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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 imp
23 23 import os
24 24 import sys
25 25 import shutil
26 26 import re
27 27 import time
28 28 import textwrap
29 29 from StringIO import StringIO
30 30 from getopt import getopt,GetoptError
31 31 from pprint import pformat
32 32 from xmlrpclib import ServerProxy
33 33
34 34 # cProfile was added in Python2.5
35 35 try:
36 36 import cProfile as profile
37 37 import pstats
38 38 except ImportError:
39 39 # profile isn't bundled by default in Debian for license reasons
40 40 try:
41 41 import profile,pstats
42 42 except ImportError:
43 43 profile = pstats = None
44 44
45 45 import IPython
46 46 from IPython.core import debugger, oinspect
47 47 from IPython.core.error import TryNext
48 48 from IPython.core.error import UsageError
49 49 from IPython.core.fakemodule import FakeModule
50 50 from IPython.core.profiledir import ProfileDir
51 51 from IPython.core.macro import Macro
52 52 from IPython.core import magic_arguments, page
53 53 from IPython.core.prefilter import ESC_MAGIC
54 54 from IPython.lib.pylabtools import mpl_runner
55 55 from IPython.testing.skipdoctest import skip_doctest
56 56 from IPython.utils import py3compat
57 57 from IPython.utils.io import file_read, nlprint
58 58 from IPython.utils.module_paths import find_mod
59 59 from IPython.utils.path import get_py_filename, unquote_filename
60 60 from IPython.utils.process import arg_split, abbrev_cwd
61 61 from IPython.utils.terminal import set_term_title
62 62 from IPython.utils.text import LSString, SList, format_screen
63 63 from IPython.utils.timing import clock, clock2
64 64 from IPython.utils.warn import warn, error
65 65 from IPython.utils.ipstruct import Struct
66 66 from IPython.config.application import Application
67 67
68 68 #-----------------------------------------------------------------------------
69 69 # Utility functions
70 70 #-----------------------------------------------------------------------------
71 71
72 72 def on_off(tag):
73 73 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
74 74 return ['OFF','ON'][tag]
75 75
76 76 class Bunch: pass
77 77
78 78 def compress_dhist(dh):
79 79 head, tail = dh[:-10], dh[-10:]
80 80
81 81 newhead = []
82 82 done = set()
83 83 for h in head:
84 84 if h in done:
85 85 continue
86 86 newhead.append(h)
87 87 done.add(h)
88 88
89 89 return newhead + tail
90 90
91 91 def needs_local_scope(func):
92 92 """Decorator to mark magic functions which need to local scope to run."""
93 93 func.needs_local_scope = True
94 94 return func
95 95
96 96
97 97 # Used for exception handling in magic_edit
98 98 class MacroToEdit(ValueError): pass
99 99
100 100 #***************************************************************************
101 101 # Main class implementing Magic functionality
102 102
103 103 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
104 104 # on construction of the main InteractiveShell object. Something odd is going
105 105 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
106 106 # eventually this needs to be clarified.
107 107 # BG: This is because InteractiveShell inherits from this, but is itself a
108 108 # Configurable. This messes up the MRO in some way. The fix is that we need to
109 109 # make Magic a configurable that InteractiveShell does not subclass.
110 110
111 111 class Magic:
112 112 """Magic functions for InteractiveShell.
113 113
114 114 Shell functions which can be reached as %function_name. All magic
115 115 functions should accept a string, which they can parse for their own
116 116 needs. This can make some functions easier to type, eg `%cd ../`
117 117 vs. `%cd("../")`
118 118
119 119 ALL definitions MUST begin with the prefix magic_. The user won't need it
120 120 at the command line, but it is is needed in the definition. """
121 121
122 122 # class globals
123 123 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
124 124 'Automagic is ON, % prefix NOT needed for magic functions.']
125 125
126 126 #......................................................................
127 127 # some utility functions
128 128
129 129 def __init__(self,shell):
130 130
131 131 self.options_table = {}
132 132 if profile is None:
133 133 self.magic_prun = self.profile_missing_notice
134 134 self.shell = shell
135 135
136 136 # namespace for holding state we may need
137 137 self._magic_state = Bunch()
138 138
139 139 def profile_missing_notice(self, *args, **kwargs):
140 140 error("""\
141 141 The profile module could not be found. It has been removed from the standard
142 142 python packages because of its non-free license. To use profiling, install the
143 143 python-profiler package from non-free.""")
144 144
145 145 def default_option(self,fn,optstr):
146 146 """Make an entry in the options_table for fn, with value optstr"""
147 147
148 148 if fn not in self.lsmagic():
149 149 error("%s is not a magic function" % fn)
150 150 self.options_table[fn] = optstr
151 151
152 152 def lsmagic(self):
153 153 """Return a list of currently available magic functions.
154 154
155 155 Gives a list of the bare names after mangling (['ls','cd', ...], not
156 156 ['magic_ls','magic_cd',...]"""
157 157
158 158 # FIXME. This needs a cleanup, in the way the magics list is built.
159 159
160 160 # magics in class definition
161 161 class_magic = lambda fn: fn.startswith('magic_') and \
162 162 callable(Magic.__dict__[fn])
163 163 # in instance namespace (run-time user additions)
164 164 inst_magic = lambda fn: fn.startswith('magic_') and \
165 165 callable(self.__dict__[fn])
166 166 # and bound magics by user (so they can access self):
167 167 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
168 168 callable(self.__class__.__dict__[fn])
169 169 magics = filter(class_magic,Magic.__dict__.keys()) + \
170 170 filter(inst_magic,self.__dict__.keys()) + \
171 171 filter(inst_bound_magic,self.__class__.__dict__.keys())
172 172 out = []
173 173 for fn in set(magics):
174 174 out.append(fn.replace('magic_','',1))
175 175 out.sort()
176 176 return out
177 177
178 178 def extract_input_lines(self, range_str, raw=False):
179 179 """Return as a string a set of input history slices.
180 180
181 181 Inputs:
182 182
183 183 - range_str: the set of slices is given as a string, like
184 184 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
185 185 which get their arguments as strings. The number before the / is the
186 186 session number: ~n goes n back from the current session.
187 187
188 188 Optional inputs:
189 189
190 190 - raw(False): by default, the processed input is used. If this is
191 191 true, the raw input history is used instead.
192 192
193 193 Note that slices can be called with two notations:
194 194
195 195 N:M -> standard python form, means including items N...(M-1).
196 196
197 197 N-M -> include items N..M (closed endpoint)."""
198 198 lines = self.shell.history_manager.\
199 199 get_range_by_str(range_str, raw=raw)
200 200 return "\n".join(x for _, _, x in lines)
201 201
202 202 def arg_err(self,func):
203 203 """Print docstring if incorrect arguments were passed"""
204 204 print 'Error in arguments:'
205 205 print oinspect.getdoc(func)
206 206
207 207 def format_latex(self,strng):
208 208 """Format a string for latex inclusion."""
209 209
210 210 # Characters that need to be escaped for latex:
211 211 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
212 212 # Magic command names as headers:
213 213 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
214 214 re.MULTILINE)
215 215 # Magic commands
216 216 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
217 217 re.MULTILINE)
218 218 # Paragraph continue
219 219 par_re = re.compile(r'\\$',re.MULTILINE)
220 220
221 221 # The "\n" symbol
222 222 newline_re = re.compile(r'\\n')
223 223
224 224 # Now build the string for output:
225 225 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
226 226 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
227 227 strng)
228 228 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
229 229 strng = par_re.sub(r'\\\\',strng)
230 230 strng = escape_re.sub(r'\\\1',strng)
231 231 strng = newline_re.sub(r'\\textbackslash{}n',strng)
232 232 return strng
233 233
234 234 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
235 235 """Parse options passed to an argument string.
236 236
237 237 The interface is similar to that of getopt(), but it returns back a
238 238 Struct with the options as keys and the stripped argument string still
239 239 as a string.
240 240
241 241 arg_str is quoted as a true sys.argv vector by using shlex.split.
242 242 This allows us to easily expand variables, glob files, quote
243 243 arguments, etc.
244 244
245 245 Options:
246 246 -mode: default 'string'. If given as 'list', the argument string is
247 247 returned as a list (split on whitespace) instead of a string.
248 248
249 249 -list_all: put all option values in lists. Normally only options
250 250 appearing more than once are put in a list.
251 251
252 252 -posix (True): whether to split the input line in POSIX mode or not,
253 253 as per the conventions outlined in the shlex module from the
254 254 standard library."""
255 255
256 256 # inject default options at the beginning of the input line
257 257 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
258 258 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
259 259
260 260 mode = kw.get('mode','string')
261 261 if mode not in ['string','list']:
262 262 raise ValueError,'incorrect mode given: %s' % mode
263 263 # Get options
264 264 list_all = kw.get('list_all',0)
265 265 posix = kw.get('posix', os.name == 'posix')
266 266
267 267 # Check if we have more than one argument to warrant extra processing:
268 268 odict = {} # Dictionary with options
269 269 args = arg_str.split()
270 270 if len(args) >= 1:
271 271 # If the list of inputs only has 0 or 1 thing in it, there's no
272 272 # need to look for options
273 273 argv = arg_split(arg_str,posix)
274 274 # Do regular option processing
275 275 try:
276 276 opts,args = getopt(argv,opt_str,*long_opts)
277 277 except GetoptError,e:
278 278 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
279 279 " ".join(long_opts)))
280 280 for o,a in opts:
281 281 if o.startswith('--'):
282 282 o = o[2:]
283 283 else:
284 284 o = o[1:]
285 285 try:
286 286 odict[o].append(a)
287 287 except AttributeError:
288 288 odict[o] = [odict[o],a]
289 289 except KeyError:
290 290 if list_all:
291 291 odict[o] = [a]
292 292 else:
293 293 odict[o] = a
294 294
295 295 # Prepare opts,args for return
296 296 opts = Struct(odict)
297 297 if mode == 'string':
298 298 args = ' '.join(args)
299 299
300 300 return opts,args
301 301
302 302 #......................................................................
303 303 # And now the actual magic functions
304 304
305 305 # Functions for IPython shell work (vars,funcs, config, etc)
306 306 def magic_lsmagic(self, parameter_s = ''):
307 307 """List currently available magic functions."""
308 308 mesc = ESC_MAGIC
309 309 print 'Available magic functions:\n'+mesc+\
310 310 (' '+mesc).join(self.lsmagic())
311 311 print '\n' + Magic.auto_status[self.shell.automagic]
312 312 return None
313 313
314 314 def magic_magic(self, parameter_s = ''):
315 315 """Print information about the magic function system.
316 316
317 317 Supported formats: -latex, -brief, -rest
318 318 """
319 319
320 320 mode = ''
321 321 try:
322 322 if parameter_s.split()[0] == '-latex':
323 323 mode = 'latex'
324 324 if parameter_s.split()[0] == '-brief':
325 325 mode = 'brief'
326 326 if parameter_s.split()[0] == '-rest':
327 327 mode = 'rest'
328 328 rest_docs = []
329 329 except:
330 330 pass
331 331
332 332 magic_docs = []
333 333 for fname in self.lsmagic():
334 334 mname = 'magic_' + fname
335 335 for space in (Magic,self,self.__class__):
336 336 try:
337 337 fn = space.__dict__[mname]
338 338 except KeyError:
339 339 pass
340 340 else:
341 341 break
342 342 if mode == 'brief':
343 343 # only first line
344 344 if fn.__doc__:
345 345 fndoc = fn.__doc__.split('\n',1)[0]
346 346 else:
347 347 fndoc = 'No documentation'
348 348 else:
349 349 if fn.__doc__:
350 350 fndoc = fn.__doc__.rstrip()
351 351 else:
352 352 fndoc = 'No documentation'
353 353
354 354
355 355 if mode == 'rest':
356 356 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
357 357 fname,fndoc))
358 358
359 359 else:
360 360 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
361 361 fname,fndoc))
362 362
363 363 magic_docs = ''.join(magic_docs)
364 364
365 365 if mode == 'rest':
366 366 return "".join(rest_docs)
367 367
368 368 if mode == 'latex':
369 369 print self.format_latex(magic_docs)
370 370 return
371 371 else:
372 372 magic_docs = format_screen(magic_docs)
373 373 if mode == 'brief':
374 374 return magic_docs
375 375
376 376 outmsg = """
377 377 IPython's 'magic' functions
378 378 ===========================
379 379
380 380 The magic function system provides a series of functions which allow you to
381 381 control the behavior of IPython itself, plus a lot of system-type
382 382 features. All these functions are prefixed with a % character, but parameters
383 383 are given without parentheses or quotes.
384 384
385 385 NOTE: If you have 'automagic' enabled (via the command line option or with the
386 386 %automagic function), you don't need to type in the % explicitly. By default,
387 387 IPython ships with automagic on, so you should only rarely need the % escape.
388 388
389 389 Example: typing '%cd mydir' (without the quotes) changes you working directory
390 390 to 'mydir', if it exists.
391 391
392 392 For a list of the available magic functions, use %lsmagic. For a description
393 393 of any of them, type %magic_name?, e.g. '%cd?'.
394 394
395 395 Currently the magic system has the following functions:\n"""
396 396
397 397 mesc = ESC_MAGIC
398 398 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
399 399 "\n\n%s%s\n\n%s" % (outmsg,
400 400 magic_docs,mesc,mesc,
401 401 (' '+mesc).join(self.lsmagic()),
402 402 Magic.auto_status[self.shell.automagic] ) )
403 403 page.page(outmsg)
404 404
405 405 def magic_automagic(self, parameter_s = ''):
406 406 """Make magic functions callable without having to type the initial %.
407 407
408 408 Without argumentsl toggles on/off (when off, you must call it as
409 409 %automagic, of course). With arguments it sets the value, and you can
410 410 use any of (case insensitive):
411 411
412 412 - on,1,True: to activate
413 413
414 414 - off,0,False: to deactivate.
415 415
416 416 Note that magic functions have lowest priority, so if there's a
417 417 variable whose name collides with that of a magic fn, automagic won't
418 418 work for that function (you get the variable instead). However, if you
419 419 delete the variable (del var), the previously shadowed magic function
420 420 becomes visible to automagic again."""
421 421
422 422 arg = parameter_s.lower()
423 423 if parameter_s in ('on','1','true'):
424 424 self.shell.automagic = True
425 425 elif parameter_s in ('off','0','false'):
426 426 self.shell.automagic = False
427 427 else:
428 428 self.shell.automagic = not self.shell.automagic
429 429 print '\n' + Magic.auto_status[self.shell.automagic]
430 430
431 431 @skip_doctest
432 432 def magic_autocall(self, parameter_s = ''):
433 433 """Make functions callable without having to type parentheses.
434 434
435 435 Usage:
436 436
437 437 %autocall [mode]
438 438
439 439 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
440 440 value is toggled on and off (remembering the previous state).
441 441
442 442 In more detail, these values mean:
443 443
444 444 0 -> fully disabled
445 445
446 446 1 -> active, but do not apply if there are no arguments on the line.
447 447
448 448 In this mode, you get:
449 449
450 450 In [1]: callable
451 451 Out[1]: <built-in function callable>
452 452
453 453 In [2]: callable 'hello'
454 454 ------> callable('hello')
455 455 Out[2]: False
456 456
457 457 2 -> Active always. Even if no arguments are present, the callable
458 458 object is called:
459 459
460 460 In [2]: float
461 461 ------> float()
462 462 Out[2]: 0.0
463 463
464 464 Note that even with autocall off, you can still use '/' at the start of
465 465 a line to treat the first argument on the command line as a function
466 466 and add parentheses to it:
467 467
468 468 In [8]: /str 43
469 469 ------> str(43)
470 470 Out[8]: '43'
471 471
472 472 # all-random (note for auto-testing)
473 473 """
474 474
475 475 if parameter_s:
476 476 arg = int(parameter_s)
477 477 else:
478 478 arg = 'toggle'
479 479
480 480 if not arg in (0,1,2,'toggle'):
481 481 error('Valid modes: (0->Off, 1->Smart, 2->Full')
482 482 return
483 483
484 484 if arg in (0,1,2):
485 485 self.shell.autocall = arg
486 486 else: # toggle
487 487 if self.shell.autocall:
488 488 self._magic_state.autocall_save = self.shell.autocall
489 489 self.shell.autocall = 0
490 490 else:
491 491 try:
492 492 self.shell.autocall = self._magic_state.autocall_save
493 493 except AttributeError:
494 494 self.shell.autocall = self._magic_state.autocall_save = 1
495 495
496 496 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
497 497
498 498
499 499 def magic_page(self, parameter_s=''):
500 500 """Pretty print the object and display it through a pager.
501 501
502 502 %page [options] OBJECT
503 503
504 504 If no object is given, use _ (last output).
505 505
506 506 Options:
507 507
508 508 -r: page str(object), don't pretty-print it."""
509 509
510 510 # After a function contributed by Olivier Aubert, slightly modified.
511 511
512 512 # Process options/args
513 513 opts,args = self.parse_options(parameter_s,'r')
514 514 raw = 'r' in opts
515 515
516 516 oname = args and args or '_'
517 517 info = self._ofind(oname)
518 518 if info['found']:
519 519 txt = (raw and str or pformat)( info['obj'] )
520 520 page.page(txt)
521 521 else:
522 522 print 'Object `%s` not found' % oname
523 523
524 524 def magic_profile(self, parameter_s=''):
525 525 """Print your currently active IPython profile."""
526 526 print self.shell.profile
527 527
528 528 def magic_pinfo(self, parameter_s='', namespaces=None):
529 529 """Provide detailed information about an object.
530 530
531 531 '%pinfo object' is just a synonym for object? or ?object."""
532 532
533 533 #print 'pinfo par: <%s>' % parameter_s # dbg
534 534
535 535
536 536 # detail_level: 0 -> obj? , 1 -> obj??
537 537 detail_level = 0
538 538 # We need to detect if we got called as 'pinfo pinfo foo', which can
539 539 # happen if the user types 'pinfo foo?' at the cmd line.
540 540 pinfo,qmark1,oname,qmark2 = \
541 541 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
542 542 if pinfo or qmark1 or qmark2:
543 543 detail_level = 1
544 544 if "*" in oname:
545 545 self.magic_psearch(oname)
546 546 else:
547 547 self.shell._inspect('pinfo', oname, detail_level=detail_level,
548 548 namespaces=namespaces)
549 549
550 550 def magic_pinfo2(self, parameter_s='', namespaces=None):
551 551 """Provide extra detailed information about an object.
552 552
553 553 '%pinfo2 object' is just a synonym for object?? or ??object."""
554 554 self.shell._inspect('pinfo', parameter_s, detail_level=1,
555 555 namespaces=namespaces)
556 556
557 557 @skip_doctest
558 558 def magic_pdef(self, parameter_s='', namespaces=None):
559 559 """Print the definition header for any callable object.
560 560
561 561 If the object is a class, print the constructor information.
562 562
563 563 Examples
564 564 --------
565 565 ::
566 566
567 567 In [3]: %pdef urllib.urlopen
568 568 urllib.urlopen(url, data=None, proxies=None)
569 569 """
570 570 self._inspect('pdef',parameter_s, namespaces)
571 571
572 572 def magic_pdoc(self, parameter_s='', namespaces=None):
573 573 """Print the docstring for an object.
574 574
575 575 If the given object is a class, it will print both the class and the
576 576 constructor docstrings."""
577 577 self._inspect('pdoc',parameter_s, namespaces)
578 578
579 579 def magic_psource(self, parameter_s='', namespaces=None):
580 580 """Print (or run through pager) the source code for an object."""
