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1 1 # encoding: utf-8
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4
5 5 #-----------------------------------------------------------------------------
6 6 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
7 7 # Copyright (C) 2001-2007 Fernando Perez <fperez@colorado.edu>
8 8 # Copyright (C) 2008-2009 The IPython Development Team
9 9
10 10 # Distributed under the terms of the BSD License. The full license is in
11 11 # the file COPYING, distributed as part of this software.
12 12 #-----------------------------------------------------------------------------
13 13
14 14 #-----------------------------------------------------------------------------
15 15 # Imports
16 16 #-----------------------------------------------------------------------------
17 17
18 18 import __builtin__ as builtin_mod
19 19 import __future__
20 20 import bdb
21 21 import inspect
22 22 import os
23 23 import sys
24 24 import shutil
25 25 import re
26 26 import time
27 27 import textwrap
28 28 from StringIO import StringIO
29 29 from getopt import getopt,GetoptError
30 30 from pprint import pformat
31 31 from xmlrpclib import ServerProxy
32 32
33 33 # cProfile was added in Python2.5
34 34 try:
35 35 import cProfile as profile
36 36 import pstats
37 37 except ImportError:
38 38 # profile isn't bundled by default in Debian for license reasons
39 39 try:
40 40 import profile,pstats
41 41 except ImportError:
42 42 profile = pstats = None
43 43
44 44 import IPython
45 45 from IPython.core import debugger, oinspect
46 46 from IPython.core.error import TryNext
47 47 from IPython.core.error import UsageError
48 48 from IPython.core.fakemodule import FakeModule
49 49 from IPython.core.profiledir import ProfileDir
50 50 from IPython.core.macro import Macro
51 51 from IPython.core import magic_arguments, page
52 52 from IPython.core.prefilter import ESC_MAGIC
53 53 from IPython.lib.pylabtools import mpl_runner
54 54 from IPython.testing.skipdoctest import skip_doctest
55 55 from IPython.utils import py3compat
56 56 from IPython.utils.io import file_read, nlprint
57 57 from IPython.utils.path import get_py_filename, unquote_filename
58 58 from IPython.utils.process import arg_split, abbrev_cwd
59 59 from IPython.utils.terminal import set_term_title
60 60 from IPython.utils.text import LSString, SList, format_screen
61 61 from IPython.utils.timing import clock, clock2
62 62 from IPython.utils.warn import warn, error
63 63 from IPython.utils.ipstruct import Struct
64 64 from IPython.config.application import Application
65 65
66 66 #-----------------------------------------------------------------------------
67 67 # Utility functions
68 68 #-----------------------------------------------------------------------------
69 69
70 70 def on_off(tag):
71 71 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
72 72 return ['OFF','ON'][tag]
73 73
74 74 class Bunch: pass
75 75
76 76 def compress_dhist(dh):
77 77 head, tail = dh[:-10], dh[-10:]
78 78
79 79 newhead = []
80 80 done = set()
81 81 for h in head:
82 82 if h in done:
83 83 continue
84 84 newhead.append(h)
85 85 done.add(h)
86 86
87 87 return newhead + tail
88 88
89 89 def needs_local_scope(func):
90 90 """Decorator to mark magic functions which need to local scope to run."""
91 91 func.needs_local_scope = True
92 92 return func
93 93
94 94 # Used for exception handling in magic_edit
95 95 class MacroToEdit(ValueError): pass
96 96
97 97 #***************************************************************************
98 98 # Main class implementing Magic functionality
99 99
100 100 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
101 101 # on construction of the main InteractiveShell object. Something odd is going
102 102 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
103 103 # eventually this needs to be clarified.
104 104 # BG: This is because InteractiveShell inherits from this, but is itself a
105 105 # Configurable. This messes up the MRO in some way. The fix is that we need to
106 106 # make Magic a configurable that InteractiveShell does not subclass.
107 107
108 108 class Magic:
109 109 """Magic functions for InteractiveShell.
110 110
111 111 Shell functions which can be reached as %function_name. All magic
112 112 functions should accept a string, which they can parse for their own
113 113 needs. This can make some functions easier to type, eg `%cd ../`
114 114 vs. `%cd("../")`
115 115
116 116 ALL definitions MUST begin with the prefix magic_. The user won't need it
117 117 at the command line, but it is is needed in the definition. """
118 118
119 119 # class globals
120 120 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
121 121 'Automagic is ON, % prefix NOT needed for magic functions.']
122 122
123 123 #......................................................................
124 124 # some utility functions
125 125
126 126 def __init__(self,shell):
127 127
128 128 self.options_table = {}
129 129 if profile is None:
130 130 self.magic_prun = self.profile_missing_notice
131 131 self.shell = shell
132 132
133 133 # namespace for holding state we may need
134 134 self._magic_state = Bunch()
135 135
136 136 def profile_missing_notice(self, *args, **kwargs):
137 137 error("""\
138 138 The profile module could not be found. It has been removed from the standard
139 139 python packages because of its non-free license. To use profiling, install the
140 140 python-profiler package from non-free.""")
141 141
142 142 def default_option(self,fn,optstr):
143 143 """Make an entry in the options_table for fn, with value optstr"""
144 144
145 145 if fn not in self.lsmagic():
146 146 error("%s is not a magic function" % fn)
147 147 self.options_table[fn] = optstr
148 148
149 149 def lsmagic(self):
150 150 """Return a list of currently available magic functions.
151 151
152 152 Gives a list of the bare names after mangling (['ls','cd', ...], not
153 153 ['magic_ls','magic_cd',...]"""
154 154
155 155 # FIXME. This needs a cleanup, in the way the magics list is built.
156 156
157 157 # magics in class definition
158 158 class_magic = lambda fn: fn.startswith('magic_') and \
159 159 callable(Magic.__dict__[fn])
160 160 # in instance namespace (run-time user additions)
161 161 inst_magic = lambda fn: fn.startswith('magic_') and \
162 162 callable(self.__dict__[fn])
163 163 # and bound magics by user (so they can access self):
164 164 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
165 165 callable(self.__class__.__dict__[fn])
166 166 magics = filter(class_magic,Magic.__dict__.keys()) + \
167 167 filter(inst_magic,self.__dict__.keys()) + \
168 168 filter(inst_bound_magic,self.__class__.__dict__.keys())
169 169 out = []
170 170 for fn in set(magics):
171 171 out.append(fn.replace('magic_','',1))
172 172 out.sort()
173 173 return out
174 174
175 175 def extract_input_lines(self, range_str, raw=False):
176 176 """Return as a string a set of input history slices.
177 177
178 178 Inputs:
179 179
180 180 - range_str: the set of slices is given as a string, like
181 181 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
182 182 which get their arguments as strings. The number before the / is the
183 183 session number: ~n goes n back from the current session.
184 184
185 185 Optional inputs:
186 186
187 187 - raw(False): by default, the processed input is used. If this is
188 188 true, the raw input history is used instead.
189 189
190 190 Note that slices can be called with two notations:
191 191
192 192 N:M -> standard python form, means including items N...(M-1).
193 193
194 194 N-M -> include items N..M (closed endpoint)."""
195 195 lines = self.shell.history_manager.\
196 196 get_range_by_str(range_str, raw=raw)
197 197 return "\n".join(x for _, _, x in lines)
198 198
199 199 def arg_err(self,func):
200 200 """Print docstring if incorrect arguments were passed"""
201 201 print 'Error in arguments:'
202 202 print oinspect.getdoc(func)
203 203
204 204 def format_latex(self,strng):
205 205 """Format a string for latex inclusion."""
206 206
207 207 # Characters that need to be escaped for latex:
208 208 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
209 209 # Magic command names as headers:
210 210 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
211 211 re.MULTILINE)
212 212 # Magic commands
213 213 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
214 214 re.MULTILINE)
215 215 # Paragraph continue
216 216 par_re = re.compile(r'\\$',re.MULTILINE)
217 217
218 218 # The "\n" symbol
219 219 newline_re = re.compile(r'\\n')
220 220
221 221 # Now build the string for output:
222 222 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
223 223 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
224 224 strng)
225 225 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
226 226 strng = par_re.sub(r'\\\\',strng)
227 227 strng = escape_re.sub(r'\\\1',strng)
228 228 strng = newline_re.sub(r'\\textbackslash{}n',strng)
229 229 return strng
230 230
231 231 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
232 232 """Parse options passed to an argument string.
233 233
234 234 The interface is similar to that of getopt(), but it returns back a
235 235 Struct with the options as keys and the stripped argument string still
236 236 as a string.
237 237
238 238 arg_str is quoted as a true sys.argv vector by using shlex.split.
239 239 This allows us to easily expand variables, glob files, quote
240 240 arguments, etc.
241 241
242 242 Options:
243 243 -mode: default 'string'. If given as 'list', the argument string is
244 244 returned as a list (split on whitespace) instead of a string.
245 245
246 246 -list_all: put all option values in lists. Normally only options
247 247 appearing more than once are put in a list.
248 248
249 249 -posix (True): whether to split the input line in POSIX mode or not,
250 250 as per the conventions outlined in the shlex module from the
251 251 standard library."""
252 252
253 253 # inject default options at the beginning of the input line
254 254 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
255 255 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
256 256
257 257 mode = kw.get('mode','string')
258 258 if mode not in ['string','list']:
259 259 raise ValueError,'incorrect mode given: %s' % mode
260 260 # Get options
261 261 list_all = kw.get('list_all',0)
262 262 posix = kw.get('posix', os.name == 'posix')
263 263
264 264 # Check if we have more than one argument to warrant extra processing:
265 265 odict = {} # Dictionary with options
266 266 args = arg_str.split()
267 267 if len(args) >= 1:
268 268 # If the list of inputs only has 0 or 1 thing in it, there's no
269 269 # need to look for options
270 270 argv = arg_split(arg_str,posix)
271 271 # Do regular option processing
272 272 try:
273 273 opts,args = getopt(argv,opt_str,*long_opts)
274 274 except GetoptError,e:
275 275 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
276 276 " ".join(long_opts)))
277 277 for o,a in opts:
278 278 if o.startswith('--'):
279 279 o = o[2:]
280 280 else:
281 281 o = o[1:]
282 282 try:
283 283 odict[o].append(a)
284 284 except AttributeError:
285 285 odict[o] = [odict[o],a]
286 286 except KeyError:
287 287 if list_all:
288 288 odict[o] = [a]
289 289 else:
290 290 odict[o] = a
291 291
292 292 # Prepare opts,args for return
293 293 opts = Struct(odict)
294 294 if mode == 'string':
295 295 args = ' '.join(args)
296 296
297 297 return opts,args
298 298
299 299 #......................................................................
300 300 # And now the actual magic functions
301 301
302 302 # Functions for IPython shell work (vars,funcs, config, etc)
303 303 def magic_lsmagic(self, parameter_s = ''):
304 304 """List currently available magic functions."""
305 305 mesc = ESC_MAGIC
306 306 print 'Available magic functions:\n'+mesc+\
307 307 (' '+mesc).join(self.lsmagic())
308 308 print '\n' + Magic.auto_status[self.shell.automagic]
309 309 return None
310 310
311 311 def magic_magic(self, parameter_s = ''):
312 312 """Print information about the magic function system.
313 313
314 314 Supported formats: -latex, -brief, -rest
315 315 """
316 316
317 317 mode = ''
318 318 try:
319 319 if parameter_s.split()[0] == '-latex':
320 320 mode = 'latex'
321 321 if parameter_s.split()[0] == '-brief':
322 322 mode = 'brief'
323 323 if parameter_s.split()[0] == '-rest':
324 324 mode = 'rest'
325 325 rest_docs = []
326 326 except:
327 327 pass
328 328
329 329 magic_docs = []
330 330 for fname in self.lsmagic():
331 331 mname = 'magic_' + fname
332 332 for space in (Magic,self,self.__class__):
333 333 try:
334 334 fn = space.__dict__[mname]
335 335 except KeyError:
336 336 pass
337 337 else:
338 338 break
339 339 if mode == 'brief':
340 340 # only first line
341 341 if fn.__doc__:
342 342 fndoc = fn.__doc__.split('\n',1)[0]
343 343 else:
344 344 fndoc = 'No documentation'
345 345 else:
346 346 if fn.__doc__:
347 347 fndoc = fn.__doc__.rstrip()
348 348 else:
349 349 fndoc = 'No documentation'
350 350
351 351
352 352 if mode == 'rest':
353 353 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
354 354 fname,fndoc))
355 355
356 356 else:
357 357 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
358 358 fname,fndoc))
359 359
360 360 magic_docs = ''.join(magic_docs)
361 361
362 362 if mode == 'rest':
363 363 return "".join(rest_docs)
364 364
365 365 if mode == 'latex':
366 366 print self.format_latex(magic_docs)
367 367 return
368 368 else:
369 369 magic_docs = format_screen(magic_docs)
370 370 if mode == 'brief':
371 371 return magic_docs
372 372
373 373 outmsg = """
374 374 IPython's 'magic' functions
375 375 ===========================
376 376
377 377 The magic function system provides a series of functions which allow you to
378 378 control the behavior of IPython itself, plus a lot of system-type
379 379 features. All these functions are prefixed with a % character, but parameters
380 380 are given without parentheses or quotes.
381 381
382 382 NOTE: If you have 'automagic' enabled (via the command line option or with the
383 383 %automagic function), you don't need to type in the % explicitly. By default,
384 384 IPython ships with automagic on, so you should only rarely need the % escape.
385 385
386 386 Example: typing '%cd mydir' (without the quotes) changes you working directory
387 387 to 'mydir', if it exists.
388 388
389 389 For a list of the available magic functions, use %lsmagic. For a description
390 390 of any of them, type %magic_name?, e.g. '%cd?'.
391 391
392 392 Currently the magic system has the following functions:\n"""
393 393
394 394 mesc = ESC_MAGIC
395 395 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
396 396 "\n\n%s%s\n\n%s" % (outmsg,
397 397 magic_docs,mesc,mesc,
398 398 (' '+mesc).join(self.lsmagic()),
399 399 Magic.auto_status[self.shell.automagic] ) )
400 400 page.page(outmsg)
401 401
402 402 def magic_automagic(self, parameter_s = ''):
403 403 """Make magic functions callable without having to type the initial %.
404 404
405 405 Without argumentsl toggles on/off (when off, you must call it as
406 406 %automagic, of course). With arguments it sets the value, and you can
407 407 use any of (case insensitive):
408 408
409 409 - on,1,True: to activate
410 410
411 411 - off,0,False: to deactivate.
412 412
413 413 Note that magic functions have lowest priority, so if there's a
414 414 variable whose name collides with that of a magic fn, automagic won't
415 415 work for that function (you get the variable instead). However, if you
416 416 delete the variable (del var), the previously shadowed magic function
417 417 becomes visible to automagic again."""
418 418
419 419 arg = parameter_s.lower()
420 420 if parameter_s in ('on','1','true'):
421 421 self.shell.automagic = True
422 422 elif parameter_s in ('off','0','false'):
423 423 self.shell.automagic = False
424 424 else:
425 425 self.shell.automagic = not self.shell.automagic
426 426 print '\n' + Magic.auto_status[self.shell.automagic]
427 427
428 428 @skip_doctest
429 429 def magic_autocall(self, parameter_s = ''):
430 430 """Make functions callable without having to type parentheses.
431 431
432 432 Usage:
433 433
434 434 %autocall [mode]
435 435
436 436 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
437 437 value is toggled on and off (remembering the previous state).
438 438
439 439 In more detail, these values mean:
440 440
441 441 0 -> fully disabled
442 442
443 443 1 -> active, but do not apply if there are no arguments on the line.
444 444
445 445 In this mode, you get:
446 446
447 447 In [1]: callable
448 448 Out[1]: <built-in function callable>
449 449
450 450 In [2]: callable 'hello'
451 451 ------> callable('hello')
452 452 Out[2]: False
453 453
454 454 2 -> Active always. Even if no arguments are present, the callable
455 455 object is called:
456 456
457 457 In [2]: float
458 458 ------> float()
459 459 Out[2]: 0.0
460 460
461 461 Note that even with autocall off, you can still use '/' at the start of
462 462 a line to treat the first argument on the command line as a function
463 463 and add parentheses to it:
464 464
465 465 In [8]: /str 43
466 466 ------> str(43)
467 467 Out[8]: '43'
468 468
469 469 # all-random (note for auto-testing)
470 470 """
471 471
472 472 if parameter_s:
473 473 arg = int(parameter_s)
474 474 else:
475 475 arg = 'toggle'
476 476
477 477 if not arg in (0,1,2,'toggle'):
478 478 error('Valid modes: (0->Off, 1->Smart, 2->Full')
479 479 return
480 480
481 481 if arg in (0,1,2):
482 482 self.shell.autocall = arg
483 483 else: # toggle
484 484 if self.shell.autocall:
485 485 self._magic_state.autocall_save = self.shell.autocall
486 486 self.shell.autocall = 0
487 487 else:
488 488 try:
489 489 self.shell.autocall = self._magic_state.autocall_save
490 490 except AttributeError:
491 491 self.shell.autocall = self._magic_state.autocall_save = 1
492 492
493 493 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
494 494
495 495
496 496 def magic_page(self, parameter_s=''):
497 497 """Pretty print the object and display it through a pager.
