##// END OF EJS Templates
Refactor magic_edit code somewhat.
Thomas Kluyver -
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@@ -1,3487 +1,3513 b''
1 1 # encoding: utf-8
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4
5 5 #-----------------------------------------------------------------------------
6 6 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
7 7 # Copyright (C) 2001-2007 Fernando Perez <fperez@colorado.edu>
8 8 # Copyright (C) 2008-2009 The IPython Development Team
9 9
10 10 # Distributed under the terms of the BSD License. The full license is in
11 11 # the file COPYING, distributed as part of this software.
12 12 #-----------------------------------------------------------------------------
13 13
14 14 #-----------------------------------------------------------------------------
15 15 # Imports
16 16 #-----------------------------------------------------------------------------
17 17
18 18 import __builtin__
19 19 import __future__
20 20 import bdb
21 21 import inspect
22 22 import os
23 23 import sys
24 24 import shutil
25 25 import re
26 26 import time
27 27 import textwrap
28 28 from cStringIO import StringIO
29 29 from getopt import getopt,GetoptError
30 30 from pprint import pformat
31 31 from xmlrpclib import ServerProxy
32 32
33 33 # cProfile was added in Python2.5
34 34 try:
35 35 import cProfile as profile
36 36 import pstats
37 37 except ImportError:
38 38 # profile isn't bundled by default in Debian for license reasons
39 39 try:
40 40 import profile,pstats
41 41 except ImportError:
42 42 profile = pstats = None
43 43
44 44 import IPython
45 45 from IPython.core import debugger, oinspect
46 46 from IPython.core.error import TryNext
47 47 from IPython.core.error import UsageError
48 48 from IPython.core.fakemodule import FakeModule
49 49 from IPython.core.macro import Macro
50 50 from IPython.core import page
51 51 from IPython.core.prefilter import ESC_MAGIC
52 52 from IPython.lib.pylabtools import mpl_runner
53 53 from IPython.external.Itpl import itpl, printpl
54 54 from IPython.testing.skipdoctest import skip_doctest
55 55 from IPython.utils.io import file_read, nlprint
56 56 from IPython.utils.path import get_py_filename
57 57 from IPython.utils.process import arg_split, abbrev_cwd
58 58 from IPython.utils.terminal import set_term_title
59 59 from IPython.utils.text import LSString, SList, format_screen
60 60 from IPython.utils.timing import clock, clock2
61 61 from IPython.utils.warn import warn, error
62 62 from IPython.utils.ipstruct import Struct
63 63 import IPython.utils.generics
64 64
65 65 #-----------------------------------------------------------------------------
66 66 # Utility functions
67 67 #-----------------------------------------------------------------------------
68 68
69 69 def on_off(tag):
70 70 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
71 71 return ['OFF','ON'][tag]
72 72
73 73 class Bunch: pass
74 74
75 75 def compress_dhist(dh):
76 76 head, tail = dh[:-10], dh[-10:]
77 77
78 78 newhead = []
79 79 done = set()
80 80 for h in head:
81 81 if h in done:
82 82 continue
83 83 newhead.append(h)
84 84 done.add(h)
85 85
86 86 return newhead + tail
87 87
88 88 def needs_local_scope(func):
89 89 """Decorator to mark magic functions which need to local scope to run."""
90 90 func.needs_local_scope = True
91 91 return func
92
93 # Used for exception handling in magic_edit
94 class MacroToEdit(ValueError): pass
92 95
93 96 #***************************************************************************
94 97 # Main class implementing Magic functionality
95 98
96 99 # XXX - for some odd reason, if Magic is made a new-style class, we get errors
97 100 # on construction of the main InteractiveShell object. Something odd is going
98 101 # on with super() calls, Configurable and the MRO... For now leave it as-is, but
99 102 # eventually this needs to be clarified.
100 103 # BG: This is because InteractiveShell inherits from this, but is itself a
101 104 # Configurable. This messes up the MRO in some way. The fix is that we need to
102 105 # make Magic a configurable that InteractiveShell does not subclass.
103 106
104 107 class Magic:
105 108 """Magic functions for InteractiveShell.
106 109
107 110 Shell functions which can be reached as %function_name. All magic
108 111 functions should accept a string, which they can parse for their own
109 112 needs. This can make some functions easier to type, eg `%cd ../`
110 113 vs. `%cd("../")`
111 114
112 115 ALL definitions MUST begin with the prefix magic_. The user won't need it
113 116 at the command line, but it is is needed in the definition. """
114 117
115 118 # class globals
116 119 auto_status = ['Automagic is OFF, % prefix IS needed for magic functions.',
117 120 'Automagic is ON, % prefix NOT needed for magic functions.']
118 121
119 122 #......................................................................
120 123 # some utility functions
121 124
122 125 def __init__(self,shell):
123 126
124 127 self.options_table = {}
125 128 if profile is None:
126 129 self.magic_prun = self.profile_missing_notice
127 130 self.shell = shell
128 131
129 132 # namespace for holding state we may need
130 133 self._magic_state = Bunch()
131 134
132 135 def profile_missing_notice(self, *args, **kwargs):
133 136 error("""\
134 137 The profile module could not be found. It has been removed from the standard
135 138 python packages because of its non-free license. To use profiling, install the
136 139 python-profiler package from non-free.""")
137 140
138 141 def default_option(self,fn,optstr):
139 142 """Make an entry in the options_table for fn, with value optstr"""
140 143
141 144 if fn not in self.lsmagic():
142 145 error("%s is not a magic function" % fn)
143 146 self.options_table[fn] = optstr
144 147
145 148 def lsmagic(self):
146 149 """Return a list of currently available magic functions.
147 150
148 151 Gives a list of the bare names after mangling (['ls','cd', ...], not
149 152 ['magic_ls','magic_cd',...]"""
150 153
151 154 # FIXME. This needs a cleanup, in the way the magics list is built.
152 155
153 156 # magics in class definition
154 157 class_magic = lambda fn: fn.startswith('magic_') and \
155 158 callable(Magic.__dict__[fn])
156 159 # in instance namespace (run-time user additions)
157 160 inst_magic = lambda fn: fn.startswith('magic_') and \
158 161 callable(self.__dict__[fn])
159 162 # and bound magics by user (so they can access self):
160 163 inst_bound_magic = lambda fn: fn.startswith('magic_') and \
161 164 callable(self.__class__.__dict__[fn])
162 165 magics = filter(class_magic,Magic.__dict__.keys()) + \
163 166 filter(inst_magic,self.__dict__.keys()) + \
164 167 filter(inst_bound_magic,self.__class__.__dict__.keys())
165 168 out = []
166 169 for fn in set(magics):
167 170 out.append(fn.replace('magic_','',1))
168 171 out.sort()
169 172 return out
170 173
171 174 def extract_input_lines(self, range_str, raw=False):
172 175 """Return as a string a set of input history slices.
173 176
174 177 Inputs:
175 178
176 179 - range_str: the set of slices is given as a string, like
177 180 "~5/6-~4/2 4:8 9", since this function is for use by magic functions
178 181 which get their arguments as strings. The number before the / is the
179 182 session number: ~n goes n back from the current session.
180 183
181 184 Optional inputs:
182 185
183 186 - raw(False): by default, the processed input is used. If this is
184 187 true, the raw input history is used instead.
185 188
186 189 Note that slices can be called with two notations:
187 190
188 191 N:M -> standard python form, means including items N...(M-1).
189 192
190 193 N-M -> include items N..M (closed endpoint)."""
191 194 lines = self.shell.history_manager.\
192 195 get_range_by_str(range_str, raw=raw)
193 196 return "\n".join(x for _, _, x in lines)
194 197
195 198 def arg_err(self,func):
196 199 """Print docstring if incorrect arguments were passed"""
197 200 print 'Error in arguments:'
198 201 print oinspect.getdoc(func)
199 202
200 203 def format_latex(self,strng):
201 204 """Format a string for latex inclusion."""
202 205
203 206 # Characters that need to be escaped for latex:
204 207 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
205 208 # Magic command names as headers:
206 209 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
207 210 re.MULTILINE)
208 211 # Magic commands
209 212 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
210 213 re.MULTILINE)
211 214 # Paragraph continue
212 215 par_re = re.compile(r'\\$',re.MULTILINE)
213 216
214 217 # The "\n" symbol
215 218 newline_re = re.compile(r'\\n')
216 219
217 220 # Now build the string for output:
218 221 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
219 222 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
220 223 strng)
221 224 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
222 225 strng = par_re.sub(r'\\\\',strng)
223 226 strng = escape_re.sub(r'\\\1',strng)
224 227 strng = newline_re.sub(r'\\textbackslash{}n',strng)
225 228 return strng
226 229
227 230 def parse_options(self,arg_str,opt_str,*long_opts,**kw):
228 231 """Parse options passed to an argument string.
229 232
230 233 The interface is similar to that of getopt(), but it returns back a
231 234 Struct with the options as keys and the stripped argument string still
232 235 as a string.
233 236
234 237 arg_str is quoted as a true sys.argv vector by using shlex.split.
235 238 This allows us to easily expand variables, glob files, quote
236 239 arguments, etc.
237 240
238 241 Options:
239 242 -mode: default 'string'. If given as 'list', the argument string is
240 243 returned as a list (split on whitespace) instead of a string.
241 244
242 245 -list_all: put all option values in lists. Normally only options
243 246 appearing more than once are put in a list.
244 247
245 248 -posix (True): whether to split the input line in POSIX mode or not,
246 249 as per the conventions outlined in the shlex module from the
247 250 standard library."""
248 251
249 252 # inject default options at the beginning of the input line
250 253 caller = sys._getframe(1).f_code.co_name.replace('magic_','')
251 254 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
252 255
253 256 mode = kw.get('mode','string')
254 257 if mode not in ['string','list']:
255 258 raise ValueError,'incorrect mode given: %s' % mode
256 259 # Get options
257 260 list_all = kw.get('list_all',0)
258 261 posix = kw.get('posix', os.name == 'posix')
259 262
260 263 # Check if we have more than one argument to warrant extra processing:
261 264 odict = {} # Dictionary with options
262 265 args = arg_str.split()
263 266 if len(args) >= 1:
264 267 # If the list of inputs only has 0 or 1 thing in it, there's no
265 268 # need to look for options
266 269 argv = arg_split(arg_str,posix)
267 270 # Do regular option processing
268 271 try:
269 272 opts,args = getopt(argv,opt_str,*long_opts)
270 273 except GetoptError,e:
271 274 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
272 275 " ".join(long_opts)))
273 276 for o,a in opts:
274 277 if o.startswith('--'):
275 278 o = o[2:]
276 279 else:
277 280 o = o[1:]
278 281 try:
279 282 odict[o].append(a)
280 283 except AttributeError:
281 284 odict[o] = [odict[o],a]
282 285 except KeyError:
283 286 if list_all:
284 287 odict[o] = [a]
285 288 else:
286 289 odict[o] = a
287 290
288 291 # Prepare opts,args for return
289 292 opts = Struct(odict)
290 293 if mode == 'string':
291 294 args = ' '.join(args)
292 295
293 296 return opts,args
294 297
295 298 #......................................................................
296 299 # And now the actual magic functions
297 300
298 301 # Functions for IPython shell work (vars,funcs, config, etc)
299 302 def magic_lsmagic(self, parameter_s = ''):
300 303 """List currently available magic functions."""
301 304 mesc = ESC_MAGIC
302 305 print 'Available magic functions:\n'+mesc+\
303 306 (' '+mesc).join(self.lsmagic())
304 307 print '\n' + Magic.auto_status[self.shell.automagic]
305 308 return None
306 309
307 310 def magic_magic(self, parameter_s = ''):
308 311 """Print information about the magic function system.
309 312
310 313 Supported formats: -latex, -brief, -rest
311 314 """
312 315
313 316 mode = ''
314 317 try:
315 318 if parameter_s.split()[0] == '-latex':
316 319 mode = 'latex'
317 320 if parameter_s.split()[0] == '-brief':
318 321 mode = 'brief'
319 322 if parameter_s.split()[0] == '-rest':
320 323 mode = 'rest'
321 324 rest_docs = []
322 325 except:
323 326 pass
324 327
325 328 magic_docs = []
326 329 for fname in self.lsmagic():
327 330 mname = 'magic_' + fname
328 331 for space in (Magic,self,self.__class__):
329 332 try:
330 333 fn = space.__dict__[mname]
331 334 except KeyError:
332 335 pass
333 336 else:
334 337 break
335 338 if mode == 'brief':
336 339 # only first line
337 340 if fn.__doc__:
338 341 fndoc = fn.__doc__.split('\n',1)[0]
339 342 else:
340 343 fndoc = 'No documentation'
341 344 else:
342 345 if fn.__doc__:
343 346 fndoc = fn.__doc__.rstrip()
344 347 else:
345 348 fndoc = 'No documentation'
346 349
347 350
348 351 if mode == 'rest':
349 352 rest_docs.append('**%s%s**::\n\n\t%s\n\n' %(ESC_MAGIC,
350 353 fname,fndoc))
351 354
352 355 else:
353 356 magic_docs.append('%s%s:\n\t%s\n' %(ESC_MAGIC,
354 357 fname,fndoc))
355 358
356 359 magic_docs = ''.join(magic_docs)
357 360
358 361 if mode == 'rest':
359 362 return "".join(rest_docs)
360 363
361 364 if mode == 'latex':
362 365 print self.format_latex(magic_docs)
363 366 return
364 367 else:
365 368 magic_docs = format_screen(magic_docs)
366 369 if mode == 'brief':
367 370 return magic_docs
368 371
369 372 outmsg = """
370 373 IPython's 'magic' functions
371 374 ===========================
372 375
373 376 The magic function system provides a series of functions which allow you to
374 377 control the behavior of IPython itself, plus a lot of system-type
375 378 features. All these functions are prefixed with a % character, but parameters
376 379 are given without parentheses or quotes.
377 380
378 381 NOTE: If you have 'automagic' enabled (via the command line option or with the
379 382 %automagic function), you don't need to type in the % explicitly. By default,
380 383 IPython ships with automagic on, so you should only rarely need the % escape.
381 384
382 385 Example: typing '%cd mydir' (without the quotes) changes you working directory
383 386 to 'mydir', if it exists.
384 387
385 388 You can define your own magic functions to extend the system. See the supplied
386 389 ipythonrc and example-magic.py files for details (in your ipython
387 390 configuration directory, typically $HOME/.config/ipython on Linux or $HOME/.ipython elsewhere).
388 391
389 392 You can also define your own aliased names for magic functions. In your
390 393 ipythonrc file, placing a line like:
391 394
392 395 execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile
393 396
394 397 will define %pf as a new name for %profile.
395 398
396 399 You can also call magics in code using the magic() function, which IPython
397 400 automatically adds to the builtin namespace. Type 'magic?' for details.
398 401
399 402 For a list of the available magic functions, use %lsmagic. For a description
400 403 of any of them, type %magic_name?, e.g. '%cd?'.
401 404
402 405 Currently the magic system has the following functions:\n"""
403 406
404 407 mesc = ESC_MAGIC
405 408 outmsg = ("%s\n%s\n\nSummary of magic functions (from %slsmagic):"
406 409 "\n\n%s%s\n\n%s" % (outmsg,
407 410 magic_docs,mesc,mesc,
408 411 (' '+mesc).join(self.lsmagic()),
409 412 Magic.auto_status[self.shell.automagic] ) )
410 413 page.page(outmsg)
411 414
412 415 def magic_automagic(self, parameter_s = ''):
413 416 """Make magic functions callable without having to type the initial %.
414 417
415 418 Without argumentsl toggles on/off (when off, you must call it as
416 419 %automagic, of course). With arguments it sets the value, and you can
417 420 use any of (case insensitive):
418 421
419 422 - on,1,True: to activate
420 423
421 424 - off,0,False: to deactivate.
422 425
423 426 Note that magic functions have lowest priority, so if there's a
424 427 variable whose name collides with that of a magic fn, automagic won't
425 428 work for that function (you get the variable instead). However, if you
426 429 delete the variable (del var), the previously shadowed magic function
427 430 becomes visible to automagic again."""
428 431
429 432 arg = parameter_s.lower()
430 433 if parameter_s in ('on','1','true'):
431 434 self.shell.automagic = True
432 435 elif parameter_s in ('off','0','false'):
433 436 self.shell.automagic = False
434 437 else:
435 438 self.shell.automagic = not self.shell.automagic
436 439 print '\n' + Magic.auto_status[self.shell.automagic]
437 440
438 441 @skip_doctest
439 442 def magic_autocall(self, parameter_s = ''):
440 443 """Make functions callable without having to type parentheses.
441 444
442 445 Usage:
443 446
444 447 %autocall [mode]
445 448
446 449 The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the
447 450 value is toggled on and off (remembering the previous state).
448 451
449 452 In more detail, these values mean:
450 453
451 454 0 -> fully disabled
452 455
453 456 1 -> active, but do not apply if there are no arguments on the line.
454 457
455 458 In this mode, you get:
456 459
457 460 In [1]: callable
458 461 Out[1]: <built-in function callable>
459 462
460 463 In [2]: callable 'hello'
461 464 ------> callable('hello')
462 465 Out[2]: False
463 466
464 467 2 -> Active always. Even if no arguments are present, the callable
465 468 object is called:
466 469
467 470 In [2]: float
468 471 ------> float()
469 472 Out[2]: 0.0
470 473
471 474 Note that even with autocall off, you can still use '/' at the start of
472 475 a line to treat the first argument on the command line as a function
473 476 and add parentheses to it:
474 477
475 478 In [8]: /str 43
476 479 ------> str(43)
477 480 Out[8]: '43'
478 481
479 482 # all-random (note for auto-testing)
480 483 """
481 484
482 485 if parameter_s:
483 486 arg = int(parameter_s)
484 487 else:
485 488 arg = 'toggle'
486 489
487 490 if not arg in (0,1,2,'toggle'):
488 491 error('Valid modes: (0->Off, 1->Smart, 2->Full')
489 492 return
490 493
491 494 if arg in (0,1,2):
492 495 self.shell.autocall = arg
493 496 else: # toggle
494 497 if self.shell.autocall:
495 498 self._magic_state.autocall_save = self.shell.autocall
496 499 self.shell.autocall = 0
497 500 else:
498 501 try:
499 502 self.shell.autocall = self._magic_state.autocall_save
500 503 except AttributeError:
501 504 self.shell.autocall = self._magic_state.autocall_save = 1
502 505
503 506 print "Automatic calling is:",['OFF','Smart','Full'][self.shell.autocall]
504 507
505 508
506 509 def magic_page(self, parameter_s=''):
507 510 """Pretty print the object and display it through a pager.
508 511
509 512 %page [options] OBJECT
510 513
511 514 If no object is given, use _ (last output).
512 515
513 516 Options:
514 517
515 518 -r: page str(object), don't pretty-print it."""
516 519
517 520 # After a function contributed by Olivier Aubert, slightly modified.
518 521
519 522 # Process options/args
520 523 opts,args = self.parse_options(parameter_s,'r')
521 524 raw = 'r' in opts
522 525
523 526 oname = args and args or '_'
524 527 info = self._ofind(oname)
525 528 if info['found']:
526 529 txt = (raw and str or pformat)( info['obj'] )
527 530 page.page(txt)
528 531 else:
529 532 print 'Object `%s` not found' % oname
530 533
531 534 def magic_profile(self, parameter_s=''):
532 535 """Print your currently active IPython profile."""
533 536 if self.shell.profile:
534 537 printpl('Current IPython profile: $self.shell.profile.')
535 538 else:
536 539 print 'No profile active.'
537 540
538 541 def magic_pinfo(self, parameter_s='', namespaces=None):
539 542 """Provide detailed information about an object.
540 543
541 544 '%pinfo object' is just a synonym for object? or ?object."""
542 545
543 546 #print 'pinfo par: <%s>' % parameter_s # dbg
544 547
545 548
546 549 # detail_level: 0 -> obj? , 1 -> obj??
547 550 detail_level = 0
548 551 # We need to detect if we got called as 'pinfo pinfo foo', which can
549 552 # happen if the user types 'pinfo foo?' at the cmd line.
550 553 pinfo,qmark1,oname,qmark2 = \
551 554 re.match('(pinfo )?(\?*)(.*?)(\??$)',parameter_s).groups()
552 555 if pinfo or qmark1 or qmark2:
553 556 detail_level = 1
554 557 if "*" in oname:
555 558 self.magic_psearch(oname)
556 559 else:
557 560 self.shell._inspect('pinfo', oname, detail_level=detail_level,
558 561 namespaces=namespaces)
559 562
560 563 def magic_pinfo2(self, parameter_s='', namespaces=None):
561 564 """Provide extra detailed information about an object.
562 565
563 566 '%pinfo2 object' is just a synonym for object?? or ??object."""
564 567 self.shell._inspect('pinfo', parameter_s, detail_level=1,
565 568 namespaces=namespaces)
566 569
567 570 @skip_doctest
568 571 def magic_pdef(self, parameter_s='', namespaces=None):
569 572 """Print the definition header for any callable object.