581 581 self._inspect('psource',parameter_s, namespaces)
582 582
583 583 def magic_pfile(self, parameter_s=''):
584 584 """Print (or run through pager) the file where an object is defined.
585 585
586 586 The file opens at the line where the object definition begins. IPython
587 587 will honor the environment variable PAGER if set, and otherwise will
588 588 do its best to print the file in a convenient form.
589 589
590 590 If the given argument is not an object currently defined, IPython will
591 591 try to interpret it as a filename (automatically adding a .py extension
592 592 if needed). You can thus use %pfile as a syntax highlighting code
593 593 viewer."""
594 594
595 595 # first interpret argument as an object name
596 596 out = self._inspect('pfile',parameter_s)
597 597 # if not, try the input as a filename
598 598 if out == 'not found':
599 599 try:
600 600 filename = get_py_filename(parameter_s)
601 601 except IOError,msg:
602 602 print msg
603 603 return
604 604 page.page(self.shell.inspector.format(file(filename).read()))
605 605
606 606 def magic_psearch(self, parameter_s=''):
607 607 """Search for object in namespaces by wildcard.
608 608
609 609 %psearch [options] PATTERN [OBJECT TYPE]
610 610
611 611 Note: ? can be used as a synonym for %psearch, at the beginning or at
612 612 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
613 613 rest of the command line must be unchanged (options come first), so
614 614 for example the following forms are equivalent
615 615
616 616 %psearch -i a* function
617 617 -i a* function?
618 618 ?-i a* function
619 619
620 620 Arguments:
621 621
622 622 PATTERN
623 623
624 624 where PATTERN is a string containing * as a wildcard similar to its
625 625 use in a shell. The pattern is matched in all namespaces on the
626 626 search path. By default objects starting with a single _ are not
627 627 matched, many IPython generated objects have a single
628 628 underscore. The default is case insensitive matching. Matching is
629 629 also done on the attributes of objects and not only on the objects
630 630 in a module.
631 631
632 632 [OBJECT TYPE]
633 633
634 634 Is the name of a python type from the types module. The name is
635 635 given in lowercase without the ending type, ex. StringType is
636 636 written string. By adding a type here only objects matching the
637 637 given type are matched. Using all here makes the pattern match all
638 638 types (this is the default).
639 639
640 640 Options:
641 641
642 642 -a: makes the pattern match even objects whose names start with a
643 643 single underscore. These names are normally ommitted from the
644 644 search.
645 645
646 646 -i/-c: make the pattern case insensitive/sensitive. If neither of
647 647 these options are given, the default is read from your configuration
648 648 file, with the option ``InteractiveShell.wildcards_case_sensitive``.
649 649 If this option is not specified in your configuration file, IPython's
650 650 internal default is to do a case sensitive search.
651 651
652 652 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
653 653 specifiy can be searched in any of the following namespaces:
654 654 'builtin', 'user', 'user_global','internal', 'alias', where
655 655 'builtin' and 'user' are the search defaults. Note that you should
656 656 not use quotes when specifying namespaces.
657 657
658 658 'Builtin' contains the python module builtin, 'user' contains all
659 659 user data, 'alias' only contain the shell aliases and no python
660 660 objects, 'internal' contains objects used by IPython. The
661 661 'user_global' namespace is only used by embedded IPython instances,
662 662 and it contains module-level globals. You can add namespaces to the
663 663 search with -s or exclude them with -e (these options can be given
664 664 more than once).
665 665
666 666 Examples:
667 667
668 668 %psearch a* -> objects beginning with an a
669 669 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
670 670 %psearch a* function -> all functions beginning with an a
671 671 %psearch re.e* -> objects beginning with an e in module re
672 672 %psearch r*.e* -> objects that start with e in modules starting in r
673 673 %psearch r*.* string -> all strings in modules beginning with r
674 674
675 675 Case sensitve search:
676 676
677 677 %psearch -c a* list all object beginning with lower case a
678 678
679 679 Show objects beginning with a single _:
680 680
681 681 %psearch -a _* list objects beginning with a single underscore"""
682 682 try:
683 683 parameter_s.encode('ascii')
684 684 except UnicodeEncodeError:
685 685 print 'Python identifiers can only contain ascii characters.'
686 686 return
687 687
688 688 # default namespaces to be searched
689 689 def_search = ['user','builtin']
690 690
691 691 # Process options/args
692 692 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
693 693 opt = opts.get
694 694 shell = self.shell
695 695 psearch = shell.inspector.psearch
696 696
697 697 # select case options
698 698 if opts.has_key('i'):
699 699 ignore_case = True
700 700 elif opts.has_key('c'):
701 701 ignore_case = False
702 702 else:
703 703 ignore_case = not shell.wildcards_case_sensitive
704 704
705 705 # Build list of namespaces to search from user options
706 706 def_search.extend(opt('s',[]))
707 707 ns_exclude = ns_exclude=opt('e',[])
708 708 ns_search = [nm for nm in def_search if nm not in ns_exclude]
709 709
710 710 # Call the actual search
711 711 try:
712 712 psearch(args,shell.ns_table,ns_search,
713 713 show_all=opt('a'),ignore_case=ignore_case)
714 714 except:
715 715 shell.showtraceback()
716 716
717 717 @skip_doctest
718 718 def magic_who_ls(self, parameter_s=''):
719 719 """Return a sorted list of all interactive variables.
720 720
721 721 If arguments are given, only variables of types matching these
722 722 arguments are returned.
723 723
724 724 Examples
725 725 --------
726 726
727 727 Define two variables and list them with who_ls::
728 728
729 729 In [1]: alpha = 123
730 730
731 731 In [2]: beta = 'test'
732 732
733 733 In [3]: %who_ls
734 734 Out[3]: ['alpha', 'beta']
735 735
736 736 In [4]: %who_ls int
737 737 Out[4]: ['alpha']
738 738
739 739 In [5]: %who_ls str
740 740 Out[5]: ['beta']
741 741 """
742 742
743 743 user_ns = self.shell.user_ns
744 744 internal_ns = self.shell.internal_ns
745 745 user_ns_hidden = self.shell.user_ns_hidden
746 746 out = [ i for i in user_ns
747 747 if not i.startswith('_') \
748 748 and not (i in internal_ns or i in user_ns_hidden) ]
749 749
750 750 typelist = parameter_s.split()
751 751 if typelist:
752 752 typeset = set(typelist)
753 753 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
754 754
755 755 out.sort()
756 756 return out
757 757
758 758 @skip_doctest
759 759 def magic_who(self, parameter_s=''):
760 760 """Print all interactive variables, with some minimal formatting.
761 761
762 762 If any arguments are given, only variables whose type matches one of
763 763 these are printed. For example:
764 764
765 765 %who function str
766 766
767 767 will only list functions and strings, excluding all other types of
768 768 variables. To find the proper type names, simply use type(var) at a
769 769 command line to see how python prints type names. For example:
770 770
771 771 In [1]: type('hello')\\
772 772 Out[1]: <type 'str'>
773 773
774 774 indicates that the type name for strings is 'str'.
775 775
776 776 %who always excludes executed names loaded through your configuration
777 777 file and things which are internal to IPython.
778 778
779 779 This is deliberate, as typically you may load many modules and the
780 780 purpose of %who is to show you only what you've manually defined.
781 781
782 782 Examples
783 783 --------
784 784
785 785 Define two variables and list them with who::
786 786
787 787 In [1]: alpha = 123
788 788
789 789 In [2]: beta = 'test'
790 790
791 791 In [3]: %who
792 792 alpha beta
793 793
794 794 In [4]: %who int
795 795 alpha
796 796
797 797 In [5]: %who str
798 798 beta
799 799 """
800 800
801 801 varlist = self.magic_who_ls(parameter_s)
802 802 if not varlist:
803 803 if parameter_s:
804 804 print 'No variables match your requested type.'
805 805 else:
806 806 print 'Interactive namespace is empty.'
807 807 return
808 808
809 809 # if we have variables, move on...
810 810 count = 0
811 811 for i in varlist:
812 812 print i+'\t',
813 813 count += 1
814 814 if count > 8:
815 815 count = 0
816 816 print
817 817 print
818 818
819 819 @skip_doctest
820 820 def magic_whos(self, parameter_s=''):
821 821 """Like %who, but gives some extra information about each variable.
822 822
823 823 The same type filtering of %who can be applied here.
824 824
825 825 For all variables, the type is printed. Additionally it prints:
826 826
827 827 - For {},[],(): their length.
828 828
829 829 - For numpy arrays, a summary with shape, number of
830 830 elements, typecode and size in memory.
831 831
832 832 - Everything else: a string representation, snipping their middle if
833 833 too long.
834 834
835 835 Examples
836 836 --------
837 837
838 838 Define two variables and list them with whos::
839 839
840 840 In [1]: alpha = 123
841 841
842 842 In [2]: beta = 'test'
843 843
844 844 In [3]: %whos
845 845 Variable Type Data/Info
846 846 --------------------------------
847 847 alpha int 123
848 848 beta str test
849 849 """
850 850
851 851 varnames = self.magic_who_ls(parameter_s)
852 852 if not varnames:
853 853 if parameter_s:
854 854 print 'No variables match your requested type.'
855 855 else:
856 856 print 'Interactive namespace is empty.'
857 857 return
858 858
859 859 # if we have variables, move on...
860 860
861 861 # for these types, show len() instead of data:
862 862 seq_types = ['dict', 'list', 'tuple']
863 863
864 864 # for numpy/Numeric arrays, display summary info
865 865 try:
866 866 import numpy
867 867 except ImportError:
868 868 ndarray_type = None
869 869 else:
870 870 ndarray_type = numpy.ndarray.__name__
871 871 try:
872 872 import Numeric
873 873 except ImportError:
874 874 array_type = None
875 875 else:
876 876 array_type = Numeric.ArrayType.__name__
877 877
878 878 # Find all variable names and types so we can figure out column sizes
879 879 def get_vars(i):
880 880 return self.shell.user_ns[i]
881 881
882 882 # some types are well known and can be shorter
883 883 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
884 884 def type_name(v):
885 885 tn = type(v).__name__
886 886 return abbrevs.get(tn,tn)
887 887
888 888 varlist = map(get_vars,varnames)
889 889
890 890 typelist = []
891 891 for vv in varlist:
892 892 tt = type_name(vv)
893 893
894 894 if tt=='instance':
895 895 typelist.append( abbrevs.get(str(vv.__class__),
896 896 str(vv.__class__)))
897 897 else:
898 898 typelist.append(tt)
899 899
900 900 # column labels and # of spaces as separator
901 901 varlabel = 'Variable'
902 902 typelabel = 'Type'
903 903 datalabel = 'Data/Info'
904 904 colsep = 3
905 905 # variable format strings
906 906 vformat = "{0:<{varwidth}}{1:<{typewidth}}"
907 907 aformat = "%s: %s elems, type `%s`, %s bytes"
908 908 # find the size of the columns to format the output nicely
909 909 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
910 910 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
911 911 # table header
912 912 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
913 913 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
914 914 # and the table itself
915 915 kb = 1024
916 916 Mb = 1048576 # kb**2
917 917 for vname,var,vtype in zip(varnames,varlist,typelist):
918 918 print vformat.format(vname, vtype, varwidth=varwidth, typewidth=typewidth),
919 919 if vtype in seq_types:
920 920 print "n="+str(len(var))
921 921 elif vtype in [array_type,ndarray_type]:
922 922 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
923 923 if vtype==ndarray_type:
924 924 # numpy
925 925 vsize = var.size
926 926 vbytes = vsize*var.itemsize
927 927 vdtype = var.dtype
928 928 else:
929 929 # Numeric
930 930 vsize = Numeric.size(var)
931 931 vbytes = vsize*var.itemsize()
932 932 vdtype = var.typecode()
933 933
934 934 if vbytes < 100000:
935 935 print aformat % (vshape,vsize,vdtype,vbytes)
936 936 else:
937 937 print aformat % (vshape,vsize,vdtype,vbytes),
938 938 if vbytes < Mb:
939 939 print '(%s kb)' % (vbytes/kb,)
940 940 else:
941 941 print '(%s Mb)' % (vbytes/Mb,)
942 942 else:
943 943 try:
944 944 vstr = str(var)
945 945 except UnicodeEncodeError:
946 946 vstr = unicode(var).encode(sys.getdefaultencoding(),
947 947 'backslashreplace')
948 948 vstr = vstr.replace('\n','\\n')
949 949 if len(vstr) < 50:
950 950 print vstr
951 951 else:
952 952 print vstr[:25] + "<...>" + vstr[-25:]
953 953
954 954 def magic_reset(self, parameter_s=''):
955 955 """Resets the namespace by removing all names defined by the user.
956 956
957 957 Parameters
958 958 ----------
959 959 -f : force reset without asking for confirmation.
960 960
961 961 -s : 'Soft' reset: Only clears your namespace, leaving history intact.
962 962 References to objects may be kept. By default (without this option),
963 963 we do a 'hard' reset, giving you a new session and removing all
964 964 references to objects from the current session.
965 965
966 966 Examples
967 967 --------
968 968 In [6]: a = 1
969 969
970 970 In [7]: a
971 971 Out[7]: 1
972 972
973 973 In [8]: 'a' in _ip.user_ns
974 974 Out[8]: True
975 975
976 976 In [9]: %reset -f
977 977
978 978 In [1]: 'a' in _ip.user_ns
979 979 Out[1]: False
980 980 """
981 981 opts, args = self.parse_options(parameter_s,'sf')
982 982 if 'f' in opts:
983 983 ans = True
984 984 else:
985 985 ans = self.shell.ask_yes_no(
986 986 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
987 987 if not ans:
988 988 print 'Nothing done.'
989 989 return
990 990
991 991 if 's' in opts: # Soft reset
992 992 user_ns = self.shell.user_ns
993 993 for i in self.magic_who_ls():
994 994 del(user_ns[i])
995 995
996 996 else: # Hard reset
997 997 self.shell.reset(new_session = False)
998 998
999 999
1000 1000
1001 1001 def magic_reset_selective(self, parameter_s=''):
1002 1002 """Resets the namespace by removing names defined by the user.
1003 1003
1004 1004 Input/Output history are left around in case you need them.
1005 1005
1006 1006 %reset_selective [-f] regex
1007 1007
1008 1008 No action is taken if regex is not included
1009 1009
1010 1010 Options
1011 1011 -f : force reset without asking for confirmation.
1012 1012
1013 1013 Examples
1014 1014 --------
1015 1015
1016 1016 We first fully reset the namespace so your output looks identical to
1017 1017 this example for pedagogical reasons; in practice you do not need a
1018 1018 full reset.
1019 1019
1020 1020 In [1]: %reset -f
1021 1021
1022 1022 Now, with a clean namespace we can make a few variables and use
1023 1023 %reset_selective to only delete names that match our regexp:
1024 1024
1025 1025 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1026 1026
1027 1027 In [3]: who_ls
1028 1028 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1029 1029
1030 1030 In [4]: %reset_selective -f b[2-3]m
1031 1031
1032 1032 In [5]: who_ls
1033 1033 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1034 1034
1035 1035 In [6]: %reset_selective -f d
1036 1036
1037 1037 In [7]: who_ls
1038 1038 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1039 1039
1040 1040 In [8]: %reset_selective -f c
1041 1041
1042 1042 In [9]: who_ls
1043 1043 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1044 1044
1045 1045 In [10]: %reset_selective -f b
1046 1046
1047 1047 In [11]: who_ls
1048 1048 Out[11]: ['a']
1049 1049 """
1050 1050
1051 1051 opts, regex = self.parse_options(parameter_s,'f')
1052 1052
1053 1053 if opts.has_key('f'):
1054 1054 ans = True
1055 1055 else:
1056 1056 ans = self.shell.ask_yes_no(
1057 1057 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1058 1058 if not ans:
1059 1059 print 'Nothing done.'
1060 1060 return
1061 1061 user_ns = self.shell.user_ns
1062 1062 if not regex:
1063 1063 print 'No regex pattern specified. Nothing done.'
1064 1064 return
1065 1065 else:
1066 1066 try:
1067 1067 m = re.compile(regex)
1068 1068 except TypeError:
1069 1069 raise TypeError('regex must be a string or compiled pattern')
1070 1070 for i in self.magic_who_ls():
1071 1071 if m.search(i):
1072 1072 del(user_ns[i])
1073 1073
1074 1074 def magic_xdel(self, parameter_s=''):
1075 1075 """Delete a variable, trying to clear it from anywhere that
1076 1076 IPython's machinery has references to it. By default, this uses
1077 1077 the identity of the named object in the user namespace to remove
1078 1078 references held under other names. The object is also removed
1079 1079 from the output history.
1080 1080
1081 1081 Options
1082 1082 -n : Delete the specified name from all namespaces, without
1083 1083 checking their identity.
1084 1084 """
1085 1085 opts, varname = self.parse_options(parameter_s,'n')
1086 1086 try:
1087 1087 self.shell.del_var(varname, ('n' in opts))
1088 1088 except (NameError, ValueError) as e:
1089 1089 print type(e).__name__ +": "+ str(e)
1090 1090
1091 1091 def magic_logstart(self,parameter_s=''):
1092 1092 """Start logging anywhere in a session.
1093 1093
1094 1094 %logstart [-o|-r|-t] [log_name [log_mode]]
1095 1095
1096 1096 If no name is given, it defaults to a file named 'ipython_log.py' in your
1097 1097 current directory, in 'rotate' mode (see below).
1098 1098
1099 1099 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1100 1100 history up to that point and then continues logging.
1101 1101
1102 1102 %logstart takes a second optional parameter: logging mode. This can be one
1103 1103 of (note that the modes are given unquoted):\\
1104 1104 append: well, that says it.\\
1105 1105 backup: rename (if exists) to name~ and start name.\\
1106 1106 global: single logfile in your home dir, appended to.\\
1107 1107 over : overwrite existing log.\\
1108 1108 rotate: create rotating logs name.1~, name.2~, etc.
1109 1109
1110 1110 Options:
1111 1111
1112 1112 -o: log also IPython's output. In this mode, all commands which
1113 1113 generate an Out[NN] prompt are recorded to the logfile, right after
1114 1114 their corresponding input line. The output lines are always
1115 1115 prepended with a '#[Out]# ' marker, so that the log remains valid
1116 1116 Python code.
1117 1117
1118 1118 Since this marker is always the same, filtering only the output from
1119 1119 a log is very easy, using for example a simple awk call:
1120 1120
1121 1121 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1122 1122
1123 1123 -r: log 'raw' input. Normally, IPython's logs contain the processed
1124 1124 input, so that user lines are logged in their final form, converted
1125 1125 into valid Python. For example, %Exit is logged as
1126 1126 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1127 1127 exactly as typed, with no transformations applied.
1128 1128
1129 1129 -t: put timestamps before each input line logged (these are put in
1130 1130 comments)."""
1131 1131
1132 1132 opts,par = self.parse_options(parameter_s,'ort')
1133 1133 log_output = 'o' in opts
1134 1134 log_raw_input = 'r' in opts
1135 1135 timestamp = 't' in opts
1136 1136
1137 1137 logger = self.shell.logger
1138 1138
1139 1139 # if no args are given, the defaults set in the logger constructor by
1140 1140 # ipytohn remain valid
1141 1141 if par:
1142 1142 try:
1143 1143 logfname,logmode = par.split()
1144 1144 except:
1145 1145 logfname = par
1146 1146 logmode = 'backup'
1147 1147 else:
1148 1148 logfname = logger.logfname
1149 1149 logmode = logger.logmode
1150 1150 # put logfname into rc struct as if it had been called on the command
1151 1151 # line, so it ends up saved in the log header Save it in case we need
1152 1152 # to restore it...