498 498
499 499 %page [options] OBJECT
500 500
501 501 If no object is given, use _ (last output).
502 502
503 503 Options:
504 504
505 505 -r: page str(object), don't pretty-print it."""
506 506
507 507 # After a function contributed by Olivier Aubert, slightly modified.
508 508
509 509 # Process options/args
510 510 opts,args = self.parse_options(parameter_s,'r')
511 511 raw = 'r' in opts
512 512
513 513 oname = args and args or '_'
514 514 info = self._ofind(oname)
515 515 if info['found']:
516 516 txt = (raw and str or pformat)( info['obj'] )
517 517 page.page(txt)
518 518 else:
519 519 print 'Object `%s` not found' % oname
520 520
521 521 def magic_profile(self, parameter_s=''):
522 522 """Print your currently active IPython profile."""
523 523 print self.shell.profile
524 524
525 525 def magic_pinfo(self, parameter_s='', namespaces=None):
526 526 """Provide detailed information about an object.
527 527
528 528 '%pinfo object' is just a synonym for object? or ?object."""
529 529
530 530 #print 'pinfo par: <%s>' % parameter_s # dbg
531 531
532 532
533 533 # detail_level: 0 -> obj? , 1 -> obj??
534 534 detail_level = 0
535 535 # We need to detect if we got called as 'pinfo pinfo foo', which can
536 536 # happen if the user types 'pinfo foo?' at the cmd line.
537 537 pinfo,qmark1,oname,qmark2 = \
538 538 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
539 539 if pinfo or qmark1 or qmark2:
540 540 detail_level = 1
541 541 if "*" in oname:
542 542 self.magic_psearch(oname)
543 543 else:
544 544 self.shell._inspect('pinfo', oname, detail_level=detail_level,
545 545 namespaces=namespaces)
546 546
547 547 def magic_pinfo2(self, parameter_s='', namespaces=None):
548 548 """Provide extra detailed information about an object.
549 549
550 550 '%pinfo2 object' is just a synonym for object?? or ??object."""
551 551 self.shell._inspect('pinfo', parameter_s, detail_level=1,
552 552 namespaces=namespaces)
553 553
554 554 @skip_doctest
555 555 def magic_pdef(self, parameter_s='', namespaces=None):
556 556 """Print the definition header for any callable object.
557 557
558 558 If the object is a class, print the constructor information.
559 559
560 560 Examples
561 561 --------
562 562 ::
563 563
564 564 In [3]: %pdef urllib.urlopen
565 565 urllib.urlopen(url, data=None, proxies=None)
566 566 """
567 567 self._inspect('pdef',parameter_s, namespaces)
568 568
569 569 def magic_pdoc(self, parameter_s='', namespaces=None):
570 570 """Print the docstring for an object.
571 571
572 572 If the given object is a class, it will print both the class and the
573 573 constructor docstrings."""
574 574 self._inspect('pdoc',parameter_s, namespaces)
575 575
576 576 def magic_psource(self, parameter_s='', namespaces=None):
577 577 """Print (or run through pager) the source code for an object."""
578 578 self._inspect('psource',parameter_s, namespaces)
579 579
580 580 def magic_pfile(self, parameter_s=''):
581 581 """Print (or run through pager) the file where an object is defined.
582 582
583 583 The file opens at the line where the object definition begins. IPython
584 584 will honor the environment variable PAGER if set, and otherwise will
585 585 do its best to print the file in a convenient form.
586 586
587 587 If the given argument is not an object currently defined, IPython will
588 588 try to interpret it as a filename (automatically adding a .py extension
589 589 if needed). You can thus use %pfile as a syntax highlighting code
590 590 viewer."""
591 591
592 592 # first interpret argument as an object name
593 593 out = self._inspect('pfile',parameter_s)
594 594 # if not, try the input as a filename
595 595 if out == 'not found':
596 596 try:
597 597 filename = get_py_filename(parameter_s)
598 598 except IOError,msg:
599 599 print msg
600 600 return
601 601 page.page(self.shell.inspector.format(file(filename).read()))
602 602
603 603 def magic_psearch(self, parameter_s=''):
604 604 """Search for object in namespaces by wildcard.
605 605
606 606 %psearch [options] PATTERN [OBJECT TYPE]
607 607
608 608 Note: ? can be used as a synonym for %psearch, at the beginning or at
609 609 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
610 610 rest of the command line must be unchanged (options come first), so
611 611 for example the following forms are equivalent
612 612
613 613 %psearch -i a* function
614 614 -i a* function?
615 615 ?-i a* function
616 616
617 617 Arguments:
618 618
619 619 PATTERN
620 620
621 621 where PATTERN is a string containing * as a wildcard similar to its
622 622 use in a shell. The pattern is matched in all namespaces on the
623 623 search path. By default objects starting with a single _ are not
624 624 matched, many IPython generated objects have a single
625 625 underscore. The default is case insensitive matching. Matching is
626 626 also done on the attributes of objects and not only on the objects
627 627 in a module.
628 628
629 629 [OBJECT TYPE]
630 630
631 631 Is the name of a python type from the types module. The name is
632 632 given in lowercase without the ending type, ex. StringType is
633 633 written string. By adding a type here only objects matching the
634 634 given type are matched. Using all here makes the pattern match all
635 635 types (this is the default).
636 636
637 637 Options:
638 638
639 639 -a: makes the pattern match even objects whose names start with a
640 640 single underscore. These names are normally ommitted from the
641 641 search.
642 642
643 643 -i/-c: make the pattern case insensitive/sensitive. If neither of
644 644 these options are given, the default is read from your configuration
645 645 file, with the option ``InteractiveShell.wildcards_case_sensitive``.
646 646 If this option is not specified in your configuration file, IPython's
647 647 internal default is to do a case sensitive search.
648 648
649 649 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
650 650 specifiy can be searched in any of the following namespaces:
651 651 'builtin', 'user', 'user_global','internal', 'alias', where
652 652 'builtin' and 'user' are the search defaults. Note that you should
653 653 not use quotes when specifying namespaces.
654 654
655 655 'Builtin' contains the python module builtin, 'user' contains all
656 656 user data, 'alias' only contain the shell aliases and no python
657 657 objects, 'internal' contains objects used by IPython. The
658 658 'user_global' namespace is only used by embedded IPython instances,
659 659 and it contains module-level globals. You can add namespaces to the
660 660 search with -s or exclude them with -e (these options can be given
661 661 more than once).
662 662
663 663 Examples:
664 664
665 665 %psearch a* -> objects beginning with an a
666 666 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
667 667 %psearch a* function -> all functions beginning with an a
668 668 %psearch re.e* -> objects beginning with an e in module re
669 669 %psearch r*.e* -> objects that start with e in modules starting in r
670 670 %psearch r*.* string -> all strings in modules beginning with r
671 671
672 672 Case sensitve search:
673 673
674 674 %psearch -c a* list all object beginning with lower case a
675 675
676 676 Show objects beginning with a single _:
677 677
678 678 %psearch -a _* list objects beginning with a single underscore"""
679 679 try:
680 680 parameter_s.encode('ascii')
681 681 except UnicodeEncodeError:
682 682 print 'Python identifiers can only contain ascii characters.'
683 683 return
684 684
685 685 # default namespaces to be searched
686 686 def_search = ['user','builtin']
687 687
688 688 # Process options/args
689 689 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
690 690 opt = opts.get
691 691 shell = self.shell
692 692 psearch = shell.inspector.psearch
693 693
694 694 # select case options
695 695 if opts.has_key('i'):
696 696 ignore_case = True
697 697 elif opts.has_key('c'):
698 698 ignore_case = False
699 699 else:
700 700 ignore_case = not shell.wildcards_case_sensitive
701 701
702 702 # Build list of namespaces to search from user options
703 703 def_search.extend(opt('s',[]))
704 704 ns_exclude = ns_exclude=opt('e',[])
705 705 ns_search = [nm for nm in def_search if nm not in ns_exclude]
706 706
707 707 # Call the actual search
708 708 try:
709 709 psearch(args,shell.ns_table,ns_search,
710 710 show_all=opt('a'),ignore_case=ignore_case)
711 711 except:
712 712 shell.showtraceback()
713 713
714 714 @skip_doctest
715 715 def magic_who_ls(self, parameter_s=''):
716 716 """Return a sorted list of all interactive variables.
717 717
718 718 If arguments are given, only variables of types matching these
719 719 arguments are returned.
720 720
721 721 Examples
722 722 --------
723 723
724 724 Define two variables and list them with who_ls::
725 725
726 726 In [1]: alpha = 123
727 727
728 728 In [2]: beta = 'test'
729 729
730 730 In [3]: %who_ls
731 731 Out[3]: ['alpha', 'beta']
732 732
733 733 In [4]: %who_ls int
734 734 Out[4]: ['alpha']
735 735
736 736 In [5]: %who_ls str
737 737 Out[5]: ['beta']
738 738 """
739 739
740 740 user_ns = self.shell.user_ns
741 741 internal_ns = self.shell.internal_ns
742 742 user_ns_hidden = self.shell.user_ns_hidden
743 743 out = [ i for i in user_ns
744 744 if not i.startswith('_') \
745 745 and not (i in internal_ns or i in user_ns_hidden) ]
746 746
747 747 typelist = parameter_s.split()
748 748 if typelist:
749 749 typeset = set(typelist)
750 750 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
751 751
752 752 out.sort()
753 753 return out
754 754
755 755 @skip_doctest
756 756 def magic_who(self, parameter_s=''):
757 757 """Print all interactive variables, with some minimal formatting.
758 758
759 759 If any arguments are given, only variables whose type matches one of
760 760 these are printed. For example:
761 761
762 762 %who function str
763 763
764 764 will only list functions and strings, excluding all other types of
765 765 variables. To find the proper type names, simply use type(var) at a
766 766 command line to see how python prints type names. For example:
767 767
768 768 In [1]: type('hello')\\
769 769 Out[1]: <type 'str'>
770 770
771 771 indicates that the type name for strings is 'str'.
772 772
773 773 %who always excludes executed names loaded through your configuration
774 774 file and things which are internal to IPython.
775 775
776 776 This is deliberate, as typically you may load many modules and the
777 777 purpose of %who is to show you only what you've manually defined.
778 778
779 779 Examples
780 780 --------
781 781
782 782 Define two variables and list them with who::
783 783
784 784 In [1]: alpha = 123
785 785
786 786 In [2]: beta = 'test'
787 787
788 788 In [3]: %who
789 789 alpha beta
790 790
791 791 In [4]: %who int
792 792 alpha
793 793
794 794 In [5]: %who str
795 795 beta
796 796 """
797 797
798 798 varlist = self.magic_who_ls(parameter_s)
799 799 if not varlist:
800 800 if parameter_s:
801 801 print 'No variables match your requested type.'
802 802 else:
803 803 print 'Interactive namespace is empty.'
804 804 return
805 805
806 806 # if we have variables, move on...
807 807 count = 0
808 808 for i in varlist:
809 809 print i+'\t',
810 810 count += 1
811 811 if count > 8:
812 812 count = 0
813 813 print
814 814 print
815 815
816 816 @skip_doctest
817 817 def magic_whos(self, parameter_s=''):
818 818 """Like %who, but gives some extra information about each variable.
819 819
820 820 The same type filtering of %who can be applied here.
821 821
822 822 For all variables, the type is printed. Additionally it prints:
823 823
824 824 - For {},[],(): their length.
825 825
826 826 - For numpy arrays, a summary with shape, number of
827 827 elements, typecode and size in memory.
828 828
829 829 - Everything else: a string representation, snipping their middle if
830 830 too long.
831 831
832 832 Examples
833 833 --------
834 834
835 835 Define two variables and list them with whos::
836 836
837 837 In [1]: alpha = 123
838 838
839 839 In [2]: beta = 'test'
840 840
841 841 In [3]: %whos
842 842 Variable Type Data/Info
843 843 --------------------------------
844 844 alpha int 123
845 845 beta str test
846 846 """
847 847
848 848 varnames = self.magic_who_ls(parameter_s)
849 849 if not varnames:
850 850 if parameter_s:
851 851 print 'No variables match your requested type.'
852 852 else:
853 853 print 'Interactive namespace is empty.'
854 854 return
855 855
856 856 # if we have variables, move on...
857 857
858 858 # for these types, show len() instead of data:
859 859 seq_types = ['dict', 'list', 'tuple']
860 860
861 861 # for numpy/Numeric arrays, display summary info
862 862 try:
863 863 import numpy
864 864 except ImportError:
865 865 ndarray_type = None
866 866 else:
867 867 ndarray_type = numpy.ndarray.__name__
868 868 try:
869 869 import Numeric
870 870 except ImportError:
871 871 array_type = None
872 872 else:
873 873 array_type = Numeric.ArrayType.__name__
874 874
875 875 # Find all variable names and types so we can figure out column sizes
876 876 def get_vars(i):
877 877 return self.shell.user_ns[i]
878 878
879 879 # some types are well known and can be shorter
880 880 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
881 881 def type_name(v):
882 882 tn = type(v).__name__
883 883 return abbrevs.get(tn,tn)
884 884
885 885 varlist = map(get_vars,varnames)
886 886
887 887 typelist = []
888 888 for vv in varlist:
889 889 tt = type_name(vv)
890 890
891 891 if tt=='instance':
892 892 typelist.append( abbrevs.get(str(vv.__class__),
893 893 str(vv.__class__)))
894 894 else:
895 895 typelist.append(tt)
896 896
897 897 # column labels and # of spaces as separator
898 898 varlabel = 'Variable'
899 899 typelabel = 'Type'
900 900 datalabel = 'Data/Info'
901 901 colsep = 3
902 902 # variable format strings
903 903 vformat = "{0:<{varwidth}}{1:<{typewidth}}"
904 904 aformat = "%s: %s elems, type `%s`, %s bytes"
905 905 # find the size of the columns to format the output nicely
906 906 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
907 907 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
908 908 # table header
909 909 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
910 910 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
911 911 # and the table itself
912 912 kb = 1024
913 913 Mb = 1048576 # kb**2
914 914 for vname,var,vtype in zip(varnames,varlist,typelist):
915 915 print vformat.format(vname, vtype, varwidth=varwidth, typewidth=typewidth),
916 916 if vtype in seq_types:
917 917 print "n="+str(len(var))
918 918 elif vtype in [array_type,ndarray_type]:
919 919 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
920 920 if vtype==ndarray_type:
921 921 # numpy
922 922 vsize = var.size
923 923 vbytes = vsize*var.itemsize
924 924 vdtype = var.dtype
925 925 else:
926 926 # Numeric
927 927 vsize = Numeric.size(var)
928 928 vbytes = vsize*var.itemsize()
929 929 vdtype = var.typecode()
930 930
931 931 if vbytes < 100000:
932 932 print aformat % (vshape,vsize,vdtype,vbytes)
933 933 else:
934 934 print aformat % (vshape,vsize,vdtype,vbytes),
935 935 if vbytes < Mb:
936 936 print '(%s kb)' % (vbytes/kb,)
937 937 else:
938 938 print '(%s Mb)' % (vbytes/Mb,)
939 939 else:
940 940 try:
941 941 vstr = str(var)
942 942 except UnicodeEncodeError:
943 943 vstr = unicode(var).encode(sys.getdefaultencoding(),
944 944 'backslashreplace')
945 945 vstr = vstr.replace('\n','\\n')
946 946 if len(vstr) < 50:
947 947 print vstr
948 948 else:
949 949 print vstr[:25] + "<...>" + vstr[-25:]
950 950
951 951 def magic_reset(self, parameter_s=''):
952 952 """Resets the namespace by removing all names defined by the user.
953 953
954 954 Parameters
955 955 ----------
956 956 -f : force reset without asking for confirmation.
957 957
958 958 -s : 'Soft' reset: Only clears your namespace, leaving history intact.
959 959 References to objects may be kept. By default (without this option),
960 960 we do a 'hard' reset, giving you a new session and removing all
961 961 references to objects from the current session.