570 573
571 574 If the object is a class, print the constructor information.
572 575
573 576 Examples
574 577 --------
575 578 ::
576 579
577 580 In [3]: %pdef urllib.urlopen
578 581 urllib.urlopen(url, data=None, proxies=None)
579 582 """
580 583 self._inspect('pdef',parameter_s, namespaces)
581 584
582 585 def magic_pdoc(self, parameter_s='', namespaces=None):
583 586 """Print the docstring for an object.
584 587
585 588 If the given object is a class, it will print both the class and the
586 589 constructor docstrings."""
587 590 self._inspect('pdoc',parameter_s, namespaces)
588 591
589 592 def magic_psource(self, parameter_s='', namespaces=None):
590 593 """Print (or run through pager) the source code for an object."""
591 594 self._inspect('psource',parameter_s, namespaces)
592 595
593 596 def magic_pfile(self, parameter_s=''):
594 597 """Print (or run through pager) the file where an object is defined.
595 598
596 599 The file opens at the line where the object definition begins. IPython
597 600 will honor the environment variable PAGER if set, and otherwise will
598 601 do its best to print the file in a convenient form.
599 602
600 603 If the given argument is not an object currently defined, IPython will
601 604 try to interpret it as a filename (automatically adding a .py extension
602 605 if needed). You can thus use %pfile as a syntax highlighting code
603 606 viewer."""
604 607
605 608 # first interpret argument as an object name
606 609 out = self._inspect('pfile',parameter_s)
607 610 # if not, try the input as a filename
608 611 if out == 'not found':
609 612 try:
610 613 filename = get_py_filename(parameter_s)
611 614 except IOError,msg:
612 615 print msg
613 616 return
614 617 page.page(self.shell.inspector.format(file(filename).read()))
615 618
616 619 def magic_psearch(self, parameter_s=''):
617 620 """Search for object in namespaces by wildcard.
618 621
619 622 %psearch [options] PATTERN [OBJECT TYPE]
620 623
621 624 Note: ? can be used as a synonym for %psearch, at the beginning or at
622 625 the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the
623 626 rest of the command line must be unchanged (options come first), so
624 627 for example the following forms are equivalent
625 628
626 629 %psearch -i a* function
627 630 -i a* function?
628 631 ?-i a* function
629 632
630 633 Arguments:
631 634
632 635 PATTERN
633 636
634 637 where PATTERN is a string containing * as a wildcard similar to its
635 638 use in a shell. The pattern is matched in all namespaces on the
636 639 search path. By default objects starting with a single _ are not
637 640 matched, many IPython generated objects have a single
638 641 underscore. The default is case insensitive matching. Matching is
639 642 also done on the attributes of objects and not only on the objects
640 643 in a module.
641 644
642 645 [OBJECT TYPE]
643 646
644 647 Is the name of a python type from the types module. The name is
645 648 given in lowercase without the ending type, ex. StringType is
646 649 written string. By adding a type here only objects matching the
647 650 given type are matched. Using all here makes the pattern match all
648 651 types (this is the default).
649 652
650 653 Options:
651 654
652 655 -a: makes the pattern match even objects whose names start with a
653 656 single underscore. These names are normally ommitted from the
654 657 search.
655 658
656 659 -i/-c: make the pattern case insensitive/sensitive. If neither of
657 660 these options is given, the default is read from your ipythonrc
658 661 file. The option name which sets this value is
659 662 'wildcards_case_sensitive'. If this option is not specified in your
660 663 ipythonrc file, IPython's internal default is to do a case sensitive
661 664 search.
662 665
663 666 -e/-s NAMESPACE: exclude/search a given namespace. The pattern you
664 667 specifiy can be searched in any of the following namespaces:
665 668 'builtin', 'user', 'user_global','internal', 'alias', where
666 669 'builtin' and 'user' are the search defaults. Note that you should
667 670 not use quotes when specifying namespaces.
668 671
669 672 'Builtin' contains the python module builtin, 'user' contains all
670 673 user data, 'alias' only contain the shell aliases and no python
671 674 objects, 'internal' contains objects used by IPython. The
672 675 'user_global' namespace is only used by embedded IPython instances,
673 676 and it contains module-level globals. You can add namespaces to the
674 677 search with -s or exclude them with -e (these options can be given
675 678 more than once).
676 679
677 680 Examples:
678 681
679 682 %psearch a* -> objects beginning with an a
680 683 %psearch -e builtin a* -> objects NOT in the builtin space starting in a
681 684 %psearch a* function -> all functions beginning with an a
682 685 %psearch re.e* -> objects beginning with an e in module re
683 686 %psearch r*.e* -> objects that start with e in modules starting in r
684 687 %psearch r*.* string -> all strings in modules beginning with r
685 688
686 689 Case sensitve search:
687 690
688 691 %psearch -c a* list all object beginning with lower case a
689 692
690 693 Show objects beginning with a single _:
691 694
692 695 %psearch -a _* list objects beginning with a single underscore"""
693 696 try:
694 697 parameter_s = parameter_s.encode('ascii')
695 698 except UnicodeEncodeError:
696 699 print 'Python identifiers can only contain ascii characters.'
697 700 return
698 701
699 702 # default namespaces to be searched
700 703 def_search = ['user','builtin']
701 704
702 705 # Process options/args
703 706 opts,args = self.parse_options(parameter_s,'cias:e:',list_all=True)
704 707 opt = opts.get
705 708 shell = self.shell
706 709 psearch = shell.inspector.psearch
707 710
708 711 # select case options
709 712 if opts.has_key('i'):
710 713 ignore_case = True
711 714 elif opts.has_key('c'):
712 715 ignore_case = False
713 716 else:
714 717 ignore_case = not shell.wildcards_case_sensitive
715 718
716 719 # Build list of namespaces to search from user options
717 720 def_search.extend(opt('s',[]))
718 721 ns_exclude = ns_exclude=opt('e',[])
719 722 ns_search = [nm for nm in def_search if nm not in ns_exclude]
720 723
721 724 # Call the actual search
722 725 try:
723 726 psearch(args,shell.ns_table,ns_search,
724 727 show_all=opt('a'),ignore_case=ignore_case)
725 728 except:
726 729 shell.showtraceback()
727 730
728 731 @skip_doctest
729 732 def magic_who_ls(self, parameter_s=''):
730 733 """Return a sorted list of all interactive variables.
731 734
732 735 If arguments are given, only variables of types matching these
733 736 arguments are returned.
734 737
735 738 Examples
736 739 --------
737 740
738 741 Define two variables and list them with who_ls::
739 742
740 743 In [1]: alpha = 123
741 744
742 745 In [2]: beta = 'test'
743 746
744 747 In [3]: %who_ls
745 748 Out[3]: ['alpha', 'beta']
746 749
747 750 In [4]: %who_ls int
748 751 Out[4]: ['alpha']
749 752
750 753 In [5]: %who_ls str
751 754 Out[5]: ['beta']
752 755 """
753 756
754 757 user_ns = self.shell.user_ns
755 758 internal_ns = self.shell.internal_ns
756 759 user_ns_hidden = self.shell.user_ns_hidden
757 760 out = [ i for i in user_ns
758 761 if not i.startswith('_') \
759 762 and not (i in internal_ns or i in user_ns_hidden) ]
760 763
761 764 typelist = parameter_s.split()
762 765 if typelist:
763 766 typeset = set(typelist)
764 767 out = [i for i in out if type(user_ns[i]).__name__ in typeset]
765 768
766 769 out.sort()
767 770 return out
768 771
769 772 @skip_doctest
770 773 def magic_who(self, parameter_s=''):
771 774 """Print all interactive variables, with some minimal formatting.
772 775
773 776 If any arguments are given, only variables whose type matches one of
774 777 these are printed. For example:
775 778
776 779 %who function str
777 780
778 781 will only list functions and strings, excluding all other types of
779 782 variables. To find the proper type names, simply use type(var) at a
780 783 command line to see how python prints type names. For example:
781 784
782 785 In [1]: type('hello')\\
783 786 Out[1]: <type 'str'>
784 787
785 788 indicates that the type name for strings is 'str'.
786 789
787 790 %who always excludes executed names loaded through your configuration
788 791 file and things which are internal to IPython.
789 792
790 793 This is deliberate, as typically you may load many modules and the
791 794 purpose of %who is to show you only what you've manually defined.
792 795
793 796 Examples
794 797 --------
795 798
796 799 Define two variables and list them with who::
797 800
798 801 In [1]: alpha = 123
799 802
800 803 In [2]: beta = 'test'
801 804
802 805 In [3]: %who
803 806 alpha beta
804 807
805 808 In [4]: %who int
806 809 alpha
807 810
808 811 In [5]: %who str
809 812 beta
810 813 """
811 814
812 815 varlist = self.magic_who_ls(parameter_s)
813 816 if not varlist:
814 817 if parameter_s:
815 818 print 'No variables match your requested type.'
816 819 else:
817 820 print 'Interactive namespace is empty.'
818 821 return
819 822
820 823 # if we have variables, move on...
821 824 count = 0
822 825 for i in varlist:
823 826 print i+'\t',
824 827 count += 1
825 828 if count > 8:
826 829 count = 0
827 830 print
828 831 print
829 832
830 833 @skip_doctest
831 834 def magic_whos(self, parameter_s=''):
832 835 """Like %who, but gives some extra information about each variable.
833 836
834 837 The same type filtering of %who can be applied here.
835 838
836 839 For all variables, the type is printed. Additionally it prints:
837 840
838 841 - For {},[],(): their length.
839 842
840 843 - For numpy arrays, a summary with shape, number of
841 844 elements, typecode and size in memory.
842 845
843 846 - Everything else: a string representation, snipping their middle if
844 847 too long.
845 848
846 849 Examples
847 850 --------
848 851
849 852 Define two variables and list them with whos::
850 853
851 854 In [1]: alpha = 123
852 855
853 856 In [2]: beta = 'test'
854 857
855 858 In [3]: %whos
856 859 Variable Type Data/Info
857 860 --------------------------------
858 861 alpha int 123
859 862 beta str test
860 863 """
861 864
862 865 varnames = self.magic_who_ls(parameter_s)
863 866 if not varnames:
864 867 if parameter_s:
865 868 print 'No variables match your requested type.'
866 869 else:
867 870 print 'Interactive namespace is empty.'
868 871 return
869 872
870 873 # if we have variables, move on...
871 874
872 875 # for these types, show len() instead of data:
873 876 seq_types = ['dict', 'list', 'tuple']
874 877
875 878 # for numpy/Numeric arrays, display summary info
876 879 try:
877 880 import numpy
878 881 except ImportError:
879 882 ndarray_type = None
880 883 else:
881 884 ndarray_type = numpy.ndarray.__name__
882 885 try:
883 886 import Numeric
884 887 except ImportError:
885 888 array_type = None
886 889 else:
887 890 array_type = Numeric.ArrayType.__name__
888 891
889 892 # Find all variable names and types so we can figure out column sizes
890 893 def get_vars(i):
891 894 return self.shell.user_ns[i]
892 895
893 896 # some types are well known and can be shorter
894 897 abbrevs = {'IPython.core.macro.Macro' : 'Macro'}
895 898 def type_name(v):
896 899 tn = type(v).__name__
897 900 return abbrevs.get(tn,tn)
898 901
899 902 varlist = map(get_vars,varnames)
900 903
901 904 typelist = []
902 905 for vv in varlist:
903 906 tt = type_name(vv)
904 907
905 908 if tt=='instance':
906 909 typelist.append( abbrevs.get(str(vv.__class__),
907 910 str(vv.__class__)))
908 911 else:
909 912 typelist.append(tt)
910 913
911 914 # column labels and # of spaces as separator
912 915 varlabel = 'Variable'
913 916 typelabel = 'Type'
914 917 datalabel = 'Data/Info'
915 918 colsep = 3
916 919 # variable format strings
917 920 vformat = "$vname.ljust(varwidth)$vtype.ljust(typewidth)"
918 921 vfmt_short = '$vstr[:25]<...>$vstr[-25:]'
919 922 aformat = "%s: %s elems, type `%s`, %s bytes"
920 923 # find the size of the columns to format the output nicely
921 924 varwidth = max(max(map(len,varnames)), len(varlabel)) + colsep
922 925 typewidth = max(max(map(len,typelist)), len(typelabel)) + colsep
923 926 # table header
924 927 print varlabel.ljust(varwidth) + typelabel.ljust(typewidth) + \
925 928 ' '+datalabel+'\n' + '-'*(varwidth+typewidth+len(datalabel)+1)
926 929 # and the table itself
927 930 kb = 1024
928 931 Mb = 1048576 # kb**2
929 932 for vname,var,vtype in zip(varnames,varlist,typelist):
930 933 print itpl(vformat),
931 934 if vtype in seq_types:
932 935 print "n="+str(len(var))
933 936 elif vtype in [array_type,ndarray_type]:
934 937 vshape = str(var.shape).replace(',','').replace(' ','x')[1:-1]
935 938 if vtype==ndarray_type:
936 939 # numpy
937 940 vsize = var.size
938 941 vbytes = vsize*var.itemsize
939 942 vdtype = var.dtype
940 943 else:
941 944 # Numeric
942 945 vsize = Numeric.size(var)
943 946 vbytes = vsize*var.itemsize()
944 947 vdtype = var.typecode()
945 948
946 949 if vbytes < 100000:
947 950 print aformat % (vshape,vsize,vdtype,vbytes)
948 951 else:
949 952 print aformat % (vshape,vsize,vdtype,vbytes),
950 953 if vbytes < Mb:
951 954 print '(%s kb)' % (vbytes/kb,)
952 955 else:
953 956 print '(%s Mb)' % (vbytes/Mb,)
954 957 else:
955 958 try:
956 959 vstr = str(var)
957 960 except UnicodeEncodeError:
958 961 vstr = unicode(var).encode(sys.getdefaultencoding(),
959 962 'backslashreplace')
960 963 vstr = vstr.replace('\n','\\n')
961 964 if len(vstr) < 50:
962 965 print vstr
963 966 else:
964 967 printpl(vfmt_short)
965 968
966 969 def magic_reset(self, parameter_s=''):
967 970 """Resets the namespace by removing all names defined by the user.
968 971
969 972 Parameters
970 973 ----------
971 974 -f : force reset without asking for confirmation.
972 975
973 976 -s : 'Soft' reset: Only clears your namespace, leaving history intact.
974 977 References to objects may be kept. By default (without this option),
975 978 we do a 'hard' reset, giving you a new session and removing all
976 979 references to objects from the current session.
977 980
978 981 Examples
979 982 --------
980 983 In [6]: a = 1
981 984
982 985 In [7]: a
983 986 Out[7]: 1
984 987
985 988 In [8]: 'a' in _ip.user_ns
986 989 Out[8]: True
987 990
988 991 In [9]: %reset -f
989 992
990 993 In [1]: 'a' in _ip.user_ns
991 994 Out[1]: False
992 995 """
993 996 opts, args = self.parse_options(parameter_s,'sf')
994 997 if 'f' in opts:
995 998 ans = True
996 999 else:
997 1000 ans = self.shell.ask_yes_no(
998 1001 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
999 1002 if not ans:
1000 1003 print 'Nothing done.'
1001 1004 return
1002 1005
1003 1006 if 's' in opts: # Soft reset
1004 1007 user_ns = self.shell.user_ns
1005 1008 for i in self.magic_who_ls():
1006 1009 del(user_ns[i])
1007 1010
1008 1011 else: # Hard reset
1009 1012 self.shell.reset(new_session = False)
1010 1013
1011 1014
1012 1015
1013 1016 def magic_reset_selective(self, parameter_s=''):
1014 1017 """Resets the namespace by removing names defined by the user.
1015 1018
1016 1019 Input/Output history are left around in case you need them.
1017 1020
1018 1021 %reset_selective [-f] regex
1019 1022
1020 1023 No action is taken if regex is not included
1021 1024
1022 1025 Options
1023 1026 -f : force reset without asking for confirmation.
1024 1027
1025 1028 Examples
1026 1029 --------
1027 1030
1028 1031 We first fully reset the namespace so your output looks identical to
1029 1032 this example for pedagogical reasons; in practice you do not need a
1030 1033 full reset.
1031 1034
1032 1035 In [1]: %reset -f
1033 1036
1034 1037 Now, with a clean namespace we can make a few variables and use
1035 1038 %reset_selective to only delete names that match our regexp:
1036 1039
1037 1040 In [2]: a=1; b=2; c=3; b1m=4; b2m=5; b3m=6; b4m=7; b2s=8
1038 1041
1039 1042 In [3]: who_ls
1040 1043 Out[3]: ['a', 'b', 'b1m', 'b2m', 'b2s', 'b3m', 'b4m', 'c']
1041 1044
1042 1045 In [4]: %reset_selective -f b[2-3]m
1043 1046
1044 1047 In [5]: who_ls
1045 1048 Out[5]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1046 1049
1047 1050 In [6]: %reset_selective -f d
1048 1051
1049 1052 In [7]: who_ls
1050 1053 Out[7]: ['a', 'b', 'b1m', 'b2s', 'b4m', 'c']
1051 1054
1052 1055 In [8]: %reset_selective -f c
1053 1056
1054 1057 In [9]: who_ls
1055 1058 Out[9]: ['a', 'b', 'b1m', 'b2s', 'b4m']
1056 1059
1057 1060 In [10]: %reset_selective -f b
1058 1061
1059 1062 In [11]: who_ls
1060 1063 Out[11]: ['a']
1061 1064 """
1062 1065
1063 1066 opts, regex = self.parse_options(parameter_s,'f')
1064 1067
1065 1068 if opts.has_key('f'):
1066 1069 ans = True
1067 1070 else:
1068 1071 ans = self.shell.ask_yes_no(
1069 1072 "Once deleted, variables cannot be recovered. Proceed (y/[n])? ")
1070 1073 if not ans:
1071 1074 print 'Nothing done.'
1072 1075 return
1073 1076 user_ns = self.shell.user_ns
1074 1077 if not regex:
1075 1078 print 'No regex pattern specified. Nothing done.'
1076 1079 return
1077 1080 else:
1078 1081 try:
1079 1082 m = re.compile(regex)
1080 1083 except TypeError:
1081 1084 raise TypeError('regex must be a string or compiled pattern')
1082 1085 for i in self.magic_who_ls():
1083 1086 if m.search(i):
1084 1087 del(user_ns[i])
1085 1088
1086 1089 def magic_logstart(self,parameter_s=''):
1087 1090 """Start logging anywhere in a session.
1088 1091
1089 1092 %logstart [-o|-r|-t] [log_name [log_mode]]
1090 1093
1091 1094 If no name is given, it defaults to a file named 'ipython_log.py' in your
1092 1095 current directory, in 'rotate' mode (see below).
1093 1096
1094 1097 '%logstart name' saves to file 'name' in 'backup' mode. It saves your
1095 1098 history up to that point and then continues logging.
1096 1099
1097 1100 %logstart takes a second optional parameter: logging mode. This can be one
1098 1101 of (note that the modes are given unquoted):\\
1099 1102 append: well, that says it.\\
1100 1103 backup: rename (if exists) to name~ and start name.\\
1101 1104 global: single logfile in your home dir, appended to.\\
1102 1105 over : overwrite existing log.\\
1103 1106 rotate: create rotating logs name.1~, name.2~, etc.
1104 1107
1105 1108 Options:
1106 1109
1107 1110 -o: log also IPython's output. In this mode, all commands which
1108 1111 generate an Out[NN] prompt are recorded to the logfile, right after
1109 1112 their corresponding input line. The output lines are always
1110 1113 prepended with a '#[Out]# ' marker, so that the log remains valid
1111 1114 Python code.
1112 1115
1113 1116 Since this marker is always the same, filtering only the output from
1114 1117 a log is very easy, using for example a simple awk call:
1115 1118
1116 1119 awk -F'#\\[Out\\]# ' '{if($2) {print $2}}' ipython_log.py
1117 1120
1118 1121 -r: log 'raw' input. Normally, IPython's logs contain the processed
1119 1122 input, so that user lines are logged in their final form, converted
1120 1123 into valid Python. For example, %Exit is logged as
1121 1124 '_ip.magic("Exit"). If the -r flag is given, all input is logged
1122 1125 exactly as typed, with no transformations applied.
1123 1126
1124 1127 -t: put timestamps before each input line logged (these are put in
1125 1128 comments)."""
1126 1129
1127 1130 opts,par = self.parse_options(parameter_s,'ort')
1128 1131 log_output = 'o' in opts
1129 1132 log_raw_input = 'r' in opts
1130 1133 timestamp = 't' in opts
1131 1134
1132 1135 logger = self.shell.logger
1133 1136
1134 1137 # if no args are given, the defaults set in the logger constructor by
1135 1138 # ipytohn remain valid
1136 1139 if par:
1137 1140 try:
1138 1141 logfname,logmode = par.split()
1139 1142 except:
1140 1143 logfname = par
1141 1144 logmode = 'backup'
1142 1145 else:
1143 1146 logfname = logger.logfname
1144 1147 logmode = logger.logmode
1145 1148 # put logfname into rc struct as if it had been called on the command
1146 1149 # line, so it ends up saved in the log header Save it in case we need
1147 1150 # to restore it...