1153 1153 old_logfile = self.shell.logfile
1154 1154 if logfname:
1155 1155 logfname = os.path.expanduser(logfname)
1156 1156 self.shell.logfile = logfname
1157 1157
1158 1158 loghead = '# IPython log file\n\n'
1159 1159 try:
1160 1160 started = logger.logstart(logfname,loghead,logmode,
1161 1161 log_output,timestamp,log_raw_input)
1162 1162 except:
1163 1163 self.shell.logfile = old_logfile
1164 1164 warn("Couldn't start log: %s" % sys.exc_info()[1])
1165 1165 else:
1166 1166 # log input history up to this point, optionally interleaving
1167 1167 # output if requested
1168 1168
1169 1169 if timestamp:
1170 1170 # disable timestamping for the previous history, since we've
1171 1171 # lost those already (no time machine here).
1172 1172 logger.timestamp = False
1173 1173
1174 1174 if log_raw_input:
1175 1175 input_hist = self.shell.history_manager.input_hist_raw
1176 1176 else:
1177 1177 input_hist = self.shell.history_manager.input_hist_parsed
1178 1178
1179 1179 if log_output:
1180 1180 log_write = logger.log_write
1181 1181 output_hist = self.shell.history_manager.output_hist
1182 1182 for n in range(1,len(input_hist)-1):
1183 1183 log_write(input_hist[n].rstrip() + '\n')
1184 1184 if n in output_hist:
1185 1185 log_write(repr(output_hist[n]),'output')
1186 1186 else:
1187 1187 logger.log_write('\n'.join(input_hist[1:]))
1188 1188 logger.log_write('\n')
1189 1189 if timestamp:
1190 1190 # re-enable timestamping
1191 1191 logger.timestamp = True
1192 1192
1193 1193 print ('Activating auto-logging. '
1194 1194 'Current session state plus future input saved.')
1195 1195 logger.logstate()
1196 1196
1197 1197 def magic_logstop(self,parameter_s=''):
1198 1198 """Fully stop logging and close log file.
1199 1199
1200 1200 In order to start logging again, a new %logstart call needs to be made,
1201 1201 possibly (though not necessarily) with a new filename, mode and other
1202 1202 options."""
1203 1203 self.logger.logstop()
1204 1204
1205 1205 def magic_logoff(self,parameter_s=''):
1206 1206 """Temporarily stop logging.
1207 1207
1208 1208 You must have previously started logging."""
1209 1209 self.shell.logger.switch_log(0)
1210 1210
1211 1211 def magic_logon(self,parameter_s=''):
1212 1212 """Restart logging.
1213 1213
1214 1214 This function is for restarting logging which you've temporarily
1215 1215 stopped with %logoff. For starting logging for the first time, you
1216 1216 must use the %logstart function, which allows you to specify an
1217 1217 optional log filename."""
1218 1218
1219 1219 self.shell.logger.switch_log(1)
1220 1220
1221 1221 def magic_logstate(self,parameter_s=''):
1222 1222 """Print the status of the logging system."""
1223 1223
1224 1224 self.shell.logger.logstate()
1225 1225
1226 1226 def magic_pdb(self, parameter_s=''):
1227 1227 """Control the automatic calling of the pdb interactive debugger.
1228 1228
1229 1229 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1230 1230 argument it works as a toggle.
1231 1231
1232 1232 When an exception is triggered, IPython can optionally call the
1233 1233 interactive pdb debugger after the traceback printout. %pdb toggles
1234 1234 this feature on and off.
1235 1235
1236 1236 The initial state of this feature is set in your configuration
1237 1237 file (the option is ``InteractiveShell.pdb``).
1238 1238
1239 1239 If you want to just activate the debugger AFTER an exception has fired,
1240 1240 without having to type '%pdb on' and rerunning your code, you can use
1241 1241 the %debug magic."""
1242 1242
1243 1243 par = parameter_s.strip().lower()
1244 1244
1245 1245 if par:
1246 1246 try:
1247 1247 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1248 1248 except KeyError:
1249 1249 print ('Incorrect argument. Use on/1, off/0, '
1250 1250 'or nothing for a toggle.')
1251 1251 return
1252 1252 else:
1253 1253 # toggle
1254 1254 new_pdb = not self.shell.call_pdb
1255 1255
1256 1256 # set on the shell
1257 1257 self.shell.call_pdb = new_pdb
1258 1258 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1259 1259
1260 1260 def magic_debug(self, parameter_s=''):
1261 1261 """Activate the interactive debugger in post-mortem mode.
1262 1262
1263 1263 If an exception has just occurred, this lets you inspect its stack
1264 1264 frames interactively. Note that this will always work only on the last
1265 1265 traceback that occurred, so you must call this quickly after an
1266 1266 exception that you wish to inspect has fired, because if another one
1267 1267 occurs, it clobbers the previous one.
1268 1268
1269 1269 If you want IPython to automatically do this on every exception, see
1270 1270 the %pdb magic for more details.
1271 1271 """
1272 1272 self.shell.debugger(force=True)
1273 1273
1274 1274 @skip_doctest
1275 1275 def magic_prun(self, parameter_s ='',user_mode=1,
1276 1276 opts=None,arg_lst=None,prog_ns=None):
1277 1277
1278 1278 """Run a statement through the python code profiler.
1279 1279
1280 1280 Usage:
1281 1281 %prun [options] statement
1282 1282
1283 1283 The given statement (which doesn't require quote marks) is run via the
1284 1284 python profiler in a manner similar to the profile.run() function.
1285 1285 Namespaces are internally managed to work correctly; profile.run
1286 1286 cannot be used in IPython because it makes certain assumptions about
1287 1287 namespaces which do not hold under IPython.
1288 1288
1289 1289 Options:
1290 1290
1291 1291 -l <limit>: you can place restrictions on what or how much of the
1292 1292 profile gets printed. The limit value can be:
1293 1293
1294 1294 * A string: only information for function names containing this string
1295 1295 is printed.
1296 1296
1297 1297 * An integer: only these many lines are printed.
1298 1298
1299 1299 * A float (between 0 and 1): this fraction of the report is printed
1300 1300 (for example, use a limit of 0.4 to see the topmost 40% only).
1301 1301
1302 1302 You can combine several limits with repeated use of the option. For
1303 1303 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1304 1304 information about class constructors.
1305 1305
1306 1306 -r: return the pstats.Stats object generated by the profiling. This
1307 1307 object has all the information about the profile in it, and you can
1308 1308 later use it for further analysis or in other functions.
1309 1309
1310 1310 -s <key>: sort profile by given key. You can provide more than one key
1311 1311 by using the option several times: '-s key1 -s key2 -s key3...'. The
1312 1312 default sorting key is 'time'.
1313 1313
1314 1314 The following is copied verbatim from the profile documentation
1315 1315 referenced below:
1316 1316
1317 1317 When more than one key is provided, additional keys are used as
1318 1318 secondary criteria when the there is equality in all keys selected
1319 1319 before them.
1320 1320
1321 1321 Abbreviations can be used for any key names, as long as the
1322 1322 abbreviation is unambiguous. The following are the keys currently
1323 1323 defined:
1324 1324
1325 1325 Valid Arg Meaning
1326 1326 "calls" call count
1327 1327 "cumulative" cumulative time
1328 1328 "file" file name
1329 1329 "module" file name
1330 1330 "pcalls" primitive call count
1331 1331 "line" line number
1332 1332 "name" function name
1333 1333 "nfl" name/file/line
1334 1334 "stdname" standard name
1335 1335 "time" internal time
1336 1336
1337 1337 Note that all sorts on statistics are in descending order (placing
1338 1338 most time consuming items first), where as name, file, and line number
1339 1339 searches are in ascending order (i.e., alphabetical). The subtle
1340 1340 distinction between "nfl" and "stdname" is that the standard name is a
1341 1341 sort of the name as printed, which means that the embedded line
1342 1342 numbers get compared in an odd way. For example, lines 3, 20, and 40
1343 1343 would (if the file names were the same) appear in the string order
1344 1344 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1345 1345 line numbers. In fact, sort_stats("nfl") is the same as
1346 1346 sort_stats("name", "file", "line").
1347 1347
1348 1348 -T <filename>: save profile results as shown on screen to a text
1349 1349 file. The profile is still shown on screen.
1350 1350
1351 1351 -D <filename>: save (via dump_stats) profile statistics to given
1352 1352 filename. This data is in a format understod by the pstats module, and
1353 1353 is generated by a call to the dump_stats() method of profile
1354 1354 objects. The profile is still shown on screen.
1355 1355
1356 1356 If you want to run complete programs under the profiler's control, use
1357 1357 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1358 1358 contains profiler specific options as described here.
1359 1359
1360 1360 You can read the complete documentation for the profile module with::
1361 1361
1362 1362 In [1]: import profile; profile.help()
1363 1363 """
1364 1364
1365 1365 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1366 1366 # protect user quote marks
1367 1367 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1368 1368
1369 1369 if user_mode: # regular user call
1370 1370 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1371 1371 list_all=1)
1372 1372 namespace = self.shell.user_ns
1373 1373 else: # called to run a program by %run -p
1374 1374 try:
1375 1375 filename = get_py_filename(arg_lst[0])
1376 1376 except IOError as e:
1377 1377 try:
1378 1378 msg = str(e)
1379 1379 except UnicodeError:
1380 1380 msg = e.message
1381 1381 error(msg)
1382 1382 return
1383 1383
1384 1384 arg_str = 'execfile(filename,prog_ns)'
1385 1385 namespace = locals()
1386 1386
1387 1387 opts.merge(opts_def)
1388 1388
1389 1389 prof = profile.Profile()
1390 1390 try:
1391 1391 prof = prof.runctx(arg_str,namespace,namespace)
1392 1392 sys_exit = ''
1393 1393 except SystemExit:
1394 1394 sys_exit = """*** SystemExit exception caught in code being profiled."""
1395 1395
1396 1396 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1397 1397
1398 1398 lims = opts.l
1399 1399 if lims:
1400 1400 lims = [] # rebuild lims with ints/floats/strings
1401 1401 for lim in opts.l:
1402 1402 try:
1403 1403 lims.append(int(lim))
1404 1404 except ValueError:
1405 1405 try:
1406 1406 lims.append(float(lim))
1407 1407 except ValueError:
1408 1408 lims.append(lim)
1409 1409
1410 1410 # Trap output.
1411 1411 stdout_trap = StringIO()
1412 1412
1413 1413 if hasattr(stats,'stream'):
1414 1414 # In newer versions of python, the stats object has a 'stream'
1415 1415 # attribute to write into.
1416 1416 stats.stream = stdout_trap
1417 1417 stats.print_stats(*lims)
1418 1418 else:
1419 1419 # For older versions, we manually redirect stdout during printing
1420 1420 sys_stdout = sys.stdout
1421 1421 try:
1422 1422 sys.stdout = stdout_trap
1423 1423 stats.print_stats(*lims)
1424 1424 finally:
1425 1425 sys.stdout = sys_stdout
1426 1426
1427 1427 output = stdout_trap.getvalue()
1428 1428 output = output.rstrip()
1429 1429
1430 1430 page.page(output)
1431 1431 print sys_exit,
1432 1432
1433 1433 dump_file = opts.D[0]
1434 1434 text_file = opts.T[0]
1435 1435 if dump_file:
1436 1436 dump_file = unquote_filename(dump_file)
1437 1437 prof.dump_stats(dump_file)
1438 1438 print '\n*** Profile stats marshalled to file',\
1439 1439 `dump_file`+'.',sys_exit
1440 1440 if text_file:
1441 1441 text_file = unquote_filename(text_file)
1442 1442 pfile = file(text_file,'w')
1443 1443 pfile.write(output)
1444 1444 pfile.close()
1445 1445 print '\n*** Profile printout saved to text file',\
1446 1446 `text_file`+'.',sys_exit
1447 1447
1448 1448 if opts.has_key('r'):
1449 1449 return stats
1450 1450 else:
1451 1451 return None
1452 1452
1453 1453 @skip_doctest
1454 1454 def magic_run(self, parameter_s ='', runner=None,
1455 1455 file_finder=get_py_filename):
1456 1456 """Run the named file inside IPython as a program.
1457 1457
1458 1458 Usage:\\
1459 1459 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1460 1460
1461 1461 Parameters after the filename are passed as command-line arguments to
1462 1462 the program (put in sys.argv). Then, control returns to IPython's
1463 1463 prompt.
1464 1464
1465 1465 This is similar to running at a system prompt:\\
1466 1466 $ python file args\\
1467 1467 but with the advantage of giving you IPython's tracebacks, and of
1468 1468 loading all variables into your interactive namespace for further use
1469 1469 (unless -p is used, see below).
1470 1470
1471 1471 The file is executed in a namespace initially consisting only of
1472 1472 __name__=='__main__' and sys.argv constructed as indicated. It thus
1473 1473 sees its environment as if it were being run as a stand-alone program
1474 1474 (except for sharing global objects such as previously imported
1475 1475 modules). But after execution, the IPython interactive namespace gets
1476 1476 updated with all variables defined in the program (except for __name__
1477 1477 and sys.argv). This allows for very convenient loading of code for
1478 1478 interactive work, while giving each program a 'clean sheet' to run in.
1479 1479
1480 1480 Options:
1481 1481
1482 1482 -n: __name__ is NOT set to '__main__', but to the running file's name
1483 1483 without extension (as python does under import). This allows running
1484 1484 scripts and reloading the definitions in them without calling code
1485 1485 protected by an ' if __name__ == "__main__" ' clause.
1486 1486
1487 1487 -i: run the file in IPython's namespace instead of an empty one. This
1488 1488 is useful if you are experimenting with code written in a text editor
1489 1489 which depends on variables defined interactively.
1490 1490
1491 1491 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1492 1492 being run. This is particularly useful if IPython is being used to
1493 1493 run unittests, which always exit with a sys.exit() call. In such
1494 1494 cases you are interested in the output of the test results, not in
1495 1495 seeing a traceback of the unittest module.
1496 1496
1497 1497 -t: print timing information at the end of the run. IPython will give
1498 1498 you an estimated CPU time consumption for your script, which under
1499 1499 Unix uses the resource module to avoid the wraparound problems of
1500 1500 time.clock(). Under Unix, an estimate of time spent on system tasks
1501 1501 is also given (for Windows platforms this is reported as 0.0).
1502 1502
1503 1503 If -t is given, an additional -N<N> option can be given, where <N>
1504 1504 must be an integer indicating how many times you want the script to
1505 1505 run. The final timing report will include total and per run results.
1506 1506
1507 1507 For example (testing the script uniq_stable.py):
1508 1508
1509 1509 In [1]: run -t uniq_stable
1510 1510
1511 1511 IPython CPU timings (estimated):\\
1512 1512 User : 0.19597 s.\\
1513 1513 System: 0.0 s.\\
1514 1514
1515 1515 In [2]: run -t -N5 uniq_stable
1516 1516
1517 1517 IPython CPU timings (estimated):\\
1518 1518 Total runs performed: 5\\
1519 1519 Times : Total Per run\\
1520 1520 User : 0.910862 s, 0.1821724 s.\\
1521 1521 System: 0.0 s, 0.0 s.
1522 1522
1523 1523 -d: run your program under the control of pdb, the Python debugger.
1524 1524 This allows you to execute your program step by step, watch variables,
1525 1525 etc. Internally, what IPython does is similar to calling:
1526 1526
1527 1527 pdb.run('execfile("YOURFILENAME")')
1528 1528
1529 1529 with a breakpoint set on line 1 of your file. You can change the line
1530 1530 number for this automatic breakpoint to be <N> by using the -bN option
1531 1531 (where N must be an integer). For example:
1532 1532
1533 1533 %run -d -b40 myscript
1534 1534
1535 1535 will set the first breakpoint at line 40 in myscript.py. Note that
1536 1536 the first breakpoint must be set on a line which actually does
1537 1537 something (not a comment or docstring) for it to stop execution.
1538 1538
1539 1539 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1540 1540 first enter 'c' (without qoutes) to start execution up to the first
1541 1541 breakpoint.
1542 1542
1543 1543 Entering 'help' gives information about the use of the debugger. You
1544 1544 can easily see pdb's full documentation with "import pdb;pdb.help()"
1545 1545 at a prompt.
1546 1546
1547 1547 -p: run program under the control of the Python profiler module (which
1548 1548 prints a detailed report of execution times, function calls, etc).
1549 1549
1550 1550 You can pass other options after -p which affect the behavior of the
1551 1551 profiler itself. See the docs for %prun for details.
1552 1552
1553 1553 In this mode, the program's variables do NOT propagate back to the
1554 1554 IPython interactive namespace (because they remain in the namespace
1555 1555 where the profiler executes them).
1556 1556
1557 1557 Internally this triggers a call to %prun, see its documentation for
1558 1558 details on the options available specifically for profiling.
1559 1559
1560 1560 There is one special usage for which the text above doesn't apply:
1561 1561 if the filename ends with .ipy, the file is run as ipython script,
1562 1562 just as if the commands were written on IPython prompt.
1563 1563
1564 1564 -m: specify module name to load instead of script path. Similar to
1565 1565 the -m option for the python interpreter. Use this option last if you
1566 1566 want to combine with other %run options. Unlike the python interpreter
1567 1567 only source modules are allowed no .pyc or .pyo files.
1568 1568 For example:
1569 1569
1570 1570 %run -m example
1571 1571
1572 1572 will run the example module.
1573 1573
1574 1574 """
1575 1575
1576 1576 # get arguments and set sys.argv for program to be run.
1577 1577 opts, arg_lst = self.parse_options(parameter_s, 'nidtN:b:pD:l:rs:T:em:',
1578 1578 mode='list', list_all=1)
1579 1579 if "m" in opts:
1580 1580 modulename = opts["m"][0]
1581 1581 modpath = find_mod(modulename)
1582 1582 if modpath is None:
1583 1583 warn('%r is not a valid modulename on sys.path'%modulename)
1584 1584 return
1585 1585 arg_lst = [modpath] + arg_lst
1586 1586 try:
1587 1587 filename = file_finder(arg_lst[0])
1588 1588 except IndexError:
1589 1589 warn('you must provide at least a filename.')
1590 1590 print '\n%run:\n', oinspect.getdoc(self.magic_run)
1591 1591 return
1592 1592 except IOError as e:
1593 1593 try:
1594 1594 msg = str(e)
1595 1595 except UnicodeError:
1596 1596 msg = e.message
1597 1597 error(msg)
1598 1598 return
1599 1599
1600 1600 if filename.lower().endswith('.ipy'):
1601 1601 self.shell.safe_execfile_ipy(filename)
1602 1602 return
1603 1603
1604 1604 # Control the response to exit() calls made by the script being run
1605 1605 exit_ignore = 'e' in opts
1606 1606
1607 1607 # Make sure that the running script gets a proper sys.argv as if it
1608 1608 # were run from a system shell.