962 962
963 963 Examples
964 964 --------
965 965 In [6]: a = 1
966 966
967 967 In [7]: a
968 968 Out[7]: 1
969 969
970 970 In [8]: 'a' in _ip.user_ns
971 971 Out[8]: True
972 972
973 973 In [9]: %reset -f
974 974
975 975 In [1]: 'a' in _ip.user_ns
976 976 Out[1]: False
977 977 """
978 978 opts, args = self.parse_options(parameter_s,'sf')
979 979 if 'f' in opts:
980 980 ans = True
981 981 else:
982 982 ans = self.shell.ask_yes_no(
983 983 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
984 984 if not ans:
985 985 print 'Nothing done.'
986 986 return
987 987
988 988 if 's' in opts: # Soft reset
989 989 user_ns = self.shell.user_ns
990 990 for i in self.magic_who_ls():
991 991 del(user_ns[i])
992 992
993 993 else: # Hard reset
994 994 self.shell.reset(new_session = False)
995 995
996 996
997 997
998 998 def magic_reset_selective(self, parameter_s=''):
999 999 """Resets the namespace by removing names defined by the user.
1000 1000
1001 1001 Input/Output history are left around in case you need them.
1002 1002
1003 1003 %reset_selective [-f] regex
1004 1004
1005 1005 No action is taken if regex is not included
1006 1006
1007 1007 Options
1008 1008 -f : force reset without asking for confirmation.
1009 1009
1010 1010 Examples
1011 1011 --------
1012 1012
1013 1013 We first fully reset the namespace so your output looks identical to
1014 1014 this example for pedagogical reasons; in practice you do not need a
1015 1015 full reset.
1016 1016
1017 1017 In [1]: %reset -f
1018 1018
1019 1019 Now, with a clean namespace we can make a few variables and use
1020 1020 %reset_selective to only delete names that match our regexp:
1021 1021
1022 1022 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1023 1023
1024 1024 In [3]: who_ls
1025 1025 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1026 1026
1027 1027 In [4]: %reset_selective -f b[2-3]m
1028 1028
1029 1029 In [5]: who_ls
1030 1030 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1031 1031
1032 1032 In [6]: %reset_selective -f d
1033 1033
1034 1034 In [7]: who_ls
1035 1035 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1036 1036
1037 1037 In [8]: %reset_selective -f c
1038 1038
1039 1039 In [9]: who_ls
1040 1040 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1041 1041
1042 1042 In [10]: %reset_selective -f b
1043 1043
1044 1044 In [11]: who_ls
1045 1045 Out[11]: ['a']
1046 1046 """
1047 1047
1048 1048 opts, regex = self.parse_options(parameter_s,'f')
1049 1049
1050 1050 if opts.has_key('f'):
1051 1051 ans = True
1052 1052 else:
1053 1053 ans = self.shell.ask_yes_no(
1054 1054 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1055 1055 if not ans:
1056 1056 print 'Nothing done.'
1057 1057 return
1058 1058 user_ns = self.shell.user_ns
1059 1059 if not regex:
1060 1060 print 'No regex pattern specified. Nothing done.'
1061 1061 return
1062 1062 else:
1063 1063 try:
1064 1064 m = re.compile(regex)
1065 1065 except TypeError:
1066 1066 raise TypeError('regex must be a string or compiled pattern')
1067 1067 for i in self.magic_who_ls():
1068 1068 if m.search(i):
1069 1069 del(user_ns[i])
1070 1070
1071 1071 def magic_xdel(self, parameter_s=''):
1072 1072 """Delete a variable, trying to clear it from anywhere that
1073 1073 IPython's machinery has references to it. By default, this uses
1074 1074 the identity of the named object in the user namespace to remove
1075 1075 references held under other names. The object is also removed
1076 1076 from the output history.
1077 1077
1078 1078 Options
1079 1079 -n : Delete the specified name from all namespaces, without
1080 1080 checking their identity.
1081 1081 """
1082 1082 opts, varname = self.parse_options(parameter_s,'n')
1083 1083 try:
1084 1084 self.shell.del_var(varname, ('n' in opts))
1085 1085 except (NameError, ValueError) as e:
1086 1086 print type(e).__name__ +": "+ str(e)
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 logger = self.shell.logger
1135 1135
1136 1136 # if no args are given, the defaults set in the logger constructor by
1137 1137 # ipytohn remain valid
1138 1138 if par:
1139 1139 try:
1140 1140 logfname,logmode = par.split()
1141 1141 except:
1142 1142 logfname = par
1143 1143 logmode = 'backup'
1144 1144 else:
1145 1145 logfname = logger.logfname
1146 1146 logmode = logger.logmode
1147 1147 # put logfname into rc struct as if it had been called on the command
1148 1148 # line, so it ends up saved in the log header Save it in case we need
1149 1149 # to restore it...
1150 1150 old_logfile = self.shell.logfile
1151 1151 if logfname:
1152 1152 logfname = os.path.expanduser(logfname)
1153 1153 self.shell.logfile = logfname
1154 1154
1155 1155 loghead = '# IPython log file\n\n'
1156 1156 try:
1157 1157 started = logger.logstart(logfname,loghead,logmode,
1158 1158 log_output,timestamp,log_raw_input)
1159 1159 except:
1160 1160 self.shell.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.history_manager.input_hist_raw
1173 1173 else:
1174 1174 input_hist = self.shell.history_manager.input_hist_parsed
1175 1175
1176 1176 if log_output:
1177 1177 log_write = logger.log_write
1178 1178 output_hist = self.shell.history_manager.output_hist
1179 1179 for n in range(1,len(input_hist)-1):
1180 1180 log_write(input_hist[n].rstrip() + '\n')
1181 1181 if n in output_hist:
1182 1182 log_write(repr(output_hist[n]),'output')
1183 1183 else:
1184 1184 logger.log_write('\n'.join(input_hist[1:]))
1185 1185 logger.log_write('\n')
1186 1186 if timestamp:
1187 1187 # re-enable timestamping
1188 1188 logger.timestamp = True
1189 1189
1190 1190 print ('Activating auto-logging. '
1191 1191 'Current session state plus future input saved.')
1192 1192 logger.logstate()
1193 1193
1194 1194 def magic_logstop(self,parameter_s=''):
1195 1195 """Fully stop logging and close log file.
1196 1196
1197 1197 In order to start logging again, a new %logstart call needs to be made,
1198 1198 possibly (though not necessarily) with a new filename, mode and other
1199 1199 options."""
1200 1200 self.logger.logstop()
1201 1201
1202 1202 def magic_logoff(self,parameter_s=''):
1203 1203 """Temporarily stop logging.
1204 1204
1205 1205 You must have previously started logging."""
1206 1206 self.shell.logger.switch_log(0)
1207 1207
1208 1208 def magic_logon(self,parameter_s=''):
1209 1209 """Restart logging.
1210 1210
1211 1211 This function is for restarting logging which you've temporarily
1212 1212 stopped with %logoff. For starting logging for the first time, you
1213 1213 must use the %logstart function, which allows you to specify an
1214 1214 optional log filename."""
1215 1215
1216 1216 self.shell.logger.switch_log(1)
1217 1217
1218 1218 def magic_logstate(self,parameter_s=''):
1219 1219 """Print the status of the logging system."""
1220 1220
1221 1221 self.shell.logger.logstate()
1222 1222
1223 1223 def magic_pdb(self, parameter_s=''):
1224 1224 """Control the automatic calling of the pdb interactive debugger.
1225 1225
1226 1226 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1227 1227 argument it works as a toggle.
1228 1228
1229 1229 When an exception is triggered, IPython can optionally call the
1230 1230 interactive pdb debugger after the traceback printout. %pdb toggles
1231 1231 this feature on and off.
1232 1232
1233 1233 The initial state of this feature is set in your configuration
1234 1234 file (the option is ``InteractiveShell.pdb``).
1235 1235
1236 1236 If you want to just activate the debugger AFTER an exception has fired,
1237 1237 without having to type '%pdb on' and rerunning your code, you can use
1238 1238 the %debug magic."""
1239 1239
1240 1240 par = parameter_s.strip().lower()
1241 1241
1242 1242 if par:
1243 1243 try:
1244 1244 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1245 1245 except KeyError:
1246 1246 print ('Incorrect argument. Use on/1, off/0, '
1247 1247 'or nothing for a toggle.')
1248 1248 return
1249 1249 else:
1250 1250 # toggle
1251 1251 new_pdb = not self.shell.call_pdb
1252 1252
1253 1253 # set on the shell
1254 1254 self.shell.call_pdb = new_pdb
1255 1255 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1256 1256
1257 1257 def magic_debug(self, parameter_s=''):
1258 1258 """Activate the interactive debugger in post-mortem mode.
1259 1259
1260 1260 If an exception has just occurred, this lets you inspect its stack
1261 1261 frames interactively. Note that this will always work only on the last
1262 1262 traceback that occurred, so you must call this quickly after an
1263 1263 exception that you wish to inspect has fired, because if another one
1264 1264 occurs, it clobbers the previous one.
1265 1265
1266 1266 If you want IPython to automatically do this on every exception, see
1267 1267 the %pdb magic for more details.
1268 1268 """
1269 1269 self.shell.debugger(force=True)
1270 1270
1271 1271 @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 as e:
1374 1374 try:
1375 1375 msg = str(e)
1376 1376 except UnicodeError:
1377 1377 msg = e.message
1378 1378 error(msg)
1379 1379 return
1380 1380
1381 1381 arg_str = 'execfile(filename,prog_ns)'
1382 1382 namespace = locals()
1383 1383
1384 1384 opts.merge(opts_def)
1385 1385
1386 1386 prof = profile.Profile()
1387 1387 try:
1388 1388 prof = prof.runctx(arg_str,namespace,namespace)
1389 1389 sys_exit = ''
1390 1390 except SystemExit:
1391 1391 sys_exit = """*** SystemExit exception caught in code being profiled."""
1392 1392
1393 1393 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1394 1394
1395 1395 lims = opts.l
1396 1396 if lims:
1397 1397 lims = [] # rebuild lims with ints/floats/strings
1398 1398 for lim in opts.l:
1399 1399 try:
1400 1400 lims.append(int(lim))
1401 1401 except ValueError:
1402 1402 try:
1403 1403 lims.append(float(lim))
1404 1404 except ValueError:
1405 1405 lims.append(lim)
1406 1406
1407 1407 # Trap output.
1408 1408 stdout_trap = StringIO()
1409 1409
1410 1410 if hasattr(stats,'stream'):
1411 1411 # In newer versions of python, the stats object has a 'stream'
1412 1412 # attribute to write into.
1413 1413 stats.stream = stdout_trap
1414 1414 stats.print_stats(*lims)
1415 1415 else:
1416 1416 # For older versions, we manually redirect stdout during printing
1417 1417 sys_stdout = sys.stdout
1418 1418 try:
1419 1419 sys.stdout = stdout_trap
1420 1420 stats.print_stats(*lims)
1421 1421 finally:
1422 1422 sys.stdout = sys_stdout
1423 1423
1424 1424 output = stdout_trap.getvalue()
1425 1425 output = output.rstrip()
1426 1426
1427 1427 page.page(output)
1428 1428 print sys_exit,
1429 1429
1430 1430 dump_file = opts.D[0]
1431 1431 text_file = opts.T[0]
1432 1432 if dump_file:
1433 1433 dump_file = unquote_filename(dump_file)
1434 1434 prof.dump_stats(dump_file)
1435 1435 print '\n*** Profile stats marshalled to file',\
1436 1436 `dump_file`+'.',sys_exit
1437 1437 if text_file:
1438 1438 text_file = unquote_filename(text_file)
1439 1439 pfile = file(text_file,'w')
1440 1440 pfile.write(output)
1441 1441 pfile.close()
1442 1442 print '\n*** Profile printout saved to text file',\
1443 1443 `text_file`+'.',sys_exit
1444 1444
1445 1445 if opts.has_key('r'):
1446 1446 return stats
1447 1447 else:
1448 1448 return None
1449 1449
1450 1450 @skip_doctest
1451 1451 def magic_run(self, parameter_s ='',runner=None,
1452 1452 file_finder=get_py_filename):
1453 1453 """Run the named file inside IPython as a program.
1454 1454
1455 1455 Usage:\\
1456 1456 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1457 1457
1458 1458 Parameters after the filename are passed as command-line arguments to
1459 1459 the program (put in sys.argv). Then, control returns to IPython's
1460 1460 prompt.
1461 1461
1462 1462 This is similar to running at a system prompt:\\
1463 1463 $ python file args\\
1464 1464 but with the advantage of giving you IPython's tracebacks, and of
1465 1465 loading all variables into your interactive namespace for further use
1466 1466 (unless -p is used, see below).
1467 1467
1468 1468 The file is executed in a namespace initially consisting only of
1469 1469 __name__=='__main__' and sys.argv constructed as indicated. It thus
1470 1470 sees its environment as if it were being run as a stand-alone program
1471 1471 (except for sharing global objects such as previously imported
1472 1472 modules). But after execution, the IPython interactive namespace gets
1473 1473 updated with all variables defined in the program (except for __name__
1474 1474 and sys.argv). This allows for very convenient loading of code for
1475 1475 interactive work, while giving each program a 'clean sheet' to run in.
1476 1476
1477 1477 Options:
1478 1478
1479 1479 -n: __name__ is NOT set to '__main__', but to the running file's name
1480 1480 without extension (as python does under import). This allows running
1481 1481 scripts and reloading the definitions in them without calling code
1482 1482 protected by an ' if __name__ == "__main__" ' clause.
1483 1483
1484 1484 -i: run the file in IPython's namespace instead of an empty one. This
1485 1485 is useful if you are experimenting with code written in a text editor
1486 1486 which depends on variables defined interactively.
1487 1487
1488 1488 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1489 1489 being run. This is particularly useful if IPython is being used to
1490 1490 run unittests, which always exit with a sys.exit() call. In such
1491 1491 cases you are interested in the output of the test results, not in
1492 1492 seeing a traceback of the unittest module.
1493 1493
1494 1494 -t: print timing information at the end of the run. IPython will give
1495 1495 you an estimated CPU time consumption for your script, which under
1496 1496 Unix uses the resource module to avoid the wraparound problems of
1497 1497 time.clock(). Under Unix, an estimate of time spent on system tasks
1498 1498 is also given (for Windows platforms this is reported as 0.0).
1499 1499
1500 1500 If -t is given, an additional -N<N> option can be given, where <N>
1501 1501 must be an integer indicating how many times you want the script to
1502 1502 run. The final timing report will include total and per run results.
1503 1503
1504 1504 For example (testing the script uniq_stable.py):
1505 1505
1506 1506 In [1]: run -t uniq_stable
1507 1507
1508 1508 IPython CPU timings (estimated):\\
1509 1509 User : 0.19597 s.\\
1510 1510 System: 0.0 s.\\
1511 1511
1512 1512 In [2]: run -t -N5 uniq_stable
1513 1513
1514 1514 IPython CPU timings (estimated):\\
1515 1515 Total runs performed: 5\\
1516 1516 Times : Total Per run\\
1517 1517 User : 0.910862 s, 0.1821724 s.\\
1518 1518 System: 0.0 s, 0.0 s.
1519 1519
1520 1520 -d: run your program under the control of pdb, the Python debugger.
1521 1521 This allows you to execute your program step by step, watch variables,
1522 1522 etc. Internally, what IPython does is similar to calling:
1523 1523
1524 1524 pdb.run('execfile("YOURFILENAME")')
1525 1525
1526 1526 with a breakpoint set on line 1 of your file. You can change the line
1527 1527 number for this automatic breakpoint to be <N> by using the -bN option
1528 1528 (where N must be an integer). For example:
1529 1529
1530 1530 %run -d -b40 myscript
1531 1531
1532 1532 will set the first breakpoint at line 40 in myscript.py. Note that
1533 1533 the first breakpoint must be set on a line which actually does
1534 1534 something (not a comment or docstring) for it to stop execution.
1535 1535
1536 1536 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1537 1537 first enter 'c' (without qoutes) to start execution up to the first
1538 1538 breakpoint.
1539 1539
1540 1540 Entering 'help' gives information about the use of the debugger. You
1541 1541 can easily see pdb's full documentation with "import pdb;pdb.help()"
1542 1542 at a prompt.
1543 1543
1544 1544 -p: run program under the control of the Python profiler module (which
1545 1545 prints a detailed report of execution times, function calls, etc).
1546 1546
1547 1547 You can pass other options after -p which affect the behavior of the
1548 1548 profiler itself. See the docs for %prun for details.
1549 1549
1550 1550 In this mode, the program's variables do NOT propagate back to the
1551 1551 IPython interactive namespace (because they remain in the namespace
1552 1552 where the profiler executes them).
1553 1553
1554 1554 Internally this triggers a call to %prun, see its documentation for
1555 1555 details on the options available specifically for profiling.
1556 1556
1557 1557 There is one special usage for which the text above doesn't apply:
1558 1558 if the filename ends with .ipy, the file is run as ipython script,
1559 1559 just as if the commands were written on IPython prompt.
