so it can be reported if too long
1849 1853 # Minimum time above which compilation time will be reported
1850 1854 tc_min = 0.1
1851 1855
1852 1856 t0 = clock()
1853 1857 code = compile(src, "<magic-timeit>", "exec")
1854 1858 tc = clock()-t0
1855 1859
1856 1860 ns = {}
1857 1861 exec code in self.shell.user_ns, ns
1858 1862 timer.inner = ns["inner"]
1859 1863
1860 1864 if number == 0:
1861 1865 # determine number so that 0.2 <= total time < 2.0
1862 1866 number = 1
1863 1867 for i in range(1, 10):
1864 1868 number *= 10
1865 1869 if timer.timeit(number) >= 0.2:
1866 1870 break
1867 1871
1868 1872 best = min(timer.repeat(repeat, number)) / number
1869 1873
1870 1874 if best > 0.0:
1871 1875 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1872 1876 else:
1873 1877 order = 3
1874 1878 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1875 1879 precision,
1876 1880 best * scaling[order],
1877 1881 units[order])
1878 1882 if tc > tc_min:
1879 1883 print "Compiler time: %.2f s" % tc
1880 1884
1881 1885 @testdec.skip_doctest
1882 1886 def magic_time(self,parameter_s = ''):
1883 1887 """Time execution of a Python statement or expression.
1884 1888
1885 1889 The CPU and wall clock times are printed, and the value of the
1886 1890 expression (if any) is returned. Note that under Win32, system time
1887 1891 is always reported as 0, since it can not be measured.
1888 1892
1889 1893 This function provides very basic timing functionality. In Python
1890 1894 2.3, the timeit module offers more control and sophistication, so this
1891 1895 could be rewritten to use it (patches welcome).
1892 1896
1893 1897 Some examples:
1894 1898
1895 1899 In [1]: time 2**128
1896 1900 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1897 1901 Wall time: 0.00
1898 1902 Out[1]: 340282366920938463463374607431768211456L
1899 1903
1900 1904 In [2]: n = 1000000
1901 1905
1902 1906 In [3]: time sum(range(n))
1903 1907 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1904 1908 Wall time: 1.37
1905 1909 Out[3]: 499999500000L
1906 1910
1907 1911 In [4]: time print 'hello world'
1908 1912 hello world
1909 1913 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1910 1914 Wall time: 0.00
1911 1915
1912 1916 Note that the time needed by Python to compile the given expression
1913 1917 will be reported if it is more than 0.1s. In this example, the
1914 1918 actual exponentiation is done by Python at compilation time, so while
1915 1919 the expression can take a noticeable amount of time to compute, that
1916 1920 time is purely due to the compilation:
1917 1921
1918 1922 In [5]: time 3**9999;
1919 1923 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1920 1924 Wall time: 0.00 s
1921 1925
1922 1926 In [6]: time 3**999999;
1923 1927 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1924 1928 Wall time: 0.00 s
1925 1929 Compiler : 0.78 s
1926 1930 """
1927 1931
1928 1932 # fail immediately if the given expression can't be compiled
1929 1933
1930 1934 expr = self.shell.prefilter(parameter_s,False)
1931 1935
1932 1936 # Minimum time above which compilation time will be reported
1933 1937 tc_min = 0.1
1934 1938
1935 1939 try:
1936 1940 mode = 'eval'
1937 1941 t0 = clock()
1938 1942 code = compile(expr,'<timed eval>',mode)
1939 1943 tc = clock()-t0
1940 1944 except SyntaxError:
1941 1945 mode = 'exec'
1942 1946 t0 = clock()
1943 1947 code = compile(expr,'<timed exec>',mode)
1944 1948 tc = clock()-t0
1945 1949 # skew measurement as little as possible
1946 1950 glob = self.shell.user_ns
1947 1951 clk = clock2
1948 1952 wtime = time.time
1949 1953 # time execution
1950 1954 wall_st = wtime()
1951 1955 if mode=='eval':
1952 1956 st = clk()
1953 1957 out = eval(code,glob)
1954 1958 end = clk()
1955 1959 else:
1956 1960 st = clk()
1957 1961 exec code in glob
1958 1962 end = clk()
1959 1963 out = None
1960 1964 wall_end = wtime()
1961 1965 # Compute actual times and report
1962 1966 wall_time = wall_end-wall_st
1963 1967 cpu_user = end[0]-st[0]
1964 1968 cpu_sys = end[1]-st[1]
1965 1969 cpu_tot = cpu_user+cpu_sys
1966 1970 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1967 1971 (cpu_user,cpu_sys,cpu_tot)
1968 1972 print "Wall time: %.2f s" % wall_time
1969 1973 if tc > tc_min:
1970 1974 print "Compiler : %.2f s" % tc
1971 1975 return out
1972 1976
1973 1977 @testdec.skip_doctest
1974 1978 def magic_macro(self,parameter_s = ''):
1975 1979 """Define a set of input lines as a macro for future re-execution.
1976 1980
1977 1981 Usage:\\
1978 1982 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1979 1983
1980 1984 Options:
1981 1985
1982 1986 -r: use 'raw' input. By default, the 'processed' history is used,
1983 1987 so that magics are loaded in their transformed version to valid
1984 1988 Python. If this option is given, the raw input as typed as the
1985 1989 command line is used instead.
1986 1990
1987 1991 This will define a global variable called `name` which is a string
1988 1992 made of joining the slices and lines you specify (n1,n2,... numbers
1989 1993 above) from your input history into a single string. This variable
1990 1994 acts like an automatic function which re-executes those lines as if
1991 1995 you had typed them. You just type 'name' at the prompt and the code
1992 1996 executes.
1993 1997
1994 1998 The notation for indicating number ranges is: n1-n2 means 'use line
1995 1999 numbers n1,...n2' (the endpoint is included). That is, '5-7' means
1996 2000 using the lines numbered 5,6 and 7.
1997 2001
1998 2002 Note: as a 'hidden' feature, you can also use traditional python slice
1999 2003 notation, where N:M means numbers N through M-1.
2000 2004
2001 2005 For example, if your history contains (%hist prints it):
2002 2006
2003 2007 44: x=1
2004 2008 45: y=3
2005 2009 46: z=x+y
2006 2010 47: print x
2007 2011 48: a=5
2008 2012 49: print 'x',x,'y',y
2009 2013
2010 2014 you can create a macro with lines 44 through 47 (included) and line 49
2011 2015 called my_macro with:
2012 2016
2013 2017 In [55]: %macro my_macro 44-47 49
2014 2018
2015 2019 Now, typing `my_macro` (without quotes) will re-execute all this code
2016 2020 in one pass.
2017 2021
2018 2022 You don't need to give the line-numbers in order, and any given line
2019 2023 number can appear multiple times. You can assemble macros with any
2020 2024 lines from your input history in any order.
2021 2025
2022 2026 The macro is a simple object which holds its value in an attribute,
2023 2027 but IPython's display system checks for macros and executes them as
2024 2028 code instead of printing them when you type their name.
2025 2029
2026 2030 You can view a macro's contents by explicitly printing it with:
2027 2031
2028 2032 'print macro_name'.
2029 2033
2030 2034 For one-off cases which DON'T contain magic function calls in them you
2031 2035 can obtain similar results by explicitly executing slices from your
2032 2036 input history with:
2033 2037
2034 2038 In [60]: exec In[44:48]+In[49]"""
2035 2039
2036 2040 opts,args = self.parse_options(parameter_s,'r',mode='list')
2037 2041 if not args:
2038 2042 macs = [k for k,v in self.shell.user_ns.items() if isinstance(v, Macro)]
2039 2043 macs.sort()
2040 2044 return macs
2041 2045 if len(args) == 1:
2042 2046 raise UsageError(
2043 2047 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2044 2048 name,ranges = args[0], args[1:]
2045 2049
2046 2050 #print 'rng',ranges # dbg
2047 2051 lines = self.extract_input_slices(ranges,opts.has_key('r'))
2048 2052 macro = Macro(lines)
2049 2053 self.shell.user_ns.update({name:macro})
2050 2054 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2051 2055 print 'Macro contents:'
2052 2056 print macro,
2053 2057
2054 2058 def magic_save(self,parameter_s = ''):
2055 2059 """Save a set of lines to a given filename.
2056 2060
2057 2061 Usage:\\
2058 2062 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2059 2063
2060 2064 Options:
2061 2065
2062 2066 -r: use 'raw' input. By default, the 'processed' history is used,
2063 2067 so that magics are loaded in their transformed version to valid
2064 2068 Python. If this option is given, the raw input as typed as the
2065 2069 command line is used instead.