1609 1609 save_argv = sys.argv # save it for later restoring
1610 1610
1611 1611 # simulate shell expansion on arguments, at least tilde expansion
1612 1612 args = [ os.path.expanduser(a) for a in arg_lst[1:] ]
1613 1613
1614 1614 sys.argv = [filename] + args # put in the proper filename
1615 1615
1616 1616 if 'i' in opts:
1617 1617 # Run in user's interactive namespace
1618 1618 prog_ns = self.shell.user_ns
1619 1619 __name__save = self.shell.user_ns['__name__']
1620 1620 prog_ns['__name__'] = '__main__'
1621 1621 main_mod = self.shell.new_main_mod(prog_ns)
1622 1622 else:
1623 1623 # Run in a fresh, empty namespace
1624 1624 if 'n' in opts:
1625 1625 name = os.path.splitext(os.path.basename(filename))[0]
1626 1626 else:
1627 1627 name = '__main__'
1628 1628
1629 1629 main_mod = self.shell.new_main_mod()
1630 1630 prog_ns = main_mod.__dict__
1631 1631 prog_ns['__name__'] = name
1632 1632
1633 1633 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1634 1634 # set the __file__ global in the script's namespace
1635 1635 prog_ns['__file__'] = filename
1636 1636
1637 1637 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1638 1638 # that, if we overwrite __main__, we replace it at the end
1639 1639 main_mod_name = prog_ns['__name__']
1640 1640
1641 1641 if main_mod_name == '__main__':
1642 1642 restore_main = sys.modules['__main__']
1643 1643 else:
1644 1644 restore_main = False
1645 1645
1646 1646 # This needs to be undone at the end to prevent holding references to
1647 1647 # every single object ever created.
1648 1648 sys.modules[main_mod_name] = main_mod
1649 1649
1650 1650 try:
1651 1651 stats = None
1652 1652 with self.readline_no_record:
1653 1653 if 'p' in opts:
1654 1654 stats = self.magic_prun('', 0, opts, arg_lst, prog_ns)
1655 1655 else:
1656 1656 if 'd' in opts:
1657 1657 deb = debugger.Pdb(self.shell.colors)
1658 1658 # reset Breakpoint state, which is moronically kept
1659 1659 # in a class
1660 1660 bdb.Breakpoint.next = 1
1661 1661 bdb.Breakpoint.bplist = {}
1662 1662 bdb.Breakpoint.bpbynumber = [None]
1663 1663 # Set an initial breakpoint to stop execution
1664 1664 maxtries = 10
1665 1665 bp = int(opts.get('b', [1])[0])
1666 1666 checkline = deb.checkline(filename, bp)
1667 1667 if not checkline:
1668 1668 for bp in range(bp + 1, bp + maxtries + 1):
1669 1669 if deb.checkline(filename, bp):
1670 1670 break
1671 1671 else:
1672 1672 msg = ("\nI failed to find a valid line to set "
1673 1673 "a breakpoint\n"
1674 1674 "after trying up to line: %s.\n"
1675 1675 "Please set a valid breakpoint manually "
1676 1676 "with the -b option." % bp)
1677 1677 error(msg)
1678 1678 return
1679 1679 # if we find a good linenumber, set the breakpoint
1680 1680 deb.do_break('%s:%s' % (filename, bp))
1681 1681 # Start file run
1682 1682 print "NOTE: Enter 'c' at the",
1683 1683 print "%s prompt to start your script." % deb.prompt
1684 1684 try:
1685 1685 deb.run('execfile("%s")' % filename, prog_ns)
1686 1686
1687 1687 except:
1688 1688 etype, value, tb = sys.exc_info()
1689 1689 # Skip three frames in the traceback: the %run one,
1690 1690 # one inside bdb.py, and the command-line typed by the
1691 1691 # user (run by exec in pdb itself).
1692 1692 self.shell.InteractiveTB(etype, value, tb, tb_offset=3)
1693 1693 else:
1694 1694 if runner is None:
1695 1695 runner = self.shell.safe_execfile
1696 1696 if 't' in opts:
1697 1697 # timed execution
1698 1698 try:
1699 1699 nruns = int(opts['N'][0])
1700 1700 if nruns < 1:
1701 1701 error('Number of runs must be >=1')
1702 1702 return
1703 1703 except (KeyError):
1704 1704 nruns = 1
1705 1705 twall0 = time.time()
1706 1706 if nruns == 1:
1707 1707 t0 = clock2()
1708 1708 runner(filename, prog_ns, prog_ns,
1709 1709 exit_ignore=exit_ignore)
1710 1710 t1 = clock2()
1711 1711 t_usr = t1[0] - t0[0]
1712 1712 t_sys = t1[1] - t0[1]
1713 1713 print "\nIPython CPU timings (estimated):"
1714 1714 print " User : %10.2f s." % t_usr
1715 1715 print " System : %10.2f s." % t_sys
1716 1716 else:
1717 1717 runs = range(nruns)
1718 1718 t0 = clock2()
1719 1719 for nr in runs:
1720 1720 runner(filename, prog_ns, prog_ns,
1721 1721 exit_ignore=exit_ignore)
1722 1722 t1 = clock2()
1723 1723 t_usr = t1[0] - t0[0]
1724 1724 t_sys = t1[1] - t0[1]
1725 1725 print "\nIPython CPU timings (estimated):"
1726 1726 print "Total runs performed:", nruns
1727 1727 print " Times : %10.2f %10.2f" % ('Total', 'Per run')
1728 1728 print " User : %10.2f s, %10.2f s." % (t_usr, t_usr / nruns)
1729 1729 print " System : %10.2f s, %10.2f s." % (t_sys, t_sys / nruns)
1730 1730 twall1 = time.time()
1731 1731 print "Wall time: %10.2f s." % (twall1 - twall0)
1732 1732
1733 1733 else:
1734 1734 # regular execution
1735 1735 runner(filename, prog_ns, prog_ns, exit_ignore=exit_ignore)
1736 1736
1737 1737 if 'i' in opts:
1738 1738 self.shell.user_ns['__name__'] = __name__save
1739 1739 else:
1740 1740 # The shell MUST hold a reference to prog_ns so after %run
1741 1741 # exits, the python deletion mechanism doesn't zero it out
1742 1742 # (leaving dangling references).
1743 1743 self.shell.cache_main_mod(prog_ns, filename)
1744 1744 # update IPython interactive namespace
1745 1745
1746 1746 # Some forms of read errors on the file may mean the
1747 1747 # __name__ key was never set; using pop we don't have to
1748 1748 # worry about a possible KeyError.
1749 1749 prog_ns.pop('__name__', None)
1750 1750
1751 1751 self.shell.user_ns.update(prog_ns)
1752 1752 finally:
1753 1753 # It's a bit of a mystery why, but __builtins__ can change from
1754 1754 # being a module to becoming a dict missing some key data after
1755 1755 # %run. As best I can see, this is NOT something IPython is doing
1756 1756 # at all, and similar problems have been reported before:
1757 1757 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1758 1758 # Since this seems to be done by the interpreter itself, the best
1759 1759 # we can do is to at least restore __builtins__ for the user on
1760 1760 # exit.
1761 1761 self.shell.user_ns['__builtins__'] = builtin_mod
1762 1762
1763 1763 # Ensure key global structures are restored
1764 1764 sys.argv = save_argv
1765 1765 if restore_main:
1766 1766 sys.modules['__main__'] = restore_main
1767 1767 else:
1768 1768 # Remove from sys.modules the reference to main_mod we'd
1769 1769 # added. Otherwise it will trap references to objects
1770 1770 # contained therein.
1771 1771 del sys.modules[main_mod_name]
1772 1772
1773 1773 return stats
1774 1774
1775 1775 @skip_doctest
1776 1776 def magic_timeit(self, parameter_s =''):
1777 1777 """Time execution of a Python statement or expression
1778 1778
1779 1779 Usage:\\
1780 1780 %timeit [-n<N> -r<R> [-t|-c]] statement
1781 1781
1782 1782 Time execution of a Python statement or expression using the timeit
1783 1783 module.
1784 1784
1785 1785 Options:
1786 1786 -n<N>: execute the given statement <N> times in a loop. If this value
1787 1787 is not given, a fitting value is chosen.
1788 1788
1789 1789 -r<R>: repeat the loop iteration <R> times and take the best result.
1790 1790 Default: 3
1791 1791
1792 1792 -t: use time.time to measure the time, which is the default on Unix.
1793 1793 This function measures wall time.
1794 1794
1795 1795 -c: use time.clock to measure the time, which is the default on
1796 1796 Windows and measures wall time. On Unix, resource.getrusage is used
1797 1797 instead and returns the CPU user time.
1798 1798
1799 1799 -p<P>: use a precision of <P> digits to display the timing result.
1800 1800 Default: 3
1801 1801
1802 1802
1803 1803 Examples:
1804 1804
1805 1805 In [1]: %timeit pass
1806 1806 10000000 loops, best of 3: 53.3 ns per loop
1807 1807
1808 1808 In [2]: u = None
1809 1809
1810 1810 In [3]: %timeit u is None
1811 1811 10000000 loops, best of 3: 184 ns per loop
1812 1812
1813 1813 In [4]: %timeit -r 4 u == None
1814 1814 1000000 loops, best of 4: 242 ns per loop
1815 1815
1816 1816 In [5]: import time
1817 1817
1818 1818 In [6]: %timeit -n1 time.sleep(2)
1819 1819 1 loops, best of 3: 2 s per loop
1820 1820
1821 1821
1822 1822 The times reported by %timeit will be slightly higher than those
1823 1823 reported by the timeit.py script when variables are accessed. This is
1824 1824 due to the fact that %timeit executes the statement in the namespace
1825 1825 of the shell, compared with timeit.py, which uses a single setup
1826 1826 statement to import function or create variables. Generally, the bias
1827 1827 does not matter as long as results from timeit.py are not mixed with
1828 1828 those from %timeit."""
1829 1829
1830 1830 import timeit
1831 1831 import math
1832 1832
1833 1833 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1834 1834 # certain terminals. Until we figure out a robust way of
1835 1835 # auto-detecting if the terminal can deal with it, use plain 'us' for
1836 1836 # microseconds. I am really NOT happy about disabling the proper
1837 1837 # 'micro' prefix, but crashing is worse... If anyone knows what the
1838 1838 # right solution for this is, I'm all ears...
1839 1839 #
1840 1840 # Note: using
1841 1841 #
1842 1842 # s = u'\xb5'
1843 1843 # s.encode(sys.getdefaultencoding())
1844 1844 #
1845 1845 # is not sufficient, as I've seen terminals where that fails but
1846 1846 # print s
1847 1847 #
1848 1848 # succeeds
1849 1849 #
1850 1850 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1851 1851
1852 1852 #units = [u"s", u"ms",u'\xb5',"ns"]
1853 1853 units = [u"s", u"ms",u'us',"ns"]
1854 1854
1855 1855 scaling = [1, 1e3, 1e6, 1e9]
1856 1856
1857 1857 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1858 1858 posix=False)
1859 1859 if stmt == "":
1860 1860 return
1861 1861 timefunc = timeit.default_timer
1862 1862 number = int(getattr(opts, "n", 0))
1863 1863 repeat = int(getattr(opts, "r", timeit.default_repeat))
1864 1864 precision = int(getattr(opts, "p", 3))
1865 1865 if hasattr(opts, "t"):
1866 1866 timefunc = time.time
1867 1867 if hasattr(opts, "c"):
1868 1868 timefunc = clock
1869 1869
1870 1870 timer = timeit.Timer(timer=timefunc)
1871 1871 # this code has tight coupling to the inner workings of timeit.Timer,
1872 1872 # but is there a better way to achieve that the code stmt has access
1873 1873 # to the shell namespace?
1874 1874
1875 1875 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1876 1876 'setup': "pass"}
1877 1877 # Track compilation time so it can be reported if too long
1878 1878 # Minimum time above which compilation time will be reported
1879 1879 tc_min = 0.1
1880 1880
1881 1881 t0 = clock()
1882 1882 code = compile(src, "<magic-timeit>", "exec")
1883 1883 tc = clock()-t0
1884 1884
1885 1885 ns = {}
1886 1886 exec code in self.shell.user_ns, ns
1887 1887 timer.inner = ns["inner"]
1888 1888
1889 1889 if number == 0:
1890 1890 # determine number so that 0.2 <= total time < 2.0
1891 1891 number = 1
1892 1892 for i in range(1, 10):
1893 1893 if timer.timeit(number) >= 0.2:
1894 1894 break
1895 1895 number *= 10
1896 1896
1897 1897 best = min(timer.repeat(repeat, number)) / number
1898 1898
1899 1899 if best > 0.0 and best < 1000.0:
1900 1900 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1901 1901 elif best >= 1000.0:
1902 1902 order = 0
1903 1903 else:
1904 1904 order = 3
1905 1905 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1906 1906 precision,
1907 1907 best * scaling[order],
1908 1908 units[order])
1909 1909 if tc > tc_min:
1910 1910 print "Compiler time: %.2f s" % tc
1911 1911
1912 1912 @skip_doctest
1913 1913 @needs_local_scope
1914 1914 def magic_time(self,parameter_s = ''):
1915 1915 """Time execution of a Python statement or expression.
1916 1916
1917 1917 The CPU and wall clock times are printed, and the value of the
1918 1918 expression (if any) is returned. Note that under Win32, system time
1919 1919 is always reported as 0, since it can not be measured.
1920 1920
1921 1921 This function provides very basic timing functionality. In Python
1922 1922 2.3, the timeit module offers more control and sophistication, so this
1923 1923 could be rewritten to use it (patches welcome).
1924 1924
1925 1925 Some examples:
1926 1926
1927 1927 In [1]: time 2**128
1928 1928 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1929 1929 Wall time: 0.00
1930 1930 Out[1]: 340282366920938463463374607431768211456L
1931 1931
1932 1932 In [2]: n = 1000000
1933 1933
1934 1934 In [3]: time sum(range(n))
1935 1935 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1936 1936 Wall time: 1.37
1937 1937 Out[3]: 499999500000L
1938 1938
1939 1939 In [4]: time print 'hello world'
1940 1940 hello world
1941 1941 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1942 1942 Wall time: 0.00
1943 1943
1944 1944 Note that the time needed by Python to compile the given expression
1945 1945 will be reported if it is more than 0.1s. In this example, the
1946 1946 actual exponentiation is done by Python at compilation time, so while
1947 1947 the expression can take a noticeable amount of time to compute, that
1948 1948 time is purely due to the compilation:
1949 1949
1950 1950 In [5]: time 3**9999;
1951 1951 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1952 1952 Wall time: 0.00 s
1953 1953
1954 1954 In [6]: time 3**999999;
1955 1955 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1956 1956 Wall time: 0.00 s
1957 1957 Compiler : 0.78 s
1958 1958 """
1959 1959
1960 1960 # fail immediately if the given expression can't be compiled
1961 1961
1962 1962 expr = self.shell.prefilter(parameter_s,False)
1963 1963
1964 1964 # Minimum time above which compilation time will be reported
1965 1965 tc_min = 0.1
1966 1966
1967 1967 try:
1968 1968 mode = 'eval'
1969 1969 t0 = clock()
1970 1970 code = compile(expr,'<timed eval>',mode)
1971 1971 tc = clock()-t0
1972 1972 except SyntaxError:
1973 1973 mode = 'exec'
1974 1974 t0 = clock()
1975 1975 code = compile(expr,'<timed exec>',mode)
1976 1976 tc = clock()-t0
1977 1977 # skew measurement as little as possible
1978 1978 glob = self.shell.user_ns
1979 1979 locs = self._magic_locals
1980 1980 clk = clock2
1981 1981 wtime = time.time
1982 1982 # time execution
1983 1983 wall_st = wtime()
1984 1984 if mode=='eval':
1985 1985 st = clk()
1986 1986 out = eval(code, glob, locs)
1987 1987 end = clk()
1988 1988 else:
1989 1989 st = clk()
1990 1990 exec code in glob, locs
1991 1991 end = clk()
1992 1992 out = None
1993 1993 wall_end = wtime()
1994 1994 # Compute actual times and report
1995 1995 wall_time = wall_end-wall_st
1996 1996 cpu_user = end[0]-st[0]
1997 1997 cpu_sys = end[1]-st[1]
1998 1998 cpu_tot = cpu_user+cpu_sys
1999 1999 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
2000 2000 (cpu_user,cpu_sys,cpu_tot)
2001 2001 print "Wall time: %.2f s" % wall_time
2002 2002 if tc > tc_min:
2003 2003 print "Compiler : %.2f s" % tc
2004 2004 return out
2005 2005
2006 2006 @skip_doctest
2007 2007 def magic_macro(self,parameter_s = ''):
2008 2008 """Define a macro for future re-execution. It accepts ranges of history,
2009 2009 filenames or string objects.
2010 2010
2011 2011 Usage:\\
2012 2012 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
2013 2013
2014 2014 Options:
2015 2015
2016 2016 -r: use 'raw' input. By default, the 'processed' history is used,
2017 2017 so that magics are loaded in their transformed version to valid
2018 2018 Python. If this option is given, the raw input as typed as the
2019 2019 command line is used instead.
2020 2020
2021 2021 This will define a global variable called `name` which is a string
2022 2022 made of joining the slices and lines you specify (n1,n2,... numbers
2023 2023 above) from your input history into a single string. This variable
2024 2024 acts like an automatic function which re-executes those lines as if
2025 2025 you had typed them. You just type 'name' at the prompt and the code
2026 2026 executes.
2027 2027
2028 2028 The syntax for indicating input ranges is described in %history.
2029 2029
2030 2030 Note: as a 'hidden' feature, you can also use traditional python slice
2031 2031 notation, where N:M means numbers N through M-1.
2032 2032
2033 2033 For example, if your history contains (%hist prints it):
2034 2034
2035 2035 44: x=1
2036 2036 45: y=3
2037 2037 46: z=x+y
2038 2038 47: print x
2039 2039 48: a=5
2040 2040 49: print 'x',x,'y',y
2041 2041
2042 2042 you can create a macro with lines 44 through 47 (included) and line 49
2043 2043 called my_macro with:
2044 2044
2045 2045 In [55]: %macro my_macro 44-47 49
2046 2046
2047 2047 Now, typing `my_macro` (without quotes) will re-execute all this code
2048 2048 in one pass.
2049 2049
2050 2050 You don't need to give the line-numbers in order, and any given line
2051 2051 number can appear multiple times. You can assemble macros with any
2052 2052 lines from your input history in any order.
2053 2053
2054 2054 The macro is a simple object which holds its value in an attribute,
2055 2055 but IPython's display system checks for macros and executes them as
2056 2056 code instead of printing them when you type their name.
2057 2057
2058 2058 You can view a macro's contents by explicitly printing it with:
2059 2059
2060 2060 'print macro_name'.
2061 2061
2062 2062 """
2063 2063 opts,args = self.parse_options(parameter_s,'r',mode='list')
2064 2064 if not args: # List existing macros
2065 2065 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2066 2066 isinstance(v, Macro))
2067 2067 if len(args) == 1:
2068 2068 raise UsageError(
2069 2069 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2070 2070 name, codefrom = args[0], " ".join(args[1:])
2071 2071
2072 2072 #print 'rng',ranges # dbg
2073 2073 try:
2074 2074 lines = self.shell.find_user_code(codefrom, 'r' in opts)
2075 2075 except (ValueError, TypeError) as e:
2076 2076 print e.args[0]
2077 2077 return
2078 2078 macro = Macro(lines)
2079 2079 self.shell.define_macro(name, macro)
2080 2080 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2081 2081 print '=== Macro contents: ==='
2082 2082 print macro,
2083 2083
2084 2084 def magic_save(self,parameter_s = ''):
2085 2085 """Save a set of lines or a macro to a given filename.
2086 2086
2087 2087 Usage:\\
2088 2088 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2089 2089
2090 2090 Options:
2091 2091
2092 2092 -r: use 'raw' input. By default, the 'processed' history is used,
2093 2093 so that magics are loaded in their transformed version to valid
2094 2094 Python. If this option is given, the raw input as typed as the
2095 2095 command line is used instead.