1560 1560 """
1561 1561
1562 1562 # get arguments and set sys.argv for program to be run.
1563 1563 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1564 1564 mode='list',list_all=1)
1565 1565
1566 1566 try:
1567 1567 filename = file_finder(arg_lst[0])
1568 1568 except IndexError:
1569 1569 warn('you must provide at least a filename.')
1570 1570 print '\n%run:\n',oinspect.getdoc(self.magic_run)
1571 1571 return
1572 1572 except IOError as e:
1573 1573 try:
1574 1574 msg = str(e)
1575 1575 except UnicodeError:
1576 1576 msg = e.message
1577 1577 error(msg)
1578 1578 return
1579 1579
1580 1580 if filename.lower().endswith('.ipy'):
1581 1581 self.shell.safe_execfile_ipy(filename)
1582 1582 return
1583 1583
1584 1584 # Control the response to exit() calls made by the script being run
1585 1585 exit_ignore = opts.has_key('e')
1586 1586
1587 1587 # Make sure that the running script gets a proper sys.argv as if it
1588 1588 # were run from a system shell.
1589 1589 save_argv = sys.argv # save it for later restoring
1590 1590
1591 1591 # simulate shell expansion on arguments, at least tilde expansion
1592 1592 args = [ os.path.expanduser(a) for a in arg_lst[1:] ]
1593 1593
1594 1594 sys.argv = [filename]+ args # put in the proper filename
1595 1595
1596 1596 if opts.has_key('i'):
1597 1597 # Run in user's interactive namespace
1598 1598 prog_ns = self.shell.user_ns
1599 1599 __name__save = self.shell.user_ns['__name__']
1600 1600 prog_ns['__name__'] = '__main__'
1601 1601 main_mod = self.shell.new_main_mod(prog_ns)
1602 1602 else:
1603 1603 # Run in a fresh, empty namespace
1604 1604 if opts.has_key('n'):
1605 1605 name = os.path.splitext(os.path.basename(filename))[0]
1606 1606 else:
1607 1607 name = '__main__'
1608 1608
1609 1609 main_mod = self.shell.new_main_mod()
1610 1610 prog_ns = main_mod.__dict__
1611 1611 prog_ns['__name__'] = name
1612 1612
1613 1613 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1614 1614 # set the __file__ global in the script's namespace
1615 1615 prog_ns['__file__'] = filename
1616 1616
1617 1617 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1618 1618 # that, if we overwrite __main__, we replace it at the end
1619 1619 main_mod_name = prog_ns['__name__']
1620 1620
1621 1621 if main_mod_name == '__main__':
1622 1622 restore_main = sys.modules['__main__']
1623 1623 else:
1624 1624 restore_main = False
1625 1625
1626 1626 # This needs to be undone at the end to prevent holding references to
1627 1627 # every single object ever created.
1628 1628 sys.modules[main_mod_name] = main_mod
1629 1629
1630 1630 try:
1631 1631 stats = None
1632 1632 with self.readline_no_record:
1633 1633 if opts.has_key('p'):
1634 1634 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1635 1635 else:
1636 1636 if opts.has_key('d'):
1637 1637 deb = debugger.Pdb(self.shell.colors)
1638 1638 # reset Breakpoint state, which is moronically kept
1639 1639 # in a class
1640 1640 bdb.Breakpoint.next = 1
1641 1641 bdb.Breakpoint.bplist = {}
1642 1642 bdb.Breakpoint.bpbynumber = [None]
1643 1643 # Set an initial breakpoint to stop execution
1644 1644 maxtries = 10
1645 1645 bp = int(opts.get('b',[1])[0])
1646 1646 checkline = deb.checkline(filename,bp)
1647 1647 if not checkline:
1648 1648 for bp in range(bp+1,bp+maxtries+1):
1649 1649 if deb.checkline(filename,bp):
1650 1650 break
1651 1651 else:
1652 1652 msg = ("\nI failed to find a valid line to set "
1653 1653 "a breakpoint\n"
1654 1654 "after trying up to line: %s.\n"
1655 1655 "Please set a valid breakpoint manually "
1656 1656 "with the -b option." % bp)
1657 1657 error(msg)
1658 1658 return
1659 1659 # if we find a good linenumber, set the breakpoint
1660 1660 deb.do_break('%s:%s' % (filename,bp))
1661 1661 # Start file run
1662 1662 print "NOTE: Enter 'c' at the",
1663 1663 print "%s prompt to start your script." % deb.prompt
1664 1664 try:
1665 1665 deb.run('execfile("%s")' % filename,prog_ns)
1666 1666
1667 1667 except:
1668 1668 etype, value, tb = sys.exc_info()
1669 1669 # Skip three frames in the traceback: the %run one,
1670 1670 # one inside bdb.py, and the command-line typed by the
1671 1671 # user (run by exec in pdb itself).
1672 1672 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1673 1673 else:
1674 1674 if runner is None:
1675 1675 runner = self.shell.safe_execfile
1676 1676 if opts.has_key('t'):
1677 1677 # timed execution
1678 1678 try:
1679 1679 nruns = int(opts['N'][0])
1680 1680 if nruns < 1:
1681 1681 error('Number of runs must be >=1')
1682 1682 return
1683 1683 except (KeyError):
1684 1684 nruns = 1
1685 1685 twall0 = time.time()
1686 1686 if nruns == 1:
1687 1687 t0 = clock2()
1688 1688 runner(filename,prog_ns,prog_ns,
1689 1689 exit_ignore=exit_ignore)
1690 1690 t1 = clock2()
1691 1691 t_usr = t1[0]-t0[0]
1692 1692 t_sys = t1[1]-t0[1]
1693 1693 print "\nIPython CPU timings (estimated):"
1694 1694 print " User : %10.2f s." % t_usr
1695 1695 print " System : %10.2f s." % t_sys
1696 1696 else:
1697 1697 runs = range(nruns)
1698 1698 t0 = clock2()
1699 1699 for nr in runs:
1700 1700 runner(filename,prog_ns,prog_ns,
1701 1701 exit_ignore=exit_ignore)
1702 1702 t1 = clock2()
1703 1703 t_usr = t1[0]-t0[0]
1704 1704 t_sys = t1[1]-t0[1]
1705 1705 print "\nIPython CPU timings (estimated):"
1706 1706 print "Total runs performed:",nruns
1707 1707 print " Times : %10s %10s" % ('Total','Per run')
1708 1708 print " User : %10.2f s, %10.2f s." % (t_usr,t_usr/nruns)
1709 1709 print " System : %10.2f s, %10.2f s." % (t_sys,t_sys/nruns)
1710 1710 twall1 = time.time()
1711 1711 print "Wall time: %10.2f s." % (twall1-twall0)
1712 1712
1713 1713 else:
1714 1714 # regular execution
1715 1715 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1716 1716
1717 1717 if opts.has_key('i'):
1718 1718 self.shell.user_ns['__name__'] = __name__save
1719 1719 else:
1720 1720 # The shell MUST hold a reference to prog_ns so after %run
1721 1721 # exits, the python deletion mechanism doesn't zero it out
1722 1722 # (leaving dangling references).
1723 1723 self.shell.cache_main_mod(prog_ns,filename)
1724 1724 # update IPython interactive namespace
1725 1725
1726 1726 # Some forms of read errors on the file may mean the
1727 1727 # __name__ key was never set; using pop we don't have to
1728 1728 # worry about a possible KeyError.
1729 1729 prog_ns.pop('__name__', None)
1730 1730
1731 1731 self.shell.user_ns.update(prog_ns)
1732 1732 finally:
1733 1733 # It's a bit of a mystery why, but __builtins__ can change from
1734 1734 # being a module to becoming a dict missing some key data after
1735 1735 # %run. As best I can see, this is NOT something IPython is doing
1736 1736 # at all, and similar problems have been reported before:
1737 1737 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1738 1738 # Since this seems to be done by the interpreter itself, the best
1739 1739 # we can do is to at least restore __builtins__ for the user on
1740 1740 # exit.
1741 1741 self.shell.user_ns['__builtins__'] = builtin_mod
1742 1742
1743 1743 # Ensure key global structures are restored
1744 1744 sys.argv = save_argv
1745 1745 if restore_main:
1746 1746 sys.modules['__main__'] = restore_main
1747 1747 else:
1748 1748 # Remove from sys.modules the reference to main_mod we'd
1749 1749 # added. Otherwise it will trap references to objects
1750 1750 # contained therein.
1751 1751 del sys.modules[main_mod_name]
1752 1752
1753 1753 return stats
1754 1754
1755 1755 @skip_doctest
1756 1756 def magic_timeit(self, parameter_s =''):
1757 1757 """Time execution of a Python statement or expression
1758 1758
1759 1759 Usage:\\
1760 1760 %timeit [-n<N> -r<R> [-t|-c]] statement
1761 1761
1762 1762 Time execution of a Python statement or expression using the timeit
1763 1763 module.
1764 1764
1765 1765 Options:
1766 1766 -n<N>: execute the given statement <N> times in a loop. If this value
1767 1767 is not given, a fitting value is chosen.
1768 1768
1769 1769 -r<R>: repeat the loop iteration <R> times and take the best result.
1770 1770 Default: 3
1771 1771
1772 1772 -t: use time.time to measure the time, which is the default on Unix.
1773 1773 This function measures wall time.
1774 1774
1775 1775 -c: use time.clock to measure the time, which is the default on
1776 1776 Windows and measures wall time. On Unix, resource.getrusage is used
1777 1777 instead and returns the CPU user time.
1778 1778
1779 1779 -p<P>: use a precision of <P> digits to display the timing result.
1780 1780 Default: 3
1781 1781
1782 1782
1783 1783 Examples:
1784 1784
1785 1785 In [1]: %timeit pass
1786 1786 10000000 loops, best of 3: 53.3 ns per loop
1787 1787
1788 1788 In [2]: u = None
1789 1789
1790 1790 In [3]: %timeit u is None
1791 1791 10000000 loops, best of 3: 184 ns per loop
1792 1792
1793 1793 In [4]: %timeit -r 4 u == None
1794 1794 1000000 loops, best of 4: 242 ns per loop
1795 1795
1796 1796 In [5]: import time
1797 1797
1798 1798 In [6]: %timeit -n1 time.sleep(2)
1799 1799 1 loops, best of 3: 2 s per loop
1800 1800
1801 1801
1802 1802 The times reported by %timeit will be slightly higher than those
1803 1803 reported by the timeit.py script when variables are accessed. This is
1804 1804 due to the fact that %timeit executes the statement in the namespace
1805 1805 of the shell, compared with timeit.py, which uses a single setup
1806 1806 statement to import function or create variables. Generally, the bias
1807 1807 does not matter as long as results from timeit.py are not mixed with
1808 1808 those from %timeit."""
1809 1809
1810 1810 import timeit
1811 1811 import math
1812 1812
1813 1813 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1814 1814 # certain terminals. Until we figure out a robust way of
1815 1815 # auto-detecting if the terminal can deal with it, use plain 'us' for
1816 1816 # microseconds. I am really NOT happy about disabling the proper
1817 1817 # 'micro' prefix, but crashing is worse... If anyone knows what the
1818 1818 # right solution for this is, I'm all ears...
1819 1819 #
1820 1820 # Note: using
1821 1821 #
1822 1822 # s = u'\xb5'
1823 1823 # s.encode(sys.getdefaultencoding())
1824 1824 #
1825 1825 # is not sufficient, as I've seen terminals where that fails but
1826 1826 # print s
1827 1827 #
1828 1828 # succeeds
1829 1829 #
1830 1830 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1831 1831
1832 1832 #units = [u"s", u"ms",u'\xb5',"ns"]
1833 1833 units = [u"s", u"ms",u'us',"ns"]
1834 1834
1835 1835 scaling = [1, 1e3, 1e6, 1e9]
1836 1836
1837 1837 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1838 1838 posix=False)
1839 1839 if stmt == "":
1840 1840 return
1841 1841 timefunc = timeit.default_timer
1842 1842 number = int(getattr(opts, "n", 0))
1843 1843 repeat = int(getattr(opts, "r", timeit.default_repeat))
1844 1844 precision = int(getattr(opts, "p", 3))
1845 1845 if hasattr(opts, "t"):
1846 1846 timefunc = time.time
1847 1847 if hasattr(opts, "c"):
1848 1848 timefunc = clock
1849 1849
1850 1850 timer = timeit.Timer(timer=timefunc)
1851 1851 # this code has tight coupling to the inner workings of timeit.Timer,
1852 1852 # but is there a better way to achieve that the code stmt has access
1853 1853 # to the shell namespace?
1854 1854
1855 1855 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1856 1856 'setup': "pass"}
1857 1857 # Track compilation time so it can be reported if too long
1858 1858 # Minimum time above which compilation time will be reported
1859 1859 tc_min = 0.1
1860 1860
1861 1861 t0 = clock()
1862 1862 code = compile(src, "<magic-timeit>", "exec")
1863 1863 tc = clock()-t0
1864 1864
1865 1865 ns = {}
1866 1866 exec code in self.shell.user_ns, ns
1867 1867 timer.inner = ns["inner"]
1868 1868
1869 1869 if number == 0:
1870 1870 # determine number so that 0.2 <= total time < 2.0
1871 1871 number = 1
1872 1872 for i in range(1, 10):
1873 1873 if timer.timeit(number) >= 0.2:
1874 1874 break
1875 1875 number *= 10
1876 1876
1877 1877 best = min(timer.repeat(repeat, number)) / number
1878 1878
1879 1879 if best > 0.0 and best < 1000.0:
1880 1880 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1881 1881 elif best >= 1000.0:
1882 1882 order = 0
1883 1883 else:
1884 1884 order = 3
1885 1885 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1886 1886 precision,
1887 1887 best * scaling[order],
1888 1888 units[order])
1889 1889 if tc > tc_min:
1890 1890 print "Compiler time: %.2f s" % tc
1891 1891
1892 1892 @skip_doctest
1893 1893 @needs_local_scope
1894 1894 def magic_time(self,parameter_s = ''):
1895 1895 """Time execution of a Python statement or expression.
1896 1896
1897 1897 The CPU and wall clock times are printed, and the value of the
1898 1898 expression (if any) is returned. Note that under Win32, system time
1899 1899 is always reported as 0, since it can not be measured.
1900 1900
1901 1901 This function provides very basic timing functionality. In Python
1902 1902 2.3, the timeit module offers more control and sophistication, so this
1903 1903 could be rewritten to use it (patches welcome).
1904 1904
1905 1905 Some examples:
1906 1906
1907 1907 In [1]: time 2**128
1908 1908 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1909 1909 Wall time: 0.00
1910 1910 Out[1]: 340282366920938463463374607431768211456L
1911 1911
1912 1912 In [2]: n = 1000000
1913 1913
1914 1914 In [3]: time sum(range(n))
1915 1915 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1916 1916 Wall time: 1.37
1917 1917 Out[3]: 499999500000L
1918 1918
1919 1919 In [4]: time print 'hello world'
1920 1920 hello world
1921 1921 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1922 1922 Wall time: 0.00
1923 1923
1924 1924 Note that the time needed by Python to compile the given expression
1925 1925 will be reported if it is more than 0.1s. In this example, the
1926 1926 actual exponentiation is done by Python at compilation time, so while
1927 1927 the expression can take a noticeable amount of time to compute, that
1928 1928 time is purely due to the compilation:
1929 1929
1930 1930 In [5]: time 3**9999;
1931 1931 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1932 1932 Wall time: 0.00 s
1933 1933
1934 1934 In [6]: time 3**999999;
1935 1935 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1936 1936 Wall time: 0.00 s
1937 1937 Compiler : 0.78 s
1938 1938 """
1939 1939
1940 1940 # fail immediately if the given expression can't be compiled
1941 1941
1942 1942 expr = self.shell.prefilter(parameter_s,False)
1943 1943
1944 1944 # Minimum time above which compilation time will be reported
1945 1945 tc_min = 0.1
1946 1946
1947 1947 try:
1948 1948 mode = 'eval'
1949 1949 t0 = clock()
1950 1950 code = compile(expr,'<timed eval>',mode)
1951 1951 tc = clock()-t0
1952 1952 except SyntaxError:
1953 1953 mode = 'exec'
1954 1954 t0 = clock()
1955 1955 code = compile(expr,'<timed exec>',mode)
1956 1956 tc = clock()-t0
1957 1957 # skew measurement as little as possible
1958 1958 glob = self.shell.user_ns
1959 1959 locs = self._magic_locals
1960 1960 clk = clock2
1961 1961 wtime = time.time
1962 1962 # time execution
1963 1963 wall_st = wtime()
1964 1964 if mode=='eval':
1965 1965 st = clk()
1966 1966 out = eval(code, glob, locs)
1967 1967 end = clk()
1968 1968 else:
1969 1969 st = clk()
1970 1970 exec code in glob, locs
1971 1971 end = clk()
1972 1972 out = None
1973 1973 wall_end = wtime()
1974 1974 # Compute actual times and report
1975 1975 wall_time = wall_end-wall_st
1976 1976 cpu_user = end[0]-st[0]
1977 1977 cpu_sys = end[1]-st[1]
1978 1978 cpu_tot = cpu_user+cpu_sys
1979 1979 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1980 1980 (cpu_user,cpu_sys,cpu_tot)
1981 1981 print "Wall time: %.2f s" % wall_time
1982 1982 if tc > tc_min:
1983 1983 print "Compiler : %.2f s" % tc
1984 1984 return out
1985 1985
1986 1986 @skip_doctest
1987 1987 def magic_macro(self,parameter_s = ''):
1988 1988 """Define a macro for future re-execution. It accepts ranges of history,
1989 1989 filenames or string objects.