1148 1151 old_logfile = self.shell.logfile
1149 1152 if logfname:
1150 1153 logfname = os.path.expanduser(logfname)
1151 1154 self.shell.logfile = logfname
1152 1155
1153 1156 loghead = '# IPython log file\n\n'
1154 1157 try:
1155 1158 started = logger.logstart(logfname,loghead,logmode,
1156 1159 log_output,timestamp,log_raw_input)
1157 1160 except:
1158 1161 self.shell.logfile = old_logfile
1159 1162 warn("Couldn't start log: %s" % sys.exc_info()[1])
1160 1163 else:
1161 1164 # log input history up to this point, optionally interleaving
1162 1165 # output if requested
1163 1166
1164 1167 if timestamp:
1165 1168 # disable timestamping for the previous history, since we've
1166 1169 # lost those already (no time machine here).
1167 1170 logger.timestamp = False
1168 1171
1169 1172 if log_raw_input:
1170 1173 input_hist = self.shell.history_manager.input_hist_raw
1171 1174 else:
1172 1175 input_hist = self.shell.history_manager.input_hist_parsed
1173 1176
1174 1177 if log_output:
1175 1178 log_write = logger.log_write
1176 1179 output_hist = self.shell.history_manager.output_hist
1177 1180 for n in range(1,len(input_hist)-1):
1178 1181 log_write(input_hist[n].rstrip())
1179 1182 if n in output_hist:
1180 1183 log_write(repr(output_hist[n]),'output')
1181 1184 else:
1182 1185 logger.log_write(''.join(input_hist[1:]))
1183 1186 if timestamp:
1184 1187 # re-enable timestamping
1185 1188 logger.timestamp = True
1186 1189
1187 1190 print ('Activating auto-logging. '
1188 1191 'Current session state plus future input saved.')
1189 1192 logger.logstate()
1190 1193
1191 1194 def magic_logstop(self,parameter_s=''):
1192 1195 """Fully stop logging and close log file.
1193 1196
1194 1197 In order to start logging again, a new %logstart call needs to be made,
1195 1198 possibly (though not necessarily) with a new filename, mode and other
1196 1199 options."""
1197 1200 self.logger.logstop()
1198 1201
1199 1202 def magic_logoff(self,parameter_s=''):
1200 1203 """Temporarily stop logging.
1201 1204
1202 1205 You must have previously started logging."""
1203 1206 self.shell.logger.switch_log(0)
1204 1207
1205 1208 def magic_logon(self,parameter_s=''):
1206 1209 """Restart logging.
1207 1210
1208 1211 This function is for restarting logging which you've temporarily
1209 1212 stopped with %logoff. For starting logging for the first time, you
1210 1213 must use the %logstart function, which allows you to specify an
1211 1214 optional log filename."""
1212 1215
1213 1216 self.shell.logger.switch_log(1)
1214 1217
1215 1218 def magic_logstate(self,parameter_s=''):
1216 1219 """Print the status of the logging system."""
1217 1220
1218 1221 self.shell.logger.logstate()
1219 1222
1220 1223 def magic_pdb(self, parameter_s=''):
1221 1224 """Control the automatic calling of the pdb interactive debugger.
1222 1225
1223 1226 Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without
1224 1227 argument it works as a toggle.
1225 1228
1226 1229 When an exception is triggered, IPython can optionally call the
1227 1230 interactive pdb debugger after the traceback printout. %pdb toggles
1228 1231 this feature on and off.
1229 1232
1230 1233 The initial state of this feature is set in your ipythonrc
1231 1234 configuration file (the variable is called 'pdb').
1232 1235
1233 1236 If you want to just activate the debugger AFTER an exception has fired,
1234 1237 without having to type '%pdb on' and rerunning your code, you can use
1235 1238 the %debug magic."""
1236 1239
1237 1240 par = parameter_s.strip().lower()
1238 1241
1239 1242 if par:
1240 1243 try:
1241 1244 new_pdb = {'off':0,'0':0,'on':1,'1':1}[par]
1242 1245 except KeyError:
1243 1246 print ('Incorrect argument. Use on/1, off/0, '
1244 1247 'or nothing for a toggle.')
1245 1248 return
1246 1249 else:
1247 1250 # toggle
1248 1251 new_pdb = not self.shell.call_pdb
1249 1252
1250 1253 # set on the shell
1251 1254 self.shell.call_pdb = new_pdb
1252 1255 print 'Automatic pdb calling has been turned',on_off(new_pdb)
1253 1256
1254 1257 def magic_debug(self, parameter_s=''):
1255 1258 """Activate the interactive debugger in post-mortem mode.
1256 1259
1257 1260 If an exception has just occurred, this lets you inspect its stack
1258 1261 frames interactively. Note that this will always work only on the last
1259 1262 traceback that occurred, so you must call this quickly after an
1260 1263 exception that you wish to inspect has fired, because if another one
1261 1264 occurs, it clobbers the previous one.
1262 1265
1263 1266 If you want IPython to automatically do this on every exception, see
1264 1267 the %pdb magic for more details.
1265 1268 """
1266 1269 self.shell.debugger(force=True)
1267 1270
1268 1271 @skip_doctest
1269 1272 def magic_prun(self, parameter_s ='',user_mode=1,
1270 1273 opts=None,arg_lst=None,prog_ns=None):
1271 1274
1272 1275 """Run a statement through the python code profiler.
1273 1276
1274 1277 Usage:
1275 1278 %prun [options] statement
1276 1279
1277 1280 The given statement (which doesn't require quote marks) is run via the
1278 1281 python profiler in a manner similar to the profile.run() function.
1279 1282 Namespaces are internally managed to work correctly; profile.run
1280 1283 cannot be used in IPython because it makes certain assumptions about
1281 1284 namespaces which do not hold under IPython.
1282 1285
1283 1286 Options:
1284 1287
1285 1288 -l <limit>: you can place restrictions on what or how much of the
1286 1289 profile gets printed. The limit value can be:
1287 1290
1288 1291 * A string: only information for function names containing this string
1289 1292 is printed.
1290 1293
1291 1294 * An integer: only these many lines are printed.
1292 1295
1293 1296 * A float (between 0 and 1): this fraction of the report is printed
1294 1297 (for example, use a limit of 0.4 to see the topmost 40% only).
1295 1298
1296 1299 You can combine several limits with repeated use of the option. For
1297 1300 example, '-l __init__ -l 5' will print only the topmost 5 lines of
1298 1301 information about class constructors.
1299 1302
1300 1303 -r: return the pstats.Stats object generated by the profiling. This
1301 1304 object has all the information about the profile in it, and you can
1302 1305 later use it for further analysis or in other functions.
1303 1306
1304 1307 -s <key>: sort profile by given key. You can provide more than one key
1305 1308 by using the option several times: '-s key1 -s key2 -s key3...'. The
1306 1309 default sorting key is 'time'.
1307 1310
1308 1311 The following is copied verbatim from the profile documentation
1309 1312 referenced below:
1310 1313
1311 1314 When more than one key is provided, additional keys are used as
1312 1315 secondary criteria when the there is equality in all keys selected
1313 1316 before them.
1314 1317
1315 1318 Abbreviations can be used for any key names, as long as the
1316 1319 abbreviation is unambiguous. The following are the keys currently
1317 1320 defined:
1318 1321
1319 1322 Valid Arg Meaning
1320 1323 "calls" call count
1321 1324 "cumulative" cumulative time
1322 1325 "file" file name
1323 1326 "module" file name
1324 1327 "pcalls" primitive call count
1325 1328 "line" line number
1326 1329 "name" function name
1327 1330 "nfl" name/file/line
1328 1331 "stdname" standard name
1329 1332 "time" internal time
1330 1333
1331 1334 Note that all sorts on statistics are in descending order (placing
1332 1335 most time consuming items first), where as name, file, and line number
1333 1336 searches are in ascending order (i.e., alphabetical). The subtle
1334 1337 distinction between "nfl" and "stdname" is that the standard name is a
1335 1338 sort of the name as printed, which means that the embedded line
1336 1339 numbers get compared in an odd way. For example, lines 3, 20, and 40
1337 1340 would (if the file names were the same) appear in the string order
1338 1341 "20" "3" and "40". In contrast, "nfl" does a numeric compare of the
1339 1342 line numbers. In fact, sort_stats("nfl") is the same as
1340 1343 sort_stats("name", "file", "line").
1341 1344
1342 1345 -T <filename>: save profile results as shown on screen to a text
1343 1346 file. The profile is still shown on screen.
1344 1347
1345 1348 -D <filename>: save (via dump_stats) profile statistics to given
1346 1349 filename. This data is in a format understod by the pstats module, and
1347 1350 is generated by a call to the dump_stats() method of profile
1348 1351 objects. The profile is still shown on screen.
1349 1352
1350 1353 If you want to run complete programs under the profiler's control, use
1351 1354 '%run -p [prof_opts] filename.py [args to program]' where prof_opts
1352 1355 contains profiler specific options as described here.
1353 1356
1354 1357 You can read the complete documentation for the profile module with::
1355 1358
1356 1359 In [1]: import profile; profile.help()
1357 1360 """
1358 1361
1359 1362 opts_def = Struct(D=[''],l=[],s=['time'],T=[''])
1360 1363 # protect user quote marks
1361 1364 parameter_s = parameter_s.replace('"',r'\"').replace("'",r"\'")
1362 1365
1363 1366 if user_mode: # regular user call
1364 1367 opts,arg_str = self.parse_options(parameter_s,'D:l:rs:T:',
1365 1368 list_all=1)
1366 1369 namespace = self.shell.user_ns
1367 1370 else: # called to run a program by %run -p
1368 1371 try:
1369 1372 filename = get_py_filename(arg_lst[0])
1370 1373 except IOError,msg:
1371 1374 error(msg)
1372 1375 return
1373 1376
1374 1377 arg_str = 'execfile(filename,prog_ns)'
1375 1378 namespace = locals()
1376 1379
1377 1380 opts.merge(opts_def)
1378 1381
1379 1382 prof = profile.Profile()
1380 1383 try:
1381 1384 prof = prof.runctx(arg_str,namespace,namespace)
1382 1385 sys_exit = ''
1383 1386 except SystemExit:
1384 1387 sys_exit = """*** SystemExit exception caught in code being profiled."""
1385 1388
1386 1389 stats = pstats.Stats(prof).strip_dirs().sort_stats(*opts.s)
1387 1390
1388 1391 lims = opts.l
1389 1392 if lims:
1390 1393 lims = [] # rebuild lims with ints/floats/strings
1391 1394 for lim in opts.l:
1392 1395 try:
1393 1396 lims.append(int(lim))
1394 1397 except ValueError:
1395 1398 try:
1396 1399 lims.append(float(lim))
1397 1400 except ValueError:
1398 1401 lims.append(lim)
1399 1402
1400 1403 # Trap output.
1401 1404 stdout_trap = StringIO()
1402 1405
1403 1406 if hasattr(stats,'stream'):
1404 1407 # In newer versions of python, the stats object has a 'stream'
1405 1408 # attribute to write into.
1406 1409 stats.stream = stdout_trap
1407 1410 stats.print_stats(*lims)
1408 1411 else:
1409 1412 # For older versions, we manually redirect stdout during printing
1410 1413 sys_stdout = sys.stdout
1411 1414 try:
1412 1415 sys.stdout = stdout_trap
1413 1416 stats.print_stats(*lims)
1414 1417 finally:
1415 1418 sys.stdout = sys_stdout
1416 1419
1417 1420 output = stdout_trap.getvalue()
1418 1421 output = output.rstrip()
1419 1422
1420 1423 page.page(output)
1421 1424 print sys_exit,
1422 1425
1423 1426 dump_file = opts.D[0]
1424 1427 text_file = opts.T[0]
1425 1428 if dump_file:
1426 1429 prof.dump_stats(dump_file)
1427 1430 print '\n*** Profile stats marshalled to file',\
1428 1431 `dump_file`+'.',sys_exit
1429 1432 if text_file:
1430 1433 pfile = file(text_file,'w')
1431 1434 pfile.write(output)
1432 1435 pfile.close()
1433 1436 print '\n*** Profile printout saved to text file',\
1434 1437 `text_file`+'.',sys_exit
1435 1438
1436 1439 if opts.has_key('r'):
1437 1440 return stats
1438 1441 else:
1439 1442 return None
1440 1443
1441 1444 @skip_doctest
1442 1445 def magic_run(self, parameter_s ='',runner=None,
1443 1446 file_finder=get_py_filename):
1444 1447 """Run the named file inside IPython as a program.
1445 1448
1446 1449 Usage:\\
1447 1450 %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args]
1448 1451
1449 1452 Parameters after the filename are passed as command-line arguments to
1450 1453 the program (put in sys.argv). Then, control returns to IPython's
1451 1454 prompt.
1452 1455
1453 1456 This is similar to running at a system prompt:\\
1454 1457 $ python file args\\
1455 1458 but with the advantage of giving you IPython's tracebacks, and of
1456 1459 loading all variables into your interactive namespace for further use
1457 1460 (unless -p is used, see below).
1458 1461
1459 1462 The file is executed in a namespace initially consisting only of
1460 1463 __name__=='__main__' and sys.argv constructed as indicated. It thus
1461 1464 sees its environment as if it were being run as a stand-alone program
1462 1465 (except for sharing global objects such as previously imported
1463 1466 modules). But after execution, the IPython interactive namespace gets
1464 1467 updated with all variables defined in the program (except for __name__
1465 1468 and sys.argv). This allows for very convenient loading of code for
1466 1469 interactive work, while giving each program a 'clean sheet' to run in.
1467 1470
1468 1471 Options:
1469 1472
1470 1473 -n: __name__ is NOT set to '__main__', but to the running file's name
1471 1474 without extension (as python does under import). This allows running
1472 1475 scripts and reloading the definitions in them without calling code
1473 1476 protected by an ' if __name__ == "__main__" ' clause.
1474 1477
1475 1478 -i: run the file in IPython's namespace instead of an empty one. This
1476 1479 is useful if you are experimenting with code written in a text editor
1477 1480 which depends on variables defined interactively.
1478 1481
1479 1482 -e: ignore sys.exit() calls or SystemExit exceptions in the script
1480 1483 being run. This is particularly useful if IPython is being used to
1481 1484 run unittests, which always exit with a sys.exit() call. In such
1482 1485 cases you are interested in the output of the test results, not in
1483 1486 seeing a traceback of the unittest module.
1484 1487
1485 1488 -t: print timing information at the end of the run. IPython will give
1486 1489 you an estimated CPU time consumption for your script, which under
1487 1490 Unix uses the resource module to avoid the wraparound problems of
1488 1491 time.clock(). Under Unix, an estimate of time spent on system tasks
1489 1492 is also given (for Windows platforms this is reported as 0.0).
1490 1493
1491 1494 If -t is given, an additional -N<N> option can be given, where <N>
1492 1495 must be an integer indicating how many times you want the script to
1493 1496 run. The final timing report will include total and per run results.
1494 1497
1495 1498 For example (testing the script uniq_stable.py):
1496 1499
1497 1500 In [1]: run -t uniq_stable
1498 1501
1499 1502 IPython CPU timings (estimated):\\
1500 1503 User : 0.19597 s.\\
1501 1504 System: 0.0 s.\\
1502 1505
1503 1506 In [2]: run -t -N5 uniq_stable
1504 1507
1505 1508 IPython CPU timings (estimated):\\
1506 1509 Total runs performed: 5\\
1507 1510 Times : Total Per run\\
1508 1511 User : 0.910862 s, 0.1821724 s.\\
1509 1512 System: 0.0 s, 0.0 s.
1510 1513
1511 1514 -d: run your program under the control of pdb, the Python debugger.
1512 1515 This allows you to execute your program step by step, watch variables,
1513 1516 etc. Internally, what IPython does is similar to calling:
1514 1517
1515 1518 pdb.run('execfile("YOURFILENAME")')
1516 1519
1517 1520 with a breakpoint set on line 1 of your file. You can change the line
1518 1521 number for this automatic breakpoint to be <N> by using the -bN option
1519 1522 (where N must be an integer). For example:
1520 1523
1521 1524 %run -d -b40 myscript
1522 1525
1523 1526 will set the first breakpoint at line 40 in myscript.py. Note that
1524 1527 the first breakpoint must be set on a line which actually does
1525 1528 something (not a comment or docstring) for it to stop execution.
1526 1529
1527 1530 When the pdb debugger starts, you will see a (Pdb) prompt. You must
1528 1531 first enter 'c' (without qoutes) to start execution up to the first
1529 1532 breakpoint.
1530 1533
1531 1534 Entering 'help' gives information about the use of the debugger. You
1532 1535 can easily see pdb's full documentation with "import pdb;pdb.help()"
1533 1536 at a prompt.
1534 1537
1535 1538 -p: run program under the control of the Python profiler module (which
1536 1539 prints a detailed report of execution times, function calls, etc).
1537 1540
1538 1541 You can pass other options after -p which affect the behavior of the
1539 1542 profiler itself. See the docs for %prun for details.
1540 1543
1541 1544 In this mode, the program's variables do NOT propagate back to the
1542 1545 IPython interactive namespace (because they remain in the namespace
1543 1546 where the profiler executes them).
1544 1547
1545 1548 Internally this triggers a call to %prun, see its documentation for
1546 1549 details on the options available specifically for profiling.
1547 1550
1548 1551 There is one special usage for which the text above doesn't apply:
1549 1552 if the filename ends with .ipy, the file is run as ipython script,
1550 1553 just as if the commands were written on IPython prompt.
1551 1554 """
1552 1555
1553 1556 # get arguments and set sys.argv for program to be run.
1554 1557 opts,arg_lst = self.parse_options(parameter_s,'nidtN:b:pD:l:rs:T:e',
1555 1558 mode='list',list_all=1)
1556 1559
1557 1560 try:
1558 1561 filename = file_finder(arg_lst[0])
1559 1562 except IndexError:
1560 1563 warn('you must provide at least a filename.')
1561 1564 print '\n%run:\n',oinspect.getdoc(self.magic_run)
1562 1565 return
1563 1566 except IOError,msg:
1564 1567 error(msg)
1565 1568 return
1566 1569
1567 1570 if filename.lower().endswith('.ipy'):
1568 1571 self.shell.safe_execfile_ipy(filename)
1569 1572 return
1570 1573
1571 1574 # Control the response to exit() calls made by the script being run
1572 1575 exit_ignore = opts.has_key('e')
1573 1576
1574 1577 # Make sure that the running script gets a proper sys.argv as if it
1575 1578 # were run from a system shell.
1576 1579 save_argv = sys.argv # save it for later restoring
1577 1580 sys.argv = [filename]+ arg_lst[1:] # put in the proper filename
1578 1581
1579 1582 if opts.has_key('i'):
1580 1583 # Run in user's interactive namespace
1581 1584 prog_ns = self.shell.user_ns
1582 1585 __name__save = self.shell.user_ns['__name__']
1583 1586 prog_ns['__name__'] = '__main__'
1584 1587 main_mod = self.shell.new_main_mod(prog_ns)
1585 1588 else:
1586 1589 # Run in a fresh, empty namespace
1587 1590 if opts.has_key('n'):
1588 1591 name = os.path.splitext(os.path.basename(filename))[0]
1589 1592 else:
1590 1593 name = '__main__'
1591 1594
1592 1595 main_mod = self.shell.new_main_mod()
1593 1596 prog_ns = main_mod.__dict__
1594 1597 prog_ns['__name__'] = name
1595 1598
1596 1599 # Since '%run foo' emulates 'python foo.py' at the cmd line, we must
1597 1600 # set the __file__ global in the script's namespace
1598 1601 prog_ns['__file__'] = filename
1599 1602
1600 1603 # pickle fix. See interactiveshell for an explanation. But we need to make sure
1601 1604 # that, if we overwrite __main__, we replace it at the end
1602 1605 main_mod_name = prog_ns['__name__']
1603 1606
1604 1607 if main_mod_name == '__main__':
1605 1608 restore_main = sys.modules['__main__']
1606 1609 else:
1607 1610 restore_main = False
1608 1611
1609 1612 # This needs to be undone at the end to prevent holding references to
1610 1613 # every single object ever created.