2096 2096
2097 2097 This function uses the same syntax as %history for input ranges,
2098 2098 then saves the lines to the filename you specify.
2099 2099
2100 2100 It adds a '.py' extension to the file if you don't do so yourself, and
2101 2101 it asks for confirmation before overwriting existing files."""
2102 2102
2103 2103 opts,args = self.parse_options(parameter_s,'r',mode='list')
2104 2104 fname, codefrom = unquote_filename(args[0]), " ".join(args[1:])
2105 2105 if not fname.endswith('.py'):
2106 2106 fname += '.py'
2107 2107 if os.path.isfile(fname):
2108 2108 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2109 2109 if ans.lower() not in ['y','yes']:
2110 2110 print 'Operation cancelled.'
2111 2111 return
2112 2112 try:
2113 2113 cmds = self.shell.find_user_code(codefrom, 'r' in opts)
2114 2114 except (TypeError, ValueError) as e:
2115 2115 print e.args[0]
2116 2116 return
2117 2117 with py3compat.open(fname,'w', encoding="utf-8") as f:
2118 2118 f.write(u"# coding: utf-8\n")
2119 2119 f.write(py3compat.cast_unicode(cmds))
2120 2120 print 'The following commands were written to file `%s`:' % fname
2121 2121 print cmds
2122 2122
2123 2123 def magic_pastebin(self, parameter_s = ''):
2124 2124 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2125 2125 try:
2126 2126 code = self.shell.find_user_code(parameter_s)
2127 2127 except (ValueError, TypeError) as e:
2128 2128 print e.args[0]
2129 2129 return
2130 2130 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2131 2131 id = pbserver.pastes.newPaste("python", code)
2132 2132 return "http://paste.pocoo.org/show/" + id
2133 2133
2134 2134 def magic_loadpy(self, arg_s):
2135 2135 """Load a .py python script into the GUI console.
2136 2136
2137 2137 This magic command can either take a local filename or a url::
2138 2138
2139 2139 %loadpy myscript.py
2140 2140 %loadpy http://www.example.com/myscript.py
2141 2141 """
2142 2142 arg_s = unquote_filename(arg_s)
2143 2143 if not arg_s.endswith('.py'):
2144 2144 raise ValueError('%%load only works with .py files: %s' % arg_s)
2145 2145 if arg_s.startswith('http'):
2146 2146 import urllib2
2147 2147 response = urllib2.urlopen(arg_s)
2148 2148 content = response.read()
2149 2149 else:
2150 2150 with open(arg_s) as f:
2151 2151 content = f.read()
2152 2152 self.set_next_input(content)
2153 2153
2154 2154 def _find_edit_target(self, args, opts, last_call):
2155 2155 """Utility method used by magic_edit to find what to edit."""
2156 2156
2157 2157 def make_filename(arg):
2158 2158 "Make a filename from the given args"
2159 2159 arg = unquote_filename(arg)
2160 2160 try:
2161 2161 filename = get_py_filename(arg)
2162 2162 except IOError:
2163 2163 # If it ends with .py but doesn't already exist, assume we want
2164 2164 # a new file.
2165 2165 if arg.endswith('.py'):
2166 2166 filename = arg
2167 2167 else:
2168 2168 filename = None
2169 2169 return filename
2170 2170
2171 2171 # Set a few locals from the options for convenience:
2172 2172 opts_prev = 'p' in opts
2173 2173 opts_raw = 'r' in opts
2174 2174
2175 2175 # custom exceptions
2176 2176 class DataIsObject(Exception): pass
2177 2177
2178 2178 # Default line number value
2179 2179 lineno = opts.get('n',None)
2180 2180
2181 2181 if opts_prev:
2182 2182 args = '_%s' % last_call[0]
2183 2183 if not self.shell.user_ns.has_key(args):
2184 2184 args = last_call[1]
2185 2185
2186 2186 # use last_call to remember the state of the previous call, but don't
2187 2187 # let it be clobbered by successive '-p' calls.
2188 2188 try:
2189 2189 last_call[0] = self.shell.displayhook.prompt_count
2190 2190 if not opts_prev:
2191 2191 last_call[1] = parameter_s
2192 2192 except:
2193 2193 pass
2194 2194
2195 2195 # by default this is done with temp files, except when the given
2196 2196 # arg is a filename
2197 2197 use_temp = True
2198 2198
2199 2199 data = ''
2200 2200
2201 2201 # First, see if the arguments should be a filename.
2202 2202 filename = make_filename(args)
2203 2203 if filename:
2204 2204 use_temp = False
2205 2205 elif args:
2206 2206 # Mode where user specifies ranges of lines, like in %macro.
2207 2207 data = self.extract_input_lines(args, opts_raw)
2208 2208 if not data:
2209 2209 try:
2210 2210 # Load the parameter given as a variable. If not a string,
2211 2211 # process it as an object instead (below)
2212 2212
2213 2213 #print '*** args',args,'type',type(args) # dbg
2214 2214 data = eval(args, self.shell.user_ns)
2215 2215 if not isinstance(data, basestring):
2216 2216 raise DataIsObject
2217 2217
2218 2218 except (NameError,SyntaxError):
2219 2219 # given argument is not a variable, try as a filename
2220 2220 filename = make_filename(args)
2221 2221 if filename is None:
2222 2222 warn("Argument given (%s) can't be found as a variable "
2223 2223 "or as a filename." % args)
2224 2224 return
2225 2225 use_temp = False
2226 2226
2227 2227 except DataIsObject:
2228 2228 # macros have a special edit function
2229 2229 if isinstance(data, Macro):
2230 2230 raise MacroToEdit(data)
2231 2231
2232 2232 # For objects, try to edit the file where they are defined
2233 2233 try:
2234 2234 filename = inspect.getabsfile(data)
2235 2235 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2236 2236 # class created by %edit? Try to find source
2237 2237 # by looking for method definitions instead, the
2238 2238 # __module__ in those classes is FakeModule.
2239 2239 attrs = [getattr(data, aname) for aname in dir(data)]
2240 2240 for attr in attrs:
2241 2241 if not inspect.ismethod(attr):
2242 2242 continue
2243 2243 filename = inspect.getabsfile(attr)
2244 2244 if filename and 'fakemodule' not in filename.lower():
2245 2245 # change the attribute to be the edit target instead
2246 2246 data = attr
2247 2247 break
2248 2248
2249 2249 datafile = 1
2250 2250 except TypeError:
2251 2251 filename = make_filename(args)
2252 2252 datafile = 1
2253 2253 warn('Could not find file where `%s` is defined.\n'
2254 2254 'Opening a file named `%s`' % (args,filename))
2255 2255 # Now, make sure we can actually read the source (if it was in
2256 2256 # a temp file it's gone by now).
2257 2257 if datafile:
2258 2258 try:
2259 2259 if lineno is None:
2260 2260 lineno = inspect.getsourcelines(data)[1]
2261 2261 except IOError:
2262 2262 filename = make_filename(args)
2263 2263 if filename is None:
2264 2264 warn('The file `%s` where `%s` was defined cannot '
2265 2265 'be read.' % (filename,data))
2266 2266 return
2267 2267 use_temp = False
2268 2268
2269 2269 if use_temp:
2270 2270 filename = self.shell.mktempfile(data)
2271 2271 print 'IPython will make a temporary file named:',filename
2272 2272
2273 2273 return filename, lineno, use_temp
2274 2274
2275 2275 def _edit_macro(self,mname,macro):
2276 2276 """open an editor with the macro data in a file"""
2277 2277 filename = self.shell.mktempfile(macro.value)
2278 2278 self.shell.hooks.editor(filename)
2279 2279
2280 2280 # and make a new macro object, to replace the old one
2281 2281 mfile = open(filename)
2282 2282 mvalue = mfile.read()
2283 2283 mfile.close()
2284 2284 self.shell.user_ns[mname] = Macro(mvalue)
2285 2285
2286 2286 def magic_ed(self,parameter_s=''):
2287 2287 """Alias to %edit."""
2288 2288 return self.magic_edit(parameter_s)
2289 2289
2290 2290 @skip_doctest
2291 2291 def magic_edit(self,parameter_s='',last_call=['','']):
2292 2292 """Bring up an editor and execute the resulting code.
2293 2293
2294 2294 Usage:
2295 2295 %edit [options] [args]
2296 2296
2297 2297 %edit runs IPython's editor hook. The default version of this hook is
2298 2298 set to call the editor specified by your $EDITOR environment variable.
2299 2299 If this isn't found, it will default to vi under Linux/Unix and to
2300 2300 notepad under Windows. See the end of this docstring for how to change
2301 2301 the editor hook.
2302 2302
2303 2303 You can also set the value of this editor via the
2304 2304 ``TerminalInteractiveShell.editor`` option in your configuration file.
2305 2305 This is useful if you wish to use a different editor from your typical
2306 2306 default with IPython (and for Windows users who typically don't set
2307 2307 environment variables).
2308 2308
2309 2309 This command allows you to conveniently edit multi-line code right in
2310 2310 your IPython session.
2311 2311
2312 2312 If called without arguments, %edit opens up an empty editor with a
2313 2313 temporary file and will execute the contents of this file when you
2314 2314 close it (don't forget to save it!).
2315 2315
2316 2316
2317 2317 Options:
2318 2318
2319 2319 -n <number>: open the editor at a specified line number. By default,
2320 2320 the IPython editor hook uses the unix syntax 'editor +N filename', but
2321 2321 you can configure this by providing your own modified hook if your
2322 2322 favorite editor supports line-number specifications with a different
2323 2323 syntax.
2324 2324
2325 2325 -p: this will call the editor with the same data as the previous time
2326 2326 it was used, regardless of how long ago (in your current session) it
2327 2327 was.
2328 2328
2329 2329 -r: use 'raw' input. This option only applies to input taken from the
2330 2330 user's history. By default, the 'processed' history is used, so that
2331 2331 magics are loaded in their transformed version to valid Python. If
2332 2332 this option is given, the raw input as typed as the command line is
2333 2333 used instead. When you exit the editor, it will be executed by
2334 2334 IPython's own processor.
2335 2335
2336 2336 -x: do not execute the edited code immediately upon exit. This is
2337 2337 mainly useful if you are editing programs which need to be called with
2338 2338 command line arguments, which you can then do using %run.
2339 2339
2340 2340
2341 2341 Arguments:
2342 2342
2343 2343 If arguments are given, the following possibilites exist:
2344 2344
2345 2345 - If the argument is a filename, IPython will load that into the
2346 2346 editor. It will execute its contents with execfile() when you exit,
2347 2347 loading any code in the file into your interactive namespace.
2348 2348
2349 2349 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2350 2350 The syntax is the same as in the %history magic.
2351 2351
2352 2352 - If the argument is a string variable, its contents are loaded
2353 2353 into the editor. You can thus edit any string which contains
2354 2354 python code (including the result of previous edits).
2355 2355
2356 2356 - If the argument is the name of an object (other than a string),
2357 2357 IPython will try to locate the file where it was defined and open the
2358 2358 editor at the point where it is defined. You can use `%edit function`
2359 2359 to load an editor exactly at the point where 'function' is defined,
2360 2360 edit it and have the file be executed automatically.
2361 2361
2362 2362 - If the object is a macro (see %macro for details), this opens up your
2363 2363 specified editor with a temporary file containing the macro's data.
2364 2364 Upon exit, the macro is reloaded with the contents of the file.
2365 2365
2366 2366 Note: opening at an exact line is only supported under Unix, and some
2367 2367 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2368 2368 '+NUMBER' parameter necessary for this feature. Good editors like
2369 2369 (X)Emacs, vi, jed, pico and joe all do.
2370 2370
2371 2371 After executing your code, %edit will return as output the code you
2372 2372 typed in the editor (except when it was an existing file). This way
2373 2373 you can reload the code in further invocations of %edit as a variable,
2374 2374 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2375 2375 the output.
2376 2376
2377 2377 Note that %edit is also available through the alias %ed.
2378 2378
2379 2379 This is an example of creating a simple function inside the editor and
2380 2380 then modifying it. First, start up the editor:
2381 2381
2382 2382 In [1]: ed
2383 2383 Editing... done. Executing edited code...
2384 2384 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2385 2385
2386 2386 We can then call the function foo():
2387 2387
2388 2388 In [2]: foo()
2389 2389 foo() was defined in an editing session
2390 2390
2391 2391 Now we edit foo. IPython automatically loads the editor with the
2392 2392 (temporary) file where foo() was previously defined:
2393 2393
2394 2394 In [3]: ed foo
2395 2395 Editing... done. Executing edited code...
2396 2396
2397 2397 And if we call foo() again we get the modified version:
2398 2398
2399 2399 In [4]: foo()
2400 2400 foo() has now been changed!
2401 2401
2402 2402 Here is an example of how to edit a code snippet successive
2403 2403 times. First we call the editor:
2404 2404
2405 2405 In [5]: ed
2406 2406 Editing... done. Executing edited code...
2407 2407 hello
2408 2408 Out[5]: "print 'hello'n"
2409 2409
2410 2410 Now we call it again with the previous output (stored in _):
2411 2411
2412 2412 In [6]: ed _
2413 2413 Editing... done. Executing edited code...
2414 2414 hello world
2415 2415 Out[6]: "print 'hello world'n"
2416 2416
2417 2417 Now we call it with the output #8 (stored in _8, also as Out[8]):
2418 2418
2419 2419 In [7]: ed _8
2420 2420 Editing... done. Executing edited code...
2421 2421 hello again
2422 2422 Out[7]: "print 'hello again'n"
2423 2423
2424 2424
2425 2425 Changing the default editor hook:
2426 2426
2427 2427 If you wish to write your own editor hook, you can put it in a
2428 2428 configuration file which you load at startup time. The default hook
2429 2429 is defined in the IPython.core.hooks module, and you can use that as a
2430 2430 starting example for further modifications. That file also has
2431 2431 general instructions on how to set a new hook for use once you've
2432 2432 defined it."""
2433 2433 opts,args = self.parse_options(parameter_s,'prxn:')
2434 2434
2435 2435 try:
2436 2436 filename, lineno, is_temp = self._find_edit_target(args, opts, last_call)
2437 2437 except MacroToEdit as e:
2438 2438 self._edit_macro(args, e.args[0])
2439 2439 return
2440 2440
2441 2441 # do actual editing here
2442 2442 print 'Editing...',
2443 2443 sys.stdout.flush()
2444 2444 try:
2445 2445 # Quote filenames that may have spaces in them
2446 2446 if ' ' in filename:
2447 2447 filename = "'%s'" % filename
2448 2448 self.shell.hooks.editor(filename,lineno)
2449 2449 except TryNext:
2450 2450 warn('Could not open editor')
2451 2451 return
2452 2452
2453 2453 # XXX TODO: should this be generalized for all string vars?
2454 2454 # For now, this is special-cased to blocks created by cpaste
2455 2455 if args.strip() == 'pasted_block':
2456 2456 self.shell.user_ns['pasted_block'] = file_read(filename)
2457 2457
2458 2458 if 'x' in opts: # -x prevents actual execution
2459 2459 print
2460 2460 else:
2461 2461 print 'done. Executing edited code...'
2462 2462 if 'r' in opts: # Untranslated IPython code
2463 2463 self.shell.run_cell(file_read(filename),
2464 2464 store_history=False)
2465 2465 else:
2466 2466 self.shell.safe_execfile(filename,self.shell.user_ns,
2467 2467 self.shell.user_ns)
2468 2468
2469 2469 if is_temp:
2470 2470 try:
2471 2471 return open(filename).read()
2472 2472 except IOError,msg:
2473 2473 if msg.filename == filename:
2474 2474 warn('File not found. Did you forget to save?')
2475 2475 return
2476 2476 else:
2477 2477 self.shell.showtraceback()
2478 2478
2479 2479 def magic_xmode(self,parameter_s = ''):
2480 2480 """Switch modes for the exception handlers.
2481 2481
2482 2482 Valid modes: Plain, Context and Verbose.
2483 2483
2484 2484 If called without arguments, acts as a toggle."""
2485 2485
2486 2486 def xmode_switch_err(name):
2487 2487 warn('Error changing %s exception modes.\n%s' %
2488 2488 (name,sys.exc_info()[1]))
2489 2489
2490 2490 shell = self.shell
2491 2491 new_mode = parameter_s.strip().capitalize()
2492 2492 try:
2493 2493 shell.InteractiveTB.set_mode(mode=new_mode)
2494 2494 print 'Exception reporting mode:',shell.InteractiveTB.mode
2495 2495 except:
2496 2496 xmode_switch_err('user')
2497 2497
2498 2498 def magic_colors(self,parameter_s = ''):
2499 2499 """Switch color scheme for prompts, info system and exception handlers.
2500 2500
2501 2501 Currently implemented schemes: NoColor, Linux, LightBG.
2502 2502
2503 2503 Color scheme names are not case-sensitive.
2504 2504
2505 2505 Examples
2506 2506 --------
2507 2507 To get a plain black and white terminal::
2508 2508
2509 2509 %colors nocolor
2510 2510 """
2511 2511
2512 2512 def color_switch_err(name):
2513 2513 warn('Error changing %s color schemes.\n%s' %
2514 2514 (name,sys.exc_info()[1]))
2515 2515
2516 2516
2517 2517 new_scheme = parameter_s.strip()
2518 2518 if not new_scheme:
2519 2519 raise UsageError(
2520 2520 "%colors: you must specify a color scheme. See '%colors?'")
2521 2521 return
2522 2522 # local shortcut
2523 2523 shell = self.shell
2524 2524
2525 2525 import IPython.utils.rlineimpl as readline
2526 2526
2527 2527 if not shell.colors_force and \
2528 2528 not readline.have_readline and sys.platform == "win32":
2529 2529 msg = """\
2530 2530 Proper color support under MS Windows requires the pyreadline library.
2531 2531 You can find it at:
2532 2532 http://ipython.org/pyreadline.html
2533 2533 Gary's readline needs the ctypes module, from:
2534 2534 http://starship.python.net/crew/theller/ctypes
2535 2535 (Note that ctypes is already part of Python versions 2.5 and newer).
2536 2536
2537 2537 Defaulting color scheme to 'NoColor'"""
2538 2538 new_scheme = 'NoColor'
2539 2539 warn(msg)
2540 2540
2541 2541 # readline option is 0
2542 2542 if not shell.colors_force and not shell.has_readline:
2543 2543 new_scheme = 'NoColor'
2544 2544
2545 2545 # Set prompt colors
2546 2546 try:
2547 2547 shell.displayhook.set_colors(new_scheme)
2548 2548 except:
2549 2549 color_switch_err('prompt')
2550 2550 else:
2551 2551 shell.colors = \
2552 2552 shell.displayhook.color_table.active_scheme_name
2553 2553 # Set exception colors
2554 2554 try:
2555 2555 shell.InteractiveTB.set_colors(scheme = new_scheme)
2556 2556 shell.SyntaxTB.set_colors(scheme = new_scheme)
2557 2557 except:
2558 2558 color_switch_err('exception')
2559 2559
2560 2560 # Set info (for 'object?') colors
2561 2561 if shell.color_info:
2562 2562 try:
2563 2563 shell.inspector.set_active_scheme(new_scheme)
2564 2564 except:
2565 2565 color_switch_err('object inspector')
2566 2566 else:
2567 2567 shell.inspector.set_active_scheme('NoColor')
2568 2568
2569 2569 def magic_pprint(self, parameter_s=''):
2570 2570 """Toggle pretty printing on/off."""