1990 1990
1991 1991 Usage:\\
1992 1992 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1993 1993
1994 1994 Options:
1995 1995
1996 1996 -r: use 'raw' input. By default, the 'processed' history is used,
1997 1997 so that magics are loaded in their transformed version to valid
1998 1998 Python. If this option is given, the raw input as typed as the
1999 1999 command line is used instead.
2000 2000
2001 2001 This will define a global variable called `name` which is a string
2002 2002 made of joining the slices and lines you specify (n1,n2,... numbers
2003 2003 above) from your input history into a single string. This variable
2004 2004 acts like an automatic function which re-executes those lines as if
2005 2005 you had typed them. You just type 'name' at the prompt and the code
2006 2006 executes.
2007 2007
2008 2008 The syntax for indicating input ranges is described in %history.
2009 2009
2010 2010 Note: as a 'hidden' feature, you can also use traditional python slice
2011 2011 notation, where N:M means numbers N through M-1.
2012 2012
2013 2013 For example, if your history contains (%hist prints it):
2014 2014
2015 2015 44: x=1
2016 2016 45: y=3
2017 2017 46: z=x+y
2018 2018 47: print x
2019 2019 48: a=5
2020 2020 49: print 'x',x,'y',y
2021 2021
2022 2022 you can create a macro with lines 44 through 47 (included) and line 49
2023 2023 called my_macro with:
2024 2024
2025 2025 In [55]: %macro my_macro 44-47 49
2026 2026
2027 2027 Now, typing `my_macro` (without quotes) will re-execute all this code
2028 2028 in one pass.
2029 2029
2030 2030 You don't need to give the line-numbers in order, and any given line
2031 2031 number can appear multiple times. You can assemble macros with any
2032 2032 lines from your input history in any order.
2033 2033
2034 2034 The macro is a simple object which holds its value in an attribute,
2035 2035 but IPython's display system checks for macros and executes them as
2036 2036 code instead of printing them when you type their name.
2037 2037
2038 2038 You can view a macro's contents by explicitly printing it with:
2039 2039
2040 2040 'print macro_name'.
2041 2041
2042 2042 """
2043 2043 opts,args = self.parse_options(parameter_s,'r',mode='list')
2044 2044 if not args: # List existing macros
2045 2045 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2046 2046 isinstance(v, Macro))
2047 2047 if len(args) == 1:
2048 2048 raise UsageError(
2049 2049 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2050 2050 name, codefrom = args[0], " ".join(args[1:])
2051 2051
2052 2052 #print 'rng',ranges # dbg
2053 2053 try:
2054 2054 lines = self.shell.find_user_code(codefrom, 'r' in opts)
2055 2055 except (ValueError, TypeError) as e:
2056 2056 print e.args[0]
2057 2057 return
2058 2058 macro = Macro(lines)
2059 2059 self.shell.define_macro(name, macro)
2060 2060 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2061 2061 print '=== Macro contents: ==='
2062 2062 print macro,
2063 2063
2064 2064 def magic_save(self,parameter_s = ''):
2065 2065 """Save a set of lines or a macro to a given filename.
2066 2066
2067 2067 Usage:\\
2068 2068 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2069 2069
2070 2070 Options:
2071 2071
2072 2072 -r: use 'raw' input. By default, the 'processed' history is used,
2073 2073 so that magics are loaded in their transformed version to valid
2074 2074 Python. If this option is given, the raw input as typed as the
2075 2075 command line is used instead.
2076 2076
2077 2077 This function uses the same syntax as %history for input ranges,
2078 2078 then saves the lines to the filename you specify.
2079 2079
2080 2080 It adds a '.py' extension to the file if you don't do so yourself, and
2081 2081 it asks for confirmation before overwriting existing files."""
2082 2082
2083 2083 opts,args = self.parse_options(parameter_s,'r',mode='list')
2084 2084 fname, codefrom = unquote_filename(args[0]), " ".join(args[1:])
2085 2085 if not fname.endswith('.py'):
2086 2086 fname += '.py'
2087 2087 if os.path.isfile(fname):
2088 2088 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2089 2089 if ans.lower() not in ['y','yes']:
2090 2090 print 'Operation cancelled.'
2091 2091 return
2092 2092 try:
2093 2093 cmds = self.shell.find_user_code(codefrom, 'r' in opts)
2094 2094 except (TypeError, ValueError) as e:
2095 2095 print e.args[0]
2096 2096 return
2097 2097 with py3compat.open(fname,'w', encoding="utf-8") as f:
2098 2098 f.write(u"# coding: utf-8\n")
2099 2099 f.write(py3compat.cast_unicode(cmds))
2100 2100 print 'The following commands were written to file `%s`:' % fname
2101 2101 print cmds
2102 2102
2103 2103 def magic_pastebin(self, parameter_s = ''):
2104 2104 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2105 2105 try:
2106 2106 code = self.shell.find_user_code(parameter_s)
2107 2107 except (ValueError, TypeError) as e:
2108 2108 print e.args[0]
2109 2109 return
2110 2110 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2111 2111 id = pbserver.pastes.newPaste("python", code)
2112 2112 return "http://paste.pocoo.org/show/" + id
2113 2113
2114 2114 def magic_loadpy(self, arg_s):
2115 2115 """Load a .py python script into the GUI console.
2116 2116
2117 2117 This magic command can either take a local filename or a url::
2118 2118
2119 2119 %loadpy myscript.py
2120 2120 %loadpy http://www.example.com/myscript.py
2121 2121 """
2122 2122 arg_s = unquote_filename(arg_s)
2123 2123 if not arg_s.endswith('.py'):
2124 2124 raise ValueError('%%load only works with .py files: %s' % arg_s)
2125 2125 if arg_s.startswith('http'):
2126 2126 import urllib2
2127 2127 response = urllib2.urlopen(arg_s)
2128 2128 content = response.read()
2129 2129 else:
2130 2130 with open(arg_s) as f:
2131 2131 content = f.read()
2132 2132 self.set_next_input(content)
2133 2133
2134 2134 def _find_edit_target(self, args, opts, last_call):
2135 2135 """Utility method used by magic_edit to find what to edit."""
2136 2136
2137 2137 def make_filename(arg):
2138 2138 "Make a filename from the given args"
2139 2139 arg = unquote_filename(arg)
2140 2140 try:
2141 2141 filename = get_py_filename(arg)
2142 2142 except IOError:
2143 2143 # If it ends with .py but doesn't already exist, assume we want
2144 2144 # a new file.
2145 2145 if arg.endswith('.py'):
2146 2146 filename = arg
2147 2147 else:
2148 2148 filename = None
2149 2149 return filename
2150 2150
2151 2151 # Set a few locals from the options for convenience:
2152 2152 opts_prev = 'p' in opts
2153 2153 opts_raw = 'r' in opts
2154 2154
2155 2155 # custom exceptions
2156 2156 class DataIsObject(Exception): pass
2157 2157
2158 2158 # Default line number value
2159 2159 lineno = opts.get('n',None)
2160 2160
2161 2161 if opts_prev:
2162 2162 args = '_%s' % last_call[0]
2163 2163 if not self.shell.user_ns.has_key(args):
2164 2164 args = last_call[1]
2165 2165
2166 2166 # use last_call to remember the state of the previous call, but don't
2167 2167 # let it be clobbered by successive '-p' calls.
2168 2168 try:
2169 2169 last_call[0] = self.shell.displayhook.prompt_count
2170 2170 if not opts_prev:
2171 2171 last_call[1] = parameter_s
2172 2172 except:
2173 2173 pass
2174 2174
2175 2175 # by default this is done with temp files, except when the given
2176 2176 # arg is a filename
2177 2177 use_temp = True
2178 2178
2179 2179 data = ''
2180 2180
2181 2181 # First, see if the arguments should be a filename.
2182 2182 filename = make_filename(args)
2183 2183 if filename:
2184 2184 use_temp = False
2185 2185 elif args:
2186 2186 # Mode where user specifies ranges of lines, like in %macro.
2187 2187 data = self.extract_input_lines(args, opts_raw)
2188 2188 if not data:
2189 2189 try:
2190 2190 # Load the parameter given as a variable. If not a string,
2191 2191 # process it as an object instead (below)
2192 2192
2193 2193 #print '*** args',args,'type',type(args) # dbg
2194 2194 data = eval(args, self.shell.user_ns)
2195 2195 if not isinstance(data, basestring):
2196 2196 raise DataIsObject
2197 2197
2198 2198 except (NameError,SyntaxError):
2199 2199 # given argument is not a variable, try as a filename
2200 2200 filename = make_filename(args)
2201 2201 if filename is None:
2202 2202 warn("Argument given (%s) can't be found as a variable "
2203 2203 "or as a filename." % args)
2204 2204 return
2205 2205 use_temp = False
2206 2206
2207 2207 except DataIsObject:
2208 2208 # macros have a special edit function
2209 2209 if isinstance(data, Macro):
2210 2210 raise MacroToEdit(data)
2211 2211
2212 2212 # For objects, try to edit the file where they are defined
2213 2213 try:
2214 2214 filename = inspect.getabsfile(data)
2215 2215 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2216 2216 # class created by %edit? Try to find source
2217 2217 # by looking for method definitions instead, the
2218 2218 # __module__ in those classes is FakeModule.
2219 2219 attrs = [getattr(data, aname) for aname in dir(data)]
2220 2220 for attr in attrs:
2221 2221 if not inspect.ismethod(attr):
2222 2222 continue
2223 2223 filename = inspect.getabsfile(attr)
2224 2224 if filename and 'fakemodule' not in filename.lower():
2225 2225 # change the attribute to be the edit target instead
2226 2226 data = attr
2227 2227 break
2228 2228
2229 2229 datafile = 1
2230 2230 except TypeError:
2231 2231 filename = make_filename(args)
2232 2232 datafile = 1
2233 2233 warn('Could not find file where `%s` is defined.\n'
2234 2234 'Opening a file named `%s`' % (args,filename))
2235 2235 # Now, make sure we can actually read the source (if it was in
2236 2236 # a temp file it's gone by now).
2237 2237 if datafile:
2238 2238 try:
2239 2239 if lineno is None:
2240 2240 lineno = inspect.getsourcelines(data)[1]
2241 2241 except IOError:
2242 2242 filename = make_filename(args)
2243 2243 if filename is None:
2244 2244 warn('The file `%s` where `%s` was defined cannot '
2245 2245 'be read.' % (filename,data))
2246 2246 return
2247 2247 use_temp = False
2248 2248
2249 2249 if use_temp:
2250 2250 filename = self.shell.mktempfile(data)
2251 2251 print 'IPython will make a temporary file named:',filename
2252 2252
2253 2253 return filename, lineno, use_temp
2254 2254
2255 2255 def _edit_macro(self,mname,macro):
2256 2256 """open an editor with the macro data in a file"""
2257 2257 filename = self.shell.mktempfile(macro.value)
2258 2258 self.shell.hooks.editor(filename)
2259 2259
2260 2260 # and make a new macro object, to replace the old one
2261 2261 mfile = open(filename)
2262 2262 mvalue = mfile.read()
2263 2263 mfile.close()
2264 2264 self.shell.user_ns[mname] = Macro(mvalue)
2265 2265
2266 2266 def magic_ed(self,parameter_s=''):
2267 2267 """Alias to %edit."""
2268 2268 return self.magic_edit(parameter_s)
2269 2269
2270 2270 @skip_doctest
2271 2271 def magic_edit(self,parameter_s='',last_call=['','']):
2272 2272 """Bring up an editor and execute the resulting code.
2273 2273
2274 2274 Usage:
2275 2275 %edit [options] [args]
2276 2276
2277 2277 %edit runs IPython's editor hook. The default version of this hook is
2278 2278 set to call the editor specified by your $EDITOR environment variable.
2279 2279 If this isn't found, it will default to vi under Linux/Unix and to
2280 2280 notepad under Windows. See the end of this docstring for how to change
2281 2281 the editor hook.
2282 2282
2283 2283 You can also set the value of this editor via the
2284 2284 ``TerminalInteractiveShell.editor`` option in your configuration file.
2285 2285 This is useful if you wish to use a different editor from your typical
2286 2286 default with IPython (and for Windows users who typically don't set
2287 2287 environment variables).
2288 2288
2289 2289 This command allows you to conveniently edit multi-line code right in
2290 2290 your IPython session.
2291 2291
2292 2292 If called without arguments, %edit opens up an empty editor with a
2293 2293 temporary file and will execute the contents of this file when you
2294 2294 close it (don't forget to save it!).
2295 2295
2296 2296
2297 2297 Options:
2298 2298
2299 2299 -n <number>: open the editor at a specified line number. By default,
2300 2300 the IPython editor hook uses the unix syntax 'editor +N filename', but
2301 2301 you can configure this by providing your own modified hook if your
2302 2302 favorite editor supports line-number specifications with a different
2303 2303 syntax.
2304 2304
2305 2305 -p: this will call the editor with the same data as the previous time
2306 2306 it was used, regardless of how long ago (in your current session) it
2307 2307 was.
2308 2308
2309 2309 -r: use 'raw' input. This option only applies to input taken from the
2310 2310 user's history. By default, the 'processed' history is used, so that
2311 2311 magics are loaded in their transformed version to valid Python. If
2312 2312 this option is given, the raw input as typed as the command line is
2313 2313 used instead. When you exit the editor, it will be executed by
2314 2314 IPython's own processor.
2315 2315
2316 2316 -x: do not execute the edited code immediately upon exit. This is
2317 2317 mainly useful if you are editing programs which need to be called with
2318 2318 command line arguments, which you can then do using %run.
2319 2319
2320 2320
2321 2321 Arguments:
2322 2322
2323 2323 If arguments are given, the following possibilites exist:
2324 2324
2325 2325 - If the argument is a filename, IPython will load that into the
2326 2326 editor. It will execute its contents with execfile() when you exit,
2327 2327 loading any code in the file into your interactive namespace.
2328 2328
2329 2329 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2330 2330 The syntax is the same as in the %history magic.
2331 2331
2332 2332 - If the argument is a string variable, its contents are loaded
2333 2333 into the editor. You can thus edit any string which contains
2334 2334 python code (including the result of previous edits).
2335 2335
2336 2336 - If the argument is the name of an object (other than a string),
2337 2337 IPython will try to locate the file where it was defined and open the
2338 2338 editor at the point where it is defined. You can use `%edit function`
2339 2339 to load an editor exactly at the point where 'function' is defined,
2340 2340 edit it and have the file be executed automatically.
2341 2341
2342 2342 - If the object is a macro (see %macro for details), this opens up your
2343 2343 specified editor with a temporary file containing the macro's data.
2344 2344 Upon exit, the macro is reloaded with the contents of the file.
2345 2345
2346 2346 Note: opening at an exact line is only supported under Unix, and some
2347 2347 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2348 2348 '+NUMBER' parameter necessary for this feature. Good editors like
2349 2349 (X)Emacs, vi, jed, pico and joe all do.
2350 2350
2351 2351 After executing your code, %edit will return as output the code you
2352 2352 typed in the editor (except when it was an existing file). This way
2353 2353 you can reload the code in further invocations of %edit as a variable,
2354 2354 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2355 2355 the output.
2356 2356
2357 2357 Note that %edit is also available through the alias %ed.
2358 2358
2359 2359 This is an example of creating a simple function inside the editor and
2360 2360 then modifying it. First, start up the editor:
2361 2361
2362 2362 In [1]: ed
2363 2363 Editing... done. Executing edited code...
2364 2364 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2365 2365
2366 2366 We can then call the function foo():
2367 2367
2368 2368 In [2]: foo()
2369 2369 foo() was defined in an editing session
2370 2370
2371 2371 Now we edit foo. IPython automatically loads the editor with the
2372 2372 (temporary) file where foo() was previously defined:
2373 2373
2374 2374 In [3]: ed foo
2375 2375 Editing... done. Executing edited code...