1611 1614 sys.modules[main_mod_name] = main_mod
1612 1615
1613 1616 try:
1614 1617 stats = None
1615 1618 with self.readline_no_record:
1616 1619 if opts.has_key('p'):
1617 1620 stats = self.magic_prun('',0,opts,arg_lst,prog_ns)
1618 1621 else:
1619 1622 if opts.has_key('d'):
1620 1623 deb = debugger.Pdb(self.shell.colors)
1621 1624 # reset Breakpoint state, which is moronically kept
1622 1625 # in a class
1623 1626 bdb.Breakpoint.next = 1
1624 1627 bdb.Breakpoint.bplist = {}
1625 1628 bdb.Breakpoint.bpbynumber = [None]
1626 1629 # Set an initial breakpoint to stop execution
1627 1630 maxtries = 10
1628 1631 bp = int(opts.get('b',[1])[0])
1629 1632 checkline = deb.checkline(filename,bp)
1630 1633 if not checkline:
1631 1634 for bp in range(bp+1,bp+maxtries+1):
1632 1635 if deb.checkline(filename,bp):
1633 1636 break
1634 1637 else:
1635 1638 msg = ("\nI failed to find a valid line to set "
1636 1639 "a breakpoint\n"
1637 1640 "after trying up to line: %s.\n"
1638 1641 "Please set a valid breakpoint manually "
1639 1642 "with the -b option." % bp)
1640 1643 error(msg)
1641 1644 return
1642 1645 # if we find a good linenumber, set the breakpoint
1643 1646 deb.do_break('%s:%s' % (filename,bp))
1644 1647 # Start file run
1645 1648 print "NOTE: Enter 'c' at the",
1646 1649 print "%s prompt to start your script." % deb.prompt
1647 1650 try:
1648 1651 deb.run('execfile("%s")' % filename,prog_ns)
1649 1652
1650 1653 except:
1651 1654 etype, value, tb = sys.exc_info()
1652 1655 # Skip three frames in the traceback: the %run one,
1653 1656 # one inside bdb.py, and the command-line typed by the
1654 1657 # user (run by exec in pdb itself).
1655 1658 self.shell.InteractiveTB(etype,value,tb,tb_offset=3)
1656 1659 else:
1657 1660 if runner is None:
1658 1661 runner = self.shell.safe_execfile
1659 1662 if opts.has_key('t'):
1660 1663 # timed execution
1661 1664 try:
1662 1665 nruns = int(opts['N'][0])
1663 1666 if nruns < 1:
1664 1667 error('Number of runs must be >=1')
1665 1668 return
1666 1669 except (KeyError):
1667 1670 nruns = 1
1668 1671 if nruns == 1:
1669 1672 t0 = clock2()
1670 1673 runner(filename,prog_ns,prog_ns,
1671 1674 exit_ignore=exit_ignore)
1672 1675 t1 = clock2()
1673 1676 t_usr = t1[0]-t0[0]
1674 1677 t_sys = t1[1]-t0[1]
1675 1678 print "\nIPython CPU timings (estimated):"
1676 1679 print " User : %10s s." % t_usr
1677 1680 print " System: %10s s." % t_sys
1678 1681 else:
1679 1682 runs = range(nruns)
1680 1683 t0 = clock2()
1681 1684 for nr in runs:
1682 1685 runner(filename,prog_ns,prog_ns,
1683 1686 exit_ignore=exit_ignore)
1684 1687 t1 = clock2()
1685 1688 t_usr = t1[0]-t0[0]
1686 1689 t_sys = t1[1]-t0[1]
1687 1690 print "\nIPython CPU timings (estimated):"
1688 1691 print "Total runs performed:",nruns
1689 1692 print " Times : %10s %10s" % ('Total','Per run')
1690 1693 print " User : %10s s, %10s s." % (t_usr,t_usr/nruns)
1691 1694 print " System: %10s s, %10s s." % (t_sys,t_sys/nruns)
1692 1695
1693 1696 else:
1694 1697 # regular execution
1695 1698 runner(filename,prog_ns,prog_ns,exit_ignore=exit_ignore)
1696 1699
1697 1700 if opts.has_key('i'):
1698 1701 self.shell.user_ns['__name__'] = __name__save
1699 1702 else:
1700 1703 # The shell MUST hold a reference to prog_ns so after %run
1701 1704 # exits, the python deletion mechanism doesn't zero it out
1702 1705 # (leaving dangling references).
1703 1706 self.shell.cache_main_mod(prog_ns,filename)
1704 1707 # update IPython interactive namespace
1705 1708
1706 1709 # Some forms of read errors on the file may mean the
1707 1710 # __name__ key was never set; using pop we don't have to
1708 1711 # worry about a possible KeyError.
1709 1712 prog_ns.pop('__name__', None)
1710 1713
1711 1714 self.shell.user_ns.update(prog_ns)
1712 1715 finally:
1713 1716 # It's a bit of a mystery why, but __builtins__ can change from
1714 1717 # being a module to becoming a dict missing some key data after
1715 1718 # %run. As best I can see, this is NOT something IPython is doing
1716 1719 # at all, and similar problems have been reported before:
1717 1720 # http://coding.derkeiler.com/Archive/Python/comp.lang.python/2004-10/0188.html
1718 1721 # Since this seems to be done by the interpreter itself, the best
1719 1722 # we can do is to at least restore __builtins__ for the user on
1720 1723 # exit.
1721 1724 self.shell.user_ns['__builtins__'] = __builtin__
1722 1725
1723 1726 # Ensure key global structures are restored
1724 1727 sys.argv = save_argv
1725 1728 if restore_main:
1726 1729 sys.modules['__main__'] = restore_main
1727 1730 else:
1728 1731 # Remove from sys.modules the reference to main_mod we'd
1729 1732 # added. Otherwise it will trap references to objects
1730 1733 # contained therein.
1731 1734 del sys.modules[main_mod_name]
1732 1735
1733 1736 return stats
1734 1737
1735 1738 @skip_doctest
1736 1739 def magic_timeit(self, parameter_s =''):
1737 1740 """Time execution of a Python statement or expression
1738 1741
1739 1742 Usage:\\
1740 1743 %timeit [-n<N> -r<R> [-t|-c]] statement
1741 1744
1742 1745 Time execution of a Python statement or expression using the timeit
1743 1746 module.
1744 1747
1745 1748 Options:
1746 1749 -n<N>: execute the given statement <N> times in a loop. If this value
1747 1750 is not given, a fitting value is chosen.
1748 1751
1749 1752 -r<R>: repeat the loop iteration <R> times and take the best result.
1750 1753 Default: 3
1751 1754
1752 1755 -t: use time.time to measure the time, which is the default on Unix.
1753 1756 This function measures wall time.
1754 1757
1755 1758 -c: use time.clock to measure the time, which is the default on
1756 1759 Windows and measures wall time. On Unix, resource.getrusage is used
1757 1760 instead and returns the CPU user time.
1758 1761
1759 1762 -p<P>: use a precision of <P> digits to display the timing result.
1760 1763 Default: 3
1761 1764
1762 1765
1763 1766 Examples:
1764 1767
1765 1768 In [1]: %timeit pass
1766 1769 10000000 loops, best of 3: 53.3 ns per loop
1767 1770
1768 1771 In [2]: u = None
1769 1772
1770 1773 In [3]: %timeit u is None
1771 1774 10000000 loops, best of 3: 184 ns per loop
1772 1775
1773 1776 In [4]: %timeit -r 4 u == None
1774 1777 1000000 loops, best of 4: 242 ns per loop
1775 1778
1776 1779 In [5]: import time
1777 1780
1778 1781 In [6]: %timeit -n1 time.sleep(2)
1779 1782 1 loops, best of 3: 2 s per loop
1780 1783
1781 1784
1782 1785 The times reported by %timeit will be slightly higher than those
1783 1786 reported by the timeit.py script when variables are accessed. This is
1784 1787 due to the fact that %timeit executes the statement in the namespace
1785 1788 of the shell, compared with timeit.py, which uses a single setup
1786 1789 statement to import function or create variables. Generally, the bias
1787 1790 does not matter as long as results from timeit.py are not mixed with
1788 1791 those from %timeit."""
1789 1792
1790 1793 import timeit
1791 1794 import math
1792 1795
1793 1796 # XXX: Unfortunately the unicode 'micro' symbol can cause problems in
1794 1797 # certain terminals. Until we figure out a robust way of
1795 1798 # auto-detecting if the terminal can deal with it, use plain 'us' for
1796 1799 # microseconds. I am really NOT happy about disabling the proper
1797 1800 # 'micro' prefix, but crashing is worse... If anyone knows what the
1798 1801 # right solution for this is, I'm all ears...
1799 1802 #
1800 1803 # Note: using
1801 1804 #
1802 1805 # s = u'\xb5'
1803 1806 # s.encode(sys.getdefaultencoding())
1804 1807 #
1805 1808 # is not sufficient, as I've seen terminals where that fails but
1806 1809 # print s
1807 1810 #
1808 1811 # succeeds
1809 1812 #
1810 1813 # See bug: https://bugs.launchpad.net/ipython/+bug/348466
1811 1814
1812 1815 #units = [u"s", u"ms",u'\xb5',"ns"]
1813 1816 units = [u"s", u"ms",u'us',"ns"]
1814 1817
1815 1818 scaling = [1, 1e3, 1e6, 1e9]
1816 1819
1817 1820 opts, stmt = self.parse_options(parameter_s,'n:r:tcp:',
1818 1821 posix=False)
1819 1822 if stmt == "":
1820 1823 return
1821 1824 timefunc = timeit.default_timer
1822 1825 number = int(getattr(opts, "n", 0))
1823 1826 repeat = int(getattr(opts, "r", timeit.default_repeat))
1824 1827 precision = int(getattr(opts, "p", 3))
1825 1828 if hasattr(opts, "t"):
1826 1829 timefunc = time.time
1827 1830 if hasattr(opts, "c"):
1828 1831 timefunc = clock
1829 1832
1830 1833 timer = timeit.Timer(timer=timefunc)
1831 1834 # this code has tight coupling to the inner workings of timeit.Timer,
1832 1835 # but is there a better way to achieve that the code stmt has access
1833 1836 # to the shell namespace?
1834 1837
1835 1838 src = timeit.template % {'stmt': timeit.reindent(stmt, 8),
1836 1839 'setup': "pass"}
1837 1840 # Track compilation time so it can be reported if too long
1838 1841 # Minimum time above which compilation time will be reported
1839 1842 tc_min = 0.1
1840 1843
1841 1844 t0 = clock()
1842 1845 code = compile(src, "<magic-timeit>", "exec")
1843 1846 tc = clock()-t0
1844 1847
1845 1848 ns = {}
1846 1849 exec code in self.shell.user_ns, ns
1847 1850 timer.inner = ns["inner"]
1848 1851
1849 1852 if number == 0:
1850 1853 # determine number so that 0.2 <= total time < 2.0
1851 1854 number = 1
1852 1855 for i in range(1, 10):
1853 1856 if timer.timeit(number) >= 0.2:
1854 1857 break
1855 1858 number *= 10
1856 1859
1857 1860 best = min(timer.repeat(repeat, number)) / number
1858 1861
1859 1862 if best > 0.0 and best < 1000.0:
1860 1863 order = min(-int(math.floor(math.log10(best)) // 3), 3)
1861 1864 elif best >= 1000.0:
1862 1865 order = 0
1863 1866 else:
1864 1867 order = 3
1865 1868 print u"%d loops, best of %d: %.*g %s per loop" % (number, repeat,
1866 1869 precision,
1867 1870 best * scaling[order],
1868 1871 units[order])
1869 1872 if tc > tc_min:
1870 1873 print "Compiler time: %.2f s" % tc
1871 1874
1872 1875 @skip_doctest
1873 1876 @needs_local_scope
1874 1877 def magic_time(self,parameter_s = ''):
1875 1878 """Time execution of a Python statement or expression.
1876 1879
1877 1880 The CPU and wall clock times are printed, and the value of the
1878 1881 expression (if any) is returned. Note that under Win32, system time
1879 1882 is always reported as 0, since it can not be measured.
1880 1883
1881 1884 This function provides very basic timing functionality. In Python
1882 1885 2.3, the timeit module offers more control and sophistication, so this
1883 1886 could be rewritten to use it (patches welcome).
1884 1887
1885 1888 Some examples:
1886 1889
1887 1890 In [1]: time 2**128
1888 1891 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1889 1892 Wall time: 0.00
1890 1893 Out[1]: 340282366920938463463374607431768211456L
1891 1894
1892 1895 In [2]: n = 1000000
1893 1896
1894 1897 In [3]: time sum(range(n))
1895 1898 CPU times: user 1.20 s, sys: 0.05 s, total: 1.25 s
1896 1899 Wall time: 1.37
1897 1900 Out[3]: 499999500000L
1898 1901
1899 1902 In [4]: time print 'hello world'
1900 1903 hello world
1901 1904 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1902 1905 Wall time: 0.00
1903 1906
1904 1907 Note that the time needed by Python to compile the given expression
1905 1908 will be reported if it is more than 0.1s. In this example, the
1906 1909 actual exponentiation is done by Python at compilation time, so while
1907 1910 the expression can take a noticeable amount of time to compute, that
1908 1911 time is purely due to the compilation:
1909 1912
1910 1913 In [5]: time 3**9999;
1911 1914 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1912 1915 Wall time: 0.00 s
1913 1916
1914 1917 In [6]: time 3**999999;
1915 1918 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s
1916 1919 Wall time: 0.00 s
1917 1920 Compiler : 0.78 s
1918 1921 """
1919 1922
1920 1923 # fail immediately if the given expression can't be compiled
1921 1924
1922 1925 expr = self.shell.prefilter(parameter_s,False)
1923 1926
1924 1927 # Minimum time above which compilation time will be reported
1925 1928 tc_min = 0.1
1926 1929
1927 1930 try:
1928 1931 mode = 'eval'
1929 1932 t0 = clock()
1930 1933 code = compile(expr,'<timed eval>',mode)
1931 1934 tc = clock()-t0
1932 1935 except SyntaxError:
1933 1936 mode = 'exec'
1934 1937 t0 = clock()
1935 1938 code = compile(expr,'<timed exec>',mode)
1936 1939 tc = clock()-t0
1937 1940 # skew measurement as little as possible
1938 1941 glob = self.shell.user_ns
1939 1942 locs = self._magic_locals
1940 1943 clk = clock2
1941 1944 wtime = time.time
1942 1945 # time execution
1943 1946 wall_st = wtime()
1944 1947 if mode=='eval':
1945 1948 st = clk()
1946 1949 out = eval(code, glob, locs)
1947 1950 end = clk()
1948 1951 else:
1949 1952 st = clk()
1950 1953 exec code in glob, locs
1951 1954 end = clk()
1952 1955 out = None
1953 1956 wall_end = wtime()
1954 1957 # Compute actual times and report
1955 1958 wall_time = wall_end-wall_st
1956 1959 cpu_user = end[0]-st[0]
1957 1960 cpu_sys = end[1]-st[1]
1958 1961 cpu_tot = cpu_user+cpu_sys
1959 1962 print "CPU times: user %.2f s, sys: %.2f s, total: %.2f s" % \
1960 1963 (cpu_user,cpu_sys,cpu_tot)
1961 1964 print "Wall time: %.2f s" % wall_time
1962 1965 if tc > tc_min:
1963 1966 print "Compiler : %.2f s" % tc
1964 1967 return out
1965 1968
1966 1969 @skip_doctest
1967 1970 def magic_macro(self,parameter_s = ''):
1968 1971 """Define a macro for future re-execution. It accepts ranges of history,
1969 1972 filenames or string objects.
1970 1973
1971 1974 Usage:\\
1972 1975 %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ...
1973 1976
1974 1977 Options:
1975 1978
1976 1979 -r: use 'raw' input. By default, the 'processed' history is used,
1977 1980 so that magics are loaded in their transformed version to valid
1978 1981 Python. If this option is given, the raw input as typed as the
1979 1982 command line is used instead.
1980 1983
1981 1984 This will define a global variable called `name` which is a string
1982 1985 made of joining the slices and lines you specify (n1,n2,... numbers
1983 1986 above) from your input history into a single string. This variable
1984 1987 acts like an automatic function which re-executes those lines as if
1985 1988 you had typed them. You just type 'name' at the prompt and the code
1986 1989 executes.
1987 1990
1988 1991 The syntax for indicating input ranges is described in %history.
1989 1992
1990 1993 Note: as a 'hidden' feature, you can also use traditional python slice
1991 1994 notation, where N:M means numbers N through M-1.
1992 1995
1993 1996 For example, if your history contains (%hist prints it):
1994 1997
1995 1998 44: x=1
1996 1999 45: y=3
1997 2000 46: z=x+y
1998 2001 47: print x
1999 2002 48: a=5
2000 2003 49: print 'x',x,'y',y
2001 2004
2002 2005 you can create a macro with lines 44 through 47 (included) and line 49
2003 2006 called my_macro with:
2004 2007
2005 2008 In [55]: %macro my_macro 44-47 49
2006 2009
2007 2010 Now, typing `my_macro` (without quotes) will re-execute all this code
2008 2011 in one pass.
2009 2012
2010 2013 You don't need to give the line-numbers in order, and any given line
2011 2014 number can appear multiple times. You can assemble macros with any
2012 2015 lines from your input history in any order.
2013 2016
2014 2017 The macro is a simple object which holds its value in an attribute,
2015 2018 but IPython's display system checks for macros and executes them as
2016 2019 code instead of printing them when you type their name.
2017 2020
2018 2021 You can view a macro's contents by explicitly printing it with:
2019 2022
2020 2023 'print macro_name'.
2021 2024
2022 2025 """
2026 # FIXME: This function has become a convoluted mess. It needs a
2027 # ground-up rewrite with clean, simple logic.
2028 def make_filename(arg):
2029 "Make a filename from the given args"
2030 try:
2031 filename = get_py_filename(arg)
2032 except IOError:
2033 if args.endswith('.py'):
2034 filename = arg
2035 else:
2036 filename = None
2037 return filename
2023 2038
2024 2039 opts,args = self.parse_options(parameter_s,'r',mode='list')
2025 2040 if not args: # List existing macros
2026 2041 return sorted(k for k,v in self.shell.user_ns.iteritems() if\
2027 2042 isinstance(v, Macro))
2028 2043 if len(args) == 1:
2029 2044 raise UsageError(
2030 2045 "%macro insufficient args; usage '%macro name n1-n2 n3-4...")
2031 2046 name, codefrom = args[0], " ".join(args[1:])
2032 2047
2033 2048 #print 'rng',ranges # dbg
2034 2049 try:
2035 2050 lines = self.shell.find_user_code(codefrom, 'r' in opts)
2036 2051 except (ValueError, TypeError) as e:
2037 2052 print e.args[0]
2038 2053 return
2039 2054 macro = Macro(lines)
2040 2055 self.shell.define_macro(name, macro)
2041 2056 print 'Macro `%s` created. To execute, type its name (without quotes).' % name
2042 2057 print '=== Macro contents: ==='
2043 2058 print macro,
2044 2059
2045 2060 def magic_save(self,parameter_s = ''):
2046 2061 """Save a set of lines or a macro to a given filename.
2047 2062
2048 2063 Usage:\\
2049 2064 %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ...
2050 2065
2051 2066 Options:
2052 2067
2053 2068 -r: use 'raw' input. By default, the 'processed' history is used,
2054 2069 so that magics are loaded in their transformed version to valid
2055 2070 Python. If this option is given, the raw input as typed as the
2056 2071 command line is used instead.
2057 2072
2058 2073 This function uses the same syntax as %history for input ranges,
2059 2074 then saves the lines to the filename you specify.
2060 2075
2061 2076 It adds a '.py' extension to the file if you don't do so yourself, and
2062 2077 it asks for confirmation before overwriting existing files."""
2063 2078
2064 2079 opts,args = self.parse_options(parameter_s,'r',mode='list')
2065 2080 fname, codefrom = args[0], " ".join(args[1:])
2066 2081 if not fname.endswith('.py'):
2067 2082 fname += '.py'
2068 2083 if os.path.isfile(fname):
2069 2084 ans = raw_input('File `%s` exists. Overwrite (y/[N])? ' % fname)
2070 2085 if ans.lower() not in ['y','yes']:
2071 2086 print 'Operation cancelled.'
2072 2087 return
2073 2088 try:
2074 2089 cmds = self.shell.find_user_code(codefrom, 'r' in opts)
2075 2090 except (TypeError, ValueError) as e:
2076 2091 print e.args[0]
2077 2092 return
2078 2093 if isinstance(cmds, unicode):
2079 2094 cmds = cmds.encode("utf-8")
2080 2095 with open(fname,'w') as f:
2081 2096 f.write("# coding: utf-8\n")
2082 2097 f.write(cmds)
2083 2098 print 'The following commands were written to file `%s`:' % fname
2084 2099 print cmds
2085 2100
2086 2101 def magic_pastebin(self, parameter_s = ''):
2087 2102 """Upload code to the 'Lodge it' paste bin, returning the URL."""
2088 2103 try:
2089 2104 code = self.shell.find_user_code(parameter_s)
2090 2105 except (ValueError, TypeError) as e:
2091 2106 print e.args[0]
2092 2107 return
2093 2108 pbserver = ServerProxy('http://paste.pocoo.org/xmlrpc/')
2094 2109 id = pbserver.pastes.newPaste("python", code)
2095 2110 return "http://paste.pocoo.org/show/" + id
2096 2111
2097 2112 def magic_loadpy(self, arg_s):
2098 2113 """Load a .py python script into the GUI console.