2571 2571 ptformatter = self.shell.display_formatter.formatters['text/plain']
2572 2572 ptformatter.pprint = bool(1 - ptformatter.pprint)
2573 2573 print 'Pretty printing has been turned', \
2574 2574 ['OFF','ON'][ptformatter.pprint]
2575 2575
2576 2576 #......................................................................
2577 2577 # Functions to implement unix shell-type things
2578 2578
2579 2579 @skip_doctest
2580 2580 def magic_alias(self, parameter_s = ''):
2581 2581 """Define an alias for a system command.
2582 2582
2583 2583 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2584 2584
2585 2585 Then, typing 'alias_name params' will execute the system command 'cmd
2586 2586 params' (from your underlying operating system).
2587 2587
2588 2588 Aliases have lower precedence than magic functions and Python normal
2589 2589 variables, so if 'foo' is both a Python variable and an alias, the
2590 2590 alias can not be executed until 'del foo' removes the Python variable.
2591 2591
2592 2592 You can use the %l specifier in an alias definition to represent the
2593 2593 whole line when the alias is called. For example:
2594 2594
2595 2595 In [2]: alias bracket echo "Input in brackets: <%l>"
2596 2596 In [3]: bracket hello world
2597 2597 Input in brackets: <hello world>
2598 2598
2599 2599 You can also define aliases with parameters using %s specifiers (one
2600 2600 per parameter):
2601 2601
2602 2602 In [1]: alias parts echo first %s second %s
2603 2603 In [2]: %parts A B
2604 2604 first A second B
2605 2605 In [3]: %parts A
2606 2606 Incorrect number of arguments: 2 expected.
2607 2607 parts is an alias to: 'echo first %s second %s'
2608 2608
2609 2609 Note that %l and %s are mutually exclusive. You can only use one or
2610 2610 the other in your aliases.
2611 2611
2612 2612 Aliases expand Python variables just like system calls using ! or !!
2613 2613 do: all expressions prefixed with '$' get expanded. For details of
2614 2614 the semantic rules, see PEP-215:
2615 2615 http://www.python.org/peps/pep-0215.html. This is the library used by
2616 2616 IPython for variable expansion. If you want to access a true shell
2617 2617 variable, an extra $ is necessary to prevent its expansion by IPython:
2618 2618
2619 2619 In [6]: alias show echo
2620 2620 In [7]: PATH='A Python string'
2621 2621 In [8]: show $PATH
2622 2622 A Python string
2623 2623 In [9]: show $$PATH
2624 2624 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2625 2625
2626 2626 You can use the alias facility to acess all of $PATH. See the %rehash
2627 2627 and %rehashx functions, which automatically create aliases for the
2628 2628 contents of your $PATH.
2629 2629
2630 2630 If called with no parameters, %alias prints the current alias table."""
2631 2631
2632 2632 par = parameter_s.strip()
2633 2633 if not par:
2634 2634 stored = self.db.get('stored_aliases', {} )
2635 2635 aliases = sorted(self.shell.alias_manager.aliases)
2636 2636 # for k, v in stored:
2637 2637 # atab.append(k, v[0])
2638 2638
2639 2639 print "Total number of aliases:", len(aliases)
2640 2640 sys.stdout.flush()
2641 2641 return aliases
2642 2642
2643 2643 # Now try to define a new one
2644 2644 try:
2645 2645 alias,cmd = par.split(None, 1)
2646 2646 except:
2647 2647 print oinspect.getdoc(self.magic_alias)
2648 2648 else:
2649 2649 self.shell.alias_manager.soft_define_alias(alias, cmd)
2650 2650 # end magic_alias
2651 2651
2652 2652 def magic_unalias(self, parameter_s = ''):
2653 2653 """Remove an alias"""
2654 2654
2655 2655 aname = parameter_s.strip()
2656 2656 self.shell.alias_manager.undefine_alias(aname)
2657 2657 stored = self.db.get('stored_aliases', {} )
2658 2658 if aname in stored:
2659 2659 print "Removing %stored alias",aname
2660 2660 del stored[aname]
2661 2661 self.db['stored_aliases'] = stored
2662 2662
2663 2663 def magic_rehashx(self, parameter_s = ''):
2664 2664 """Update the alias table with all executable files in $PATH.
2665 2665
2666 2666 This version explicitly checks that every entry in $PATH is a file
2667 2667 with execute access (os.X_OK), so it is much slower than %rehash.
2668 2668
2669 2669 Under Windows, it checks executability as a match agains a
2670 2670 '|'-separated string of extensions, stored in the IPython config
2671 2671 variable win_exec_ext. This defaults to 'exe|com|bat'.
2672 2672
2673 2673 This function also resets the root module cache of module completer,
2674 2674 used on slow filesystems.
2675 2675 """
2676 2676 from IPython.core.alias import InvalidAliasError
2677 2677
2678 2678 # for the benefit of module completer in ipy_completers.py
2679 2679 del self.db['rootmodules']
2680 2680
2681 2681 path = [os.path.abspath(os.path.expanduser(p)) for p in
2682 2682 os.environ.get('PATH','').split(os.pathsep)]
2683 2683 path = filter(os.path.isdir,path)
2684 2684
2685 2685 syscmdlist = []
2686 2686 # Now define isexec in a cross platform manner.
2687 2687 if os.name == 'posix':
2688 2688 isexec = lambda fname:os.path.isfile(fname) and \
2689 2689 os.access(fname,os.X_OK)
2690 2690 else:
2691 2691 try:
2692 2692 winext = os.environ['pathext'].replace(';','|').replace('.','')
2693 2693 except KeyError:
2694 2694 winext = 'exe|com|bat|py'
2695 2695 if 'py' not in winext:
2696 2696 winext += '|py'
2697 2697 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2698 2698 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2699 2699 savedir = os.getcwdu()
2700 2700
2701 2701 # Now walk the paths looking for executables to alias.
2702 2702 try:
2703 2703 # write the whole loop for posix/Windows so we don't have an if in
2704 2704 # the innermost part
2705 2705 if os.name == 'posix':
2706 2706 for pdir in path:
2707 2707 os.chdir(pdir)
2708 2708 for ff in os.listdir(pdir):
2709 2709 if isexec(ff):
2710 2710 try:
2711 2711 # Removes dots from the name since ipython
2712 2712 # will assume names with dots to be python.
2713 2713 self.shell.alias_manager.define_alias(
2714 2714 ff.replace('.',''), ff)
2715 2715 except InvalidAliasError:
2716 2716 pass
2717 2717 else:
2718 2718 syscmdlist.append(ff)
2719 2719 else:
2720 2720 no_alias = self.shell.alias_manager.no_alias
2721 2721 for pdir in path:
2722 2722 os.chdir(pdir)
2723 2723 for ff in os.listdir(pdir):
2724 2724 base, ext = os.path.splitext(ff)
2725 2725 if isexec(ff) and base.lower() not in no_alias:
2726 2726 if ext.lower() == '.exe':
2727 2727 ff = base
2728 2728 try:
2729 2729 # Removes dots from the name since ipython
2730 2730 # will assume names with dots to be python.
2731 2731 self.shell.alias_manager.define_alias(
2732 2732 base.lower().replace('.',''), ff)
2733 2733 except InvalidAliasError:
2734 2734 pass
2735 2735 syscmdlist.append(ff)
2736 2736 db = self.db
2737 2737 db['syscmdlist'] = syscmdlist
2738 2738 finally:
2739 2739 os.chdir(savedir)
2740 2740
2741 2741 @skip_doctest
2742 2742 def magic_pwd(self, parameter_s = ''):
2743 2743 """Return the current working directory path.
2744 2744
2745 2745 Examples
2746 2746 --------
2747 2747 ::
2748 2748
2749 2749 In [9]: pwd
2750 2750 Out[9]: '/home/tsuser/sprint/ipython'
2751 2751 """
2752 2752 return os.getcwdu()
2753 2753
2754 2754 @skip_doctest
2755 2755 def magic_cd(self, parameter_s=''):
2756 2756 """Change the current working directory.
2757 2757
2758 2758 This command automatically maintains an internal list of directories
2759 2759 you visit during your IPython session, in the variable _dh. The
2760 2760 command %dhist shows this history nicely formatted. You can also
2761 2761 do 'cd -<tab>' to see directory history conveniently.
2762 2762
2763 2763 Usage:
2764 2764
2765 2765 cd 'dir': changes to directory 'dir'.
2766 2766
2767 2767 cd -: changes to the last visited directory.
2768 2768
2769 2769 cd -<n>: changes to the n-th directory in the directory history.
2770 2770
2771 2771 cd --foo: change to directory that matches 'foo' in history
2772 2772
2773 2773 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2774 2774 (note: cd <bookmark_name> is enough if there is no
2775 2775 directory <bookmark_name>, but a bookmark with the name exists.)
2776 2776 'cd -b <tab>' allows you to tab-complete bookmark names.
2777 2777
2778 2778 Options:
2779 2779
2780 2780 -q: quiet. Do not print the working directory after the cd command is
2781 2781 executed. By default IPython's cd command does print this directory,
2782 2782 since the default prompts do not display path information.
2783 2783
2784 2784 Note that !cd doesn't work for this purpose because the shell where
2785 2785 !command runs is immediately discarded after executing 'command'.
2786 2786
2787 2787 Examples
2788 2788 --------
2789 2789 ::
2790 2790
2791 2791 In [10]: cd parent/child
2792 2792 /home/tsuser/parent/child
2793 2793 """
2794 2794
2795 2795 parameter_s = parameter_s.strip()
2796 2796 #bkms = self.shell.persist.get("bookmarks",{})
2797 2797
2798 2798 oldcwd = os.getcwdu()
2799 2799 numcd = re.match(r'(-)(\d+)$',parameter_s)
2800 2800 # jump in directory history by number
2801 2801 if numcd:
2802 2802 nn = int(numcd.group(2))
2803 2803 try:
2804 2804 ps = self.shell.user_ns['_dh'][nn]
2805 2805 except IndexError:
2806 2806 print 'The requested directory does not exist in history.'
2807 2807 return
2808 2808 else:
2809 2809 opts = {}
2810 2810 elif parameter_s.startswith('--'):
2811 2811 ps = None
2812 2812 fallback = None
2813 2813 pat = parameter_s[2:]
2814 2814 dh = self.shell.user_ns['_dh']
2815 2815 # first search only by basename (last component)
2816 2816 for ent in reversed(dh):
2817 2817 if pat in os.path.basename(ent) and os.path.isdir(ent):
2818 2818 ps = ent
2819 2819 break
2820 2820
2821 2821 if fallback is None and pat in ent and os.path.isdir(ent):
2822 2822 fallback = ent
2823 2823
2824 2824 # if we have no last part match, pick the first full path match
2825 2825 if ps is None:
2826 2826 ps = fallback
2827 2827
2828 2828 if ps is None:
2829 2829 print "No matching entry in directory history"
2830 2830 return
2831 2831 else:
2832 2832 opts = {}
2833 2833
2834 2834
2835 2835 else:
2836 2836 #turn all non-space-escaping backslashes to slashes,
2837 2837 # for c:\windows\directory\names\
2838 2838 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2839 2839 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2840 2840 # jump to previous
2841 2841 if ps == '-':
2842 2842 try:
2843 2843 ps = self.shell.user_ns['_dh'][-2]
2844 2844 except IndexError:
2845 2845 raise UsageError('%cd -: No previous directory to change to.')
2846 2846 # jump to bookmark if needed
2847 2847 else:
2848 2848 if not os.path.isdir(ps) or opts.has_key('b'):
2849 2849 bkms = self.db.get('bookmarks', {})
2850 2850
2851 2851 if bkms.has_key(ps):
2852 2852 target = bkms[ps]
2853 2853 print '(bookmark:%s) -> %s' % (ps,target)
2854 2854 ps = target
2855 2855 else:
2856 2856 if opts.has_key('b'):
2857 2857 raise UsageError("Bookmark '%s' not found. "
2858 2858 "Use '%%bookmark -l' to see your bookmarks." % ps)
2859 2859
2860 2860 # strip extra quotes on Windows, because os.chdir doesn't like them
2861 2861 ps = unquote_filename(ps)
2862 2862 # at this point ps should point to the target dir
2863 2863 if ps:
2864 2864 try:
2865 2865 os.chdir(os.path.expanduser(ps))
2866 2866 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2867 2867 set_term_title('IPython: ' + abbrev_cwd())
2868 2868 except OSError:
2869 2869 print sys.exc_info()[1]
2870 2870 else:
2871 2871 cwd = os.getcwdu()
2872 2872 dhist = self.shell.user_ns['_dh']
2873 2873 if oldcwd != cwd:
2874 2874 dhist.append(cwd)
2875 2875 self.db['dhist'] = compress_dhist(dhist)[-100:]
2876 2876
2877 2877 else:
2878 2878 os.chdir(self.shell.home_dir)
2879 2879 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2880 2880 set_term_title('IPython: ' + '~')
2881 2881 cwd = os.getcwdu()
2882 2882 dhist = self.shell.user_ns['_dh']
2883 2883
2884 2884 if oldcwd != cwd:
2885 2885 dhist.append(cwd)
2886 2886 self.db['dhist'] = compress_dhist(dhist)[-100:]
2887 2887 if not 'q' in opts and self.shell.user_ns['_dh']:
2888 2888 print self.shell.user_ns['_dh'][-1]
2889 2889
2890 2890
2891 2891 def magic_env(self, parameter_s=''):
2892 2892 """List environment variables."""
2893 2893
2894 2894 return os.environ.data
2895 2895
2896 2896 def magic_pushd(self, parameter_s=''):
2897 2897 """Place the current dir on stack and change directory.
2898 2898
2899 2899 Usage:\\
2900 2900 %pushd ['dirname']
2901 2901 """
2902 2902
2903 2903 dir_s = self.shell.dir_stack
2904 2904 tgt = os.path.expanduser(unquote_filename(parameter_s))
2905 2905 cwd = os.getcwdu().replace(self.home_dir,'~')
2906 2906 if tgt:
2907 2907 self.magic_cd(parameter_s)
2908 2908 dir_s.insert(0,cwd)
2909 2909 return self.magic_dirs()
2910 2910
2911 2911 def magic_popd(self, parameter_s=''):
2912 2912 """Change to directory popped off the top of the stack.
2913 2913 """
2914 2914 if not self.shell.dir_stack:
2915 2915 raise UsageError("%popd on empty stack")
2916 2916 top = self.shell.dir_stack.pop(0)
2917 2917 self.magic_cd(top)
2918 2918 print "popd ->",top
2919 2919
2920 2920 def magic_dirs(self, parameter_s=''):
2921 2921 """Return the current directory stack."""
2922 2922
2923 2923 return self.shell.dir_stack
2924 2924
2925 2925 def magic_dhist(self, parameter_s=''):
2926 2926 """Print your history of visited directories.
2927 2927
2928 2928 %dhist -> print full history\\
2929 2929 %dhist n -> print last n entries only\\
2930 2930 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2931 2931
2932 2932 This history is automatically maintained by the %cd command, and
2933 2933 always available as the global list variable _dh. You can use %cd -<n>
2934 2934 to go to directory number <n>.
2935 2935
2936 2936 Note that most of time, you should view directory history by entering
2937 2937 cd -<TAB>.
2938 2938
2939 2939 """
2940 2940
2941 2941 dh = self.shell.user_ns['_dh']
2942 2942 if parameter_s:
2943 2943 try:
2944 2944 args = map(int,parameter_s.split())
2945 2945 except:
2946 2946 self.arg_err(Magic.magic_dhist)
2947 2947 return
2948 2948 if len(args) == 1:
2949 2949 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2950 2950 elif len(args) == 2:
2951 2951 ini,fin = args
2952 2952 else:
2953 2953 self.arg_err(Magic.magic_dhist)
2954 2954 return
2955 2955 else:
2956 2956 ini,fin = 0,len(dh)
2957 2957 nlprint(dh,
2958 2958 header = 'Directory history (kept in _dh)',
2959 2959 start=ini,stop=fin)
2960 2960
2961 2961 @skip_doctest
2962 2962 def magic_sc(self, parameter_s=''):
2963 2963 """Shell capture - execute a shell command and capture its output.
2964 2964
2965 2965 DEPRECATED. Suboptimal, retained for backwards compatibility.
2966 2966
2967 2967 You should use the form 'var = !command' instead. Example:
2968 2968
2969 2969 "%sc -l myfiles = ls ~" should now be written as
2970 2970
2971 2971 "myfiles = !ls ~"
2972 2972
2973 2973 myfiles.s, myfiles.l and myfiles.n still apply as documented
2974 2974 below.
2975 2975
2976 2976 --
2977 2977 %sc [options] varname=command
2978 2978
2979 2979 IPython will run the given command using commands.getoutput(), and
2980 2980 will then update the user's interactive namespace with a variable
2981 2981 called varname, containing the value of the call. Your command can
2982 2982 contain shell wildcards, pipes, etc.
2983 2983
2984 2984 The '=' sign in the syntax is mandatory, and the variable name you
2985 2985 supply must follow Python's standard conventions for valid names.
2986 2986
2987 2987 (A special format without variable name exists for internal use)
2988 2988
2989 2989 Options:
2990 2990
2991 2991 -l: list output. Split the output on newlines into a list before
2992 2992 assigning it to the given variable. By default the output is stored
2993 2993 as a single string.
2994 2994
2995 2995 -v: verbose. Print the contents of the variable.
2996 2996
2997 2997 In most cases you should not need to split as a list, because the
2998 2998 returned value is a special type of string which can automatically
2999 2999 provide its contents either as a list (split on newlines) or as a
3000 3000 space-separated string. These are convenient, respectively, either
3001 3001 for sequential processing or to be passed to a shell command.
3002 3002
3003 3003 For example:
3004 3004
3005 3005 # all-random
3006 3006
3007 3007 # Capture into variable a
3008 3008 In [1]: sc a=ls *py
3009 3009
3010 3010 # a is a string with embedded newlines
3011 3011 In [2]: a
3012 3012 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
3013 3013
3014 3014 # which can be seen as a list:
3015 3015 In [3]: a.l
3016 3016 Out[3]: ['setup.py', 'win32_manual_post_install.py']
3017 3017
3018 3018 # or as a whitespace-separated string:
3019 3019 In [4]: a.s
3020 3020 Out[4]: 'setup.py win32_manual_post_install.py'
3021 3021
3022 3022 # a.s is useful to pass as a single command line:
3023 3023 In [5]: !wc -l $a.s
3024 3024 146 setup.py
3025 3025 130 win32_manual_post_install.py
3026 3026 276 total
3027 3027
3028 3028 # while the list form is useful to loop over:
3029 3029 In [6]: for f in a.l:
3030 3030 ...: !wc -l $f
3031 3031 ...:
3032 3032 146 setup.py
3033 3033 130 win32_manual_post_install.py
3034 3034
3035 3035 Similiarly, the lists returned by the -l option are also special, in
3036 3036 the sense that you can equally invoke the .s attribute on them to
3037 3037 automatically get a whitespace-separated string from their contents:
3038 3038
3039 3039 In [7]: sc -l b=ls *py
3040 3040
3041 3041 In [8]: b
3042 3042 Out[8]: ['setup.py', 'win32_manual_post_install.py']
3043 3043
3044 3044 In [9]: b.s
3045 3045 Out[9]: 'setup.py win32_manual_post_install.py'
3046 3046
3047 3047 In summary, both the lists and strings used for ouptut capture have
3048 3048 the following special attributes:
3049 3049
3050 3050 .l (or .list) : value as list.