2066 2070
2067 2071 This function uses the same syntax as %macro for line extraction, but
2068 2072 instead of creating a macro it saves the resulting string to the
2069 2073 filename you specify.
2070 2074
2071 2075 It adds a '.py' extension to the file if you don't do so yourself, and
2072 2076 it asks for confirmation before overwriting existing files."""
2073 2077
2074 2078 opts,args = self.parse_options(parameter_s,'r',mode='list')
2075 2079 fname,ranges = args[0], args[1:]
2076 2080 if not fname.endswith('.py'):
2077 2081 fname += '.py'
2078 2082 if os.path.isfile(fname):
2079 2083 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2080 2084 if ans.lower() not in ['y','yes']:
2081 2085 print 'Operation cancelled.'
2082 2086 return
2083 2087 cmds = ''.join(self.extract_input_slices(ranges,opts.has_key('r')))
2084 2088 f = file(fname,'w')
2085 2089 f.write(cmds)
2086 2090 f.close()
2087 2091 print 'The following commands were written to file `%s`:' % fname
2088 2092 print cmds
2089 2093
2090 2094 def _edit_macro(self,mname,macro):
2091 2095 """open an editor with the macro data in a file"""
2092 2096 filename = self.shell.mktempfile(macro.value)
2093 2097 self.shell.hooks.editor(filename)
2094 2098
2095 2099 # and make a new macro object, to replace the old one
2096 2100 mfile = open(filename)
2097 2101 mvalue = mfile.read()
2098 2102 mfile.close()
2099 2103 self.shell.user_ns[mname] = Macro(mvalue)
2100 2104
2101 2105 def magic_ed(self,parameter_s=''):
2102 2106 """Alias to %edit."""
2103 2107 return self.magic_edit(parameter_s)
2104 2108
2105 2109 @testdec.skip_doctest
2106 2110 def magic_edit(self,parameter_s='',last_call=['','']):
2107 2111 """Bring up an editor and execute the resulting code.
2108 2112
2109 2113 Usage:
2110 2114 %edit [options] [args]
2111 2115
2112 2116 %edit runs IPython's editor hook. The default version of this hook is
2113 2117 set to call the __IPYTHON__.rc.editor command. This is read from your
2114 2118 environment variable $EDITOR. If this isn't found, it will default to
2115 2119 vi under Linux/Unix and to notepad under Windows. See the end of this
2116 2120 docstring for how to change the editor hook.
2117 2121
2118 2122 You can also set the value of this editor via the command line option
2119 2123 '-editor' or in your ipythonrc file. This is useful if you wish to use
2120 2124 specifically for IPython an editor different from your typical default
2121 2125 (and for Windows users who typically don't set environment variables).
2122 2126
2123 2127 This command allows you to conveniently edit multi-line code right in
2124 2128 your IPython session.
2125 2129
2126 2130 If called without arguments, %edit opens up an empty editor with a
2127 2131 temporary file and will execute the contents of this file when you
2128 2132 close it (don't forget to save it!).
2129 2133
2130 2134
2131 2135 Options:
2132 2136
2133 2137 -n <number>: open the editor at a specified line number. By default,
2134 2138 the IPython editor hook uses the unix syntax 'editor +N filename', but
2135 2139 you can configure this by providing your own modified hook if your
2136 2140 favorite editor supports line-number specifications with a different
2137 2141 syntax.
2138 2142
2139 2143 -p: this will call the editor with the same data as the previous time
2140 2144 it was used, regardless of how long ago (in your current session) it
2141 2145 was.
2142 2146
2143 2147 -r: use 'raw' input. This option only applies to input taken from the
2144 2148 user's history. By default, the 'processed' history is used, so that
2145 2149 magics are loaded in their transformed version to valid Python. If
2146 2150 this option is given, the raw input as typed as the command line is
2147 2151 used instead. When you exit the editor, it will be executed by
2148 2152 IPython's own processor.
2149 2153
2150 2154 -x: do not execute the edited code immediately upon exit. This is
2151 2155 mainly useful if you are editing programs which need to be called with
2152 2156 command line arguments, which you can then do using %run.
2153 2157
2154 2158
2155 2159 Arguments:
2156 2160
2157 2161 If arguments are given, the following possibilites exist:
2158 2162
2159 2163 - The arguments are numbers or pairs of colon-separated numbers (like
2160 2164 1 4:8 9). These are interpreted as lines of previous input to be
2161 2165 loaded into the editor. The syntax is the same of the %macro command.
2162 2166
2163 2167 - If the argument doesn't start with a number, it is evaluated as a
2164 2168 variable and its contents loaded into the editor. You can thus edit
2165 2169 any string which contains python code (including the result of
2166 2170 previous edits).
2167 2171
2168 2172 - If the argument is the name of an object (other than a string),
2169 2173 IPython will try to locate the file where it was defined and open the
2170 2174 editor at the point where it is defined. You can use `%edit function`
2171 2175 to load an editor exactly at the point where 'function' is defined,
2172 2176 edit it and have the file be executed automatically.
2173 2177
2174 2178 If the object is a macro (see %macro for details), this opens up your
2175 2179 specified editor with a temporary file containing the macro's data.
2176 2180 Upon exit, the macro is reloaded with the contents of the file.
2177 2181
2178 2182 Note: opening at an exact line is only supported under Unix, and some
2179 2183 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2180 2184 '+NUMBER' parameter necessary for this feature. Good editors like
2181 2185 (X)Emacs, vi, jed, pico and joe all do.
2182 2186
2183 2187 - If the argument is not found as a variable, IPython will look for a
2184 2188 file with that name (adding .py if necessary) and load it into the
2185 2189 editor. It will execute its contents with execfile() when you exit,
2186 2190 loading any code in the file into your interactive namespace.
2187 2191
2188 2192 After executing your code, %edit will return as output the code you
2189 2193 typed in the editor (except when it was an existing file). This way
2190 2194 you can reload the code in further invocations of %edit as a variable,
2191 2195 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2192 2196 the output.
2193 2197
2194 2198 Note that %edit is also available through the alias %ed.
2195 2199
2196 2200 This is an example of creating a simple function inside the editor and
2197 2201 then modifying it. First, start up the editor:
2198 2202
2199 2203 In [1]: ed
2200 2204 Editing... done. Executing edited code...
2201 2205 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2202 2206
2203 2207 We can then call the function foo():
2204 2208
2205 2209 In [2]: foo()
2206 2210 foo() was defined in an editing session
2207 2211
2208 2212 Now we edit foo. IPython automatically loads the editor with the
2209 2213 (temporary) file where foo() was previously defined:
2210 2214
2211 2215 In [3]: ed foo
2212 2216 Editing... done. Executing edited code...
2213 2217
2214 2218 And if we call foo() again we get the modified version:
2215 2219
2216 2220 In [4]: foo()
2217 2221 foo() has now been changed!
2218 2222
2219 2223 Here is an example of how to edit a code snippet successive
2220 2224 times. First we call the editor:
2221 2225
2222 2226 In [5]: ed
2223 2227 Editing... done. Executing edited code...
2224 2228 hello
2225 2229 Out[5]: "print 'hello'n"
2226 2230
2227 2231 Now we call it again with the previous output (stored in _):
2228 2232
2229 2233 In [6]: ed _
2230 2234 Editing... done. Executing edited code...
2231 2235 hello world
2232 2236 Out[6]: "print 'hello world'n"
2233 2237
2234 2238 Now we call it with the output #8 (stored in _8, also as Out[8]):
2235 2239
2236 2240 In [7]: ed _8
2237 2241 Editing... done. Executing edited code...
2238 2242 hello again
2239 2243 Out[7]: "print 'hello again'n"
2240 2244
2241 2245
2242 2246 Changing the default editor hook:
2243 2247
2244 2248 If you wish to write your own editor hook, you can put it in a
2245 2249 configuration file which you load at startup time. The default hook
2246 2250 is defined in the IPython.hooks module, and you can use that as a
2247 2251 starting example for further modifications. That file also has
2248 2252 general instructions on how to set a new hook for use once you've
2249 2253 defined it."""
2250 2254
2251 2255 # FIXME: This function has become a convoluted mess. It needs a
2252 2256 # ground-up rewrite with clean, simple logic.