2099 2114
2100 2115 This magic command can either take a local filename or a url::
2101 2116
2102 2117 %loadpy myscript.py
2103 2118 %loadpy http://www.example.com/myscript.py
2104 2119 """
2105 2120 if not arg_s.endswith('.py'):
2106 2121 raise ValueError('%%load only works with .py files: %s' % arg_s)
2107 2122 if arg_s.startswith('http'):
2108 2123 import urllib2
2109 2124 response = urllib2.urlopen(arg_s)
2110 2125 content = response.read()
2111 2126 else:
2112 2127 content = open(arg_s).read()
2113 2128 self.set_next_input(content)
2129
2130 def _find_edit_target(self, args, opts, last_call):
2131 """Utility method used by magic_edit to find what to edit."""
2132
2133 def make_filename(arg):
2134 "Make a filename from the given args"
2135 try:
2136 filename = get_py_filename(arg)
2137 except IOError:
2138 # If it ends with .py but doesn't already exist, assume we want
2139 # a new file.
2140 if args.endswith('.py'):
2141 filename = arg
2142 else:
2143 filename = None
2144 return filename
2145
2146 # Set a few locals from the options for convenience:
2147 opts_prev = 'p' in opts
2148 opts_raw = 'r' in opts
2149
2150 # custom exceptions
2151 class DataIsObject(Exception): pass
2152
2153 # Default line number value
2154 lineno = opts.get('n',None)
2155
2156 if opts_prev:
2157 args = '_%s' % last_call[0]
2158 if not self.shell.user_ns.has_key(args):
2159 args = last_call[1]
2160
2161 # use last_call to remember the state of the previous call, but don't
2162 # let it be clobbered by successive '-p' calls.
2163 try:
2164 last_call[0] = self.shell.displayhook.prompt_count
2165 if not opts_prev:
2166 last_call[1] = parameter_s
2167 except:
2168 pass
2169
2170 # by default this is done with temp files, except when the given
2171 # arg is a filename
2172 use_temp = True
2173
2174 data = ''
2175
2176 # First, see if the arguments should be a filename.
2177 filename = make_filename(args)
2178 if filename:
2179 use_temp = False
2180 elif args:
2181 # Mode where user specifies ranges of lines, like in %macro.
2182 data = self.extract_input_lines(args, opts_raw)
2183 if not data:
2184 try:
2185 # Load the parameter given as a variable. If not a string,
2186 # process it as an object instead (below)
2187
2188 #print '*** args',args,'type',type(args) # dbg
2189 data = eval(args, self.shell.user_ns)
2190 if not isinstance(data, basestring):
2191 raise DataIsObject
2192
2193 except (NameError,SyntaxError):
2194 # given argument is not a variable, try as a filename
2195 filename = make_filename(args)
2196 if filename is None:
2197 warn("Argument given (%s) can't be found as a variable "
2198 "or as a filename." % args)
2199 return
2200 use_temp = False
2201
2202 except DataIsObject:
2203 # macros have a special edit function
2204 if isinstance(data, Macro):
2205 raise MacroToEdit(data)
2206
2207 # For objects, try to edit the file where they are defined
2208 try:
2209 filename = inspect.getabsfile(data)
2210 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2211 # class created by %edit? Try to find source
2212 # by looking for method definitions instead, the
2213 # __module__ in those classes is FakeModule.
2214 attrs = [getattr(data, aname) for aname in dir(data)]
2215 for attr in attrs:
2216 if not inspect.ismethod(attr):
2217 continue
2218 filename = inspect.getabsfile(attr)
2219 if filename and 'fakemodule' not in filename.lower():
2220 # change the attribute to be the edit target instead
2221 data = attr
2222 break
2223
2224 datafile = 1
2225 except TypeError:
2226 filename = make_filename(args)
2227 datafile = 1
2228 warn('Could not find file where `%s` is defined.\n'
2229 'Opening a file named `%s`' % (args,filename))
2230 # Now, make sure we can actually read the source (if it was in
2231 # a temp file it's gone by now).
2232 if datafile:
2233 try:
2234 if lineno is None:
2235 lineno = inspect.getsourcelines(data)[1]
2236 except IOError:
2237 filename = make_filename(args)
2238 if filename is None:
2239 warn('The file `%s` where `%s` was defined cannot '
2240 'be read.' % (filename,data))
2241 return
2242 use_temp = False
2243
2244 if use_temp:
2245 filename = self.shell.mktempfile(data)
2246 print 'IPython will make a temporary file named:',filename
2247
2248 return filename
2114 2249
2115 2250 def _edit_macro(self,mname,macro):
2116 2251 """open an editor with the macro data in a file"""
2117 2252 filename = self.shell.mktempfile(macro.value)
2118 2253 self.shell.hooks.editor(filename)
2119 2254
2120 2255 # and make a new macro object, to replace the old one
2121 2256 mfile = open(filename)
2122 2257 mvalue = mfile.read()
2123 2258 mfile.close()
2124 2259 self.shell.user_ns[mname] = Macro(mvalue)
2125 2260
2126 2261 def magic_ed(self,parameter_s=''):
2127 2262 """Alias to %edit."""
2128 2263 return self.magic_edit(parameter_s)
2129
2264
2130 2265 @skip_doctest
2131 2266 def magic_edit(self,parameter_s='',last_call=['','']):
2132 2267 """Bring up an editor and execute the resulting code.
2133 2268
2134 2269 Usage:
2135 2270 %edit [options] [args]
2136 2271
2137 2272 %edit runs IPython's editor hook. The default version of this hook is
2138 2273 set to call the __IPYTHON__.rc.editor command. This is read from your
2139 2274 environment variable $EDITOR. If this isn't found, it will default to
2140 2275 vi under Linux/Unix and to notepad under Windows. See the end of this
2141 2276 docstring for how to change the editor hook.
2142 2277
2143 2278 You can also set the value of this editor via the command line option
2144 2279 '-editor' or in your ipythonrc file. This is useful if you wish to use
2145 2280 specifically for IPython an editor different from your typical default
2146 2281 (and for Windows users who typically don't set environment variables).
2147 2282
2148 2283 This command allows you to conveniently edit multi-line code right in
2149 2284 your IPython session.
2150 2285
2151 2286 If called without arguments, %edit opens up an empty editor with a
2152 2287 temporary file and will execute the contents of this file when you
2153 2288 close it (don't forget to save it!).
2154 2289
2155 2290
2156 2291 Options:
2157 2292
2158 2293 -n <number>: open the editor at a specified line number. By default,
2159 2294 the IPython editor hook uses the unix syntax 'editor +N filename', but
2160 2295 you can configure this by providing your own modified hook if your
2161 2296 favorite editor supports line-number specifications with a different
2162 2297 syntax.
2163 2298
2164 2299 -p: this will call the editor with the same data as the previous time
2165 2300 it was used, regardless of how long ago (in your current session) it
2166 2301 was.
2167 2302
2168 2303 -r: use 'raw' input. This option only applies to input taken from the
2169 2304 user's history. By default, the 'processed' history is used, so that
2170 2305 magics are loaded in their transformed version to valid Python. If
2171 2306 this option is given, the raw input as typed as the command line is
2172 2307 used instead. When you exit the editor, it will be executed by
2173 2308 IPython's own processor.
2174 2309
2175 2310 -x: do not execute the edited code immediately upon exit. This is
2176 2311 mainly useful if you are editing programs which need to be called with
2177 2312 command line arguments, which you can then do using %run.
2178 2313
2179 2314
2180 2315 Arguments:
2181 2316
2182 2317 If arguments are given, the following possibilites exist:
2183 2318
2184 2319 - If the argument is a filename, IPython will load that into the
2185 2320 editor. It will execute its contents with execfile() when you exit,
2186 2321 loading any code in the file into your interactive namespace.
2187 2322
2188 2323 - The arguments are ranges of input history, e.g. "7 ~1/4-6".
2189 2324 The syntax is the same as in the %history magic.
2190 2325
2191 2326 - If the argument is a string variable, its contents are loaded
2192 2327 into the editor. You can thus edit any string which contains
2193 2328 python code (including the result of previous edits).
2194 2329
2195 2330 - If the argument is the name of an object (other than a string),
2196 2331 IPython will try to locate the file where it was defined and open the
2197 2332 editor at the point where it is defined. You can use `%edit function`
2198 2333 to load an editor exactly at the point where 'function' is defined,
2199 2334 edit it and have the file be executed automatically.
2200 2335
2201 2336 If the object is a macro (see %macro for details), this opens up your
2202 2337 specified editor with a temporary file containing the macro's data.
2203 2338 Upon exit, the macro is reloaded with the contents of the file.
2204 2339
2205 2340 Note: opening at an exact line is only supported under Unix, and some
2206 2341 editors (like kedit and gedit up to Gnome 2.8) do not understand the
2207 2342 '+NUMBER' parameter necessary for this feature. Good editors like
2208 2343 (X)Emacs, vi, jed, pico and joe all do.
2209 2344
2210 2345 After executing your code, %edit will return as output the code you
2211 2346 typed in the editor (except when it was an existing file). This way
2212 2347 you can reload the code in further invocations of %edit as a variable,
2213 2348 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
2214 2349 the output.
2215 2350
2216 2351 Note that %edit is also available through the alias %ed.
2217 2352
2218 2353 This is an example of creating a simple function inside the editor and
2219 2354 then modifying it. First, start up the editor:
2220 2355
2221 2356 In [1]: ed
2222 2357 Editing... done. Executing edited code...
2223 2358 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
2224 2359
2225 2360 We can then call the function foo():
2226 2361
2227 2362 In [2]: foo()
2228 2363 foo() was defined in an editing session
2229 2364
2230 2365 Now we edit foo. IPython automatically loads the editor with the
2231 2366 (temporary) file where foo() was previously defined:
2232 2367
2233 2368 In [3]: ed foo
2234 2369 Editing... done. Executing edited code...
2235 2370
2236 2371 And if we call foo() again we get the modified version:
2237 2372
2238 2373 In [4]: foo()
2239 2374 foo() has now been changed!
2240 2375
2241 2376 Here is an example of how to edit a code snippet successive
2242 2377 times. First we call the editor:
2243 2378
2244 2379 In [5]: ed
2245 2380 Editing... done. Executing edited code...
2246 2381 hello
2247 2382 Out[5]: "print 'hello'n"
2248 2383
2249 2384 Now we call it again with the previous output (stored in _):
2250 2385
2251 2386 In [6]: ed _
2252 2387 Editing... done. Executing edited code...
2253 2388 hello world
2254 2389 Out[6]: "print 'hello world'n"
2255 2390
2256 2391 Now we call it with the output #8 (stored in _8, also as Out[8]):
2257 2392
2258 2393 In [7]: ed _8
2259 2394 Editing... done. Executing edited code...
2260 2395 hello again
2261 2396 Out[7]: "print 'hello again'n"
2262 2397
2263 2398
2264 2399 Changing the default editor hook:
2265 2400
2266 2401 If you wish to write your own editor hook, you can put it in a
2267 2402 configuration file which you load at startup time. The default hook
2268 2403 is defined in the IPython.core.hooks module, and you can use that as a
2269 2404 starting example for further modifications. That file also has
2270 2405 general instructions on how to set a new hook for use once you've
2271 2406 defined it."""
2272
2273 # FIXME: This function has become a convoluted mess. It needs a
2274 # ground-up rewrite with clean, simple logic.
2275
2276 def make_filename(arg):
2277 "Make a filename from the given args"
2278 try:
2279 filename = get_py_filename(arg)
2280 except IOError:
2281 if args.endswith('.py'):
2282 filename = arg
2283 else:
2284 filename = None
2285 return filename
2286
2287 # custom exceptions
2288 class DataIsObject(Exception): pass
2289
2290 2407 opts,args = self.parse_options(parameter_s,'prxn:')
2291 # Set a few locals from the options for convenience:
2292 opts_prev = 'p' in opts
2293 opts_raw = 'r' in opts
2294 2408
2295 # Default line number value
2296 lineno = opts.get('n',None)
2297
2298 if opts_prev:
2299 args = '_%s' % last_call[0]
2300 if not self.shell.user_ns.has_key(args):
2301 args = last_call[1]
2302
2303 # use last_call to remember the state of the previous call, but don't
2304 # let it be clobbered by successive '-p' calls.
2305 2409 try:
2306 last_call[0] = self.shell.displayhook.prompt_count
2307 if not opts_prev:
2308 last_call[1] = parameter_s
2309 except:
2310 pass
2311
2312 # by default this is done with temp files, except when the given
2313 # arg is a filename
2314 use_temp = True
2315
2316 data = ''
2317 if args.endswith('.py'):
2318 filename = make_filename(args)
2319 use_temp = False
2320 elif args:
2321 # Mode where user specifies ranges of lines, like in %macro.
2322 data = self.extract_input_lines(args, opts_raw)
2323 if not data:
2324 try:
2325 # Load the parameter given as a variable. If not a string,
2326 # process it as an object instead (below)
2327
2328 #print '*** args',args,'type',type(args) # dbg
2329 data = eval(args, self.shell.user_ns)
2330 if not isinstance(data, basestring):
2331 raise DataIsObject
2332
2333 except (NameError,SyntaxError):
2334 # given argument is not a variable, try as a filename
2335 filename = make_filename(args)
2336 if filename is None:
2337 warn("Argument given (%s) can't be found as a variable "
2338 "or as a filename." % args)
2339 return
2340 use_temp = False
2341
2342 except DataIsObject:
2343 # macros have a special edit function
2344 if isinstance(data, Macro):
2345 self._edit_macro(args,data)
2346 return
2347
2348 # For objects, try to edit the file where they are defined
2349 try:
2350 filename = inspect.getabsfile(data)
2351 if 'fakemodule' in filename.lower() and inspect.isclass(data):
2352 # class created by %edit? Try to find source
2353 # by looking for method definitions instead, the
2354 # __module__ in those classes is FakeModule.
2355 attrs = [getattr(data, aname) for aname in dir(data)]
2356 for attr in attrs:
2357 if not inspect.ismethod(attr):
2358 continue
2359 filename = inspect.getabsfile(attr)
2360 if filename and 'fakemodule' not in filename.lower():
2361 # change the attribute to be the edit target instead
2362 data = attr
2363 break
2364
2365 datafile = 1
2366 except TypeError:
2367 filename = make_filename(args)
2368 datafile = 1
2369 warn('Could not find file where `%s` is defined.\n'
2370 'Opening a file named `%s`' % (args,filename))
2371 # Now, make sure we can actually read the source (if it was in
2372 # a temp file it's gone by now).
2373 if datafile:
2374 try:
2375 if lineno is None:
2376 lineno = inspect.getsourcelines(data)[1]
2377 except IOError:
2378 filename = make_filename(args)
2379 if filename is None:
2380 warn('The file `%s` where `%s` was defined cannot '
2381 'be read.' % (filename,data))
2382 return
2383 use_temp = False
2384
2385 if use_temp:
2386 filename = self.shell.mktempfile(data)
2387 print 'IPython will make a temporary file named:',filename
2410 filename = self._find_edit_target(args, opts, last_call)
2411 except MacroToEdit as e:
2412 self._edit_macro(args, e.args[0])
2413 return
2388 2414
2389 2415 # do actual editing here
2390 2416 print 'Editing...',
2391 2417 sys.stdout.flush()
2392 2418 try:
2393 2419 # Quote filenames that may have spaces in them
2394 2420 if ' ' in filename:
2395 filename = "%s" % filename
2421 filename = "'%s'" % filename
2396 2422 self.shell.hooks.editor(filename,lineno)
2397 2423 except TryNext:
2398 2424 warn('Could not open editor')
2399 2425 return
2400 2426
2401 2427 # XXX TODO: should this be generalized for all string vars?
2402 2428 # For now, this is special-cased to blocks created by cpaste
2403 2429 if args.strip() == 'pasted_block':
2404 2430 self.shell.user_ns['pasted_block'] = file_read(filename)
2405 2431
2406 2432 if 'x' in opts: # -x prevents actual execution
2407 2433 print
2408 2434 else:
2409 2435 print 'done. Executing edited code...'
2410 2436 if opts_raw:
2411 2437 self.shell.run_cell(file_read(filename),
2412 2438 store_history=False)
2413 2439 else:
2414 2440 self.shell.safe_execfile(filename,self.shell.user_ns,
2415 2441 self.shell.user_ns)
2416 2442
2417 2443
2418 2444 if use_temp:
2419 2445 try:
2420 2446 return open(filename).read()
2421 2447 except IOError,msg:
2422 2448 if msg.filename == filename:
2423 2449 warn('File not found. Did you forget to save?')
2424 2450 return
2425 2451 else:
2426 2452 self.shell.showtraceback()
2427 2453
2428 2454 def magic_xmode(self,parameter_s = ''):
2429 2455 """Switch modes for the exception handlers.
2430 2456
2431 2457 Valid modes: Plain, Context and Verbose.
2432 2458
2433 2459 If called without arguments, acts as a toggle."""
2434 2460
2435 2461 def xmode_switch_err(name):
2436 2462 warn('Error changing %s exception modes.\n%s' %
2437 2463 (name,sys.exc_info()[1]))
2438 2464
2439 2465 shell = self.shell
2440 2466 new_mode = parameter_s.strip().capitalize()
2441 2467 try:
2442 2468 shell.InteractiveTB.set_mode(mode=new_mode)
2443 2469 print 'Exception reporting mode:',shell.InteractiveTB.mode
2444 2470 except:
2445 2471 xmode_switch_err('user')
2446 2472
2447 2473 def magic_colors(self,parameter_s = ''):
2448 2474 """Switch color scheme for prompts, info system and exception handlers.
2449 2475
2450 2476 Currently implemented schemes: NoColor, Linux, LightBG.
2451 2477
2452 2478 Color scheme names are not case-sensitive.
2453 2479
2454 2480 Examples
2455 2481 --------
2456 2482 To get a plain black and white terminal::
2457 2483
2458 2484 %colors nocolor
2459 2485 """
2460 2486
2461 2487 def color_switch_err(name):
2462 2488 warn('Error changing %s color schemes.\n%s' %
2463 2489 (name,sys.exc_info()[1]))
2464 2490
2465 2491
2466 2492 new_scheme = parameter_s.strip()
2467 2493 if not new_scheme:
2468 2494 raise UsageError(
2469 2495 "%colors: you must specify a color scheme. See '%colors?'")
2470 2496 return
2471 2497 # local shortcut
2472 2498 shell = self.shell
2473 2499
2474 2500 import IPython.utils.rlineimpl as readline
2475 2501
2476 2502 if not readline.have_readline and sys.platform == "win32":
2477 2503 msg = """\
2478 2504 Proper color support under MS Windows requires the pyreadline library.
2479 2505 You can find it at:
2480 2506 http://ipython.scipy.org/moin/PyReadline/Intro
2481 2507 Gary's readline needs the ctypes module, from:
2482 2508 http://starship.python.net/crew/theller/ctypes
2483 2509 (Note that ctypes is already part of Python versions 2.5 and newer).
2484 2510
2485 2511 Defaulting color scheme to 'NoColor'"""
2486 2512 new_scheme = 'NoColor'
2487 2513 warn(msg)
2488 2514
2489 2515 # readline option is 0
2490 2516 if not shell.has_readline:
2491 2517 new_scheme = 'NoColor'
2492 2518
2493 2519 # Set prompt colors
2494 2520 try:
2495 2521 shell.displayhook.set_colors(new_scheme)
2496 2522 except:
2497 2523 color_switch_err('prompt')
2498 2524 else:
2499 2525 shell.colors = \
2500 2526 shell.displayhook.color_table.active_scheme_name
2501 2527 # Set exception colors
2502 2528 try:
2503 2529 shell.InteractiveTB.set_colors(scheme = new_scheme)
2504 2530 shell.SyntaxTB.set_colors(scheme = new_scheme)
2505 2531 except:
2506 2532 color_switch_err('exception')
2507 2533
2508 2534 # Set info (for 'object?') colors
2509 2535 if shell.color_info:
2510 2536 try:
2511 2537 shell.inspector.set_active_scheme(new_scheme)
2512 2538 except:
2513 2539 color_switch_err('object inspector')
2514 2540 else:
2515 2541 shell.inspector.set_active_scheme('NoColor')
2516 2542
2517 2543 def magic_pprint(self, parameter_s=''):
2518 2544 """Toggle pretty printing on/off."""
2519 2545 ptformatter = self.shell.display_formatter.formatters['text/plain']
2520 2546 ptformatter.pprint = bool(1 - ptformatter.pprint)
2521 2547 print 'Pretty printing has been turned', \
2522 2548 ['OFF','ON'][ptformatter.pprint]
2523 2549
2524 2550 #......................................................................
2525 2551 # Functions to implement unix shell-type things
2526 2552
2527 2553 @skip_doctest
2528 2554 def magic_alias(self, parameter_s = ''):
2529 2555 """Define an alias for a system command.
2530 2556
2531 2557 '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd'
2532 2558
2533 2559 Then, typing 'alias_name params' will execute the system command 'cmd
2534 2560 params' (from your underlying operating system).