2376 2376
2377 2377 And if we call foo() again we get the modified version:
2378 2378
2379 2379 In [4]: foo()
2380 2380 foo() has now been changed!
2381 2381
2382 2382 Here is an example of how to edit a code snippet successive
2383 2383 times. First we call the editor:
2384 2384
2385 2385 In [5]: ed
2386 2386 Editing... done. Executing edited code...
2387 2387 hello
2388 2388 Out[5]: "print 'hello'n"
2389 2389
2390 2390 Now we call it again with the previous output (stored in _):
2391 2391
2392 2392 In [6]: ed _
2393 2393 Editing... done. Executing edited code...
2394 2394 hello world
2395 2395 Out[6]: "print 'hello world'n"
2396 2396
2397 2397 Now we call it with the output #8 (stored in _8, also as Out[8]):
2398 2398
2399 2399 In [7]: ed _8
2400 2400 Editing... done. Executing edited code...
2401 2401 hello again
2402 2402 Out[7]: "print 'hello again'n"
2403 2403
2404 2404
2405 2405 Changing the default editor hook:
2406 2406
2407 2407 If you wish to write your own editor hook, you can put it in a
2408 2408 configuration file which you load at startup time. The default hook
2409 2409 is defined in the IPython.core.hooks module, and you can use that as a
2410 2410 starting example for further modifications. That file also has
2411 2411 general instructions on how to set a new hook for use once you've
2412 2412 defined it."""
2413 2413 opts,args = self.parse_options(parameter_s,'prxn:')
2414 2414
2415 2415 try:
2416 2416 filename, lineno, is_temp = self._find_edit_target(args, opts, last_call)
2417 2417 except MacroToEdit as e:
2418 2418 self._edit_macro(args, e.args[0])
2419 2419 return
2420 2420
2421 2421 # do actual editing here
2422 2422 print 'Editing...',
2423 2423 sys.stdout.flush()
2424 2424 try:
2425 2425 # Quote filenames that may have spaces in them
2426 2426 if ' ' in filename:
2427 2427 filename = "'%s'" % filename
2428 2428 self.shell.hooks.editor(filename,lineno)
2429 2429 except TryNext:
2430 2430 warn('Could not open editor')
2431 2431 return
2432 2432
2433 2433 # XXX TODO: should this be generalized for all string vars?
2434 2434 # For now, this is special-cased to blocks created by cpaste
2435 2435 if args.strip() == 'pasted_block':
2436 2436 self.shell.user_ns['pasted_block'] = file_read(filename)
2437 2437
2438 2438 if 'x' in opts: # -x prevents actual execution
2439 2439 print
2440 2440 else:
2441 2441 print 'done. Executing edited code...'
2442 2442 if 'r' in opts: # Untranslated IPython code
2443 2443 self.shell.run_cell(file_read(filename),
2444 2444 store_history=False)
2445 2445 else:
2446 2446 self.shell.safe_execfile(filename,self.shell.user_ns,
2447 2447 self.shell.user_ns)
2448 2448
2449 2449 if is_temp:
2450 2450 try:
2451 2451 return open(filename).read()
2452 2452 except IOError,msg:
2453 2453 if msg.filename == filename:
2454 2454 warn('File not found. Did you forget to save?')
2455 2455 return
2456 2456 else:
2457 2457 self.shell.showtraceback()
2458 2458
2459 2459 def magic_xmode(self,parameter_s = ''):
2460 2460 """Switch modes for the exception handlers.
2461 2461
2462 2462 Valid modes: Plain, Context and Verbose.
2463 2463
2464 2464 If called without arguments, acts as a toggle."""
2465 2465
2466 2466 def xmode_switch_err(name):
2467 2467 warn('Error changing %s exception modes.\n%s' %
2468 2468 (name,sys.exc_info()[1]))
2469 2469
2470 2470 shell = self.shell
2471 2471 new_mode = parameter_s.strip().capitalize()
2472 2472 try:
2473 2473 shell.InteractiveTB.set_mode(mode=new_mode)
2474 2474 print 'Exception reporting mode:',shell.InteractiveTB.mode
2475 2475 except:
2476 2476 xmode_switch_err('user')
2477 2477
2478 2478 def magic_colors(self,parameter_s = ''):
2479 2479 """Switch color scheme for prompts, info system and exception handlers.
2480 2480
2481 2481 Currently implemented schemes: NoColor, Linux, LightBG.
2482 2482
2483 2483 Color scheme names are not case-sensitive.
2484 2484
2485 2485 Examples
2486 2486 --------
2487 2487 To get a plain black and white terminal::
2488 2488
2489 2489 %colors nocolor
2490 2490 """
2491 2491
2492 2492 def color_switch_err(name):
2493 2493 warn('Error changing %s color schemes.\n%s' %
2494 2494 (name,sys.exc_info()[1]))
2495 2495
2496 2496
2497 2497 new_scheme = parameter_s.strip()
2498 2498 if not new_scheme:
2499 2499 raise UsageError(
2500 2500 "%colors: you must specify a color scheme. See '%colors?'")
2501 2501 return
2502 2502 # local shortcut
2503 2503 shell = self.shell
2504 2504
2505 2505 import IPython.utils.rlineimpl as readline
2506 2506
2507 2507 if not shell.colors_force and \
2508 2508 not readline.have_readline and sys.platform == "win32":
2509 2509 msg = """\
2510 2510 Proper color support under MS Windows requires the pyreadline library.
2511 2511 You can find it at:
2512 2512 http://ipython.org/pyreadline.html
2513 2513 Gary's readline needs the ctypes module, from:
2514 2514 http://starship.python.net/crew/theller/ctypes
2515 2515 (Note that ctypes is already part of Python versions 2.5 and newer).
2516 2516
2517 2517 Defaulting color scheme to 'NoColor'"""
2518 2518 new_scheme = 'NoColor'
2519 2519 warn(msg)
2520 2520
2521 2521 # readline option is 0
2522 2522 if not shell.colors_force and not shell.has_readline:
2523 2523 new_scheme = 'NoColor'
2524 2524
2525 2525 # Set prompt colors
2526 2526 try:
2527 2527 shell.displayhook.set_colors(new_scheme)
2528 2528 except:
2529 2529 color_switch_err('prompt')
2530 2530 else:
2531 2531 shell.colors = \
2532 2532 shell.displayhook.color_table.active_scheme_name
2533 2533 # Set exception colors
2534 2534 try:
2535 2535 shell.InteractiveTB.set_colors(scheme = new_scheme)
2536 2536 shell.SyntaxTB.set_colors(scheme = new_scheme)
2537 2537 except:
2538 2538 color_switch_err('exception')
2539 2539
2540 2540 # Set info (for 'object?') colors
2541 2541 if shell.color_info:
2542 2542 try:
2543 2543 shell.inspector.set_active_scheme(new_scheme)
2544 2544 except:
2545 2545 color_switch_err('object inspector')
2546 2546 else:
2547 2547 shell.inspector.set_active_scheme('NoColor')
2548 2548
2549 2549 def magic_pprint(self, parameter_s=''):
2550 2550 """Toggle pretty printing on/off."""
2551 2551 ptformatter = self.shell.display_formatter.formatters['text/plain']
2552 2552 ptformatter.pprint = bool(1 - ptformatter.pprint)
2553 2553 print 'Pretty printing has been turned', \
2554 2554 ['OFF','ON'][ptformatter.pprint]
2555 2555
2556 2556 #......................................................................
2557 2557 # Functions to implement unix shell-type things
2558 2558
2559 2559 @skip_doctest
2560 2560 def magic_alias(self, parameter_s = ''):
2561 2561 """Define an alias for a system command.
2562 2562
2563 2563 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2564 2564
2565 2565 Then, typing 'alias_name params' will execute the system command 'cmd
2566 2566 params' (from your underlying operating system).
2567 2567
2568 2568 Aliases have lower precedence than magic functions and Python normal
2569 2569 variables, so if 'foo' is both a Python variable and an alias, the
2570 2570 alias can not be executed until 'del foo' removes the Python variable.
2571 2571
2572 2572 You can use the %l specifier in an alias definition to represent the
2573 2573 whole line when the alias is called. For example:
2574 2574
2575 2575 In [2]: alias bracket echo "Input in brackets: <%l>"
2576 2576 In [3]: bracket hello world
2577 2577 Input in brackets: <hello world>
2578 2578
2579 2579 You can also define aliases with parameters using %s specifiers (one
2580 2580 per parameter):
2581 2581
2582 2582 In [1]: alias parts echo first %s second %s
2583 2583 In [2]: %parts A B
2584 2584 first A second B
2585 2585 In [3]: %parts A
2586 2586 Incorrect number of arguments: 2 expected.
2587 2587 parts is an alias to: 'echo first %s second %s'
2588 2588
2589 2589 Note that %l and %s are mutually exclusive. You can only use one or
2590 2590 the other in your aliases.
2591 2591
2592 2592 Aliases expand Python variables just like system calls using ! or !!
2593 2593 do: all expressions prefixed with '$' get expanded. For details of
2594 2594 the semantic rules, see PEP-215:
2595 2595 http://www.python.org/peps/pep-0215.html. This is the library used by
2596 2596 IPython for variable expansion. If you want to access a true shell
2597 2597 variable, an extra $ is necessary to prevent its expansion by IPython:
2598 2598
2599 2599 In [6]: alias show echo
2600 2600 In [7]: PATH='A Python string'
2601 2601 In [8]: show $PATH
2602 2602 A Python string
2603 2603 In [9]: show $$PATH
2604 2604 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2605 2605
2606 2606 You can use the alias facility to acess all of $PATH. See the %rehash
2607 2607 and %rehashx functions, which automatically create aliases for the
2608 2608 contents of your $PATH.
2609 2609
2610 2610 If called with no parameters, %alias prints the current alias table."""
2611 2611
2612 2612 par = parameter_s.strip()
2613 2613 if not par:
2614 2614 stored = self.db.get('stored_aliases', {} )
2615 2615 aliases = sorted(self.shell.alias_manager.aliases)
2616 2616 # for k, v in stored:
2617 2617 # atab.append(k, v[0])
2618 2618
2619 2619 print "Total number of aliases:", len(aliases)
2620 2620 sys.stdout.flush()
2621 2621 return aliases
2622 2622
2623 2623 # Now try to define a new one
2624 2624 try:
2625 2625 alias,cmd = par.split(None, 1)
2626 2626 except:
2627 2627 print oinspect.getdoc(self.magic_alias)
2628 2628 else:
2629 2629 self.shell.alias_manager.soft_define_alias(alias, cmd)
2630 2630 # end magic_alias
2631 2631
2632 2632 def magic_unalias(self, parameter_s = ''):
2633 2633 """Remove an alias"""
2634 2634
2635 2635 aname = parameter_s.strip()
2636 2636 self.shell.alias_manager.undefine_alias(aname)
2637 2637 stored = self.db.get('stored_aliases', {} )
2638 2638 if aname in stored:
2639 2639 print "Removing %stored alias",aname
2640 2640 del stored[aname]
2641 2641 self.db['stored_aliases'] = stored
2642 2642
2643 2643 def magic_rehashx(self, parameter_s = ''):
2644 2644 """Update the alias table with all executable files in $PATH.
2645 2645
2646 2646 This version explicitly checks that every entry in $PATH is a file
2647 2647 with execute access (os.X_OK), so it is much slower than %rehash.
2648 2648
2649 2649 Under Windows, it checks executability as a match agains a
2650 2650 '|'-separated string of extensions, stored in the IPython config
2651 2651 variable win_exec_ext. This defaults to 'exe|com|bat'.
2652 2652
2653 2653 This function also resets the root module cache of module completer,
2654 2654 used on slow filesystems.
2655 2655 """
2656 2656 from IPython.core.alias import InvalidAliasError
2657 2657
2658 2658 # for the benefit of module completer in ipy_completers.py
2659 2659 del self.db['rootmodules']
2660 2660
2661 2661 path = [os.path.abspath(os.path.expanduser(p)) for p in
2662 2662 os.environ.get('PATH','').split(os.pathsep)]
2663 2663 path = filter(os.path.isdir,path)
2664 2664
2665 2665 syscmdlist = []
2666 2666 # Now define isexec in a cross platform manner.
2667 2667 if os.name == 'posix':
2668 2668 isexec = lambda fname:os.path.isfile(fname) and \
2669 2669 os.access(fname,os.X_OK)
2670 2670 else:
2671 2671 try:
2672 2672 winext = os.environ['pathext'].replace(';','|').replace('.','')
2673 2673 except KeyError:
2674 2674 winext = 'exe|com|bat|py'
2675 2675 if 'py' not in winext:
2676 2676 winext += '|py'
2677 2677 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2678 2678 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2679 2679 savedir = os.getcwdu()
2680 2680
2681 2681 # Now walk the paths looking for executables to alias.
2682 2682 try:
2683 2683 # write the whole loop for posix/Windows so we don't have an if in
2684 2684 # the innermost part
2685 2685 if os.name == 'posix':
2686 2686 for pdir in path:
2687 2687 os.chdir(pdir)
2688 2688 for ff in os.listdir(pdir):
2689 2689 if isexec(ff):
2690 2690 try:
2691 2691 # Removes dots from the name since ipython
2692 2692 # will assume names with dots to be python.
2693 2693 self.shell.alias_manager.define_alias(
2694 2694 ff.replace('.',''), ff)
2695 2695 except InvalidAliasError:
2696 2696 pass
2697 2697 else:
2698 2698 syscmdlist.append(ff)
2699 2699 else:
2700 2700 no_alias = self.shell.alias_manager.no_alias
2701 2701 for pdir in path:
2702 2702 os.chdir(pdir)
2703 2703 for ff in os.listdir(pdir):
2704 2704 base, ext = os.path.splitext(ff)
2705 2705 if isexec(ff) and base.lower() not in no_alias:
2706 2706 if ext.lower() == '.exe':
2707 2707 ff = base
2708 2708 try:
2709 2709 # Removes dots from the name since ipython
2710 2710 # will assume names with dots to be python.
2711 2711 self.shell.alias_manager.define_alias(
2712 2712 base.lower().replace('.',''), ff)
2713 2713 except InvalidAliasError:
2714 2714 pass
2715 2715 syscmdlist.append(ff)
2716 2716 db = self.db
2717 2717 db['syscmdlist'] = syscmdlist
2718 2718 finally:
2719 2719 os.chdir(savedir)
2720 2720
2721 2721 @skip_doctest
2722 2722 def magic_pwd(self, parameter_s = ''):
2723 2723 """Return the current working directory path.
2724 2724
2725 2725 Examples
2726 2726 --------
2727 2727 ::
2728 2728
2729 2729 In [9]: pwd
2730 2730 Out[9]: '/home/tsuser/sprint/ipython'
2731 2731 """
2732 2732 return os.getcwdu()
2733 2733
2734 2734 @skip_doctest
2735 2735 def magic_cd(self, parameter_s=''):
2736 2736 """Change the current working directory.
2737 2737
2738 2738 This command automatically maintains an internal list of directories
2739 2739 you visit during your IPython session, in the variable _dh. The
2740 2740 command %dhist shows this history nicely formatted. You can also
2741 2741 do 'cd -<tab>' to see directory history conveniently.
2742 2742
2743 2743 Usage:
2744 2744
2745 2745 cd 'dir': changes to directory 'dir'.
2746 2746
2747 2747 cd -: changes to the last visited directory.
2748 2748
2749 2749 cd -<n>: changes to the n-th directory in the directory history.
2750 2750
2751 2751 cd --foo: change to directory that matches 'foo' in history
2752 2752
2753 2753 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2754 2754 (note: cd <bookmark_name> is enough if there is no
2755 2755 directory <bookmark_name>, but a bookmark with the name exists.)
2756 2756 'cd -b <tab>' allows you to tab-complete bookmark names.
2757 2757
2758 2758 Options:
2759 2759
2760 2760 -q: quiet. Do not print the working directory after the cd command is
2761 2761 executed. By default IPython's cd command does print this directory,
2762 2762 since the default prompts do not display path information.
2763 2763
2764 2764 Note that !cd doesn't work for this purpose because the shell where
2765 2765 !command runs is immediately discarded after executing 'command'.
2766 2766
2767 2767 Examples
2768 2768 --------
2769 2769 ::
2770 2770
2771 2771 In [10]: cd parent/child
2772 2772 /home/tsuser/parent/child
2773 2773 """
2774 2774
2775 2775 parameter_s = parameter_s.strip()
2776 2776 #bkms = self.shell.persist.get("bookmarks",{})
2777 2777
2778 2778 oldcwd = os.getcwdu()
2779 2779 numcd = re.match(r'(-)(\d+)$',parameter_s)
2780 2780 # jump in directory history by number
2781 2781 if numcd:
2782 2782 nn = int(numcd.group(2))
2783 2783 try:
2784 2784 ps = self.shell.user_ns['_dh'][nn]
2785 2785 except IndexError:
2786 2786 print 'The requested directory does not exist in history.'