2253 2257
2254 2258 def make_filename(arg):
2255 2259 "Make a filename from the given args"
2256 2260 try:
2257 2261 filename = get_py_filename(arg)
2258 2262 except IOError:
2259 2263 if args.endswith('.py'):
2260 2264 filename = arg
2261 2265 else:
2262 2266 filename = None
2263 2267 return filename
2264 2268
2265 2269 # custom exceptions
2266 2270 class DataIsObject(Exception): pass
2267 2271
2268 2272 opts,args = self.parse_options(parameter_s,'prxn:')
2269 2273 # Set a few locals from the options for convenience:
2270 2274 opts_p = opts.has_key('p')
2271 2275 opts_r = opts.has_key('r')
2272 2276
2273 2277 # Default line number value
2274 2278 lineno = opts.get('n',None)
2275 2279
2276 2280 if opts_p:
2277 2281 args = '_%s' % last_call[0]
2278 2282 if not self.shell.user_ns.has_key(args):
2279 2283 args = last_call[1]
2280 2284
2281 2285 # use last_call to remember the state of the previous call, but don't
2282 2286 # let it be clobbered by successive '-p' calls.
2283 2287 try:
2284 2288 last_call[0] = self.shell.outputcache.prompt_count
2285 2289 if not opts_p:
2286 2290 last_call[1] = parameter_s
2287 2291 except:
2288 2292 pass
2289 2293
2290 2294 # by default this is done with temp files, except when the given
2291 2295 # arg is a filename
2292 2296 use_temp = 1
2293 2297
2294 2298 if re.match(r'\d',args):
2295 2299 # Mode where user specifies ranges of lines, like in %macro.
2296 2300 # This means that you can't edit files whose names begin with
2297 2301 # numbers this way. Tough.
2298 2302 ranges = args.split()
2299 2303 data = ''.join(self.extract_input_slices(ranges,opts_r))
2300 2304 elif args.endswith('.py'):
2301 2305 filename = make_filename(args)
2302 2306 data = ''
2303 2307 use_temp = 0
2304 2308 elif args:
2305 2309 try:
2306 2310 # Load the parameter given as a variable. If not a string,
2307 2311 # process it as an object instead (below)
2308 2312
2309 2313 #print '*** args',args,'type',type(args) # dbg
2310 2314 data = eval(args,self.shell.user_ns)
2311 2315 if not type(data) in StringTypes:
2312 2316 raise DataIsObject
2313 2317
2314 2318 except (NameError,SyntaxError):
2315 2319 # given argument is not a variable, try as a filename
2316 2320 filename = make_filename(args)
2317 2321 if filename is None:
2318 2322 warn("Argument given (%s) can't be found as a variable "
2319 2323 "or as a filename." % args)
2320 2324 return
2321 2325
2322 2326 data = ''
2323 2327 use_temp = 0
2324 2328 except DataIsObject:
2325 2329
2326 2330 # macros have a special edit function
2327 2331 if isinstance(data,Macro):
2328 2332 self._edit_macro(args,data)
2329 2333 return
2330 2334
2331 2335 # For objects, try to edit the file where they are defined
2332 2336 try:
2333 2337 filename = inspect.getabsfile(data)
2334 2338 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2335 2339 # class created by %edit? Try to find source
2336 2340 # by looking for method definitions instead, the
2337 2341 # __module__ in those classes is FakeModule.
2338 2342 attrs = [getattr(data, aname) for aname in dir(data)]
2339 2343 for attr in attrs:
2340 2344 if not inspect.ismethod(attr):
2341 2345 continue
2342 2346 filename = inspect.getabsfile(attr)
2343 2347 if filename and 'fakemodule' not in filename.lower():
2344 2348 # change the attribute to be the edit target instead
2345 2349 data = attr
2346 2350 break
2347 2351
2348 2352 datafile = 1
2349 2353 except TypeError:
2350 2354 filename = make_filename(args)
2351 2355 datafile = 1
2352 2356 warn('Could not find file where `%s` is defined.\n'
2353 2357 'Opening a file named `%s`' % (args,filename))
2354 2358 # Now, make sure we can actually read the source (if it was in
2355 2359 # a temp file it's gone by now).
2356 2360 if datafile:
2357 2361 try:
2358 2362 if lineno is None:
2359 2363 lineno = inspect.getsourcelines(data)[1]
2360 2364 except IOError:
2361 2365 filename = make_filename(args)
2362 2366 if filename is None:
2363 2367 warn('The file `%s` where `%s` was defined cannot '
2364 2368 'be read.' % (filename,data))
2365 2369 return
2366 2370 use_temp = 0
2367 2371 else:
2368 2372 data = ''
2369 2373
2370 2374 if use_temp:
2371 2375 filename = self.shell.mktempfile(data)
2372 2376 print 'IPython will make a temporary file named:',filename
2373 2377
2374 2378 # do actual editing here
2375 2379 print 'Editing...',
2376 2380 sys.stdout.flush()
2377 2381 try:
2378 2382 self.shell.hooks.editor(filename,lineno)
2379 2383 except IPython.ipapi.TryNext:
2380 2384 warn('Could not open editor')
2381 2385 return
2382 2386
2383 2387 # XXX TODO: should this be generalized for all string vars?
2384 2388 # For now, this is special-cased to blocks created by cpaste
2385 2389 if args.strip() == 'pasted_block':
2386 2390 self.shell.user_ns['pasted_block'] = file_read(filename)
2387 2391
2388 2392 if opts.has_key('x'): # -x prevents actual execution
2389 2393 print
2390 2394 else:
2391 2395 print 'done. Executing edited code...'
2392 2396 if opts_r:
2393 2397 self.shell.runlines(file_read(filename))
2394 2398 else:
2395 2399 self.shell.safe_execfile(filename,self.shell.user_ns,
2396 2400 self.shell.user_ns)
2397 2401
2398 2402
2399 2403 if use_temp:
2400 2404 try:
2401 2405 return open(filename).read()
2402 2406 except IOError,msg:
2403 2407 if msg.filename == filename:
2404 2408 warn('File not found. Did you forget to save?')
2405 2409 return
2406 2410 else:
2407 2411 self.shell.showtraceback()
2408 2412
2409 2413 def magic_xmode(self,parameter_s = ''):
2410 2414 """Switch modes for the exception handlers.
2411 2415
2412 2416 Valid modes: Plain, Context and Verbose.
2413 2417
2414 2418 If called without arguments, acts as a toggle."""
2415 2419
2416 2420 def xmode_switch_err(name):
2417 2421 warn('Error changing %s exception modes.\n%s' %
2418 2422 (name,sys.exc_info()[1]))
2419 2423
2420 2424 shell = self.shell
2421 2425 new_mode = parameter_s.strip().capitalize()
2422 2426 try:
2423 2427 shell.InteractiveTB.set_mode(mode=new_mode)
2424 2428 print 'Exception reporting mode:',shell.InteractiveTB.mode
2425 2429 except:
2426 2430 xmode_switch_err('user')
2427 2431
2428 2432 # threaded shells use a special handler in sys.excepthook
2429 2433 if shell.isthreaded:
2430 2434 try:
2431 2435 shell.sys_excepthook.set_mode(mode=new_mode)
2432 2436 except:
2433 2437 xmode_switch_err('threaded')
2434 2438
2435 2439 def magic_colors(self,parameter_s = ''):
2436 2440 """Switch color scheme for prompts, info system and exception handlers.
2437 2441
2438 2442 Currently implemented schemes: NoColor, Linux, LightBG.
2439 2443
2440 2444 Color scheme names are not case-sensitive."""
2441 2445
2442 2446 def color_switch_err(name):
2443 2447 warn('Error changing %s color schemes.\n%s' %
2444 2448 (name,sys.exc_info()[1]))
2445 2449
2446 2450
2447 2451 new_scheme = parameter_s.strip()
2448 2452 if not new_scheme:
2449 2453 raise UsageError(
2450 2454 "%colors: you must specify a color scheme. See '%colors?'")
2451 2455 return
2452 2456 # local shortcut
2453 2457 shell = self.shell
2454 2458
2455 2459 import IPython.rlineimpl as readline
2456 2460
2457 2461 if not readline.have_readline and sys.platform == "win32":
2458 2462 msg = """\
2459 2463 Proper color support under MS Windows requires the pyreadline library.
2460 2464 You can find it at:
2461 2465 http://ipython.scipy.org/moin/PyReadline/Intro
2462 2466 Gary's readline needs the ctypes module, from:
2463 2467 http://starship.python.net/crew/theller/ctypes
2464 2468 (Note that ctypes is already part of Python versions 2.5 and newer).