2535 2561
2536 2562 Aliases have lower precedence than magic functions and Python normal
2537 2563 variables, so if 'foo' is both a Python variable and an alias, the
2538 2564 alias can not be executed until 'del foo' removes the Python variable.
2539 2565
2540 2566 You can use the %l specifier in an alias definition to represent the
2541 2567 whole line when the alias is called. For example:
2542 2568
2543 2569 In [2]: alias bracket echo "Input in brackets: <%l>"
2544 2570 In [3]: bracket hello world
2545 2571 Input in brackets: <hello world>
2546 2572
2547 2573 You can also define aliases with parameters using %s specifiers (one
2548 2574 per parameter):
2549 2575
2550 2576 In [1]: alias parts echo first %s second %s
2551 2577 In [2]: %parts A B
2552 2578 first A second B
2553 2579 In [3]: %parts A
2554 2580 Incorrect number of arguments: 2 expected.
2555 2581 parts is an alias to: 'echo first %s second %s'
2556 2582
2557 2583 Note that %l and %s are mutually exclusive. You can only use one or
2558 2584 the other in your aliases.
2559 2585
2560 2586 Aliases expand Python variables just like system calls using ! or !!
2561 2587 do: all expressions prefixed with '$' get expanded. For details of
2562 2588 the semantic rules, see PEP-215:
2563 2589 http://www.python.org/peps/pep-0215.html. This is the library used by
2564 2590 IPython for variable expansion. If you want to access a true shell
2565 2591 variable, an extra $ is necessary to prevent its expansion by IPython:
2566 2592
2567 2593 In [6]: alias show echo
2568 2594 In [7]: PATH='A Python string'
2569 2595 In [8]: show $PATH
2570 2596 A Python string
2571 2597 In [9]: show $$PATH
2572 2598 /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:...
2573 2599
2574 2600 You can use the alias facility to acess all of $PATH. See the %rehash
2575 2601 and %rehashx functions, which automatically create aliases for the
2576 2602 contents of your $PATH.
2577 2603
2578 2604 If called with no parameters, %alias prints the current alias table."""
2579 2605
2580 2606 par = parameter_s.strip()
2581 2607 if not par:
2582 2608 stored = self.db.get('stored_aliases', {} )
2583 2609 aliases = sorted(self.shell.alias_manager.aliases)
2584 2610 # for k, v in stored:
2585 2611 # atab.append(k, v[0])
2586 2612
2587 2613 print "Total number of aliases:", len(aliases)
2588 2614 sys.stdout.flush()
2589 2615 return aliases
2590 2616
2591 2617 # Now try to define a new one
2592 2618 try:
2593 2619 alias,cmd = par.split(None, 1)
2594 2620 except:
2595 2621 print oinspect.getdoc(self.magic_alias)
2596 2622 else:
2597 2623 self.shell.alias_manager.soft_define_alias(alias, cmd)
2598 2624 # end magic_alias
2599 2625
2600 2626 def magic_unalias(self, parameter_s = ''):
2601 2627 """Remove an alias"""
2602 2628
2603 2629 aname = parameter_s.strip()
2604 2630 self.shell.alias_manager.undefine_alias(aname)
2605 2631 stored = self.db.get('stored_aliases', {} )
2606 2632 if aname in stored:
2607 2633 print "Removing %stored alias",aname
2608 2634 del stored[aname]
2609 2635 self.db['stored_aliases'] = stored
2610 2636
2611 2637 def magic_rehashx(self, parameter_s = ''):
2612 2638 """Update the alias table with all executable files in $PATH.
2613 2639
2614 2640 This version explicitly checks that every entry in $PATH is a file
2615 2641 with execute access (os.X_OK), so it is much slower than %rehash.
2616 2642
2617 2643 Under Windows, it checks executability as a match agains a
2618 2644 '|'-separated string of extensions, stored in the IPython config
2619 2645 variable win_exec_ext. This defaults to 'exe|com|bat'.
2620 2646
2621 2647 This function also resets the root module cache of module completer,
2622 2648 used on slow filesystems.
2623 2649 """
2624 2650 from IPython.core.alias import InvalidAliasError
2625 2651
2626 2652 # for the benefit of module completer in ipy_completers.py
2627 2653 del self.db['rootmodules']
2628 2654
2629 2655 path = [os.path.abspath(os.path.expanduser(p)) for p in
2630 2656 os.environ.get('PATH','').split(os.pathsep)]
2631 2657 path = filter(os.path.isdir,path)
2632 2658
2633 2659 syscmdlist = []
2634 2660 # Now define isexec in a cross platform manner.
2635 2661 if os.name == 'posix':
2636 2662 isexec = lambda fname:os.path.isfile(fname) and \
2637 2663 os.access(fname,os.X_OK)
2638 2664 else:
2639 2665 try:
2640 2666 winext = os.environ['pathext'].replace(';','|').replace('.','')
2641 2667 except KeyError:
2642 2668 winext = 'exe|com|bat|py'
2643 2669 if 'py' not in winext:
2644 2670 winext += '|py'
2645 2671 execre = re.compile(r'(.*)\.(%s)$' % winext,re.IGNORECASE)
2646 2672 isexec = lambda fname:os.path.isfile(fname) and execre.match(fname)
2647 2673 savedir = os.getcwd()
2648 2674
2649 2675 # Now walk the paths looking for executables to alias.
2650 2676 try:
2651 2677 # write the whole loop for posix/Windows so we don't have an if in
2652 2678 # the innermost part
2653 2679 if os.name == 'posix':
2654 2680 for pdir in path:
2655 2681 os.chdir(pdir)
2656 2682 for ff in os.listdir(pdir):
2657 2683 if isexec(ff):
2658 2684 try:
2659 2685 # Removes dots from the name since ipython
2660 2686 # will assume names with dots to be python.
2661 2687 self.shell.alias_manager.define_alias(
2662 2688 ff.replace('.',''), ff)
2663 2689 except InvalidAliasError:
2664 2690 pass
2665 2691 else:
2666 2692 syscmdlist.append(ff)
2667 2693 else:
2668 2694 no_alias = self.shell.alias_manager.no_alias
2669 2695 for pdir in path:
2670 2696 os.chdir(pdir)
2671 2697 for ff in os.listdir(pdir):
2672 2698 base, ext = os.path.splitext(ff)
2673 2699 if isexec(ff) and base.lower() not in no_alias:
2674 2700 if ext.lower() == '.exe':
2675 2701 ff = base
2676 2702 try:
2677 2703 # Removes dots from the name since ipython
2678 2704 # will assume names with dots to be python.
2679 2705 self.shell.alias_manager.define_alias(
2680 2706 base.lower().replace('.',''), ff)
2681 2707 except InvalidAliasError:
2682 2708 pass
2683 2709 syscmdlist.append(ff)
2684 2710 db = self.db
2685 2711 db['syscmdlist'] = syscmdlist
2686 2712 finally:
2687 2713 os.chdir(savedir)
2688 2714
2689 2715 @skip_doctest
2690 2716 def magic_pwd(self, parameter_s = ''):
2691 2717 """Return the current working directory path.
2692 2718
2693 2719 Examples
2694 2720 --------
2695 2721 ::
2696 2722
2697 2723 In [9]: pwd
2698 2724 Out[9]: '/home/tsuser/sprint/ipython'
2699 2725 """
2700 2726 return os.getcwd()
2701 2727
2702 2728 @skip_doctest
2703 2729 def magic_cd(self, parameter_s=''):
2704 2730 """Change the current working directory.
2705 2731
2706 2732 This command automatically maintains an internal list of directories
2707 2733 you visit during your IPython session, in the variable _dh. The
2708 2734 command %dhist shows this history nicely formatted. You can also
2709 2735 do 'cd -<tab>' to see directory history conveniently.
2710 2736
2711 2737 Usage:
2712 2738
2713 2739 cd 'dir': changes to directory 'dir'.
2714 2740
2715 2741 cd -: changes to the last visited directory.
2716 2742
2717 2743 cd -<n>: changes to the n-th directory in the directory history.
2718 2744
2719 2745 cd --foo: change to directory that matches 'foo' in history
2720 2746
2721 2747 cd -b <bookmark_name>: jump to a bookmark set by %bookmark
2722 2748 (note: cd <bookmark_name> is enough if there is no
2723 2749 directory <bookmark_name>, but a bookmark with the name exists.)
2724 2750 'cd -b <tab>' allows you to tab-complete bookmark names.
2725 2751
2726 2752 Options:
2727 2753
2728 2754 -q: quiet. Do not print the working directory after the cd command is
2729 2755 executed. By default IPython's cd command does print this directory,
2730 2756 since the default prompts do not display path information.
2731 2757
2732 2758 Note that !cd doesn't work for this purpose because the shell where
2733 2759 !command runs is immediately discarded after executing 'command'.
2734 2760
2735 2761 Examples
2736 2762 --------
2737 2763 ::
2738 2764
2739 2765 In [10]: cd parent/child
2740 2766 /home/tsuser/parent/child
2741 2767 """
2742 2768
2743 2769 parameter_s = parameter_s.strip()
2744 2770 #bkms = self.shell.persist.get("bookmarks",{})
2745 2771
2746 2772 oldcwd = os.getcwd()
2747 2773 numcd = re.match(r'(-)(\d+)$',parameter_s)
2748 2774 # jump in directory history by number
2749 2775 if numcd:
2750 2776 nn = int(numcd.group(2))
2751 2777 try:
2752 2778 ps = self.shell.user_ns['_dh'][nn]
2753 2779 except IndexError:
2754 2780 print 'The requested directory does not exist in history.'
2755 2781 return
2756 2782 else:
2757 2783 opts = {}
2758 2784 elif parameter_s.startswith('--'):
2759 2785 ps = None
2760 2786 fallback = None
2761 2787 pat = parameter_s[2:]
2762 2788 dh = self.shell.user_ns['_dh']
2763 2789 # first search only by basename (last component)
2764 2790 for ent in reversed(dh):
2765 2791 if pat in os.path.basename(ent) and os.path.isdir(ent):
2766 2792 ps = ent
2767 2793 break
2768 2794
2769 2795 if fallback is None and pat in ent and os.path.isdir(ent):
2770 2796 fallback = ent
2771 2797
2772 2798 # if we have no last part match, pick the first full path match
2773 2799 if ps is None:
2774 2800 ps = fallback
2775 2801
2776 2802 if ps is None:
2777 2803 print "No matching entry in directory history"
2778 2804 return
2779 2805 else:
2780 2806 opts = {}
2781 2807
2782 2808
2783 2809 else:
2784 2810 #turn all non-space-escaping backslashes to slashes,
2785 2811 # for c:\windows\directory\names\
2786 2812 parameter_s = re.sub(r'\\(?! )','/', parameter_s)
2787 2813 opts,ps = self.parse_options(parameter_s,'qb',mode='string')
2788 2814 # jump to previous
2789 2815 if ps == '-':
2790 2816 try:
2791 2817 ps = self.shell.user_ns['_dh'][-2]
2792 2818 except IndexError:
2793 2819 raise UsageError('%cd -: No previous directory to change to.')
2794 2820 # jump to bookmark if needed
2795 2821 else:
2796 2822 if not os.path.isdir(ps) or opts.has_key('b'):
2797 2823 bkms = self.db.get('bookmarks', {})
2798 2824
2799 2825 if bkms.has_key(ps):
2800 2826 target = bkms[ps]
2801 2827 print '(bookmark:%s) -> %s' % (ps,target)
2802 2828 ps = target
2803 2829 else:
2804 2830 if opts.has_key('b'):
2805 2831 raise UsageError("Bookmark '%s' not found. "
2806 2832 "Use '%%bookmark -l' to see your bookmarks." % ps)
2807 2833
2808 2834 # at this point ps should point to the target dir
2809 2835 if ps:
2810 2836 try:
2811 2837 os.chdir(os.path.expanduser(ps))
2812 2838 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2813 2839 set_term_title('IPython: ' + abbrev_cwd())
2814 2840 except OSError:
2815 2841 print sys.exc_info()[1]
2816 2842 else:
2817 2843 cwd = os.getcwd()
2818 2844 dhist = self.shell.user_ns['_dh']
2819 2845 if oldcwd != cwd:
2820 2846 dhist.append(cwd)
2821 2847 self.db['dhist'] = compress_dhist(dhist)[-100:]
2822 2848
2823 2849 else:
2824 2850 os.chdir(self.shell.home_dir)
2825 2851 if hasattr(self.shell, 'term_title') and self.shell.term_title:
2826 2852 set_term_title('IPython: ' + '~')
2827 2853 cwd = os.getcwd()
2828 2854 dhist = self.shell.user_ns['_dh']
2829 2855
2830 2856 if oldcwd != cwd:
2831 2857 dhist.append(cwd)
2832 2858 self.db['dhist'] = compress_dhist(dhist)[-100:]
2833 2859 if not 'q' in opts and self.shell.user_ns['_dh']:
2834 2860 print self.shell.user_ns['_dh'][-1]
2835 2861
2836 2862
2837 2863 def magic_env(self, parameter_s=''):
2838 2864 """List environment variables."""
2839 2865
2840 2866 return os.environ.data
2841 2867
2842 2868 def magic_pushd(self, parameter_s=''):
2843 2869 """Place the current dir on stack and change directory.
2844 2870
2845 2871 Usage:\\
2846 2872 %pushd ['dirname']
2847 2873 """
2848 2874
2849 2875 dir_s = self.shell.dir_stack
2850 2876 tgt = os.path.expanduser(parameter_s)
2851 2877 cwd = os.getcwd().replace(self.home_dir,'~')
2852 2878 if tgt:
2853 2879 self.magic_cd(parameter_s)
2854 2880 dir_s.insert(0,cwd)
2855 2881 return self.magic_dirs()
2856 2882
2857 2883 def magic_popd(self, parameter_s=''):
2858 2884 """Change to directory popped off the top of the stack.
2859 2885 """
2860 2886 if not self.shell.dir_stack:
2861 2887 raise UsageError("%popd on empty stack")
2862 2888 top = self.shell.dir_stack.pop(0)
2863 2889 self.magic_cd(top)
2864 2890 print "popd ->",top
2865 2891
2866 2892 def magic_dirs(self, parameter_s=''):
2867 2893 """Return the current directory stack."""
2868 2894
2869 2895 return self.shell.dir_stack
2870 2896
2871 2897 def magic_dhist(self, parameter_s=''):
2872 2898 """Print your history of visited directories.
2873 2899
2874 2900 %dhist -> print full history\\
2875 2901 %dhist n -> print last n entries only\\
2876 2902 %dhist n1 n2 -> print entries between n1 and n2 (n1 not included)\\
2877 2903
2878 2904 This history is automatically maintained by the %cd command, and
2879 2905 always available as the global list variable _dh. You can use %cd -<n>
2880 2906 to go to directory number <n>.
2881 2907
2882 2908 Note that most of time, you should view directory history by entering
2883 2909 cd -<TAB>.
2884 2910
2885 2911 """
2886 2912
2887 2913 dh = self.shell.user_ns['_dh']
2888 2914 if parameter_s:
2889 2915 try:
2890 2916 args = map(int,parameter_s.split())
2891 2917 except:
2892 2918 self.arg_err(Magic.magic_dhist)
2893 2919 return
2894 2920 if len(args) == 1:
2895 2921 ini,fin = max(len(dh)-(args[0]),0),len(dh)
2896 2922 elif len(args) == 2:
2897 2923 ini,fin = args
2898 2924 else:
2899 2925 self.arg_err(Magic.magic_dhist)
2900 2926 return
2901 2927 else:
2902 2928 ini,fin = 0,len(dh)
2903 2929 nlprint(dh,
2904 2930 header = 'Directory history (kept in _dh)',
2905 2931 start=ini,stop=fin)
2906 2932
2907 2933 @skip_doctest
2908 2934 def magic_sc(self, parameter_s=''):
2909 2935 """Shell capture - execute a shell command and capture its output.
2910 2936
2911 2937 DEPRECATED. Suboptimal, retained for backwards compatibility.
2912 2938
2913 2939 You should use the form 'var = !command' instead. Example:
2914 2940
2915 2941 "%sc -l myfiles = ls ~" should now be written as
2916 2942
2917 2943 "myfiles = !ls ~"
2918 2944
2919 2945 myfiles.s, myfiles.l and myfiles.n still apply as documented
2920 2946 below.
2921 2947
2922 2948 --
2923 2949 %sc [options] varname=command
2924 2950
2925 2951 IPython will run the given command using commands.getoutput(), and
2926 2952 will then update the user's interactive namespace with a variable
2927 2953 called varname, containing the value of the call. Your command can
2928 2954 contain shell wildcards, pipes, etc.
2929 2955
2930 2956 The '=' sign in the syntax is mandatory, and the variable name you
2931 2957 supply must follow Python's standard conventions for valid names.
2932 2958
2933 2959 (A special format without variable name exists for internal use)
2934 2960
2935 2961 Options:
2936 2962
2937 2963 -l: list output. Split the output on newlines into a list before
2938 2964 assigning it to the given variable. By default the output is stored
2939 2965 as a single string.
2940 2966
2941 2967 -v: verbose. Print the contents of the variable.
2942 2968
2943 2969 In most cases you should not need to split as a list, because the
2944 2970 returned value is a special type of string which can automatically
2945 2971 provide its contents either as a list (split on newlines) or as a
2946 2972 space-separated string. These are convenient, respectively, either
2947 2973 for sequential processing or to be passed to a shell command.
2948 2974
2949 2975 For example:
2950 2976
2951 2977 # all-random
2952 2978
2953 2979 # Capture into variable a
2954 2980 In [1]: sc a=ls *py
2955 2981
2956 2982 # a is a string with embedded newlines
2957 2983 In [2]: a
2958 2984 Out[2]: 'setup.py\\nwin32_manual_post_install.py'
2959 2985
2960 2986 # which can be seen as a list:
2961 2987 In [3]: a.l
2962 2988 Out[3]: ['setup.py', 'win32_manual_post_install.py']
2963 2989
2964 2990 # or as a whitespace-separated string:
2965 2991 In [4]: a.s
2966 2992 Out[4]: 'setup.py win32_manual_post_install.py'
2967 2993
2968 2994 # a.s is useful to pass as a single command line:
2969 2995 In [5]: !wc -l $a.s
2970 2996 146 setup.py
2971 2997 130 win32_manual_post_install.py
2972 2998 276 total
2973 2999
2974 3000 # while the list form is useful to loop over:
2975 3001 In [6]: for f in a.l:
2976 3002 ...: !wc -l $f
2977 3003 ...:
2978 3004 146 setup.py
2979 3005 130 win32_manual_post_install.py
2980 3006
2981 3007 Similiarly, the lists returned by the -l option are also special, in
2982 3008 the sense that you can equally invoke the .s attribute on them to
2983 3009 automatically get a whitespace-separated string from their contents:
2984 3010
2985 3011 In [7]: sc -l b=ls *py
2986 3012
2987 3013 In [8]: b
2988 3014 Out[8]: ['setup.py', 'win32_manual_post_install.py']
2989 3015
2990 3016 In [9]: b.s
2991 3017 Out[9]: 'setup.py win32_manual_post_install.py'
2992 3018
2993 3019 In summary, both the lists and strings used for ouptut capture have
2994 3020 the following special attributes:
2995 3021
2996 3022 .l (or .list) : value as list.
2997 3023 .n (or .nlstr): value as newline-separated string.
2998 3024 .s (or .spstr): value as space-separated string.
2999 3025 """
3000 3026
3001 3027 opts,args = self.parse_options(parameter_s,'lv')
3002 3028 # Try to get a variable name and command to run
3003 3029 try:
3004 3030 # the variable name must be obtained from the parse_options
3005 3031 # output, which uses shlex.split to strip options out.
3006 3032 var,_ = args.split('=',1)
3007 3033 var = var.strip()
3008 3034 # But the the command has to be extracted from the original input
3009 3035 # parameter_s, not on what parse_options returns, to avoid the
3010 3036 # quote stripping which shlex.split performs on it.
3011 3037 _,cmd = parameter_s.split('=',1)
3012 3038 except ValueError:
3013 3039 var,cmd = '',''
3014 3040 # If all looks ok, proceed
3015 3041 split = 'l' in opts
3016 3042 out = self.shell.getoutput(cmd, split=split)
3017 3043 if opts.has_key('v'):
3018 3044 print '%s ==\n%s' % (var,pformat(out))
3019 3045 if var:
3020 3046 self.shell.user_ns.update({var:out})
3021 3047 else:
3022 3048 return out
3023 3049
3024 3050 def magic_sx(self, parameter_s=''):
3025 3051 """Shell execute - run a shell command and capture its output.
3026 3052
3027 3053 %sx command
3028 3054
3029 3055 IPython will run the given command using commands.getoutput(), and
3030 3056 return the result formatted as a list (split on '\\n'). Since the
3031 3057 output is _returned_, it will be stored in ipython's regular output
3032 3058 cache Out[N] and in the '_N' automatic variables.