3051 3051 .n (or .nlstr): value as newline-separated string.
3052 3052 .s (or .spstr): value as space-separated string.
3053 3053 """
3054 3054
3055 3055 opts,args = self.parse_options(parameter_s,'lv')
3056 3056 # Try to get a variable name and command to run
3057 3057 try:
3058 3058 # the variable name must be obtained from the parse_options
3059 3059 # output, which uses shlex.split to strip options out.
3060 3060 var,_ = args.split('=',1)
3061 3061 var = var.strip()
3062 3062 # But the the command has to be extracted from the original input
3063 3063 # parameter_s, not on what parse_options returns, to avoid the
3064 3064 # quote stripping which shlex.split performs on it.
3065 3065 _,cmd = parameter_s.split('=',1)
3066 3066 except ValueError:
3067 3067 var,cmd = '',''
3068 3068 # If all looks ok, proceed
3069 3069 split = 'l' in opts
3070 3070 out = self.shell.getoutput(cmd, split=split)
3071 3071 if opts.has_key('v'):
3072 3072 print '%s ==\n%s' % (var,pformat(out))
3073 3073 if var:
3074 3074 self.shell.user_ns.update({var:out})
3075 3075 else:
3076 3076 return out
3077 3077
3078 3078 def magic_sx(self, parameter_s=''):
3079 3079 """Shell execute - run a shell command and capture its output.
3080 3080
3081 3081 %sx command
3082 3082
3083 3083 IPython will run the given command using commands.getoutput(), and
3084 3084 return the result formatted as a list (split on '\\n'). Since the
3085 3085 output is _returned_, it will be stored in ipython's regular output
3086 3086 cache Out[N] and in the '_N' automatic variables.
3087 3087
3088 3088 Notes:
3089 3089
3090 3090 1) If an input line begins with '!!', then %sx is automatically
3091 3091 invoked. That is, while:
3092 3092 !ls
3093 3093 causes ipython to simply issue system('ls'), typing
3094 3094 !!ls
3095 3095 is a shorthand equivalent to:
3096 3096 %sx ls
3097 3097
3098 3098 2) %sx differs from %sc in that %sx automatically splits into a list,
3099 3099 like '%sc -l'. The reason for this is to make it as easy as possible
3100 3100 to process line-oriented shell output via further python commands.
3101 3101 %sc is meant to provide much finer control, but requires more
3102 3102 typing.
3103 3103
3104 3104 3) Just like %sc -l, this is a list with special attributes:
3105 3105
3106 3106 .l (or .list) : value as list.
3107 3107 .n (or .nlstr): value as newline-separated string.
3108 3108 .s (or .spstr): value as whitespace-separated string.
3109 3109
3110 3110 This is very useful when trying to use such lists as arguments to
3111 3111 system commands."""
3112 3112
3113 3113 if parameter_s:
3114 3114 return self.shell.getoutput(parameter_s)
3115 3115
3116 3116
3117 3117 def magic_bookmark(self, parameter_s=''):
3118 3118 """Manage IPython's bookmark system.
3119 3119
3120 3120 %bookmark <name> - set bookmark to current dir
3121 3121 %bookmark <name> <dir> - set bookmark to <dir>
3122 3122 %bookmark -l - list all bookmarks
3123 3123 %bookmark -d <name> - remove bookmark
3124 3124 %bookmark -r - remove all bookmarks
3125 3125
3126 3126 You can later on access a bookmarked folder with:
3127 3127 %cd -b <name>
3128 3128 or simply '%cd <name>' if there is no directory called <name> AND
3129 3129 there is such a bookmark defined.
3130 3130
3131 3131 Your bookmarks persist through IPython sessions, but they are
3132 3132 associated with each profile."""
3133 3133
3134 3134 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3135 3135 if len(args) > 2:
3136 3136 raise UsageError("%bookmark: too many arguments")
3137 3137
3138 3138 bkms = self.db.get('bookmarks',{})
3139 3139
3140 3140 if opts.has_key('d'):
3141 3141 try:
3142 3142 todel = args[0]
3143 3143 except IndexError:
3144 3144 raise UsageError(
3145 3145 "%bookmark -d: must provide a bookmark to delete")
3146 3146 else:
3147 3147 try:
3148 3148 del bkms[todel]
3149 3149 except KeyError:
3150 3150 raise UsageError(
3151 3151 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3152 3152
3153 3153 elif opts.has_key('r'):
3154 3154 bkms = {}
3155 3155 elif opts.has_key('l'):
3156 3156 bks = bkms.keys()
3157 3157 bks.sort()
3158 3158 if bks:
3159 3159 size = max(map(len,bks))
3160 3160 else:
3161 3161 size = 0
3162 3162 fmt = '%-'+str(size)+'s -> %s'
3163 3163 print 'Current bookmarks:'
3164 3164 for bk in bks:
3165 3165 print fmt % (bk,bkms[bk])
3166 3166 else:
3167 3167 if not args:
3168 3168 raise UsageError("%bookmark: You must specify the bookmark name")
3169 3169 elif len(args)==1:
3170 3170 bkms[args[0]] = os.getcwdu()
3171 3171 elif len(args)==2:
3172 3172 bkms[args[0]] = args[1]
3173 3173 self.db['bookmarks'] = bkms
3174 3174
3175 3175 def magic_pycat(self, parameter_s=''):
3176 3176 """Show a syntax-highlighted file through a pager.
3177 3177
3178 3178 This magic is similar to the cat utility, but it will assume the file
3179 3179 to be Python source and will show it with syntax highlighting. """
3180 3180
3181 3181 try:
3182 3182 filename = get_py_filename(parameter_s)
3183 3183 cont = file_read(filename)
3184 3184 except IOError:
3185 3185 try:
3186 3186 cont = eval(parameter_s,self.user_ns)
3187 3187 except NameError:
3188 3188 cont = None
3189 3189 if cont is None:
3190 3190 print "Error: no such file or variable"
3191 3191 return
3192 3192
3193 3193 page.page(self.shell.pycolorize(cont))
3194 3194
3195 3195 def _rerun_pasted(self):
3196 3196 """ Rerun a previously pasted command.
3197 3197 """
3198 3198 b = self.user_ns.get('pasted_block', None)
3199 3199 if b is None:
3200 3200 raise UsageError('No previous pasted block available')
3201 3201 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3202 3202 exec b in self.user_ns
3203 3203
3204 3204 def _get_pasted_lines(self, sentinel):
3205 3205 """ Yield pasted lines until the user enters the given sentinel value.
3206 3206 """
3207 3207 from IPython.core import interactiveshell
3208 3208 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3209 3209 while True:
3210 3210 try:
3211 3211 l = self.shell.raw_input_original(':')
3212 3212 if l == sentinel:
3213 3213 return
3214 3214 else:
3215 3215 yield l
3216 3216 except EOFError:
3217 3217 print '<EOF>'
3218 3218 return
3219 3219
3220 3220 def _strip_pasted_lines_for_code(self, raw_lines):
3221 3221 """ Strip non-code parts of a sequence of lines to return a block of
3222 3222 code.
3223 3223 """
3224 3224 # Regular expressions that declare text we strip from the input:
3225 3225 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3226 3226 r'^\s*(\s?>)+', # Python input prompt
3227 3227 r'^\s*\.{3,}', # Continuation prompts
3228 3228 r'^\++',
3229 3229 ]
3230 3230
3231 3231 strip_from_start = map(re.compile,strip_re)
3232 3232
3233 3233 lines = []
3234 3234 for l in raw_lines:
3235 3235 for pat in strip_from_start:
3236 3236 l = pat.sub('',l)
3237 3237 lines.append(l)
3238 3238
3239 3239 block = "\n".join(lines) + '\n'
3240 3240 #print "block:\n",block
3241 3241 return block
3242 3242
3243 3243 def _execute_block(self, block, par):
3244 3244 """ Execute a block, or store it in a variable, per the user's request.
3245 3245 """
3246 3246 if not par:
3247 3247 b = textwrap.dedent(block)
3248 3248 self.user_ns['pasted_block'] = b
3249 exec b in self.user_ns
3249 self.run_cell(b)
3250 3250 else:
3251 3251 self.user_ns[par] = SList(block.splitlines())
3252 3252 print "Block assigned to '%s'" % par
3253 3253
3254 3254 def magic_quickref(self,arg):
3255 3255 """ Show a quick reference sheet """
3256 3256 import IPython.core.usage
3257 3257 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3258 3258
3259 3259 page.page(qr)
3260 3260
3261 3261 def magic_doctest_mode(self,parameter_s=''):
3262 3262 """Toggle doctest mode on and off.
3263 3263
3264 3264 This mode is intended to make IPython behave as much as possible like a
3265 3265 plain Python shell, from the perspective of how its prompts, exceptions
3266 3266 and output look. This makes it easy to copy and paste parts of a
3267 3267 session into doctests. It does so by:
3268 3268
3269 3269 - Changing the prompts to the classic ``>>>`` ones.
3270 3270 - Changing the exception reporting mode to 'Plain'.
3271 3271 - Disabling pretty-printing of output.
3272 3272
3273 3273 Note that IPython also supports the pasting of code snippets that have
3274 3274 leading '>>>' and '...' prompts in them. This means that you can paste
3275 3275 doctests from files or docstrings (even if they have leading
3276 3276 whitespace), and the code will execute correctly. You can then use
3277 3277 '%history -t' to see the translated history; this will give you the
3278 3278 input after removal of all the leading prompts and whitespace, which
3279 3279 can be pasted back into an editor.
3280 3280
3281 3281 With these features, you can switch into this mode easily whenever you
3282 3282 need to do testing and changes to doctests, without having to leave
3283 3283 your existing IPython session.
3284 3284 """
3285 3285
3286 3286 from IPython.utils.ipstruct import Struct
3287 3287
3288 3288 # Shorthands
3289 3289 shell = self.shell
3290 3290 oc = shell.displayhook
3291 3291 meta = shell.meta
3292 3292 disp_formatter = self.shell.display_formatter
3293 3293 ptformatter = disp_formatter.formatters['text/plain']
3294 3294 # dstore is a data store kept in the instance metadata bag to track any
3295 3295 # changes we make, so we can undo them later.
3296 3296 dstore = meta.setdefault('doctest_mode',Struct())
3297 3297 save_dstore = dstore.setdefault
3298 3298
3299 3299 # save a few values we'll need to recover later
3300 3300 mode = save_dstore('mode',False)
3301 3301 save_dstore('rc_pprint',ptformatter.pprint)
3302 3302 save_dstore('xmode',shell.InteractiveTB.mode)
3303 3303 save_dstore('rc_separate_out',shell.separate_out)
3304 3304 save_dstore('rc_separate_out2',shell.separate_out2)
3305 3305 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3306 3306 save_dstore('rc_separate_in',shell.separate_in)
3307 3307 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3308 3308
3309 3309 if mode == False:
3310 3310 # turn on
3311 3311 oc.prompt1.p_template = '>>> '
3312 3312 oc.prompt2.p_template = '... '
3313 3313 oc.prompt_out.p_template = ''
3314 3314
3315 3315 # Prompt separators like plain python
3316 3316 oc.input_sep = oc.prompt1.sep = ''
3317 3317 oc.output_sep = ''
3318 3318 oc.output_sep2 = ''
3319 3319
3320 3320 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3321 3321 oc.prompt_out.pad_left = False
3322 3322
3323 3323 ptformatter.pprint = False
3324 3324 disp_formatter.plain_text_only = True
3325 3325
3326 3326 shell.magic_xmode('Plain')
3327 3327 else:
3328 3328 # turn off
3329 3329 oc.prompt1.p_template = shell.prompt_in1
3330 3330 oc.prompt2.p_template = shell.prompt_in2
3331 3331 oc.prompt_out.p_template = shell.prompt_out
3332 3332
3333 3333 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3334 3334
3335 3335 oc.output_sep = dstore.rc_separate_out
3336 3336 oc.output_sep2 = dstore.rc_separate_out2
3337 3337
3338 3338 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3339 3339 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3340 3340
3341 3341 ptformatter.pprint = dstore.rc_pprint
3342 3342 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3343 3343
3344 3344 shell.magic_xmode(dstore.xmode)
3345 3345
3346 3346 # Store new mode and inform
3347 3347 dstore.mode = bool(1-int(mode))
3348 3348 mode_label = ['OFF','ON'][dstore.mode]
3349 3349 print 'Doctest mode is:', mode_label
3350 3350
3351 3351 def magic_gui(self, parameter_s=''):
3352 3352 """Enable or disable IPython GUI event loop integration.
3353 3353
3354 3354 %gui [GUINAME]
3355 3355
3356 3356 This magic replaces IPython's threaded shells that were activated
3357 3357 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3358 3358 can now be enabled, disabled and changed at runtime and keyboard
3359 3359 interrupts should work without any problems. The following toolkits
3360 3360 are supported: wxPython, PyQt4, PyGTK, and Tk::
3361 3361
3362 3362 %gui wx # enable wxPython event loop integration
3363 3363 %gui qt4|qt # enable PyQt4 event loop integration
3364 3364 %gui gtk # enable PyGTK event loop integration
3365 3365 %gui tk # enable Tk event loop integration
3366 3366 %gui # disable all event loop integration
3367 3367
3368 3368 WARNING: after any of these has been called you can simply create
3369 3369 an application object, but DO NOT start the event loop yourself, as
3370 3370 we have already handled that.
3371 3371 """
3372 3372 from IPython.lib.inputhook import enable_gui
3373 3373 opts, arg = self.parse_options(parameter_s, '')
3374 3374 if arg=='': arg = None
3375 3375 return enable_gui(arg)
3376 3376
3377 3377 def magic_load_ext(self, module_str):
3378 3378 """Load an IPython extension by its module name."""
3379 3379 return self.extension_manager.load_extension(module_str)
3380 3380
3381 3381 def magic_unload_ext(self, module_str):
3382 3382 """Unload an IPython extension by its module name."""
3383 3383 self.extension_manager.unload_extension(module_str)
3384 3384
3385 3385 def magic_reload_ext(self, module_str):
3386 3386 """Reload an IPython extension by its module name."""
3387 3387 self.extension_manager.reload_extension(module_str)
3388 3388
3389 3389 @skip_doctest
3390 3390 def magic_install_profiles(self, s):
3391 3391 """Install the default IPython profiles into the .ipython dir.
3392 3392
3393 3393 If the default profiles have already been installed, they will not
3394 3394 be overwritten. You can force overwriting them by using the ``-o``
3395 3395 option::
3396 3396
3397 3397 In [1]: %install_profiles -o
3398 3398 """
3399 3399 if '-o' in s:
3400 3400 overwrite = True
3401 3401 else:
3402 3402 overwrite = False
3403 3403 from IPython.config import profile
3404 3404 profile_dir = os.path.dirname(profile.__file__)
3405 3405 ipython_dir = self.ipython_dir
3406 3406 print "Installing profiles to: %s [overwrite=%s]"%(ipython_dir,overwrite)
3407 3407 for src in os.listdir(profile_dir):
3408 3408 if src.startswith('profile_'):
3409 3409 name = src.replace('profile_', '')
3410 3410 print " %s"%name
3411 3411 pd = ProfileDir.create_profile_dir_by_name(ipython_dir, name)
3412 3412 pd.copy_config_file('ipython_config.py', path=src,
3413 3413 overwrite=overwrite)
3414 3414
3415 3415 @skip_doctest
3416 3416 def magic_install_default_config(self, s):
3417 3417 """Install IPython's default config file into the .ipython dir.
3418 3418
3419 3419 If the default config file (:file:`ipython_config.py`) is already
3420 3420 installed, it will not be overwritten. You can force overwriting
3421 3421 by using the ``-o`` option::
3422 3422
3423 3423 In [1]: %install_default_config
3424 3424 """
3425 3425 if '-o' in s:
3426 3426 overwrite = True
3427 3427 else:
3428 3428 overwrite = False
3429 3429 pd = self.shell.profile_dir
3430 3430 print "Installing default config file in: %s" % pd.location
3431 3431 pd.copy_config_file('ipython_config.py', overwrite=overwrite)
3432 3432
3433 3433 # Pylab support: simple wrappers that activate pylab, load gui input
3434 3434 # handling and modify slightly %run
3435 3435
3436 3436 @skip_doctest
3437 3437 def _pylab_magic_run(self, parameter_s=''):
3438 3438 Magic.magic_run(self, parameter_s,
3439 3439 runner=mpl_runner(self.shell.safe_execfile))
3440 3440
3441 3441 _pylab_magic_run.__doc__ = magic_run.__doc__
3442 3442
3443 3443 @skip_doctest
3444 3444 def magic_pylab(self, s):
3445 3445 """Load numpy and matplotlib to work interactively.
3446 3446
3447 3447 %pylab [GUINAME]
3448 3448
3449 3449 This function lets you activate pylab (matplotlib, numpy and
3450 3450 interactive support) at any point during an IPython session.
3451 3451
3452 3452 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3453 3453 pylab and mlab, as well as all names from numpy and pylab.
3454 3454
3455 3455 Parameters
3456 3456 ----------
3457 3457 guiname : optional
3458 3458 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3459 3459 'tk'). If given, the corresponding Matplotlib backend is used,
3460 3460 otherwise matplotlib's default (which you can override in your
3461 3461 matplotlib config file) is used.
3462 3462
3463 3463 Examples
3464 3464 --------
3465 3465 In this case, where the MPL default is TkAgg:
3466 3466 In [2]: %pylab
3467 3467
3468 3468 Welcome to pylab, a matplotlib-based Python environment.
3469 3469 Backend in use: TkAgg
3470 3470 For more information, type 'help(pylab)'.
3471 3471
3472 3472 But you can explicitly request a different backend:
3473 3473 In [3]: %pylab qt
3474 3474
3475 3475 Welcome to pylab, a matplotlib-based Python environment.
3476 3476 Backend in use: Qt4Agg
3477 3477 For more information, type 'help(pylab)'.
3478 3478 """
3479 3479
3480 3480 if Application.initialized():
3481 3481 app = Application.instance()
3482 3482 try:
3483 3483 import_all_status = app.pylab_import_all
3484 3484 except AttributeError:
3485 3485 import_all_status = True
3486 3486 else:
3487 3487 import_all_status = True
3488 3488
3489 3489 self.shell.enable_pylab(s,import_all=import_all_status)
3490 3490
3491 3491 def magic_tb(self, s):
3492 3492 """Print the last traceback with the currently active exception mode.
3493 3493
3494 3494 See %xmode for changing exception reporting modes."""
3495 3495 self.shell.showtraceback()
3496 3496
3497 3497 @skip_doctest
3498 3498 def magic_precision(self, s=''):
3499 3499 """Set floating point precision for pretty printing.
3500 3500
3501 3501 Can set either integer precision or a format string.
3502 3502
3503 3503 If numpy has been imported and precision is an int,
3504 3504 numpy display precision will also be set, via ``numpy.set_printoptions``.
3505 3505
3506 3506 If no argument is given, defaults will be restored.