2465 2469
2466 2470 Defaulting color scheme to 'NoColor'"""
2467 2471 new_scheme = 'NoColor'
2468 2472 warn(msg)
2469 2473
2470 2474 # readline option is 0
2471 2475 if not shell.has_readline:
2472 2476 new_scheme = 'NoColor'
2473 2477
2474 2478 # Set prompt colors
2475 2479 try:
2476 2480 shell.outputcache.set_colors(new_scheme)
2477 2481 except:
2478 2482 color_switch_err('prompt')
2479 2483 else:
2480 2484 shell.rc.colors = \
2481 2485 shell.outputcache.color_table.active_scheme_name
2482 2486 # Set exception colors
2483 2487 try:
2484 2488 shell.InteractiveTB.set_colors(scheme = new_scheme)
2485 2489 shell.SyntaxTB.set_colors(scheme = new_scheme)
2486 2490 except:
2487 2491 color_switch_err('exception')
2488 2492
2489 2493 # threaded shells use a verbose traceback in sys.excepthook
2490 2494 if shell.isthreaded:
2491 2495 try:
2492 2496 shell.sys_excepthook.set_colors(scheme=new_scheme)
2493 2497 except:
2494 2498 color_switch_err('system exception handler')
2495 2499
2496 2500 # Set info (for 'object?') colors
2497 2501 if shell.rc.color_info:
2498 2502 try:
2499 2503 shell.inspector.set_active_scheme(new_scheme)
2500 2504 except:
2501 2505 color_switch_err('object inspector')
2502 2506 else:
2503 2507 shell.inspector.set_active_scheme('NoColor')
2504 2508
2505 2509 def magic_color_info(self,parameter_s = ''):
2506 2510 """Toggle color_info.
2507 2511
2508 2512 The color_info configuration parameter controls whether colors are
2509 2513 used for displaying object details (by things like %psource, %pfile or
2510 2514 the '?' system). This function toggles this value with each call.
2511 2515
2512 2516 Note that unless you have a fairly recent pager (less works better
2513 2517 than more) in your system, using colored object information displays
2514 2518 will not work properly. Test it and see."""
2515 2519
2516 2520 self.shell.rc.color_info = 1 - self.shell.rc.color_info
2517 2521 self.magic_colors(self.shell.rc.colors)
2518 2522 print 'Object introspection functions have now coloring:',
2519 2523 print ['OFF','ON'][self.shell.rc.color_info]
2520 2524
2521 2525 def magic_Pprint(self, parameter_s=''):
2522 2526 """Toggle pretty printing on/off."""
2523 2527
2524 2528 self.shell.rc.pprint = 1 - self.shell.rc.pprint
2525 2529 print 'Pretty printing has been turned', \
2526 2530 ['OFF','ON'][self.shell.rc.pprint]
2527 2531
2528 2532 def magic_exit(self, parameter_s=''):
2529 2533 """Exit IPython, confirming if configured to do so.
2530 2534
2531 2535 You can configure whether IPython asks for confirmation upon exit by
2532 2536 setting the confirm_exit flag in the ipythonrc file."""
2533 2537
2534 2538 self.shell.exit()
2535 2539
2536 2540 def magic_quit(self, parameter_s=''):
2537 2541 """Exit IPython, confirming if configured to do so (like %exit)"""
2538 2542
2539 2543 self.shell.exit()
2540 2544
2541 2545 def magic_Exit(self, parameter_s=''):
2542 2546 """Exit IPython without confirmation."""
2543 2547
2544 2548 self.shell.ask_exit()
2545 2549
2546 2550 #......................................................................
2547 2551 # Functions to implement unix shell-type things
2548 2552
2549 2553 @testdec.skip_doctest
2550 2554 def magic_alias(self, parameter_s = ''):
2551 2555 """Define an alias for a system command.
2552 2556
2553 2557 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2554 2558
2555 2559 Then, typing 'alias_name params' will execute the system command 'cmd
2556 2560 params' (from your underlying operating system).
2557 2561
2558 2562 Aliases have lower precedence than magic functions and Python normal
2559 2563 variables, so if 'foo' is both a Python variable and an alias, the
2560 2564 alias can not be executed until 'del foo' removes the Python variable.
2561 2565
2562 2566 You can use the %l specifier in an alias definition to represent the
2563 2567 whole line when the alias is called. For example:
2564 2568
2565 2569 In [2]: alias all echo "Input in brackets: <%l>"
2566 2570 In [3]: all hello world
2567 2571 Input in brackets: <hello world>
2568 2572
2569 2573 You can also define aliases with parameters using %s specifiers (one
2570 2574 per parameter):
2571 2575
2572 2576 In [1]: alias parts echo first %s second %s
2573 2577 In [2]: %parts A B
2574 2578 first A second B
2575 2579 In [3]: %parts A
2576 2580 Incorrect number of arguments: 2 expected.
2577 2581 parts is an alias to: 'echo first %s second %s'
2578 2582
2579 2583 Note that %l and %s are mutually exclusive. You can only use one or
2580 2584 the other in your aliases.
2581 2585
2582 2586 Aliases expand Python variables just like system calls using ! or !!
2583 2587 do: all expressions prefixed with '$' get expanded. For details of
2584 2588 the semantic rules, see PEP-215:
2585 2589 http://www.python.org/peps/pep-0215.html. This is the library used by
2586 2590 IPython for variable expansion. If you want to access a true shell
2587 2591 variable, an extra $ is necessary to prevent its expansion by IPython:
2588 2592
2589 2593 In [6]: alias show echo
2590 2594 In [7]: PATH='A Python string'
2591 2595 In [8]: show $PATH
2592 2596 A Python string
2593 2597 In [9]: show $$PATH
2594 2598 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2595 2599
2596 2600 You can use the alias facility to acess all of $PATH. See the %rehash
2597 2601 and %rehashx functions, which automatically create aliases for the
2598 2602 contents of your $PATH.
2599 2603
2600 2604 If called with no parameters, %alias prints the current alias table."""
2601 2605
2602 2606 par = parameter_s.strip()
2603 2607 if not par:
2604 2608 stored = self.db.get('stored_aliases', {} )
2605 2609 atab = self.shell.alias_table
2606 2610 aliases = atab.keys()
2607 2611 aliases.sort()
2608 2612 res = []
2609 2613 showlast = []
2610 2614 for alias in aliases:
2611 2615 special = False
2612 2616 try:
2613 2617 tgt = atab[alias][1]
2614 2618 except (TypeError, AttributeError):
2615 2619 # unsubscriptable? probably a callable
2616 2620 tgt = atab[alias]
2617 2621 special = True
2618 2622 # 'interesting' aliases
2619 2623 if (alias in stored or
2620 2624 special or
2621 2625 alias.lower() != os.path.splitext(tgt)[0].lower() or
2622 2626 ' ' in tgt):
2623 2627 showlast.append((alias, tgt))
2624 2628 else:
2625 2629 res.append((alias, tgt ))
2626 2630
2627 2631 # show most interesting aliases last
2628 2632 res.extend(showlast)
2629 2633 print "Total number of aliases:",len(aliases)
2630 2634 return res
2631 2635 try:
2632 2636 alias,cmd = par.split(None,1)
2633 2637 except:
2634 2638 print OInspect.getdoc(self.magic_alias)
2635 2639 else:
2636 2640 nargs = cmd.count('%s')
2637 2641 if nargs>0 and cmd.find('%l')>=0:
2638 2642 error('The %s and %l specifiers are mutually exclusive '
2639 2643 'in alias definitions.')
2640 2644 else: # all looks OK
2641 2645 self.shell.alias_table[alias] = (nargs,cmd)
2642 2646 self.shell.alias_table_validate(verbose=0)
2643 2647 # end magic_alias
2644 2648
2645 2649 def magic_unalias(self, parameter_s = ''):
2646 2650 """Remove an alias"""
2647 2651
2648 2652 aname = parameter_s.strip()
2649 2653 if aname in self.shell.alias_table:
2650 2654 del self.shell.alias_table[aname]
2651 2655 stored = self.db.get('stored_aliases', {} )
2652 2656 if aname in stored:
2653 2657 print "Removing %stored alias",aname
2654 2658 del stored[aname]
2655 2659 self.db['stored_aliases'] = stored
2656 2660
2657 2661
2658 2662 def magic_rehashx(self, parameter_s = ''):
2659 2663 """Update the alias table with all executable files in $PATH.