3033 3059
3034 3060 Notes:
3035 3061
3036 3062 1) If an input line begins with '!!', then %sx is automatically
3037 3063 invoked. That is, while:
3038 3064 !ls
3039 3065 causes ipython to simply issue system('ls'), typing
3040 3066 !!ls
3041 3067 is a shorthand equivalent to:
3042 3068 %sx ls
3043 3069
3044 3070 2) %sx differs from %sc in that %sx automatically splits into a list,
3045 3071 like '%sc -l'. The reason for this is to make it as easy as possible
3046 3072 to process line-oriented shell output via further python commands.
3047 3073 %sc is meant to provide much finer control, but requires more
3048 3074 typing.
3049 3075
3050 3076 3) Just like %sc -l, this is a list with special attributes:
3051 3077
3052 3078 .l (or .list) : value as list.
3053 3079 .n (or .nlstr): value as newline-separated string.
3054 3080 .s (or .spstr): value as whitespace-separated string.
3055 3081
3056 3082 This is very useful when trying to use such lists as arguments to
3057 3083 system commands."""
3058 3084
3059 3085 if parameter_s:
3060 3086 return self.shell.getoutput(parameter_s)
3061 3087
3062 3088
3063 3089 def magic_bookmark(self, parameter_s=''):
3064 3090 """Manage IPython's bookmark system.
3065 3091
3066 3092 %bookmark <name> - set bookmark to current dir
3067 3093 %bookmark <name> <dir> - set bookmark to <dir>
3068 3094 %bookmark -l - list all bookmarks
3069 3095 %bookmark -d <name> - remove bookmark
3070 3096 %bookmark -r - remove all bookmarks
3071 3097
3072 3098 You can later on access a bookmarked folder with:
3073 3099 %cd -b <name>
3074 3100 or simply '%cd <name>' if there is no directory called <name> AND
3075 3101 there is such a bookmark defined.
3076 3102
3077 3103 Your bookmarks persist through IPython sessions, but they are
3078 3104 associated with each profile."""
3079 3105
3080 3106 opts,args = self.parse_options(parameter_s,'drl',mode='list')
3081 3107 if len(args) > 2:
3082 3108 raise UsageError("%bookmark: too many arguments")
3083 3109
3084 3110 bkms = self.db.get('bookmarks',{})
3085 3111
3086 3112 if opts.has_key('d'):
3087 3113 try:
3088 3114 todel = args[0]
3089 3115 except IndexError:
3090 3116 raise UsageError(
3091 3117 "%bookmark -d: must provide a bookmark to delete")
3092 3118 else:
3093 3119 try:
3094 3120 del bkms[todel]
3095 3121 except KeyError:
3096 3122 raise UsageError(
3097 3123 "%%bookmark -d: Can't delete bookmark '%s'" % todel)
3098 3124
3099 3125 elif opts.has_key('r'):
3100 3126 bkms = {}
3101 3127 elif opts.has_key('l'):
3102 3128 bks = bkms.keys()
3103 3129 bks.sort()
3104 3130 if bks:
3105 3131 size = max(map(len,bks))
3106 3132 else:
3107 3133 size = 0
3108 3134 fmt = '%-'+str(size)+'s -> %s'
3109 3135 print 'Current bookmarks:'
3110 3136 for bk in bks:
3111 3137 print fmt % (bk,bkms[bk])
3112 3138 else:
3113 3139 if not args:
3114 3140 raise UsageError("%bookmark: You must specify the bookmark name")
3115 3141 elif len(args)==1:
3116 3142 bkms[args[0]] = os.getcwd()
3117 3143 elif len(args)==2:
3118 3144 bkms[args[0]] = args[1]
3119 3145 self.db['bookmarks'] = bkms
3120 3146
3121 3147 def magic_pycat(self, parameter_s=''):
3122 3148 """Show a syntax-highlighted file through a pager.
3123 3149
3124 3150 This magic is similar to the cat utility, but it will assume the file
3125 3151 to be Python source and will show it with syntax highlighting. """
3126 3152
3127 3153 try:
3128 3154 filename = get_py_filename(parameter_s)
3129 3155 cont = file_read(filename)
3130 3156 except IOError:
3131 3157 try:
3132 3158 cont = eval(parameter_s,self.user_ns)
3133 3159 except NameError:
3134 3160 cont = None
3135 3161 if cont is None:
3136 3162 print "Error: no such file or variable"
3137 3163 return
3138 3164
3139 3165 page.page(self.shell.pycolorize(cont))
3140 3166
3141 3167 def _rerun_pasted(self):
3142 3168 """ Rerun a previously pasted command.
3143 3169 """
3144 3170 b = self.user_ns.get('pasted_block', None)
3145 3171 if b is None:
3146 3172 raise UsageError('No previous pasted block available')
3147 3173 print "Re-executing '%s...' (%d chars)"% (b.split('\n',1)[0], len(b))
3148 3174 exec b in self.user_ns
3149 3175
3150 3176 def _get_pasted_lines(self, sentinel):
3151 3177 """ Yield pasted lines until the user enters the given sentinel value.
3152 3178 """
3153 3179 from IPython.core import interactiveshell
3154 3180 print "Pasting code; enter '%s' alone on the line to stop." % sentinel
3155 3181 while True:
3156 3182 l = interactiveshell.raw_input_original(':')
3157 3183 if l == sentinel:
3158 3184 return
3159 3185 else:
3160 3186 yield l
3161 3187
3162 3188 def _strip_pasted_lines_for_code(self, raw_lines):
3163 3189 """ Strip non-code parts of a sequence of lines to return a block of
3164 3190 code.
3165 3191 """
3166 3192 # Regular expressions that declare text we strip from the input:
3167 3193 strip_re = [r'^\s*In \[\d+\]:', # IPython input prompt
3168 3194 r'^\s*(\s?>)+', # Python input prompt
3169 3195 r'^\s*\.{3,}', # Continuation prompts
3170 3196 r'^\++',
3171 3197 ]
3172 3198
3173 3199 strip_from_start = map(re.compile,strip_re)
3174 3200
3175 3201 lines = []
3176 3202 for l in raw_lines:
3177 3203 for pat in strip_from_start:
3178 3204 l = pat.sub('',l)
3179 3205 lines.append(l)
3180 3206
3181 3207 block = "\n".join(lines) + '\n'
3182 3208 #print "block:\n",block
3183 3209 return block
3184 3210
3185 3211 def _execute_block(self, block, par):
3186 3212 """ Execute a block, or store it in a variable, per the user's request.
3187 3213 """
3188 3214 if not par:
3189 3215 b = textwrap.dedent(block)
3190 3216 self.user_ns['pasted_block'] = b
3191 3217 exec b in self.user_ns
3192 3218 else:
3193 3219 self.user_ns[par] = SList(block.splitlines())
3194 3220 print "Block assigned to '%s'" % par
3195 3221
3196 3222 def magic_quickref(self,arg):
3197 3223 """ Show a quick reference sheet """
3198 3224 import IPython.core.usage
3199 3225 qr = IPython.core.usage.quick_reference + self.magic_magic('-brief')
3200 3226
3201 3227 page.page(qr)
3202 3228
3203 3229 def magic_doctest_mode(self,parameter_s=''):
3204 3230 """Toggle doctest mode on and off.
3205 3231
3206 3232 This mode is intended to make IPython behave as much as possible like a
3207 3233 plain Python shell, from the perspective of how its prompts, exceptions
3208 3234 and output look. This makes it easy to copy and paste parts of a
3209 3235 session into doctests. It does so by:
3210 3236
3211 3237 - Changing the prompts to the classic ``>>>`` ones.
3212 3238 - Changing the exception reporting mode to 'Plain'.
3213 3239 - Disabling pretty-printing of output.
3214 3240
3215 3241 Note that IPython also supports the pasting of code snippets that have
3216 3242 leading '>>>' and '...' prompts in them. This means that you can paste
3217 3243 doctests from files or docstrings (even if they have leading
3218 3244 whitespace), and the code will execute correctly. You can then use
3219 3245 '%history -t' to see the translated history; this will give you the
3220 3246 input after removal of all the leading prompts and whitespace, which
3221 3247 can be pasted back into an editor.
3222 3248
3223 3249 With these features, you can switch into this mode easily whenever you
3224 3250 need to do testing and changes to doctests, without having to leave
3225 3251 your existing IPython session.
3226 3252 """
3227 3253
3228 3254 from IPython.utils.ipstruct import Struct
3229 3255
3230 3256 # Shorthands
3231 3257 shell = self.shell
3232 3258 oc = shell.displayhook
3233 3259 meta = shell.meta
3234 3260 disp_formatter = self.shell.display_formatter
3235 3261 ptformatter = disp_formatter.formatters['text/plain']
3236 3262 # dstore is a data store kept in the instance metadata bag to track any
3237 3263 # changes we make, so we can undo them later.
3238 3264 dstore = meta.setdefault('doctest_mode',Struct())
3239 3265 save_dstore = dstore.setdefault
3240 3266
3241 3267 # save a few values we'll need to recover later
3242 3268 mode = save_dstore('mode',False)
3243 3269 save_dstore('rc_pprint',ptformatter.pprint)
3244 3270 save_dstore('xmode',shell.InteractiveTB.mode)
3245 3271 save_dstore('rc_separate_out',shell.separate_out)
3246 3272 save_dstore('rc_separate_out2',shell.separate_out2)
3247 3273 save_dstore('rc_prompts_pad_left',shell.prompts_pad_left)
3248 3274 save_dstore('rc_separate_in',shell.separate_in)
3249 3275 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
3250 3276
3251 3277 if mode == False:
3252 3278 # turn on
3253 3279 oc.prompt1.p_template = '>>> '
3254 3280 oc.prompt2.p_template = '... '
3255 3281 oc.prompt_out.p_template = ''
3256 3282
3257 3283 # Prompt separators like plain python
3258 3284 oc.input_sep = oc.prompt1.sep = ''
3259 3285 oc.output_sep = ''
3260 3286 oc.output_sep2 = ''
3261 3287
3262 3288 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3263 3289 oc.prompt_out.pad_left = False
3264 3290
3265 3291 ptformatter.pprint = False
3266 3292 disp_formatter.plain_text_only = True
3267 3293
3268 3294 shell.magic_xmode('Plain')
3269 3295 else:
3270 3296 # turn off
3271 3297 oc.prompt1.p_template = shell.prompt_in1
3272 3298 oc.prompt2.p_template = shell.prompt_in2
3273 3299 oc.prompt_out.p_template = shell.prompt_out
3274 3300
3275 3301 oc.input_sep = oc.prompt1.sep = dstore.rc_separate_in
3276 3302
3277 3303 oc.output_sep = dstore.rc_separate_out
3278 3304 oc.output_sep2 = dstore.rc_separate_out2
3279 3305
3280 3306 oc.prompt1.pad_left = oc.prompt2.pad_left = \
3281 3307 oc.prompt_out.pad_left = dstore.rc_prompts_pad_left
3282 3308
3283 3309 ptformatter.pprint = dstore.rc_pprint
3284 3310 disp_formatter.plain_text_only = dstore.rc_plain_text_only
3285 3311
3286 3312 shell.magic_xmode(dstore.xmode)
3287 3313
3288 3314 # Store new mode and inform
3289 3315 dstore.mode = bool(1-int(mode))
3290 3316 mode_label = ['OFF','ON'][dstore.mode]
3291 3317 print 'Doctest mode is:', mode_label
3292 3318
3293 3319 def magic_gui(self, parameter_s=''):
3294 3320 """Enable or disable IPython GUI event loop integration.
3295 3321
3296 3322 %gui [GUINAME]
3297 3323
3298 3324 This magic replaces IPython's threaded shells that were activated
3299 3325 using the (pylab/wthread/etc.) command line flags. GUI toolkits
3300 3326 can now be enabled, disabled and changed at runtime and keyboard
3301 3327 interrupts should work without any problems. The following toolkits
3302 3328 are supported: wxPython, PyQt4, PyGTK, and Tk::
3303 3329
3304 3330 %gui wx # enable wxPython event loop integration
3305 3331 %gui qt4|qt # enable PyQt4 event loop integration
3306 3332 %gui gtk # enable PyGTK event loop integration
3307 3333 %gui tk # enable Tk event loop integration
3308 3334 %gui # disable all event loop integration
3309 3335
3310 3336 WARNING: after any of these has been called you can simply create
3311 3337 an application object, but DO NOT start the event loop yourself, as
3312 3338 we have already handled that.
3313 3339 """
3314 3340 from IPython.lib.inputhook import enable_gui
3315 3341 opts, arg = self.parse_options(parameter_s, '')
3316 3342 if arg=='': arg = None
3317 3343 return enable_gui(arg)
3318 3344
3319 3345 def magic_load_ext(self, module_str):
3320 3346 """Load an IPython extension by its module name."""
3321 3347 return self.extension_manager.load_extension(module_str)
3322 3348
3323 3349 def magic_unload_ext(self, module_str):
3324 3350 """Unload an IPython extension by its module name."""
3325 3351 self.extension_manager.unload_extension(module_str)
3326 3352
3327 3353 def magic_reload_ext(self, module_str):
3328 3354 """Reload an IPython extension by its module name."""
3329 3355 self.extension_manager.reload_extension(module_str)
3330 3356
3331 3357 @skip_doctest
3332 3358 def magic_install_profiles(self, s):
3333 3359 """Install the default IPython profiles into the .ipython dir.
3334 3360
3335 3361 If the default profiles have already been installed, they will not
3336 3362 be overwritten. You can force overwriting them by using the ``-o``
3337 3363 option::
3338 3364
3339 3365 In [1]: %install_profiles -o
3340 3366 """
3341 3367 if '-o' in s:
3342 3368 overwrite = True
3343 3369 else:
3344 3370 overwrite = False
3345 3371 from IPython.config import profile
3346 3372 profile_dir = os.path.split(profile.__file__)[0]
3347 3373 ipython_dir = self.ipython_dir
3348 3374 files = os.listdir(profile_dir)
3349 3375
3350 3376 to_install = []
3351 3377 for f in files:
3352 3378 if f.startswith('ipython_config'):
3353 3379 src = os.path.join(profile_dir, f)
3354 3380 dst = os.path.join(ipython_dir, f)
3355 3381 if (not os.path.isfile(dst)) or overwrite:
3356 3382 to_install.append((f, src, dst))
3357 3383 if len(to_install)>0:
3358 3384 print "Installing profiles to: ", ipython_dir
3359 3385 for (f, src, dst) in to_install:
3360 3386 shutil.copy(src, dst)
3361 3387 print " %s" % f
3362 3388
3363 3389 def magic_install_default_config(self, s):
3364 3390 """Install IPython's default config file into the .ipython dir.
3365 3391
3366 3392 If the default config file (:file:`ipython_config.py`) is already
3367 3393 installed, it will not be overwritten. You can force overwriting
3368 3394 by using the ``-o`` option::
3369 3395
3370 3396 In [1]: %install_default_config
3371 3397 """
3372 3398 if '-o' in s:
3373 3399 overwrite = True
3374 3400 else:
3375 3401 overwrite = False
3376 3402 from IPython.config import default
3377 3403 config_dir = os.path.split(default.__file__)[0]
3378 3404 ipython_dir = self.ipython_dir
3379 3405 default_config_file_name = 'ipython_config.py'
3380 3406 src = os.path.join(config_dir, default_config_file_name)
3381 3407 dst = os.path.join(ipython_dir, default_config_file_name)
3382 3408 if (not os.path.isfile(dst)) or overwrite:
3383 3409 shutil.copy(src, dst)
3384 3410 print "Installing default config file: %s" % dst
3385 3411
3386 3412 # Pylab support: simple wrappers that activate pylab, load gui input
3387 3413 # handling and modify slightly %run
3388 3414
3389 3415 @skip_doctest
3390 3416 def _pylab_magic_run(self, parameter_s=''):
3391 3417 Magic.magic_run(self, parameter_s,
3392 3418 runner=mpl_runner(self.shell.safe_execfile))
3393 3419
3394 3420 _pylab_magic_run.__doc__ = magic_run.__doc__
3395 3421
3396 3422 @skip_doctest
3397 3423 def magic_pylab(self, s):
3398 3424 """Load numpy and matplotlib to work interactively.
3399 3425
3400 3426 %pylab [GUINAME]
3401 3427
3402 3428 This function lets you activate pylab (matplotlib, numpy and
3403 3429 interactive support) at any point during an IPython session.
3404 3430
3405 3431 It will import at the top level numpy as np, pyplot as plt, matplotlib,
3406 3432 pylab and mlab, as well as all names from numpy and pylab.
3407 3433
3408 3434 Parameters
3409 3435 ----------
3410 3436 guiname : optional
3411 3437 One of the valid arguments to the %gui magic ('qt', 'wx', 'gtk', 'osx' or
3412 3438 'tk'). If given, the corresponding Matplotlib backend is used,
3413 3439 otherwise matplotlib's default (which you can override in your
3414 3440 matplotlib config file) is used.
3415 3441
3416 3442 Examples
3417 3443 --------
3418 3444 In this case, where the MPL default is TkAgg:
3419 3445 In [2]: %pylab
3420 3446
3421 3447 Welcome to pylab, a matplotlib-based Python environment.
3422 3448 Backend in use: TkAgg
3423 3449 For more information, type 'help(pylab)'.
3424 3450
3425 3451 But you can explicitly request a different backend:
3426 3452 In [3]: %pylab qt
3427 3453
3428 3454 Welcome to pylab, a matplotlib-based Python environment.
3429 3455 Backend in use: Qt4Agg
3430 3456 For more information, type 'help(pylab)'.
3431 3457 """
3432 3458 self.shell.enable_pylab(s)
3433 3459
3434 3460 def magic_tb(self, s):
3435 3461 """Print the last traceback with the currently active exception mode.
3436 3462
3437 3463 See %xmode for changing exception reporting modes."""
3438 3464 self.shell.showtraceback()
3439 3465
3440 3466 @skip_doctest
3441 3467 def magic_precision(self, s=''):
3442 3468 """Set floating point precision for pretty printing.
3443 3469
3444 3470 Can set either integer precision or a format string.
3445 3471
3446 3472 If numpy has been imported and precision is an int,
3447 3473 numpy display precision will also be set, via ``numpy.set_printoptions``.
3448 3474
3449 3475 If no argument is given, defaults will be restored.
3450 3476
3451 3477 Examples
3452 3478 --------
3453 3479 ::
3454 3480
3455 3481 In [1]: from math import pi
3456 3482
3457 3483 In [2]: %precision 3
3458 3484 Out[2]: '%.3f'
3459 3485
3460 3486 In [3]: pi
3461 3487 Out[3]: 3.142
3462 3488
3463 3489 In [4]: %precision %i
3464 3490 Out[4]: '%i'
3465 3491
3466 3492 In [5]: pi
3467 3493 Out[5]: 3
3468 3494
3469 3495 In [6]: %precision %e
3470 3496 Out[6]: '%e'
3471 3497
3472 3498 In [7]: pi**10
3473 3499 Out[7]: 9.364805e+04
3474 3500
3475 3501 In [8]: %precision
3476 3502 Out[8]: '%r'
3477 3503
3478 3504 In [9]: pi**10
3479 3505 Out[9]: 93648.047476082982
3480 3506
3481 3507 """
3482 3508
3483 3509 ptformatter = self.shell.display_formatter.formatters['text/plain']
3484 3510 ptformatter.float_precision = s
3485 3511 return ptformatter.float_format
3486 3512
3487 3513 # end Magic
@@ -1,598 +1,479 b''
1 1 """A ZMQ-based subclass of InteractiveShell.
2 2
3 3 This code is meant to ease the refactoring of the base InteractiveShell into
4 4 something with a cleaner architecture for 2-process use, without actually
5 5 breaking InteractiveShell itself. So we're doing something a bit ugly, where
6 6 we subclass and override what we want to fix. Once this is working well, we
7 7 can go back to the base class and refactor the code for a cleaner inheritance
8 8 implementation that doesn't rely on so much monkeypatching.
9 9
10 10 But this lets us maintain a fully working IPython as we develop the new
11 11 machinery. This should thus be thought of as scaffolding.
12 12 """
13 13 #-----------------------------------------------------------------------------
14 14 # Imports
15 15 #-----------------------------------------------------------------------------
16 16 from __future__ import print_function
17 17
18 18 # Stdlib
19 19 from base64 import encodestring
20 20 import inspect
21 21 import os
22 22
23 23 # Our own
24 24 from IPython.core.interactiveshell import (
25 25 InteractiveShell, InteractiveShellABC
26 26 )
27 27 from IPython.core import page
28 28 from IPython.core.autocall import ZMQExitAutocall
29 29 from IPython.core.displayhook import DisplayHook
30 30 from IPython.core.displaypub import DisplayPublisher
31 31 from IPython.core.macro import Macro
32 32 from IPython.core.payloadpage import install_payload_page
33 33 from IPython.utils import io
34 34 from IPython.utils.path import get_py_filename
35 35 from IPython.utils.traitlets import Instance, Type, Dict
36 36 from IPython.utils.warn import warn
37 37 from IPython.zmq.session import extract_header
38 38 from session import Session
39 39
40 40 #-----------------------------------------------------------------------------
41 41 # Globals and side-effects
42 42 #-----------------------------------------------------------------------------
43 43
44 44 # Install the payload version of page.