3507 3507
3508 3508 Examples
3509 3509 --------
3510 3510 ::
3511 3511
3512 3512 In [1]: from math import pi
3513 3513
3514 3514 In [2]: %precision 3
3515 3515 Out[2]: u'%.3f'
3516 3516
3517 3517 In [3]: pi
3518 3518 Out[3]: 3.142
3519 3519
3520 3520 In [4]: %precision %i
3521 3521 Out[4]: u'%i'
3522 3522
3523 3523 In [5]: pi
3524 3524 Out[5]: 3
3525 3525
3526 3526 In [6]: %precision %e
3527 3527 Out[6]: u'%e'
3528 3528
3529 3529 In [7]: pi**10
3530 3530 Out[7]: 9.364805e+04
3531 3531
3532 3532 In [8]: %precision
3533 3533 Out[8]: u'%r'
3534 3534
3535 3535 In [9]: pi**10
3536 3536 Out[9]: 93648.047476082982
3537 3537
3538 3538 """
3539 3539
3540 3540 ptformatter = self.shell.display_formatter.formatters['text/plain']
3541 3541 ptformatter.float_precision = s
3542 3542 return ptformatter.float_format
3543 3543
3544 3544
3545 3545 @magic_arguments.magic_arguments()
3546 3546 @magic_arguments.argument(
3547 3547 '-e', '--export', action='store_true', default=False,
3548 3548 help='Export IPython history as a notebook. The filename argument '
3549 3549 'is used to specify the notebook name and format. For example '
3550 3550 'a filename of notebook.ipynb will result in a notebook name '
3551 3551 'of "notebook" and a format of "xml". Likewise using a ".json" '
3552 3552 'or ".py" file extension will write the notebook in the json '
3553 3553 'or py formats.'
3554 3554 )
3555 3555 @magic_arguments.argument(
3556 3556 '-f', '--format',
3557 3557 help='Convert an existing IPython notebook to a new format. This option '
3558 3558 'specifies the new format and can have the values: xml, json, py. '
3559 3559 'The target filename is choosen automatically based on the new '
3560 3560 'format. The filename argument gives the name of the source file.'
3561 3561 )
3562 3562 @magic_arguments.argument(
3563 3563 'filename', type=unicode,
3564 3564 help='Notebook name or filename'
3565 3565 )
3566 3566 def magic_notebook(self, s):
3567 3567 """Export and convert IPython notebooks.
3568 3568
3569 3569 This function can export the current IPython history to a notebook file
3570 3570 or can convert an existing notebook file into a different format. For
3571 3571 example, to export the history to "foo.ipynb" do "%notebook -e foo.ipynb".
3572 3572 To export the history to "foo.py" do "%notebook -e foo.py". To convert
3573 3573 "foo.ipynb" to "foo.json" do "%notebook -f json foo.ipynb". Possible
3574 3574 formats include (json/ipynb, py).
3575 3575 """
3576 3576 args = magic_arguments.parse_argstring(self.magic_notebook, s)
3577 3577
3578 3578 from IPython.nbformat import current
3579 3579 args.filename = unquote_filename(args.filename)
3580 3580 if args.export:
3581 3581 fname, name, format = current.parse_filename(args.filename)
3582 3582 cells = []
3583 3583 hist = list(self.history_manager.get_range())
3584 3584 for session, prompt_number, input in hist[:-1]:
3585 3585 cells.append(current.new_code_cell(prompt_number=prompt_number, input=input))
3586 3586 worksheet = current.new_worksheet(cells=cells)
3587 3587 nb = current.new_notebook(name=name,worksheets=[worksheet])
3588 3588 with open(fname, 'w') as f:
3589 3589 current.write(nb, f, format);
3590 3590 elif args.format is not None:
3591 3591 old_fname, old_name, old_format = current.parse_filename(args.filename)
3592 3592 new_format = args.format
3593 3593 if new_format == u'xml':
3594 3594 raise ValueError('Notebooks cannot be written as xml.')
3595 3595 elif new_format == u'ipynb' or new_format == u'json':
3596 3596 new_fname = old_name + u'.ipynb'
3597 3597 new_format = u'json'
3598 3598 elif new_format == u'py':
3599 3599 new_fname = old_name + u'.py'
3600 3600 else:
3601 3601 raise ValueError('Invalid notebook format: %s' % new_format)
3602 3602 with open(old_fname, 'r') as f:
3603 3603 s = f.read()
3604 3604 try:
3605 3605 nb = current.reads(s, old_format)
3606 3606 except:
3607 3607 nb = current.reads(s, u'xml')
3608 3608 with open(new_fname, 'w') as f:
3609 3609 current.write(nb, f, new_format)
3610 3610
3611 3611
3612 3612 # end Magic
@@ -1,454 +1,455 b''
1 1 """Tests for various magic functions.
2 2
3 3 Needs to be run by nose (to make ipython session available).
4 4 """
5 5 from __future__ import absolute_import
6 6
7 7 #-----------------------------------------------------------------------------
8 8 # Imports
9 9 #-----------------------------------------------------------------------------
10 10
11 11 import os
12 12 import sys
13 13 import tempfile
14 14 import types
15 15 from StringIO import StringIO
16 16
17 17 import nose.tools as nt
18 18
19 19 from IPython.utils.path import get_long_path_name
20 20 from IPython.testing import decorators as dec
21 21 from IPython.testing import tools as tt
22 22 from IPython.utils import py3compat
23 23
24 24 #-----------------------------------------------------------------------------
25 25 # Test functions begin
26 26 #-----------------------------------------------------------------------------
27 27 def test_rehashx():
28 28 # clear up everything
29 29 _ip = get_ipython()
30 30 _ip.alias_manager.alias_table.clear()
31 31 del _ip.db['syscmdlist']
32 32
33 33 _ip.magic('rehashx')
34 34 # Practically ALL ipython development systems will have more than 10 aliases
35 35
36 36 yield (nt.assert_true, len(_ip.alias_manager.alias_table) > 10)
37 37 for key, val in _ip.alias_manager.alias_table.iteritems():
38 38 # we must strip dots from alias names
39 39 nt.assert_true('.' not in key)
40 40
41 41 # rehashx must fill up syscmdlist
42 42 scoms = _ip.db['syscmdlist']
43 43 yield (nt.assert_true, len(scoms) > 10)
44 44
45 45
46 46 def test_magic_parse_options():
47 47 """Test that we don't mangle paths when parsing magic options."""
48 48 ip = get_ipython()
49 49 path = 'c:\\x'
50 50 opts = ip.parse_options('-f %s' % path,'f:')[0]
51 51 # argv splitting is os-dependent
52 52 if os.name == 'posix':
53 53 expected = 'c:x'
54 54 else:
55 55 expected = path
56 56 nt.assert_equals(opts['f'], expected)
57 57
58 58
59 59 def doctest_hist_f():
60 60 """Test %hist -f with temporary filename.
61 61
62 62 In [9]: import tempfile
63 63
64 64 In [10]: tfile = tempfile.mktemp('.py','tmp-ipython-')
65 65
66 66 In [11]: %hist -nl -f $tfile 3
67 67
68 68 In [13]: import os; os.unlink(tfile)
69 69 """
70 70
71 71
72 72 def doctest_hist_r():
73 73 """Test %hist -r
74 74
75 75 XXX - This test is not recording the output correctly. For some reason, in
76 76 testing mode the raw history isn't getting populated. No idea why.
77 77 Disabling the output checking for now, though at least we do run it.
78 78
79 79 In [1]: 'hist' in _ip.lsmagic()
80 80 Out[1]: True
81 81
82 82 In [2]: x=1
83 83
84 84 In [3]: %hist -rl 2
85 85 x=1 # random
86 86 %hist -r 2
87 87 """
88 88
89 89 def doctest_hist_op():
90 90 """Test %hist -op
91 91
92 92 In [1]: class b(float):
93 93 ...: pass
94 94 ...:
95 95
96 96 In [2]: class s(object):
97 97 ...: def __str__(self):
98 98 ...: return 's'
99 99 ...:
100 100
101 101 In [3]:
102 102
103 103 In [4]: class r(b):
104 104 ...: def __repr__(self):
105 105 ...: return 'r'
106 106 ...:
107 107
108 108 In [5]: class sr(s,r): pass
109 109 ...:
110 110
111 111 In [6]:
112 112
113 113 In [7]: bb=b()
114 114
115 115 In [8]: ss=s()
116 116
117 117 In [9]: rr=r()
118 118
119 119 In [10]: ssrr=sr()
120 120
121 121 In [11]: 4.5
122 122 Out[11]: 4.5
123 123
124 124 In [12]: str(ss)
125 125 Out[12]: 's'
126 126
127 127 In [13]:
128 128
129 129 In [14]: %hist -op
130 130 >>> class b:
131 131 ... pass
132 132 ...
133 133 >>> class s(b):
134 134 ... def __str__(self):
135 135 ... return 's'
136 136 ...
137 137 >>>
138 138 >>> class r(b):
139 139 ... def __repr__(self):
140 140 ... return 'r'
141 141 ...
142 142 >>> class sr(s,r): pass
143 143 >>>
144 144 >>> bb=b()
145 145 >>> ss=s()
146 146 >>> rr=r()
147 147 >>> ssrr=sr()
148 148 >>> 4.5
149 149 4.5
150 150 >>> str(ss)
151 151 's'
152 152 >>>
153 153 """
154 154
155 155 def test_macro():
156 156 ip = get_ipython()
157 157 ip.history_manager.reset() # Clear any existing history.
158 158 cmds = ["a=1", "def b():\n return a**2", "print(a,b())"]
159 159 for i, cmd in enumerate(cmds, start=1):
160 160 ip.history_manager.store_inputs(i, cmd)
161 161 ip.magic("macro test 1-3")
162 162 nt.assert_equal(ip.user_ns["test"].value, "\n".join(cmds)+"\n")
163 163
164 164 # List macros.
165 165 assert "test" in ip.magic("macro")
166 166
167 167 def test_macro_run():
168 168 """Test that we can run a multi-line macro successfully."""
169 169 ip = get_ipython()
170 170 ip.history_manager.reset()
171 171 cmds = ["a=10", "a+=1", py3compat.doctest_refactor_print("print a"),
172 172 "%macro test 2-3"]
173 173 for cmd in cmds:
174 174 ip.run_cell(cmd, store_history=True)
175 175 nt.assert_equal(ip.user_ns["test"].value,
176 176 py3compat.doctest_refactor_print("a+=1\nprint a\n"))
177 177 with tt.AssertPrints("12"):
178 178 ip.run_cell("test")
179 179 with tt.AssertPrints("13"):
180 180 ip.run_cell("test")
181 181
182 182
183 183 # XXX failing for now, until we get clearcmd out of quarantine. But we should
184 184 # fix this and revert the skip to happen only if numpy is not around.
185 185 #@dec.skipif_not_numpy
186 186 @dec.skip_known_failure
187 187 def test_numpy_clear_array_undec():
188 188 from IPython.extensions import clearcmd
189 189
190 190 _ip.ex('import numpy as np')
191 191 _ip.ex('a = np.empty(2)')
192 192 yield (nt.assert_true, 'a' in _ip.user_ns)
193 193 _ip.magic('clear array')
194 194 yield (nt.assert_false, 'a' in _ip.user_ns)
195 195
196 196
197 197 # Multiple tests for clipboard pasting
198 198 @dec.parametric
199 199 def test_paste():
200 200 _ip = get_ipython()
201 201 def paste(txt, flags='-q'):
202 202 """Paste input text, by default in quiet mode"""
203 203 hooks.clipboard_get = lambda : txt
204 204 _ip.magic('paste '+flags)
205 205
206 206 # Inject fake clipboard hook but save original so we can restore it later
207 207 hooks = _ip.hooks
208 208 user_ns = _ip.user_ns
209 209 original_clip = hooks.clipboard_get
210 210
211 211 try:
212 212 # Run tests with fake clipboard function
213 213 user_ns.pop('x', None)
214 214 paste('x=1')
215 215 yield nt.assert_equal(user_ns['x'], 1)
216 216
217 217 user_ns.pop('x', None)
218 218 paste('>>> x=2')
219 219 yield nt.assert_equal(user_ns['x'], 2)
220 220
221 221 paste("""
222 222 >>> x = [1,2,3]
223 223 >>> y = []
224 224 >>> for i in x:
225 225 ... y.append(i**2)
226 226 ...
227 227 """)
228 228 yield nt.assert_equal(user_ns['x'], [1,2,3])
229 229 yield nt.assert_equal(user_ns['y'], [1,4,9])
230 230
231 231 # Now, test that paste -r works
232 232 user_ns.pop('x', None)
233 233 yield nt.assert_false('x' in user_ns)
234 234 _ip.magic('paste -r')
235 235 yield nt.assert_equal(user_ns['x'], [1,2,3])
236 236
237 237 # Also test paste echoing, by temporarily faking the writer
238 238 w = StringIO()
239 239 writer = _ip.write
240 240 _ip.write = w.write
241 241 code = """
242 242 a = 100
243 243 b = 200"""
244 244 try:
245 245 paste(code,'')
246 246 out = w.getvalue()
247 247 finally:
248 248 _ip.write = writer
249 249 yield nt.assert_equal(user_ns['a'], 100)
250 250 yield nt.assert_equal(user_ns['b'], 200)
251 251 yield nt.assert_equal(out, code+"\n## -- End pasted text --\n")
252 252
253 253 finally:
254 254 # Restore original hook
255 255 hooks.clipboard_get = original_clip
256 256
257 257
258 258 def test_time():
259 259 _ip.magic('time None')
260 260
261 261
262 262 @py3compat.doctest_refactor_print
263 263 def doctest_time():
264 264 """
265 265 In [10]: %time None
266 266 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
267 267 Wall time: 0.00 s
268 268
269 269 In [11]: def f(kmjy):
270 270 ....: %time print 2*kmjy
271 271
272 272 In [12]: f(3)
273 273 6
274 274 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
275 275 Wall time: 0.00 s
276 276 """
277 277
278 278
279 279 def test_doctest_mode():
280 280 "Toggle doctest_mode twice, it should be a no-op and run without error"
281 281 _ip.magic('doctest_mode')
282 282 _ip.magic('doctest_mode')
283 283
284 284
285 285 def test_parse_options():
286 286 """Tests for basic options parsing in magics."""
287 287 # These are only the most minimal of tests, more should be added later. At
288 288 # the very least we check that basic text/unicode calls work OK.
289 289 nt.assert_equal(_ip.parse_options('foo', '')[1], 'foo')
290 290 nt.assert_equal(_ip.parse_options(u'foo', '')[1], u'foo')
291 291
292 292
293 293 def test_dirops():
294 294 """Test various directory handling operations."""
295 295 # curpath = lambda :os.path.splitdrive(os.getcwdu())[1].replace('\\','/')
296 296 curpath = os.getcwdu
297 297 startdir = os.getcwdu()
298 298 ipdir = _ip.ipython_dir
299 299 try:
300 300 _ip.magic('cd "%s"' % ipdir)
301 301 nt.assert_equal(curpath(), ipdir)
302 302 _ip.magic('cd -')
303 303 nt.assert_equal(curpath(), startdir)
304 304 _ip.magic('pushd "%s"' % ipdir)
305 305 nt.assert_equal(curpath(), ipdir)
306 306 _ip.magic('popd')
307 307 nt.assert_equal(curpath(), startdir)
308 308 finally:
309 309 os.chdir(startdir)
310 310
311 311
312 312 def check_cpaste(code, should_fail=False):
313 313 """Execute code via 'cpaste' and ensure it was executed, unless
314 314 should_fail is set.
315 315 """
316 316 _ip.user_ns['code_ran'] = False
317 317
318 318 src = StringIO()
319 src.encoding = None # IPython expects stdin to have an encoding attribute
319 320 src.write('\n')
320 321 src.write(code)
321 322 src.write('\n--\n')
322 323 src.seek(0)
323 324
324 325 stdin_save = sys.stdin
325 326 sys.stdin = src
326 327
327 328 try:
328 329 _ip.magic('cpaste')
329 330 except:
330 331 if not should_fail:
331 332 raise AssertionError("Failure not expected : '%s'" %
332 333 code)
333 334 else:
334 335 assert _ip.user_ns['code_ran']
335 336 if should_fail:
336 337 raise AssertionError("Failure expected : '%s'" % code)
337 338 finally:
338 339 sys.stdin = stdin_save
339 340
340 341
341 342 def test_cpaste():
342 343 """Test cpaste magic"""
343 344
344 345 def run():
345 346 """Marker function: sets a flag when executed.
346 347 """
347 348 _ip.user_ns['code_ran'] = True
348 349 return 'run' # return string so '+ run()' doesn't result in success
349 350
350 351 tests = {'pass': ["> > > run()",
351 352 ">>> > run()",
352 353 "+++ run()",
353 354 "++ run()",
354 355 " >>> run()"],
355 356
356 357 'fail': ["+ + run()",
357 358 " ++ run()"]}
358 359
359 360 _ip.user_ns['run'] = run
360 361
361 362 for code in tests['pass']:
362 363 check_cpaste(code)
363 364
364 365 for code in tests['fail']:
365 366 check_cpaste(code, should_fail=True)
366 367
367 368 def test_xmode():
368 369 # Calling xmode three times should be a no-op
369 370 xmode = _ip.InteractiveTB.mode
370 371 for i in range(3):
371 372 _ip.magic("xmode")
372 373 nt.assert_equal(_ip.InteractiveTB.mode, xmode)
373 374
374 375 def test_reset_hard():
375 376 monitor = []
376 377 class A(object):
377 378 def __del__(self):
378 379 monitor.append(1)
379 380 def __repr__(self):
380 381 return "<A instance>"
381 382
382 383 _ip.user_ns["a"] = A()
383 384 _ip.run_cell("a")
384 385
385 386 nt.assert_equal(monitor, [])
386 387 _ip.magic_reset("-f")
387 388 nt.assert_equal(monitor, [1])
388 389
389 390 class TestXdel(tt.TempFileMixin):
390 391 def test_xdel(self):
391 392 """Test that references from %run are cleared by xdel."""
392 393 src = ("class A(object):\n"
393 394 " monitor = []\n"
394 395 " def __del__(self):\n"
395 396 " self.monitor.append(1)\n"
396 397 "a = A()\n")
397 398 self.mktmp(src)
398 399 # %run creates some hidden references...
399 400 _ip.magic("run %s" % self.fname)
400 401 # ... as does the displayhook.
401 402 _ip.run_cell("a")
402 403
403 404 monitor = _ip.user_ns["A"].monitor
404 405 nt.assert_equal(monitor, [])
405 406
406 407 _ip.magic("xdel a")
407 408
408 409 # Check that a's __del__ method has been called.
409 410 nt.assert_equal(monitor, [1])
410 411
411 412 def doctest_who():
412 413 """doctest for %who
413 414
414 415 In [1]: %reset -f
415 416
416 417 In [2]: alpha = 123
417 418
418 419 In [3]: beta = 'beta'
419 420
420 421 In [4]: %who int
421 422 alpha
422 423
423 424 In [5]: %who str
424 425 beta
425 426
426 427 In [6]: %whos
427 428 Variable Type Data/Info
428 429 ----------------------------
429 430 alpha int 123
430 431 beta str beta
431 432
432 433 In [7]: %who_ls
433 434 Out[7]: ['alpha', 'beta']
434 435 """
435 436
436 437 @py3compat.u_format
437 438 def doctest_precision():
438 439 """doctest for %precision
439 440
440 441 In [1]: f = get_ipython().shell.display_formatter.formatters['text/plain']
441 442
442 443 In [2]: %precision 5
443 444 Out[2]: {u}'%.5f'
444 445
445 446 In [3]: f.float_format
446 447 Out[3]: {u}'%.5f'
447 448
448 449 In [4]: %precision %e
449 450 Out[4]: {u}'%e'
450 451
451 452 In [5]: f(3.1415927)
452 453 Out[5]: {u}'3.141593e+00'
453 454 """
454 455
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