2660 2664
2661 2665 This version explicitly checks that every entry in $PATH is a file
2662 2666 with execute access (os.X_OK), so it is much slower than %rehash.
2663 2667
2664 2668 Under Windows, it checks executability as a match agains a
2665 2669 '|'-separated string of extensions, stored in the IPython config
2666 2670 variable win_exec_ext. This defaults to 'exe|com|bat'.
2667 2671
2668 2672 This function also resets the root module cache of module completer,
2669 2673 used on slow filesystems.
2670 2674 """
2671 2675
2672 2676
2673 2677 ip = self.api
2674 2678
2675 2679 # for the benefit of module completer in ipy_completers.py
2676 2680 del ip.db['rootmodules']
2677 2681
2678 2682 path = [os.path.abspath(os.path.expanduser(p)) for p in
2679 2683 os.environ.get('PATH','').split(os.pathsep)]
2680 2684 path = filter(os.path.isdir,path)
2681 2685
2682 2686 alias_table = self.shell.alias_table
2683 2687 syscmdlist = []
2684 2688 if os.name == 'posix':
2685 2689 isexec = lambda fname:os.path.isfile(fname) and \
2686 2690 os.access(fname,os.X_OK)
2687 2691 else:
2688 2692
2689 2693 try:
2690 2694 winext = os.environ['pathext'].replace(';','|').replace('.','')
2691 2695 except KeyError:
2692 2696 winext = 'exe|com|bat|py'
2693 2697 if 'py' not in winext:
2694 2698 winext += '|py'
2695 2699 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2696 2700 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2697 2701 savedir = os.getcwd()
2698 2702 try:
2699 2703 # write the whole loop for posix/Windows so we don't have an if in
2700 2704 # the innermost part
2701 2705 if os.name == 'posix':
2702 2706 for pdir in path:
2703 2707 os.chdir(pdir)
2704 2708 for ff in os.listdir(pdir):
2705 2709 if isexec(ff) and ff not in self.shell.no_alias:
2706 2710 # each entry in the alias table must be (N,name),
2707 2711 # where N is the number of positional arguments of the
2708 2712 # alias.
2709 2713 # Dots will be removed from alias names, since ipython
2710 2714 # assumes names with dots to be python code
2711 2715 alias_table[ff.replace('.','')] = (0,ff)
2712 2716 syscmdlist.append(ff)
2713 2717 else:
2714 2718 for pdir in path:
2715 2719 os.chdir(pdir)
2716 2720 for ff in os.listdir(pdir):
2717 2721 base, ext = os.path.splitext(ff)
2718 2722 if isexec(ff) and base.lower() not in self.shell.no_alias:
2719 2723 if ext.lower() == '.exe':
2720 2724 ff = base
2721 2725 alias_table[base.lower().replace('.','')] = (0,ff)
2722 2726 syscmdlist.append(ff)
2723 2727 # Make sure the alias table doesn't contain keywords or builtins
2724 2728 self.shell.alias_table_validate()
2725 2729 # Call again init_auto_alias() so we get 'rm -i' and other
2726 2730 # modified aliases since %rehashx will probably clobber them
2727 2731
2728 2732 # no, we don't want them. if %rehashx clobbers them, good,
2729 2733 # we'll probably get better versions
2730 2734 # self.shell.init_auto_alias()
2731 2735 db = ip.db
2732 2736 db['syscmdlist'] = syscmdlist
2733 2737 finally:
2734 2738 os.chdir(savedir)
2735 2739
2736 2740 def magic_pwd(self, parameter_s = ''):
2737 2741 """Return the current working directory path."""
2738 2742 return os.getcwd()
2739 2743
2740 2744 def magic_cd(self, parameter_s=''):
2741 2745 """Change the current working directory.
2742 2746
2743 2747 This command automatically maintains an internal list of directories
2744 2748 you visit during your IPython session, in the variable _dh. The
2745 2749 command %dhist shows this history nicely formatted. You can also
2746 2750 do 'cd -<tab>' to see directory history conveniently.
2747 2751
2748 2752 Usage:
2749 2753
2750 2754 cd 'dir': changes to directory 'dir'.
2751 2755
2752 2756 cd -: changes to the last visited directory.
2753 2757
2754 2758 cd -<n>: changes to the n-th directory in the directory history.
2755 2759
2756 2760 cd --foo: change to directory that matches 'foo' in history
2757 2761
2758 2762 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2759 2763 (note: cd <bookmark_name> is enough if there is no
2760 2764 directory <bookmark_name>, but a bookmark with the name exists.)
2761 2765 'cd -b <tab>' allows you to tab-complete bookmark names.
2762 2766
2763 2767 Options:
2764 2768
2765 2769 -q: quiet. Do not print the working directory after the cd command is
2766 2770 executed. By default IPython's cd command does print this directory,
2767 2771 since the default prompts do not display path information.
2768 2772
2769 2773 Note that !cd doesn't work for this purpose because the shell where
2770 2774 !command runs is immediately discarded after executing 'command'."""
2771 2775
2772 2776 parameter_s = parameter_s.strip()
2773 2777 #bkms = self.shell.persist.get("bookmarks",{})
2774 2778
2775 2779 oldcwd = os.getcwd()
2776 2780 numcd = re.match(r'(-)(\d+)$',parameter_s)
2777 2781 # jump in directory history by number
2778 2782 if numcd:
2779 2783 nn = int(numcd.group(2))
2780 2784 try:
2781 2785 ps = self.shell.user_ns['_dh'][nn]
2782 2786 except IndexError:
2783 2787 print 'The requested directory does not exist in history.'
2784 2788 return
2785 2789 else:
2786 2790 opts = {}
2787 2791 elif parameter_s.startswith('--'):
2788 2792 ps = None
2789 2793 fallback = None
2790 2794 pat = parameter_s[2:]
2791 2795 dh = self.shell.user_ns['_dh']
2792 2796 # first search only by basename (last component)
2793 2797 for ent in reversed(dh):
2794 2798 if pat in os.path.basename(ent) and os.path.isdir(ent):
2795 2799 ps = ent
2796 2800 break
2797 2801
2798 2802 if fallback is None and pat in ent and os.path.isdir(ent):
2799 2803 fallback = ent
2800 2804
2801 2805 # if we have no last part match, pick the first full path match
2802 2806 if ps is None:
2803 2807 ps = fallback
2804 2808
2805 2809 if ps is None:
2806 2810 print "No matching entry in directory history"
2807 2811 return
2808 2812 else:
2809 2813 opts = {}
2810 2814
2811 2815
2812 2816 else:
2813 2817 #turn all non-space-escaping backslashes to slashes,
2814 2818 # for c:\windows\directory\names\
2815 2819 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2816 2820 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2817 2821 # jump to previous
2818 2822 if ps == '-':
2819 2823 try:
2820 2824 ps = self.shell.user_ns['_dh'][-2]
2821 2825 except IndexError:
2822 2826 raise UsageError('%cd -: No previous directory to change to.')
2823 2827 # jump to bookmark if needed
2824 2828 else:
2825 2829 if not os.path.isdir(ps) or opts.has_key('b'):
2826 2830 bkms = self.db.get('bookmarks', {})
2827 2831
2828 2832 if bkms.has_key(ps):
2829 2833 target = bkms[ps]
2830 2834 print '(bookmark:%s) -> %s' % (ps,target)
2831 2835 ps = target
2832 2836 else:
2833 2837 if opts.has_key('b'):
2834 2838 raise UsageError("Bookmark '%s' not found. "
2835 2839 "Use '%%bookmark -l' to see your bookmarks." % ps)
2836 2840
2837 2841 # at this point ps should point to the target dir
2838 2842 if ps:
2839 2843 try:
2840 2844 os.chdir(os.path.expanduser(ps))
2841 2845 if self.shell.rc.term_title:
2842 2846 #print 'set term title:',self.shell.rc.term_title # dbg
2843 2847 platutils.set_term_title('IPy ' + abbrev_cwd())
2844 2848 except OSError:
2845 2849 print sys.exc_info()[1]
2846 2850 else:
2847 2851 cwd = os.getcwd()
2848 2852 dhist = self.shell.user_ns['_dh']
2849 2853 if oldcwd != cwd:
2850 2854 dhist.append(cwd)
2851 2855 self.db['dhist'] = compress_dhist(dhist)[-100:]
2852 2856
2853 2857 else:
2854 2858 os.chdir(self.shell.home_dir)
2855 2859 if self.shell.rc.term_title:
2856 2860 platutils.set_term_title("IPy ~")
2857 2861 cwd = os.getcwd()
2858 2862 dhist = self.shell.user_ns['_dh']
2859 2863
2860 2864 if oldcwd != cwd:
2861 2865 dhist.append(cwd)
2862 2866 self.db['dhist'] = compress_dhist(dhist)[-100:]
2863 2867 if not 'q' in opts and self.shell.user_ns['_dh']:
2864 2868 print self.shell.user_ns['_dh'][-1]
2865 2869
2866 2870
2867 2871 def magic_env(self, parameter_s=''):
2868 2872 """List environment variables."""