2787 2787 return
2788 2788 else:
2789 2789 opts = {}
2790 2790 elif parameter_s.startswith('--'):
2791 2791 ps = None
2792 2792 fallback = None
2793 2793 pat = parameter_s[2:]
2794 2794 dh = self.shell.user_ns['_dh']
2795 2795 # first search only by basename (last component)
2796 2796 for ent in reversed(dh):
2797 2797 if pat in os.path.basename(ent) and os.path.isdir(ent):
2798 2798 ps = ent
2799 2799 break
2800 2800
2801 2801 if fallback is None and pat in ent and os.path.isdir(ent):
2802 2802 fallback = ent
2803 2803
2804 2804 # if we have no last part match, pick the first full path match
2805 2805 if ps is None:
2806 2806 ps = fallback
2807 2807
2808 2808 if ps is None:
2809 2809 print "No matching entry in directory history"
2810 2810 return
2811 2811 else:
2812 2812 opts = {}
2813 2813
2814 2814
2815 2815 else:
2816 2816 #turn all non-space-escaping backslashes to slashes,
2817 2817 # for c:\windows\directory\names\
2818 2818 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2819 2819 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2820 2820 # jump to previous
2821 2821 if ps == '-':
2822 2822 try:
2823 2823 ps = self.shell.user_ns['_dh'][-2]
2824 2824 except IndexError:
2825 2825 raise UsageError('%cd -: No previous directory to change to.')
2826 2826 # jump to bookmark if needed
2827 2827 else:
2828 2828 if not os.path.isdir(ps) or opts.has_key('b'):
2829 2829 bkms = self.db.get('bookmarks', {})
2830 2830
2831 2831 if bkms.has_key(ps):
2832 2832 target = bkms[ps]
2833 2833 print '(bookmark:%s) -> %s' % (ps,target)
2834 2834 ps = target
2835 2835 else:
2836 2836 if opts.has_key('b'):
2837 2837 raise UsageError("Bookmark '%s' not found. "
2838 2838 "Use '%%bookmark -l' to see your bookmarks." % ps)
2839 2839
2840 2840 # strip extra quotes on Windows, because os.chdir doesn't like them
2841 2841 ps = unquote_filename(ps)
2842 2842 # at this point ps should point to the target dir
2843 2843 if ps:
2844 2844 try:
2845 2845 os.chdir(os.path.expanduser(ps))
2846 2846 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2847 2847 set_term_title('IPython: ' + abbrev_cwd())
2848 2848 except OSError:
2849 2849 print sys.exc_info()[1]
2850 2850 else:
2851 2851 cwd = os.getcwdu()
2852 2852 dhist = self.shell.user_ns['_dh']
2853 2853 if oldcwd != cwd:
2854 2854 dhist.append(cwd)
2855 2855 self.db['dhist'] = compress_dhist(dhist)[-100:]
2856 2856
2857 2857 else:
2858 2858 os.chdir(self.shell.home_dir)
2859 2859 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2860 2860 set_term_title('IPython: ' + '~')
2861 2861 cwd = os.getcwdu()
2862 2862 dhist = self.shell.user_ns['_dh']
2863 2863
2864 2864 if oldcwd != cwd:
2865 2865 dhist.append(cwd)
2866 2866 self.db['dhist'] = compress_dhist(dhist)[-100:]
2867 2867 if not 'q' in opts and self.shell.user_ns['_dh']:
2868 2868 print self.shell.user_ns['_dh'][-1]
2869 2869
2870 2870
2871 2871 def magic_env(self, parameter_s=''):
2872 2872 """List environment variables."""
2873 2873
2874 2874 return os.environ.data
2875 2875
2876 2876 def magic_pushd(self, parameter_s=''):
2877 2877 """Place the current dir on stack and change directory.
2878 2878
2879 2879 Usage:\\
2880 2880 %pushd ['dirname']
2881 2881 """
2882 2882
2883 2883 dir_s = self.shell.dir_stack
2884 2884 tgt = os.path.expanduser(unquote_filename(parameter_s))
2885 2885 cwd = os.getcwdu().replace(self.home_dir,'~')
2886 2886 if tgt:
2887 2887 self.magic_cd(parameter_s)
2888 2888 dir_s.insert(0,cwd)
2889 2889 return self.magic_dirs()
2890 2890
2891 2891 def magic_popd(self, parameter_s=''):
2892 2892 """Change to directory popped off the top of the stack.
2893 2893 """
2894 2894 if not self.shell.dir_stack:
2895 2895 raise UsageError("%popd on empty stack")
2896 2896 top = self.shell.dir_stack.pop(0)
2897 2897 self.magic_cd(top)
2898 2898 print "popd ->",top
2899 2899
2900 2900 def magic_dirs(self, parameter_s=''):
2901 2901 """Return the current directory stack."""
2902 2902
2903 2903 return self.shell.dir_stack
2904 2904
2905 2905 def magic_dhist(self, parameter_s=''):
2906 2906 """Print your history of visited directories.
2907 2907
2908 2908 %dhist -> print full history\\
2909 2909 %dhist n -> print last n entries only\\
2910 2910 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2911 2911
2912 2912 This history is automatically maintained by the %cd command, and
2913 2913 always available as the global list variable _dh. You can use %cd -<n>
2914 2914 to go to directory number <n>.
2915 2915
2916 2916 Note that most of time, you should view directory history by entering
2917 2917 cd -<TAB>.
2918 2918
2919 2919 """
2920 2920
2921 2921 dh = self.shell.user_ns['_dh']
2922 2922 if parameter_s:
2923 2923 try:
2924 2924 args = map(int,parameter_s.split())
2925 2925 except:
2926 2926 self.arg_err(Magic.magic_dhist)
2927 2927 return
2928 2928 if len(args) == 1:
2929 2929 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2930 2930 elif len(args) == 2:
2931 2931 ini,fin = args
2932 2932 else:
2933 2933 self.arg_err(Magic.magic_dhist)
2934 2934 return
2935 2935 else:
2936 2936 ini,fin = 0,len(dh)
2937 2937 nlprint(dh,
2938 2938 header = 'Directory history (kept in _dh)',
2939 2939 start=ini,stop=fin)
2940 2940
2941 2941 @skip_doctest
2942 2942 def magic_sc(self, parameter_s=''):
2943 2943 """Shell capture - execute a shell command and capture its output.
2944 2944
2945 2945 DEPRECATED. Suboptimal, retained for backwards compatibility.
2946 2946
2947 2947 You should use the form 'var = !command' instead. Example:
2948 2948
2949 2949 "%sc -l myfiles = ls ~" should now be written as
2950 2950
2951 2951 "myfiles = !ls ~"
2952 2952
2953 2953 myfiles.s, myfiles.l and myfiles.n still apply as documented
2954 2954 below.
2955 2955
2956 2956 --
2957 2957 %sc [options] varname=command
2958 2958
2959 2959 IPython will run the given command using commands.getoutput(), and
2960 2960 will then update the user's interactive namespace with a variable
2961 2961 called varname, containing the value of the call. Your command can
2962 2962 contain shell wildcards, pipes, etc.
2963 2963
2964 2964 The '=' sign in the syntax is mandatory, and the variable name you
2965 2965 supply must follow Python's standard conventions for valid names.
2966 2966
2967 2967 (A special format without variable name exists for internal use)
2968 2968
2969 2969 Options:
2970 2970
2971 2971 -l: list output. Split the output on newlines into a list before
2972 2972 assigning it to the given variable. By default the output is stored
2973 2973 as a single string.
2974 2974
2975 2975 -v: verbose. Print the contents of the variable.
2976 2976
2977 2977 In most cases you should not need to split as a list, because the
2978 2978 returned value is a special type of string which can automatically
2979 2979 provide its contents either as a list (split on newlines) or as a
2980 2980 space-separated string. These are convenient, respectively, either
2981 2981 for sequential processing or to be passed to a shell command.
2982 2982
2983 2983 For example:
2984 2984
2985 2985 # all-random
2986 2986
2987 2987 # Capture into variable a
2988 2988 In [1]: sc a=ls *py
2989 2989
2990 2990 # a is a string with embedded newlines
2991 2991 In [2]: a
2992 2992 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2993 2993
2994 2994 # which can be seen as a list:
2995 2995 In [3]: a.l
2996 2996 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2997 2997
2998 2998 # or as a whitespace-separated string:
2999 2999 In [4]: a.s
3000 3000 Out[4]: 'setup.py win32_manual_post_install.py'
3001 3001
3002 3002 # a.s is useful to pass as a single command line:
3003 3003 In [5]: !wc -l $a.s
3004 3004 146 setup.py
3005 3005 130 win32_manual_post_install.py
3006 3006 276 total
3007 3007
3008 3008 # while the list form is useful to loop over:
3009 3009 In [6]: for f in a.l:
3010 3010 ...: !wc -l $f
3011 3011 ...:
3012 3012 146 setup.py
3013 3013 130 win32_manual_post_install.py
3014 3014
3015 3015 Similiarly, the lists returned by the -l option are also special, in
3016 3016 the sense that you can equally invoke the .s attribute on them to
3017 3017 automatically get a whitespace-separated string from their contents:
3018 3018
3019 3019 In [7]: sc -l b=ls *py
3020 3020
3021 3021 In [8]: b
3022 3022 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3023 3023
3024 3024 In [9]: b.s
3025 3025 Out[9]: 'setup.py win32_manual_post_install.py'
3026 3026
3027 3027 In summary, both the lists and strings used for ouptut capture have
3028 3028 the following special attributes:
3029 3029
3030 3030 .l (or .list) : value as list.
3031 3031 .n (or .nlstr): value as newline-separated string.
3032 3032 .s (or .spstr): value as space-separated string.
3033 3033 """
3034 3034
3035 3035 opts,args = self.parse_options(parameter_s,'lv')
3036 3036 # Try to get a variable name and command to run
3037 3037 try:
3038 3038 # the variable name must be obtained from the parse_options
3039 3039 # output, which uses shlex.split to strip options out.
3040 3040 var,_ = args.split('=',1)
3041 3041 var = var.strip()
3042 3042 # But the the command has to be extracted from the original input
3043 3043 # parameter_s, not on what parse_options returns, to avoid the
3044 3044 # quote stripping which shlex.split performs on it.
3045 3045 _,cmd = parameter_s.split('=',1)
3046 3046 except ValueError:
3047 3047 var,cmd = '',''
3048 3048 # If all looks ok, proceed
3049 3049 split = 'l' in opts
3050 3050 out = self.shell.getoutput(cmd, split=split)
3051 3051 if opts.has_key('v'):
3052 3052 print '%s ==\n%s' % (var,pformat(out))
3053 3053 if var:
3054 3054 self.shell.user_ns.update({var:out})
3055 3055 else:
3056 3056 return out
3057 3057
3058 3058 def magic_sx(self, parameter_s=''):
3059 3059 """Shell execute - run a shell command and capture its output.
3060 3060
3061 3061 %sx command
3062 3062
3063 3063 IPython will run the given command using commands.getoutput(), and
3064 3064 return the result formatted as a list (split on '\\n'). Since the
3065 3065 output is _returned_, it will be stored in ipython's regular output
3066 3066 cache Out[N] and in the '_N' automatic variables.
3067 3067
3068 3068 Notes:
3069 3069
3070 3070 1) If an input line begins with '!!', then %sx is automatically
3071 3071 invoked. That is, while:
3072 3072 !ls
3073 3073 causes ipython to simply issue system('ls'), typing
3074 3074 !!ls
3075 3075 is a shorthand equivalent to:
3076 3076 %sx ls
3077 3077
3078 3078 2) %sx differs from %sc in that %sx automatically splits into a list,
3079 3079 like '%sc -l'. The reason for this is to make it as easy as possible
3080 3080 to process line-oriented shell output via further python commands.
3081 3081 %sc is meant to provide much finer control, but requires more
3082 3082 typing.
3083 3083
3084 3084 3) Just like %sc -l, this is a list with special attributes:
3085 3085
3086 3086 .l (or .list) : value as list.
3087 3087 .n (or .nlstr): value as newline-separated string.
3088 3088 .s (or .spstr): value as whitespace-separated string.
3089 3089
3090 3090 This is very useful when trying to use such lists as arguments to
3091 3091 system commands."""
3092 3092
3093 3093 if parameter_s:
3094 3094 return self.shell.getoutput(parameter_s)
3095 3095
3096 3096
3097 3097 def magic_bookmark(self, parameter_s=''):
3098 3098 """Manage IPython's bookmark system.
3099 3099
3100 3100 %bookmark <name> - set bookmark to current dir
3101 3101 %bookmark <name> <dir> - set bookmark to <dir>
3102 3102 %bookmark -l - list all bookmarks
3103 3103 %bookmark -d <name> - remove bookmark
3104 3104 %bookmark -r - remove all bookmarks
3105 3105
3106 3106 You can later on access a bookmarked folder with:
3107 3107 %cd -b <name>
3108 3108 or simply '%cd <name>' if there is no directory called <name> AND
3109 3109 there is such a bookmark defined.
3110 3110
3111 3111 Your bookmarks persist through IPython sessions, but they are
3112 3112 associated with each profile."""
3113 3113
3114 3114 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3115 3115 if len(args) > 2:
3116 3116 raise UsageError("%bookmark: too many arguments")
3117 3117
3118 3118 bkms = self.db.get('bookmarks',{})
3119 3119
3120 3120 if opts.has_key('d'):
3121 3121 try:
3122 3122 todel = args[0]
3123 3123 except IndexError:
3124 3124 raise UsageError(
3125 3125 "%bookmark -d: must provide a bookmark to delete")
3126 3126 else:
3127 3127 try:
3128 3128 del bkms[todel]
3129 3129 except KeyError:
3130 3130 raise UsageError(
3131 3131 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3132 3132
3133 3133 elif opts.has_key('r'):
3134 3134 bkms = {}
3135 3135 elif opts.has_key('l'):
3136 3136 bks = bkms.keys()
3137 3137 bks.sort()
3138 3138 if bks:
3139 3139 size = max(map(len,bks))
3140 3140 else:
3141 3141 size = 0
3142 3142 fmt = '%-'+str(size)+'s -> %s'
3143 3143 print 'Current bookmarks:'
3144 3144 for bk in bks:
3145 3145 print fmt % (bk,bkms[bk])
3146 3146 else:
3147 3147 if not args:
3148 3148 raise UsageError("%bookmark: You must specify the bookmark name")
3149 3149 elif len(args)==1:
3150 3150 bkms[args[0]] = os.getcwdu()
3151 3151 elif len(args)==2:
3152 3152 bkms[args[0]] = args[1]
3153 3153 self.db['bookmarks'] = bkms
3154 3154
3155 3155 def magic_pycat(self, parameter_s=''):
3156 3156 """Show a syntax-highlighted file through a pager.
3157 3157
3158 3158 This magic is similar to the cat utility, but it will assume the file
3159 3159 to be Python source and will show it with syntax highlighting. """
3160 3160
3161 3161 try:
3162 3162 filename = get_py_filename(parameter_s)
3163 3163 cont = file_read(filename)
3164 3164 except IOError:
3165 3165 try:
3166 3166 cont = eval(parameter_s,self.user_ns)
3167 3167 except NameError:
3168 3168 cont = None
3169 3169 if cont is None:
3170 3170 print "Error: no such file or variable"
3171 3171 return
3172 3172
3173 3173 page.page(self.shell.pycolorize(cont))
3174 3174
3175 3175 def _rerun_pasted(self):
3176 3176 """ Rerun a previously pasted command.
3177 3177 """
3178 3178 b = self.user_ns.get('pasted_block', None)
3179 3179 if b is None:
3180 3180 raise UsageError('No previous pasted block available')
3181 3181 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3182 3182 exec b in self.user_ns
3183 3183
3184 3184 def _get_pasted_lines(self, sentinel):
3185 3185 """ Yield pasted lines until the user enters the given sentinel value.
3186 3186 """
3187 3187 from IPython.core import interactiveshell
3188 3188 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3189 3189 while True:
3190 3190 try:
3191 3191 l = self.shell.raw_input_original(':')
3192 3192 if l == sentinel:
3193 3193 return
3194 3194 else:
3195 3195 yield l
3196 3196 except EOFError:
3197 print '<EOF>'
3197 3198 return
3198 3199
3199 3200 def _strip_pasted_lines_for_code(self, raw_lines):
3200 3201 """ Strip non-code parts of a sequence of lines to return a block of
3201 3202 code.