45 45 install_payload_page()
46 46
47 47 #-----------------------------------------------------------------------------
48 48 # Functions and classes
49 49 #-----------------------------------------------------------------------------
50 50
51 51 def _encode_png(data):
52 52 pngdata = data.get('image/png')
53 53 if pngdata is not None:
54 54 data['image/png'] = encodestring(pngdata)
55 55
56 56
57 57 class ZMQDisplayHook(DisplayHook):
58 58 """A displayhook subclass that publishes data using ZeroMQ."""
59 59
60 60 session = Instance(Session)
61 61 pub_socket = Instance('zmq.Socket')
62 62 parent_header = Dict({})
63 63
64 64 def set_parent(self, parent):
65 65 """Set the parent for outbound messages."""
66 66 self.parent_header = extract_header(parent)
67 67
68 68 def start_displayhook(self):
69 69 self.msg = self.session.msg(u'pyout', {}, parent=self.parent_header)
70 70
71 71 def write_output_prompt(self):
72 72 """Write the output prompt."""
73 73 if self.do_full_cache:
74 74 self.msg['content']['execution_count'] = self.prompt_count
75 75
76 76 def write_format_data(self, format_dict):
77 77 pngdata = format_dict.get('image/png')
78 78 _encode_png(format_dict)
79 79 self.msg['content']['data'] = format_dict
80 80
81 81 def finish_displayhook(self):
82 82 """Finish up all displayhook activities."""
83 83 self.session.send(self.pub_socket, self.msg)
84 84 self.msg = None
85 85
86 86
87 87 class ZMQDisplayPublisher(DisplayPublisher):
88 88 """A display publisher that publishes data using a ZeroMQ PUB socket."""
89 89
90 90 session = Instance(Session)
91 91 pub_socket = Instance('zmq.Socket')
92 92 parent_header = Dict({})
93 93
94 94 def set_parent(self, parent):
95 95 """Set the parent for outbound messages."""
96 96 self.parent_header = extract_header(parent)
97 97
98 98 def publish(self, source, data, metadata=None):
99 99 if metadata is None:
100 100 metadata = {}
101 101 self._validate_data(source, data, metadata)
102 102 content = {}
103 103 content['source'] = source
104 104 _encode_png(data)
105 105 content['data'] = data
106 106 content['metadata'] = metadata
107 107 self.session.send(
108 108 self.pub_socket, u'display_data', content,
109 109 parent=self.parent_header
110 110 )
111 111
112 112
113 113 class ZMQInteractiveShell(InteractiveShell):
114 114 """A subclass of InteractiveShell for ZMQ."""
115 115
116 116 displayhook_class = Type(ZMQDisplayHook)
117 117 display_pub_class = Type(ZMQDisplayPublisher)
118 118
119 119 exiter = Instance(ZMQExitAutocall)
120 120 def _exiter_default(self):
121 121 return ZMQExitAutocall(self)
122 122
123 123 keepkernel_on_exit = None
124 124
125 125 def init_environment(self):
126 126 """Configure the user's environment.
127 127
128 128 """
129 129 env = os.environ
130 130 # These two ensure 'ls' produces nice coloring on BSD-derived systems
131 131 env['TERM'] = 'xterm-color'
132 132 env['CLICOLOR'] = '1'
133 133 # Since normal pagers don't work at all (over pexpect we don't have
134 134 # single-key control of the subprocess), try to disable paging in
135 135 # subprocesses as much as possible.
136 136 env['PAGER'] = 'cat'
137 137 env['GIT_PAGER'] = 'cat'
138 138
139 139 def auto_rewrite_input(self, cmd):
140 140 """Called to show the auto-rewritten input for autocall and friends.
141 141
142 142 FIXME: this payload is currently not correctly processed by the
143 143 frontend.
144 144 """
145 145 new = self.displayhook.prompt1.auto_rewrite() + cmd
146 146 payload = dict(
147 147 source='IPython.zmq.zmqshell.ZMQInteractiveShell.auto_rewrite_input',
148 148 transformed_input=new,
149 149 )
150 150 self.payload_manager.write_payload(payload)
151 151
152 152 def ask_exit(self):
153 153 """Engage the exit actions."""
154 154 payload = dict(
155 155 source='IPython.zmq.zmqshell.ZMQInteractiveShell.ask_exit',
156 156 exit=True,
157 157 keepkernel=self.keepkernel_on_exit,
158 158 )
159 159 self.payload_manager.write_payload(payload)
160 160
161 161 def _showtraceback(self, etype, evalue, stb):
162 162
163 163 exc_content = {
164 164 u'traceback' : stb,
165 165 u'ename' : unicode(etype.__name__),
166 166 u'evalue' : unicode(evalue)
167 167 }
168 168
169 169 dh = self.displayhook
170 170 # Send exception info over pub socket for other clients than the caller
171 171 # to pick up
172 172 exc_msg = dh.session.send(dh.pub_socket, u'pyerr', exc_content, dh.parent_header)
173 173
174 174 # FIXME - Hack: store exception info in shell object. Right now, the
175 175 # caller is reading this info after the fact, we need to fix this logic
176 176 # to remove this hack. Even uglier, we need to store the error status
177 177 # here, because in the main loop, the logic that sets it is being
178 178 # skipped because runlines swallows the exceptions.
179 179 exc_content[u'status'] = u'error'
180 180 self._reply_content = exc_content
181 181 # /FIXME
182 182
183 183 return exc_content
184 184
185 185 #------------------------------------------------------------------------
186 186 # Magic overrides
187 187 #------------------------------------------------------------------------
188 188 # Once the base class stops inheriting from magic, this code needs to be
189 189 # moved into a separate machinery as well. For now, at least isolate here
190 190 # the magics which this class needs to implement differently from the base
191 191 # class, or that are unique to it.
192 192
193 193 def magic_doctest_mode(self,parameter_s=''):
194 194 """Toggle doctest mode on and off.
195 195
196 196 This mode is intended to make IPython behave as much as possible like a
197 197 plain Python shell, from the perspective of how its prompts, exceptions
198 198 and output look. This makes it easy to copy and paste parts of a
199 199 session into doctests. It does so by:
200 200
201 201 - Changing the prompts to the classic ``>>>`` ones.
202 202 - Changing the exception reporting mode to 'Plain'.
203 203 - Disabling pretty-printing of output.
204 204
205 205 Note that IPython also supports the pasting of code snippets that have
206 206 leading '>>>' and '...' prompts in them. This means that you can paste
207 207 doctests from files or docstrings (even if they have leading
208 208 whitespace), and the code will execute correctly. You can then use
209 209 '%history -t' to see the translated history; this will give you the
210 210 input after removal of all the leading prompts and whitespace, which
211 211 can be pasted back into an editor.
212 212
213 213 With these features, you can switch into this mode easily whenever you
214 214 need to do testing and changes to doctests, without having to leave
215 215 your existing IPython session.
216 216 """
217 217
218 218 from IPython.utils.ipstruct import Struct
219 219
220 220 # Shorthands
221 221 shell = self.shell
222 222 disp_formatter = self.shell.display_formatter
223 223 ptformatter = disp_formatter.formatters['text/plain']
224 224 # dstore is a data store kept in the instance metadata bag to track any
225 225 # changes we make, so we can undo them later.
226 226 dstore = shell.meta.setdefault('doctest_mode', Struct())
227 227 save_dstore = dstore.setdefault
228 228
229 229 # save a few values we'll need to recover later
230 230 mode = save_dstore('mode', False)
231 231 save_dstore('rc_pprint', ptformatter.pprint)
232 232 save_dstore('rc_plain_text_only',disp_formatter.plain_text_only)
233 233 save_dstore('xmode', shell.InteractiveTB.mode)
234 234
235 235 if mode == False:
236 236 # turn on
237 237 ptformatter.pprint = False
238 238 disp_formatter.plain_text_only = True
239 239 shell.magic_xmode('Plain')
240 240 else:
241 241 # turn off
242 242 ptformatter.pprint = dstore.rc_pprint
243 243 disp_formatter.plain_text_only = dstore.rc_plain_text_only
244 244 shell.magic_xmode(dstore.xmode)
245 245
246 246 # Store new mode and inform on console
247 247 dstore.mode = bool(1-int(mode))
248 248 mode_label = ['OFF','ON'][dstore.mode]
249 249 print('Doctest mode is:', mode_label)
250 250
251 251 # Send the payload back so that clients can modify their prompt display
252 252 payload = dict(
253 253 source='IPython.zmq.zmqshell.ZMQInteractiveShell.magic_doctest_mode',
254 254 mode=dstore.mode)
255 255 self.payload_manager.write_payload(payload)
256 256
257 257 def magic_edit(self,parameter_s='',last_call=['','']):
258 258 """Bring up an editor and execute the resulting code.
259 259
260 260 Usage:
261 261 %edit [options] [args]
262 262
263 263 %edit runs IPython's editor hook. The default version of this hook is
264 264 set to call the __IPYTHON__.rc.editor command. This is read from your
265 265 environment variable $EDITOR. If this isn't found, it will default to
266 266 vi under Linux/Unix and to notepad under Windows. See the end of this
267 267 docstring for how to change the editor hook.
268 268
269 269 You can also set the value of this editor via the command line option
270 270 '-editor' or in your ipythonrc file. This is useful if you wish to use
271 271 specifically for IPython an editor different from your typical default
272 272 (and for Windows users who typically don't set environment variables).
273 273
274 274 This command allows you to conveniently edit multi-line code right in
275 275 your IPython session.
276 276
277 277 If called without arguments, %edit opens up an empty editor with a
278 278 temporary file and will execute the contents of this file when you
279 279 close it (don't forget to save it!).
280 280
281 281
282 282 Options:
283 283
284 284 -n <number>: open the editor at a specified line number. By default,
285 285 the IPython editor hook uses the unix syntax 'editor +N filename', but
286 286 you can configure this by providing your own modified hook if your
287 287 favorite editor supports line-number specifications with a different
288 288 syntax.
289 289
290 290 -p: this will call the editor with the same data as the previous time
291 291 it was used, regardless of how long ago (in your current session) it
292 292 was.
293 293
294 294 -r: use 'raw' input. This option only applies to input taken from the
295 295 user's history. By default, the 'processed' history is used, so that
296 296 magics are loaded in their transformed version to valid Python. If
297 297 this option is given, the raw input as typed as the command line is
298 298 used instead. When you exit the editor, it will be executed by
299 299 IPython's own processor.
300 300
301 301 -x: do not execute the edited code immediately upon exit. This is
302 302 mainly useful if you are editing programs which need to be called with
303 303 command line arguments, which you can then do using %run.
304 304
305 305
306 306 Arguments:
307 307
308 308 If arguments are given, the following possibilites exist:
309 309
310 310 - The arguments are numbers or pairs of colon-separated numbers (like
311 311 1 4:8 9). These are interpreted as lines of previous input to be
312 312 loaded into the editor. The syntax is the same of the %macro command.
313 313
314 314 - If the argument doesn't start with a number, it is evaluated as a
315 315 variable and its contents loaded into the editor. You can thus edit
316 316 any string which contains python code (including the result of
317 317 previous edits).
318 318
319 319 - If the argument is the name of an object (other than a string),
320 320 IPython will try to locate the file where it was defined and open the
321 321 editor at the point where it is defined. You can use `%edit function`
322 322 to load an editor exactly at the point where 'function' is defined,
323 323 edit it and have the file be executed automatically.
324 324
325 325 If the object is a macro (see %macro for details), this opens up your
326 326 specified editor with a temporary file containing the macro's data.
327 327 Upon exit, the macro is reloaded with the contents of the file.
328 328
329 329 Note: opening at an exact line is only supported under Unix, and some
330 330 editors (like kedit and gedit up to Gnome 2.8) do not understand the
331 331 '+NUMBER' parameter necessary for this feature. Good editors like
332 332 (X)Emacs, vi, jed, pico and joe all do.
333 333
334 334 - If the argument is not found as a variable, IPython will look for a
335 335 file with that name (adding .py if necessary) and load it into the
336 336 editor. It will execute its contents with execfile() when you exit,
337 337 loading any code in the file into your interactive namespace.
338 338
339 339 After executing your code, %edit will return as output the code you
340 340 typed in the editor (except when it was an existing file). This way
341 341 you can reload the code in further invocations of %edit as a variable,
342 342 via _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of
343 343 the output.
344 344
345 345 Note that %edit is also available through the alias %ed.
346 346
347 347 This is an example of creating a simple function inside the editor and
348 348 then modifying it. First, start up the editor:
349 349
350 350 In [1]: ed
351 351 Editing... done. Executing edited code...
352 352 Out[1]: 'def foo():n print "foo() was defined in an editing session"n'
353 353
354 354 We can then call the function foo():
355 355
356 356 In [2]: foo()
357 357 foo() was defined in an editing session
358 358
359 359 Now we edit foo. IPython automatically loads the editor with the
360 360 (temporary) file where foo() was previously defined:
361 361
362 362 In [3]: ed foo
363 363 Editing... done. Executing edited code...
364 364
365 365 And if we call foo() again we get the modified version:
366 366
367 367 In [4]: foo()
368 368 foo() has now been changed!
369 369
370 370 Here is an example of how to edit a code snippet successive
371 371 times. First we call the editor:
372 372
373 373 In [5]: ed
374 374 Editing... done. Executing edited code...
375 375 hello
376 376 Out[5]: "print 'hello'n"
377 377
378 378 Now we call it again with the previous output (stored in _):
379 379
380 380 In [6]: ed _
381 381 Editing... done. Executing edited code...
382 382 hello world
383 383 Out[6]: "print 'hello world'n"
384 384
385 385 Now we call it with the output #8 (stored in _8, also as Out[8]):
386 386
387 387 In [7]: ed _8
388 388 Editing... done. Executing edited code...
389 389 hello again
390 390 Out[7]: "print 'hello again'n"
391 391
392 392
393 393 Changing the default editor hook:
394 394
395 395 If you wish to write your own editor hook, you can put it in a
396 396 configuration file which you load at startup time. The default hook
397 397 is defined in the IPython.core.hooks module, and you can use that as a
398 398 starting example for further modifications. That file also has
399 399 general instructions on how to set a new hook for use once you've
400 400 defined it."""
401
402 # FIXME: This function has become a convoluted mess. It needs a
403 # ground-up rewrite with clean, simple logic.
404
405 def make_filename(arg):
406 "Make a filename from the given args"
407 try:
408 filename = get_py_filename(arg)
409 except IOError:
410 if args.endswith('.py'):
411 filename = arg
412 else:
413 filename = None
414 return filename
415
416 # custom exceptions
417 class DataIsObject(Exception): pass
418
419 opts,args = self.parse_options(parameter_s,'prn:')
420 # Set a few locals from the options for convenience:
421 opts_p = opts.has_key('p')
422 opts_r = opts.has_key('r')
423
424 # Default line number value
425 lineno = opts.get('n',None)
426 if lineno is not None:
427 try:
428 lineno = int(lineno)
429 except:
430 warn("The -n argument must be an integer.")
431 return
432
433 if opts_p:
434 args = '_%s' % last_call[0]
435 if not self.shell.user_ns.has_key(args):
436 args = last_call[1]
437
438 # use last_call to remember the state of the previous call, but don't
439 # let it be clobbered by successive '-p' calls.
440 401 try:
441 last_call[0] = self.shell.displayhook.prompt_count
442 if not opts_p:
443 last_call[1] = parameter_s
444 except:
445 pass
446
447 # by default this is done with temp files, except when the given
448 # arg is a filename
449 use_temp = True
450
451 data = ''
452 if args[0].isdigit():
453 # Mode where user specifies ranges of lines, like in %macro.
454 # This means that you can't edit files whose names begin with
455 # numbers this way. Tough.
456 ranges = args.split()
457 data = ''.join(self.extract_input_slices(ranges,opts_r))
458 elif args.endswith('.py'):
459 filename = make_filename(args)
460 use_temp = False
461 elif args:
462 try:
463 # Load the parameter given as a variable. If not a string,
464 # process it as an object instead (below)
465
466 #print '*** args',args,'type',type(args) # dbg
467 data = eval(args, self.shell.user_ns)
468 if not isinstance(data, basestring):
469 raise DataIsObject
470
471 except (NameError,SyntaxError):
472 # given argument is not a variable, try as a filename
473 filename = make_filename(args)
474 if filename is None:
475 warn("Argument given (%s) can't be found as a variable "
476 "or as a filename." % args)
477 return
478 use_temp = False
479
480 except DataIsObject:
481 # macros have a special edit function
482 if isinstance(data, Macro):
483 self._edit_macro(args,data)
484 return
485
486 # For objects, try to edit the file where they are defined
487 try:
488 filename = inspect.getabsfile(data)
489 if 'fakemodule' in filename.lower() and inspect.isclass(data):
490 # class created by %edit? Try to find source
491 # by looking for method definitions instead, the
492 # __module__ in those classes is FakeModule.
493 attrs = [getattr(data, aname) for aname in dir(data)]
494 for attr in attrs:
495 if not inspect.ismethod(attr):
496 continue
497 filename = inspect.getabsfile(attr)
498 if filename and 'fakemodule' not in filename.lower():
499 # change the attribute to be the edit target instead
500 data = attr
501 break
502
503 datafile = 1
504 except TypeError:
505 filename = make_filename(args)
506 datafile = 1
507 warn('Could not find file where `%s` is defined.\n'
508 'Opening a file named `%s`' % (args,filename))
509 # Now, make sure we can actually read the source (if it was in
510 # a temp file it's gone by now).
511 if datafile:
512 try:
513 if lineno is None:
514 lineno = inspect.getsourcelines(data)[1]
515 except IOError:
516 filename = make_filename(args)
517 if filename is None:
518 warn('The file `%s` where `%s` was defined cannot '
519 'be read.' % (filename,data))
520 return
521 use_temp = False
522
523 if use_temp:
524 filename = self.shell.mktempfile(data)
525 print('IPython will make a temporary file named:', filename)
402 filename = self._find_edit_target(args, opts, last_call)
403 except MacroToEdit as e:
404 # TODO: Implement macro editing over 2 processes.
405 print "Macro editing not yet implemented in 2-process model."
406 return
526 407
527 408 # Make sure we send to the client an absolute path, in case the working
528 409 # directory of client and kernel don't match
529 410 filename = os.path.abspath(filename)
530 411
531 412 payload = {
532 413 'source' : 'IPython.zmq.zmqshell.ZMQInteractiveShell.edit_magic',
533 414 'filename' : filename,
534 415 'line_number' : lineno
535 416 }
536 417 self.payload_manager.write_payload(payload)
537 418
538 419 def magic_gui(self, *args, **kwargs):
539 420 raise NotImplementedError(
540 421 'GUI support must be enabled in command line options.')
541 422
542 423 def magic_pylab(self, *args, **kwargs):
543 424 raise NotImplementedError(
544 425 'pylab support must be enabled in command line options.')
545 426
546 427 # A few magics that are adapted to the specifics of using pexpect and a
547 428 # remote terminal
548 429
549 430 def magic_clear(self, arg_s):
550 431 """Clear the terminal."""
551 432 if os.name == 'posix':
552 433 self.shell.system("clear")
553 434 else:
554 435 self.shell.system("cls")
555 436
556 437 if os.name == 'nt':
557 438 # This is the usual name in windows
558 439 magic_cls = magic_clear
559 440
560 441 # Terminal pagers won't work over pexpect, but we do have our own pager
561 442
562 443 def magic_less(self, arg_s):
563 444 """Show a file through the pager.
564 445
565 446 Files ending in .py are syntax-highlighted."""
566 447 cont = open(arg_s).read()
567 448 if arg_s.endswith('.py'):
568 449 cont = self.shell.pycolorize(cont)
569 450 page.page(cont)
570 451
571 452 magic_more = magic_less
572 453
573 454 # Man calls a pager, so we also need to redefine it
574 455 if os.name == 'posix':
575 456 def magic_man(self, arg_s):
576 457 """Find the man page for the given command and display in pager."""
577 458 page.page(self.shell.getoutput('man %s | col -b' % arg_s,
578 459 split=False))
579 460
580 461 # FIXME: this is specific to the GUI, so we should let the gui app load
581 462 # magics at startup that are only for the gui. Once the gui app has proper
582 463 # profile and configuration management, we can have it initialize a kernel
583 464 # with a special config file that provides these.
584 465 def magic_guiref(self, arg_s):
585 466 """Show a basic reference about the GUI console."""
586 467 from IPython.core.usage import gui_reference
587 468 page.page(gui_reference, auto_html=True)
588 469
589 470 def set_next_input(self, text):
590 471 """Send the specified text to the frontend to be presented at the next
591 472 input cell."""
592 473 payload = dict(
593 474 source='IPython.zmq.zmqshell.ZMQInteractiveShell.set_next_input',
594 475 text=text
595 476 )
596 477 self.payload_manager.write_payload(payload)
597 478
598 479 InteractiveShellABC.register(ZMQInteractiveShell)
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