2869 2873
2870 2874 return os.environ.data
2871 2875
2872 2876 def magic_pushd(self, parameter_s=''):
2873 2877 """Place the current dir on stack and change directory.
2874 2878
2875 2879 Usage:\\
2876 2880 %pushd ['dirname']
2877 2881 """
2878 2882
2879 2883 dir_s = self.shell.dir_stack
2880 2884 tgt = os.path.expanduser(parameter_s)
2881 2885 cwd = os.getcwd().replace(self.home_dir,'~')
2882 2886 if tgt:
2883 2887 self.magic_cd(parameter_s)
2884 2888 dir_s.insert(0,cwd)
2885 2889 return self.magic_dirs()
2886 2890
2887 2891 def magic_popd(self, parameter_s=''):
2888 2892 """Change to directory popped off the top of the stack.
2889 2893 """
2890 2894 if not self.shell.dir_stack:
2891 2895 raise UsageError("%popd on empty stack")
2892 2896 top = self.shell.dir_stack.pop(0)
2893 2897 self.magic_cd(top)
2894 2898 print "popd ->",top
2895 2899
2896 2900 def magic_dirs(self, parameter_s=''):
2897 2901 """Return the current directory stack."""
2898 2902
2899 2903 return self.shell.dir_stack
2900 2904
2901 2905 def magic_dhist(self, parameter_s=''):
2902 2906 """Print your history of visited directories.
2903 2907
2904 2908 %dhist -> print full history\\
2905 2909 %dhist n -> print last n entries only\\
2906 2910 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2907 2911
2908 2912 This history is automatically maintained by the %cd command, and
2909 2913 always available as the global list variable _dh. You can use %cd -<n>
2910 2914 to go to directory number <n>.
2911 2915
2912 2916 Note that most of time, you should view directory history by entering
2913 2917 cd -<TAB>.
2914 2918
2915 2919 """
2916 2920
2917 2921 dh = self.shell.user_ns['_dh']
2918 2922 if parameter_s:
2919 2923 try:
2920 2924 args = map(int,parameter_s.split())
2921 2925 except:
2922 2926 self.arg_err(Magic.magic_dhist)
2923 2927 return
2924 2928 if len(args) == 1:
2925 2929 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2926 2930 elif len(args) == 2:
2927 2931 ini,fin = args
2928 2932 else:
2929 2933 self.arg_err(Magic.magic_dhist)
2930 2934 return
2931 2935 else:
2932 2936 ini,fin = 0,len(dh)
2933 2937 nlprint(dh,
2934 2938 header = 'Directory history (kept in _dh)',
2935 2939 start=ini,stop=fin)
2936 2940
2937 2941 @testdec.skip_doctest
2938 2942 def magic_sc(self, parameter_s=''):
2939 2943 """Shell capture - execute a shell command and capture its output.
2940 2944
2941 2945 DEPRECATED. Suboptimal, retained for backwards compatibility.
2942 2946
2943 2947 You should use the form 'var = !command' instead. Example:
2944 2948
2945 2949 "%sc -l myfiles = ls ~" should now be written as
2946 2950
2947 2951 "myfiles = !ls ~"
2948 2952
2949 2953 myfiles.s, myfiles.l and myfiles.n still apply as documented
2950 2954 below.
2951 2955
2952 2956 --
2953 2957 %sc [options] varname=command
2954 2958
2955 2959 IPython will run the given command using commands.getoutput(), and
2956 2960 will then update the user's interactive namespace with a variable
2957 2961 called varname, containing the value of the call. Your command can
2958 2962 contain shell wildcards, pipes, etc.
2959 2963
2960 2964 The '=' sign in the syntax is mandatory, and the variable name you
2961 2965 supply must follow Python's standard conventions for valid names.
2962 2966
2963 2967 (A special format without variable name exists for internal use)
2964 2968
2965 2969 Options:
2966 2970
2967 2971 -l: list output. Split the output on newlines into a list before
2968 2972 assigning it to the given variable. By default the output is stored
2969 2973 as a single string.
2970 2974
2971 2975 -v: verbose. Print the contents of the variable.
2972 2976
2973 2977 In most cases you should not need to split as a list, because the
2974 2978 returned value is a special type of string which can automatically
2975 2979 provide its contents either as a list (split on newlines) or as a
2976 2980 space-separated string. These are convenient, respectively, either
2977 2981 for sequential processing or to be passed to a shell command.
2978 2982
2979 2983 For example:
2980 2984
2981 2985 # all-random
2982 2986
2983 2987 # Capture into variable a
2984 2988 In [1]: sc a=ls *py
2985 2989
2986 2990 # a is a string with embedded newlines
2987 2991 In [2]: a
2988 2992 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2989 2993
2990 2994 # which can be seen as a list:
2991 2995 In [3]: a.l
2992 2996 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2993 2997
2994 2998 # or as a whitespace-separated string:
2995 2999 In [4]: a.s
2996 3000 Out[4]: 'setup.py win32_manual_post_install.py'
2997 3001
2998 3002 # a.s is useful to pass as a single command line:
2999 3003 In [5]: !wc -l $a.s
3000 3004 146 setup.py
3001 3005 130 win32_manual_post_install.py
3002 3006 276 total
3003 3007
3004 3008 # while the list form is useful to loop over:
3005 3009 In [6]: for f in a.l:
3006 3010 ...: !wc -l $f
3007 3011 ...:
3008 3012 146 setup.py
3009 3013 130 win32_manual_post_install.py
3010 3014
3011 3015 Similiarly, the lists returned by the -l option are also special, in
3012 3016 the sense that you can equally invoke the .s attribute on them to
3013 3017 automatically get a whitespace-separated string from their contents:
3014 3018
3015 3019 In [7]: sc -l b=ls *py
3016 3020
3017 3021 In [8]: b
3018 3022 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3019 3023
3020 3024 In [9]: b.s
3021 3025 Out[9]: 'setup.py win32_manual_post_install.py'
3022 3026
3023 3027 In summary, both the lists and strings used for ouptut capture have
3024 3028 the following special attributes:
3025 3029
3026 3030 .l (or .list) : value as list.
3027 3031 .n (or .nlstr): value as newline-separated string.
3028 3032 .s (or .spstr): value as space-separated string.
3029 3033 """
3030 3034
3031 3035 opts,args = self.parse_options(parameter_s,'lv')
3032 3036 # Try to get a variable name and command to run
3033 3037 try:
3034 3038 # the variable name must be obtained from the parse_options
3035 3039 # output, which uses shlex.split to strip options out.
3036 3040 var,_ = args.split('=',1)
3037 3041 var = var.strip()
3038 3042 # But the the command has to be extracted from the original input
3039 3043 # parameter_s, not on what parse_options returns, to avoid the
3040 3044 # quote stripping which shlex.split performs on it.
3041 3045 _,cmd = parameter_s.split('=',1)
3042 3046 except ValueError:
3043 3047 var,cmd = '',''
3044 3048 # If all looks ok, proceed
3045 3049 out,err = self.shell.getoutputerror(cmd)
3046 3050 if err:
3047 3051 print >> Term.cerr,err
3048 3052 if opts.has_key('l'):
3049 3053 out = SList(out.split('\n'))
3050 3054 else:
3051 3055 out = LSString(out)
3052 3056 if opts.has_key('v'):
3053 3057 print '%s ==\n%s' % (var,pformat(out))
3054 3058 if var:
3055 3059 self.shell.user_ns.update({var:out})
3056 3060 else:
3057 3061 return out
3058 3062
3059 3063 def magic_sx(self, parameter_s=''):
3060 3064 """Shell execute - run a shell command and capture its output.
3061 3065
3062 3066 %sx command
3063 3067
3064 3068 IPython will run the given command using commands.getoutput(), and
3065 3069 return the result formatted as a list (split on '\\n'). Since the
3066 3070 output is _returned_, it will be stored in ipython's regular output
3067 3071 cache Out[N] and in the '_N' automatic variables.