3202 3203 """
3203 3204 # Regular expressions that declare text we strip from the input:
3204 3205 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3205 3206 r'^\s*(\s?>)+', # Python input prompt
3206 3207 r'^\s*\.{3,}', # Continuation prompts
3207 3208 r'^\++',
3208 3209 ]
3209 3210
3210 3211 strip_from_start = map(re.compile,strip_re)
3211 3212
3212 3213 lines = []
3213 3214 for l in raw_lines:
3214 3215 for pat in strip_from_start:
3215 3216 l = pat.sub('',l)
3216 3217 lines.append(l)
3217 3218
3218 3219 block = "\n".join(lines) + '\n'
3219 3220 #print "block:\n",block
3220 3221 return block
3221 3222
3222 3223 def _execute_block(self, block, par):
3223 3224 """ Execute a block, or store it in a variable, per the user's request.
3224 3225 """
3225 3226 if not par:
3226 3227 b = textwrap.dedent(block)
3227 3228 self.user_ns['pasted_block'] = b
3228 3229 exec b in self.user_ns
3229 3230 else:
3230 3231 self.user_ns[par] = SList(block.splitlines())
3231 3232 print "Block assigned to '%s'" % par
3232 3233
3233 3234 def magic_quickref(self,arg):
3234 3235 """ Show a quick reference sheet """
3235 3236 import IPython.core.usage
3236 3237 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3237 3238
3238 3239 page.page(qr)
3239 3240
3240 3241 def magic_doctest_mode(self,parameter_s=''):
3241 3242 """Toggle doctest mode on and off.
3242 3243
3243 3244 This mode is intended to make IPython behave as much as possible like a
3244 3245 plain Python shell, from the perspective of how its prompts, exceptions
3245 3246 and output look. This makes it easy to copy and paste parts of a
3246 3247 session into doctests. It does so by:
3247 3248
3248 3249 - Changing the prompts to the classic ``>>>`` ones.
3249 3250 - Changing the exception reporting mode to 'Plain'.
3250 3251 - Disabling pretty-printing of output.
3251 3252
3252 3253 Note that IPython also supports the pasting of code snippets that have
3253 3254 leading '>>>' and '...' prompts in them. This means that you can paste
3254 3255 doctests from files or docstrings (even if they have leading
3255 3256 whitespace), and the code will execute correctly. You can then use
3256 3257 '%history -t' to see the translated history; this will give you the
3257 3258 input after removal of all the leading prompts and whitespace, which
3258 3259 can be pasted back into an editor.
3259 3260
3260 3261 With these features, you can switch into this mode easily whenever you
3261 3262 need to do testing and changes to doctests, without having to leave
3262 3263 your existing IPython session.
3263 3264 """
3264 3265
3265 3266 from IPython.utils.ipstruct import Struct
3266 3267
3267 3268 # Shorthands
3268 3269 shell = self.shell
3269 3270 oc = shell.displayhook
3270 3271 meta = shell.meta
3271 3272 disp_formatter = self.shell.display_formatter
3272 3273 ptformatter = disp_formatter.formatters['text/plain']
3273 3274 # dstore is a data store kept in the instance metadata bag to track any
3274 3275 # changes we make, so we can undo them later.
3275 3276 dstore = meta.setdefault('doctest_mode',Struct())
3276 3277 save_dstore = dstore.setdefault
3277 3278
3278 3279 # save a few values we'll need to recover later
3279 3280 mode = save_dstore('mode',False)
3280 3281 save_dstore('rc_pprint',ptformatter.pprint)
3281 3282 save_dstore('xmode',shell.InteractiveTB.mode)
3282 3283 save_dstore('rc_separate_out',shell.separate_out)
3283 3284 save_dstore('rc_separate_out2',shell.separate_out2)
3284 3285 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3285 3286 save_dstore('rc_separate_in',shell.separate_in)
3286 3287 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3287 3288
3288 3289 if mode == False:
3289 3290 # turn on
3290 3291 oc.prompt1.p_template = '>>> '
3291 3292 oc.prompt2.p_template = '... '
3292 3293 oc.prompt_out.p_template = ''
3293 3294
3294 3295 # Prompt separators like plain python
3295 3296 oc.input_sep = oc.prompt1.sep = ''
3296 3297 oc.output_sep = ''
3297 3298 oc.output_sep2 = ''
3298 3299
3299 3300 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3300 3301 oc.prompt_out.pad_left = False
3301 3302
3302 3303 ptformatter.pprint = False
3303 3304 disp_formatter.plain_text_only = True
3304 3305
3305 3306 shell.magic_xmode('Plain')
3306 3307 else:
3307 3308 # turn off
3308 3309 oc.prompt1.p_template = shell.prompt_in1
3309 3310 oc.prompt2.p_template = shell.prompt_in2
3310 3311 oc.prompt_out.p_template = shell.prompt_out
3311 3312
3312 3313 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3313 3314
3314 3315 oc.output_sep = dstore.rc_separate_out
3315 3316 oc.output_sep2 = dstore.rc_separate_out2
3316 3317
3317 3318 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3318 3319 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3319 3320
3320 3321 ptformatter.pprint = dstore.rc_pprint
3321 3322 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3322 3323
3323 3324 shell.magic_xmode(dstore.xmode)
3324 3325
3325 3326 # Store new mode and inform
3326 3327 dstore.mode = bool(1-int(mode))
3327 3328 mode_label = ['OFF','ON'][dstore.mode]
3328 3329 print 'Doctest mode is:', mode_label
3329 3330
3330 3331 def magic_gui(self, parameter_s=''):
3331 3332 """Enable or disable IPython GUI event loop integration.
3332 3333
3333 3334 %gui [GUINAME]
3334 3335
3335 3336 This magic replaces IPython's threaded shells that were activated
3336 3337 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3337 3338 can now be enabled, disabled and changed at runtime and keyboard
3338 3339 interrupts should work without any problems. The following toolkits
3339 3340 are supported: wxPython, PyQt4, PyGTK, and Tk::
3340 3341
3341 3342 %gui wx # enable wxPython event loop integration
3342 3343 %gui qt4|qt # enable PyQt4 event loop integration
3343 3344 %gui gtk # enable PyGTK event loop integration
3344 3345 %gui tk # enable Tk event loop integration
3345 3346 %gui # disable all event loop integration
3346 3347
3347 3348 WARNING: after any of these has been called you can simply create
3348 3349 an application object, but DO NOT start the event loop yourself, as
3349 3350 we have already handled that.
3350 3351 """
3351 3352 from IPython.lib.inputhook import enable_gui
3352 3353 opts, arg = self.parse_options(parameter_s, '')
3353 3354 if arg=='': arg = None
3354 3355 return enable_gui(arg)
3355 3356
3356 3357 def magic_load_ext(self, module_str):
3357 3358 """Load an IPython extension by its module name."""
3358 3359 return self.extension_manager.load_extension(module_str)
3359 3360
3360 3361 def magic_unload_ext(self, module_str):
3361 3362 """Unload an IPython extension by its module name."""
3362 3363 self.extension_manager.unload_extension(module_str)
3363 3364
3364 3365 def magic_reload_ext(self, module_str):
3365 3366 """Reload an IPython extension by its module name."""
3366 3367 self.extension_manager.reload_extension(module_str)
3367 3368
3368 3369 @skip_doctest
3369 3370 def magic_install_profiles(self, s):
3370 3371 """Install the default IPython profiles into the .ipython dir.
3371 3372
3372 3373 If the default profiles have already been installed, they will not
3373 3374 be overwritten. You can force overwriting them by using the ``-o``
3374 3375 option::
3375 3376
3376 3377 In [1]: %install_profiles -o
3377 3378 """
3378 3379 if '-o' in s:
3379 3380 overwrite = True
3380 3381 else:
3381 3382 overwrite = False
3382 3383 from IPython.config import profile
3383 3384 profile_dir = os.path.dirname(profile.__file__)
3384 3385 ipython_dir = self.ipython_dir
3385 3386 print "Installing profiles to: %s [overwrite=%s]"%(ipython_dir,overwrite)
3386 3387 for src in os.listdir(profile_dir):
3387 3388 if src.startswith('profile_'):
3388 3389 name = src.replace('profile_', '')
3389 3390 print " %s"%name
3390 3391 pd = ProfileDir.create_profile_dir_by_name(ipython_dir, name)
3391 3392 pd.copy_config_file('ipython_config.py', path=src,
3392 3393 overwrite=overwrite)
3393 3394
3394 3395 @skip_doctest
3395 3396 def magic_install_default_config(self, s):
3396 3397 """Install IPython's default config file into the .ipython dir.
3397 3398
3398 3399 If the default config file (:file:`ipython_config.py`) is already
3399 3400 installed, it will not be overwritten. You can force overwriting
3400 3401 by using the ``-o`` option::
3401 3402
3402 3403 In [1]: %install_default_config
3403 3404 """
3404 3405 if '-o' in s:
3405 3406 overwrite = True
3406 3407 else:
3407 3408 overwrite = False
3408 3409 pd = self.shell.profile_dir
3409 3410 print "Installing default config file in: %s" % pd.location
3410 3411 pd.copy_config_file('ipython_config.py', overwrite=overwrite)
3411 3412
3412 3413 # Pylab support: simple wrappers that activate pylab, load gui input
3413 3414 # handling and modify slightly %run
3414 3415
3415 3416 @skip_doctest
3416 3417 def _pylab_magic_run(self, parameter_s=''):
3417 3418 Magic.magic_run(self, parameter_s,
3418 3419 runner=mpl_runner(self.shell.safe_execfile))
3419 3420
3420 3421 _pylab_magic_run.__doc__ = magic_run.__doc__
3421 3422
3422 3423 @skip_doctest
3423 3424 def magic_pylab(self, s):
3424 3425 """Load numpy and matplotlib to work interactively.
3425 3426
3426 3427 %pylab [GUINAME]
3427 3428
3428 3429 This function lets you activate pylab (matplotlib, numpy and
3429 3430 interactive support) at any point during an IPython session.
3430 3431
3431 3432 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3432 3433 pylab and mlab, as well as all names from numpy and pylab.
3433 3434
3434 3435 Parameters
3435 3436 ----------
3436 3437 guiname : optional
3437 3438 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3438 3439 'tk'). If given, the corresponding Matplotlib backend is used,
3439 3440 otherwise matplotlib's default (which you can override in your
3440 3441 matplotlib config file) is used.
3441 3442
3442 3443 Examples
3443 3444 --------
3444 3445 In this case, where the MPL default is TkAgg:
3445 3446 In [2]: %pylab
3446 3447
3447 3448 Welcome to pylab, a matplotlib-based Python environment.
3448 3449 Backend in use: TkAgg
3449 3450 For more information, type 'help(pylab)'.
3450 3451
3451 3452 But you can explicitly request a different backend:
3452 3453 In [3]: %pylab qt
3453 3454
3454 3455 Welcome to pylab, a matplotlib-based Python environment.
3455 3456 Backend in use: Qt4Agg
3456 3457 For more information, type 'help(pylab)'.
3457 3458 """
3458 3459
3459 3460 if Application.initialized():
3460 3461 app = Application.instance()
3461 3462 try:
3462 3463 import_all_status = app.pylab_import_all
3463 3464 except AttributeError:
3464 3465 import_all_status = True
3465 3466 else:
3466 3467 import_all_status = True
3467 3468
3468 3469 self.shell.enable_pylab(s,import_all=import_all_status)
3469 3470
3470 3471 def magic_tb(self, s):
3471 3472 """Print the last traceback with the currently active exception mode.
3472 3473
3473 3474 See %xmode for changing exception reporting modes."""
3474 3475 self.shell.showtraceback()
3475 3476
3476 3477 @skip_doctest
3477 3478 def magic_precision(self, s=''):
3478 3479 """Set floating point precision for pretty printing.
3479 3480
3480 3481 Can set either integer precision or a format string.
3481 3482
3482 3483 If numpy has been imported and precision is an int,
3483 3484 numpy display precision will also be set, via ``numpy.set_printoptions``.
3484 3485
3485 3486 If no argument is given, defaults will be restored.
3486 3487
3487 3488 Examples
3488 3489 --------
3489 3490 ::
3490 3491
3491 3492 In [1]: from math import pi
3492 3493
3493 3494 In [2]: %precision 3
3494 3495 Out[2]: u'%.3f'
3495 3496
3496 3497 In [3]: pi
3497 3498 Out[3]: 3.142
3498 3499
3499 3500 In [4]: %precision %i
3500 3501 Out[4]: u'%i'
3501 3502
3502 3503 In [5]: pi
3503 3504 Out[5]: 3
3504 3505
3505 3506 In [6]: %precision %e
3506 3507 Out[6]: u'%e'
3507 3508
3508 3509 In [7]: pi**10
3509 3510 Out[7]: 9.364805e+04
3510 3511
3511 3512 In [8]: %precision
3512 3513 Out[8]: u'%r'
3513 3514
3514 3515 In [9]: pi**10
3515 3516 Out[9]: 93648.047476082982
3516 3517
3517 3518 """
3518 3519
3519 3520 ptformatter = self.shell.display_formatter.formatters['text/plain']
3520 3521 ptformatter.float_precision = s
3521 3522 return ptformatter.float_format
3522 3523
3523 3524
3524 3525 @magic_arguments.magic_arguments()
3525 3526 @magic_arguments.argument(
3526 3527 '-e', '--export', action='store_true', default=False,
3527 3528 help='Export IPython history as a notebook. The filename argument '
3528 3529 'is used to specify the notebook name and format. For example '
3529 3530 'a filename of notebook.ipynb will result in a notebook name '
3530 3531 'of "notebook" and a format of "xml". Likewise using a ".json" '
3531 3532 'or ".py" file extension will write the notebook in the json '
3532 3533 'or py formats.'
3533 3534 )
3534 3535 @magic_arguments.argument(
3535 3536 '-f', '--format',
3536 3537 help='Convert an existing IPython notebook to a new format. This option '
3537 3538 'specifies the new format and can have the values: xml, json, py. '
3538 3539 'The target filename is choosen automatically based on the new '
3539 3540 'format. The filename argument gives the name of the source file.'
3540 3541 )
3541 3542 @magic_arguments.argument(
3542 3543 'filename', type=unicode,
3543 3544 help='Notebook name or filename'
3544 3545 )
3545 3546 def magic_notebook(self, s):
3546 3547 """Export and convert IPython notebooks.
3547 3548
3548 3549 This function can export the current IPython history to a notebook file
3549 3550 or can convert an existing notebook file into a different format. For
3550 3551 example, to export the history to "foo.ipynb" do "%notebook -e foo.ipynb".
3551 3552 To export the history to "foo.py" do "%notebook -e foo.py". To convert
3552 3553 "foo.ipynb" to "foo.json" do "%notebook -f json foo.ipynb". Possible
3553 3554 formats include (json/ipynb, py).
3554 3555 """
3555 3556 args = magic_arguments.parse_argstring(self.magic_notebook, s)
3556 3557
3557 3558 from IPython.nbformat import current
3558 3559 args.filename = unquote_filename(args.filename)
3559 3560 if args.export:
3560 3561 fname, name, format = current.parse_filename(args.filename)
3561 3562 cells = []
3562 3563 hist = list(self.history_manager.get_range())
3563 3564 for session, prompt_number, input in hist[:-1]:
3564 3565 cells.append(current.new_code_cell(prompt_number=prompt_number, input=input))
3565 3566 worksheet = current.new_worksheet(cells=cells)
3566 3567 nb = current.new_notebook(name=name,worksheets=[worksheet])
3567 3568 with open(fname, 'w') as f:
3568 3569 current.write(nb, f, format);
3569 3570 elif args.format is not None:
3570 3571 old_fname, old_name, old_format = current.parse_filename(args.filename)
3571 3572 new_format = args.format
3572 3573 if new_format == u'xml':
3573 3574 raise ValueError('Notebooks cannot be written as xml.')
3574 3575 elif new_format == u'ipynb' or new_format == u'json':
3575 3576 new_fname = old_name + u'.ipynb'
3576 3577 new_format = u'json'
3577 3578 elif new_format == u'py':
3578 3579 new_fname = old_name + u'.py'
3579 3580 else:
3580 3581 raise ValueError('Invalid notebook format: %s' % new_format)
3581 3582 with open(old_fname, 'r') as f:
3582 3583 s = f.read()
3583 3584 try:
3584 3585 nb = current.reads(s, old_format)
3585 3586 except:
3586 3587 nb = current.reads(s, u'xml')
3587 3588 with open(new_fname, 'w') as f:
3588 3589 current.write(nb, f, new_format)
3589 3590
3590 3591
3591 3592 # end Magic
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