3068 3072
3069 3073 Notes:
3070 3074
3071 3075 1) If an input line begins with '!!', then %sx is automatically
3072 3076 invoked. That is, while:
3073 3077 !ls
3074 3078 causes ipython to simply issue system('ls'), typing
3075 3079 !!ls
3076 3080 is a shorthand equivalent to:
3077 3081 %sx ls
3078 3082
3079 3083 2) %sx differs from %sc in that %sx automatically splits into a list,
3080 3084 like '%sc -l'. The reason for this is to make it as easy as possible
3081 3085 to process line-oriented shell output via further python commands.
3082 3086 %sc is meant to provide much finer control, but requires more
3083 3087 typing.
3084 3088
3085 3089 3) Just like %sc -l, this is a list with special attributes:
3086 3090
3087 3091 .l (or .list) : value as list.
3088 3092 .n (or .nlstr): value as newline-separated string.
3089 3093 .s (or .spstr): value as whitespace-separated string.
3090 3094
3091 3095 This is very useful when trying to use such lists as arguments to
3092 3096 system commands."""
3093 3097
3094 3098 if parameter_s:
3095 3099 out,err = self.shell.getoutputerror(parameter_s)
3096 3100 if err:
3097 3101 print >> Term.cerr,err
3098 3102 return SList(out.split('\n'))
3099 3103
3100 3104 def magic_bg(self, parameter_s=''):
3101 3105 """Run a job in the background, in a separate thread.
3102 3106
3103 3107 For example,
3104 3108
3105 3109 %bg myfunc(x,y,z=1)
3106 3110
3107 3111 will execute 'myfunc(x,y,z=1)' in a background thread. As soon as the
3108 3112 execution starts, a message will be printed indicating the job
3109 3113 number. If your job number is 5, you can use
3110 3114
3111 3115 myvar = jobs.result(5) or myvar = jobs[5].result
3112 3116
3113 3117 to assign this result to variable 'myvar'.
3114 3118
3115 3119 IPython has a job manager, accessible via the 'jobs' object. You can
3116 3120 type jobs? to get more information about it, and use jobs.<TAB> to see
3117 3121 its attributes. All attributes not starting with an underscore are
3118 3122 meant for public use.
3119 3123
3120 3124 In particular, look at the jobs.new() method, which is used to create
3121 3125 new jobs. This magic %bg function is just a convenience wrapper
3122 3126 around jobs.new(), for expression-based jobs. If you want to create a
3123 3127 new job with an explicit function object and arguments, you must call
3124 3128 jobs.new() directly.
3125 3129
3126 3130 The jobs.new docstring also describes in detail several important
3127 3131 caveats associated with a thread-based model for background job
3128 3132 execution. Type jobs.new? for details.
3129 3133
3130 3134 You can check the status of all jobs with jobs.status().
3131 3135
3132 3136 The jobs variable is set by IPython into the Python builtin namespace.
3133 3137 If you ever declare a variable named 'jobs', you will shadow this
3134 3138 name. You can either delete your global jobs variable to regain
3135 3139 access to the job manager, or make a new name and assign it manually
3136 3140 to the manager (stored in IPython's namespace). For example, to
3137 3141 assign the job manager to the Jobs name, use:
3138 3142
3139 3143 Jobs = __builtins__.jobs"""
3140 3144
3141 3145 self.shell.jobs.new(parameter_s,self.shell.user_ns)
3142 3146
3143 3147 def magic_r(self, parameter_s=''):
3144 3148 """Repeat previous input.
3145 3149
3146 3150 Note: Consider using the more powerfull %rep instead!
3147 3151
3148 3152 If given an argument, repeats the previous command which starts with
3149 3153 the same string, otherwise it just repeats the previous input.
3150 3154
3151 3155 Shell escaped commands (with ! as first character) are not recognized
3152 3156 by this system, only pure python code and magic commands.
3153 3157 """
3154 3158
3155 3159 start = parameter_s.strip()
3156 3160 esc_magic = self.shell.ESC_MAGIC
3157 3161 # Identify magic commands even if automagic is on (which means
3158 3162 # the in-memory version is different from that typed by the user).
3159 3163 if self.shell.rc.automagic:
3160 3164 start_magic = esc_magic+start
3161 3165 else:
3162 3166 start_magic = start
3163 3167 # Look through the input history in reverse
3164 3168 for n in range(len(self.shell.input_hist)-2,0,-1):
3165 3169 input = self.shell.input_hist[n]
3166 3170 # skip plain 'r' lines so we don't recurse to infinity
3167 3171 if input != '_ip.magic("r")\n' and \
3168 3172 (input.startswith(start) or input.startswith(start_magic)):
3169 3173 #print 'match',`input` # dbg
3170 3174 print 'Executing:',input,
3171 3175 self.shell.runlines(input)
3172 3176 return
3173 3177 print 'No previous input matching `%s` found.' % start
3174 3178
3175 3179
3176 3180 def magic_bookmark(self, parameter_s=''):
3177 3181 """Manage IPython's bookmark system.
3178 3182
3179 3183 %bookmark <name> - set bookmark to current dir
3180 3184 %bookmark <name> <dir> - set bookmark to <dir>
3181 3185 %bookmark -l - list all bookmarks
3182 3186 %bookmark -d <name> - remove bookmark
3183 3187 %bookmark -r - remove all bookmarks
3184 3188
3185 3189 You can later on access a bookmarked folder with:
3186 3190 %cd -b <name>
3187 3191 or simply '%cd <name>' if there is no directory called <name> AND
3188 3192 there is such a bookmark defined.
3189 3193
3190 3194 Your bookmarks persist through IPython sessions, but they are
3191 3195 associated with each profile."""
3192 3196
3193 3197 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3194 3198 if len(args) > 2:
3195 3199 raise UsageError("%bookmark: too many arguments")
3196 3200
3197 3201 bkms = self.db.get('bookmarks',{})
3198 3202
3199 3203 if opts.has_key('d'):
3200 3204 try:
3201 3205 todel = args[0]
3202 3206 except IndexError:
3203 3207 raise UsageError(
3204 3208 "%bookmark -d: must provide a bookmark to delete")
3205 3209 else:
3206 3210 try:
3207 3211 del bkms[todel]
3208 3212 except KeyError:
3209 3213 raise UsageError(
3210 3214 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3211 3215
3212 3216 elif opts.has_key('r'):
3213 3217 bkms = {}
3214 3218 elif opts.has_key('l'):
3215 3219 bks = bkms.keys()
3216 3220 bks.sort()
3217 3221 if bks:
3218 3222 size = max(map(len,bks))
3219 3223 else:
3220 3224 size = 0
3221 3225 fmt = '%-'+str(size)+'s -> %s'
3222 3226 print 'Current bookmarks:'
3223 3227 for bk in bks:
3224 3228 print fmt % (bk,bkms[bk])
3225 3229 else:
3226 3230 if not args:
3227 3231 raise UsageError("%bookmark: You must specify the bookmark name")
3228 3232 elif len(args)==1:
3229 3233 bkms[args[0]] = os.getcwd()
3230 3234 elif len(args)==2:
3231 3235 bkms[args[0]] = args[1]
3232 3236 self.db['bookmarks'] = bkms
3233 3237
3234 3238 def magic_pycat(self, parameter_s=''):
3235 3239 """Show a syntax-highlighted file through a pager.
3236 3240
3237 3241 This magic is similar to the cat utility, but it will assume the file
3238 3242 to be Python source and will show it with syntax highlighting. """
3239 3243
3240 3244 try:
3241 3245 filename = get_py_filename(parameter_s)
3242 3246 cont = file_read(filename)
3243 3247 except IOError:
3244 3248 try:
3245 3249 cont = eval(parameter_s,self.user_ns)
3246 3250 except NameError:
3247 3251 cont = None
3248 3252 if cont is None:
3249 3253 print "Error: no such file or variable"
3250 3254 return
3251 3255
3252 3256 page(self.shell.pycolorize(cont),
3253 3257 screen_lines=self.shell.rc.screen_length)
3254 3258
3255 3259 def magic_cpaste(self, parameter_s=''):
3256 3260 """Allows you to paste & execute a pre-formatted code block from clipboard.
3257 3261
3258 3262 You must terminate the block with '--' (two minus-signs) alone on the
3259 3263 line. You can also provide your own sentinel with '%paste -s %%' ('%%'
3260 3264 is the new sentinel for this operation)
3261 3265
3262 3266 The block is dedented prior to execution to enable execution of method
3263 3267 definitions. '>' and '+' characters at the beginning of a line are
3264 3268 ignored, to allow pasting directly from e-mails, diff files and
3265 3269 doctests (the '...' continuation prompt is also stripped). The
3266 3270 executed block is also assigned to variable named 'pasted_block' for
3267 3271 later editing with '%edit pasted_block'.
3268 3272
3269 3273 You can also pass a variable name as an argument, e.g. '%cpaste foo'.
3270 3274 This assigns the pasted block to variable 'foo' as string, without
3271 3275 dedenting or executing it (preceding >>> and + is still stripped)
3272 3276
3273 3277 '%cpaste -r' re-executes the block previously entered by cpaste.
3274 3278
3275 3279 Do not be alarmed by garbled output on Windows (it's a readline bug).
3276 3280 Just press enter and type -- (and press enter again) and the block
3277 3281 will be what was just pasted.
3278 3282
3279 3283 IPython statements (magics, shell escapes) are not supported (yet).
3280 3284 """
3281 3285 opts,args = self.parse_options(parameter_s,'rs:',mode='string')
3282 3286 par = args.strip()
3283 3287 if opts.has_key('r'):
3284 3288 b = self.user_ns.get('pasted_block', None)
3285 3289 if b is None:
3286 3290 raise UsageError('No previous pasted block available')
3287 3291 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3288 3292 exec b in self.user_ns
3289 3293 return
3290 3294
3291 3295 sentinel = opts.get('s','--')
3292 3296
3293 3297 # Regular expressions that declare text we strip from the input:
3294 3298 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3295 3299 r'^\s*(\s?>)+', # Python input prompt
3296 3300 r'^\s*\.{3,}', # Continuation prompts
3297 3301 r'^\++',
3298 3302 ]
3299 3303
3300 3304 strip_from_start = map(re.compile,strip_re)
3301 3305
3302 3306 from IPython import iplib
3303 3307 lines = []
3304 3308 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3305 3309 while 1:
3306 3310 l = iplib.raw_input_original(':')
3307 3311 if l ==sentinel:
3308 3312 break
3309 3313
3310 3314 for pat in strip_from_start:
3311 3315 l = pat.sub('',l)
3312 3316 lines.append(l)
3313 3317
3314 3318 block = "\n".join(lines) + '\n'
3315 3319 #print "block:\n",block
3316 3320 if not par:
3317 3321 b = textwrap.dedent(block)
3318 3322 self.user_ns['pasted_block'] = b
3319 3323 exec b in self.user_ns
3320 3324 else:
3321 3325 self.user_ns[par] = SList(block.splitlines())
3322 3326 print "Block assigned to '%s'" % par
3323 3327
3324 3328 def magic_quickref(self,arg):
3325 3329 """ Show a quick reference sheet """
3326 3330 import IPython.usage
3327 3331 qr = IPython.usage.quick_reference + self.magic_magic('-brief')
3328 3332
3329 3333 page(qr)
3330 3334
3331 3335 def magic_upgrade(self,arg):
3332 3336 """ Upgrade your IPython installation
3333 3337
3334 3338 This will copy the config files that don't yet exist in your
3335 3339 ipython dir from the system config dir. Use this after upgrading
3336 3340 IPython if you don't wish to delete your .ipython dir.
3337 3341
3338 3342 Call with -nolegacy to get rid of ipythonrc* files (recommended for
3339 3343 new users)
3340 3344
3341 3345 """
3342 3346 ip = self.getapi()
3343 3347 ipinstallation = path(IPython.__file__).dirname()
3344 3348 upgrade_script = '%s "%s"' % (sys.executable,ipinstallation / 'upgrade_dir.py')
3345 3349 src_config = ipinstallation / 'UserConfig'
3346 3350 userdir = path(ip.options.ipythondir)
3347 3351 cmd = '%s "%s" "%s"' % (upgrade_script, src_config, userdir)
3348 3352 print ">",cmd
3349 3353 shell(cmd)
3350 3354 if arg == '-nolegacy':
3351 3355 legacy = userdir.files('ipythonrc*')
3352 3356 print "Nuking legacy files:",legacy
3353 3357
3354 3358 [p.remove() for p in legacy]
3355 3359 suffix = (sys.platform == 'win32' and '.ini' or '')
3356 3360 (userdir / ('ipythonrc' + suffix)).write_text('# Empty, see ipy_user_conf.py\n')
3357 3361
3358 3362
3359 3363 def magic_doctest_mode(self,parameter_s=''):
3360 3364 """Toggle doctest mode on and off.
3361 3365
3362 3366 This mode allows you to toggle the prompt behavior between normal
3363 3367 IPython prompts and ones that are as similar to the default IPython
3364 3368 interpreter as possible.
3365 3369
3366 3370 It also supports the pasting of code snippets that have leading '>>>'
3367 3371 and '...' prompts in them. This means that you can paste doctests from
3368 3372 files or docstrings (even if they have leading whitespace), and the
3369 3373 code will execute correctly. You can then use '%history -tn' to see
3370 3374 the translated history without line numbers; this will give you the
3371 3375 input after removal of all the leading prompts and whitespace, which
3372 3376 can be pasted back into an editor.
3373 3377
3374 3378 With these features, you can switch into this mode easily whenever you
3375 3379 need to do testing and changes to doctests, without having to leave
3376 3380 your existing IPython session.
3377 3381 """
3378 3382
3379 3383 # XXX - Fix this to have cleaner activate/deactivate calls.
3380 3384 from IPython.Extensions import InterpreterPasteInput as ipaste
3381 3385 from IPython.ipstruct import Struct
3382 3386
3383 3387 # Shorthands
3384 3388 shell = self.shell
3385 3389 oc = shell.outputcache
3386 3390 rc = shell.rc
3387 3391 meta = shell.meta
3388 3392 # dstore is a data store kept in the instance metadata bag to track any
3389 3393 # changes we make, so we can undo them later.
3390 3394 dstore = meta.setdefault('doctest_mode',Struct())
3391 3395 save_dstore = dstore.setdefault
3392 3396
3393 3397 # save a few values we'll need to recover later
3394 3398 mode = save_dstore('mode',False)
3395 3399 save_dstore('rc_pprint',rc.pprint)
3396 3400 save_dstore('xmode',shell.InteractiveTB.mode)
3397 3401 save_dstore('rc_separate_out',rc.separate_out)
3398 3402 save_dstore('rc_separate_out2',rc.separate_out2)
3399 3403 save_dstore('rc_prompts_pad_left',rc.prompts_pad_left)
3400 3404 save_dstore('rc_separate_in',rc.separate_in)
3401 3405
3402 3406 if mode == False:
3403 3407 # turn on
3404 3408 ipaste.activate_prefilter()
3405 3409
3406 3410 oc.prompt1.p_template = '>>> '
3407 3411 oc.prompt2.p_template = '... '
3408 3412 oc.prompt_out.p_template = ''
3409 3413
3410 3414 # Prompt separators like plain python
3411 3415 oc.input_sep = oc.prompt1.sep = ''
3412 3416 oc.output_sep = ''
3413 3417 oc.output_sep2 = ''
3414 3418
3415 3419 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3416 3420 oc.prompt_out.pad_left = False
3417 3421
3418 3422 rc.pprint = False
3419 3423
3420 3424 shell.magic_xmode('Plain')
3421 3425
3422 3426 else:
3423 3427 # turn off
3424 3428 ipaste.deactivate_prefilter()
3425 3429
3426 3430 oc.prompt1.p_template = rc.prompt_in1
3427 3431 oc.prompt2.p_template = rc.prompt_in2
3428 3432 oc.prompt_out.p_template = rc.prompt_out
3429 3433
3430 3434 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3431 3435
3432 3436 oc.output_sep = dstore.rc_separate_out
3433 3437 oc.output_sep2 = dstore.rc_separate_out2
3434 3438
3435 3439 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3436 3440 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3437 3441
3438 3442 rc.pprint = dstore.rc_pprint
3439 3443
3440 3444 shell.magic_xmode(dstore.xmode)
3441 3445
3442 3446 # Store new mode and inform
3443 3447 dstore.mode = bool(1-int(mode))
3444 3448 print 'Doctest mode is:',
3445 3449 print ['OFF','ON'][dstore.mode]
3446 3450
3447 3451 # end Magic
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