##// END OF EJS Templates
Merge pull request #6662 from minrk/dependencies...
Thomas Kluyver -
r20848:e94a8ddf merge
parent child Browse files
Show More

The requested changes are too big and content was truncated. Show full diff

@@ -1,621 +1,621
1 1 # encoding: utf-8
2 2 """A base class for a configurable application."""
3 3
4 4 # Copyright (c) IPython Development Team.
5 5 # Distributed under the terms of the Modified BSD License.
6 6
7 7 from __future__ import print_function
8 8
9 9 import json
10 10 import logging
11 11 import os
12 12 import re
13 13 import sys
14 14 from copy import deepcopy
15 15 from collections import defaultdict
16 16
17 from IPython.external.decorator import decorator
17 from decorator import decorator
18 18
19 19 from IPython.config.configurable import SingletonConfigurable
20 20 from IPython.config.loader import (
21 21 KVArgParseConfigLoader, PyFileConfigLoader, Config, ArgumentError, ConfigFileNotFound, JSONFileConfigLoader
22 22 )
23 23
24 24 from IPython.utils.traitlets import (
25 25 Unicode, List, Enum, Dict, Instance, TraitError
26 26 )
27 27 from IPython.utils.importstring import import_item
28 28 from IPython.utils.text import indent, wrap_paragraphs, dedent
29 29 from IPython.utils import py3compat
30 30 from IPython.utils.py3compat import string_types, iteritems
31 31
32 32 #-----------------------------------------------------------------------------
33 33 # Descriptions for the various sections
34 34 #-----------------------------------------------------------------------------
35 35
36 36 # merge flags&aliases into options
37 37 option_description = """
38 38 Arguments that take values are actually convenience aliases to full
39 39 Configurables, whose aliases are listed on the help line. For more information
40 40 on full configurables, see '--help-all'.
41 41 """.strip() # trim newlines of front and back
42 42
43 43 keyvalue_description = """
44 44 Parameters are set from command-line arguments of the form:
45 45 `--Class.trait=value`.
46 46 This line is evaluated in Python, so simple expressions are allowed, e.g.::
47 47 `--C.a='range(3)'` For setting C.a=[0,1,2].
48 48 """.strip() # trim newlines of front and back
49 49
50 50 # sys.argv can be missing, for example when python is embedded. See the docs
51 51 # for details: http://docs.python.org/2/c-api/intro.html#embedding-python
52 52 if not hasattr(sys, "argv"):
53 53 sys.argv = [""]
54 54
55 55 subcommand_description = """
56 56 Subcommands are launched as `{app} cmd [args]`. For information on using
57 57 subcommand 'cmd', do: `{app} cmd -h`.
58 58 """
59 59 # get running program name
60 60
61 61 #-----------------------------------------------------------------------------
62 62 # Application class
63 63 #-----------------------------------------------------------------------------
64 64
65 65 @decorator
66 66 def catch_config_error(method, app, *args, **kwargs):
67 67 """Method decorator for catching invalid config (Trait/ArgumentErrors) during init.
68 68
69 69 On a TraitError (generally caused by bad config), this will print the trait's
70 70 message, and exit the app.
71 71
72 72 For use on init methods, to prevent invoking excepthook on invalid input.
73 73 """
74 74 try:
75 75 return method(app, *args, **kwargs)
76 76 except (TraitError, ArgumentError) as e:
77 77 app.print_help()
78 78 app.log.fatal("Bad config encountered during initialization:")
79 79 app.log.fatal(str(e))
80 80 app.log.debug("Config at the time: %s", app.config)
81 81 app.exit(1)
82 82
83 83
84 84 class ApplicationError(Exception):
85 85 pass
86 86
87 87 class LevelFormatter(logging.Formatter):
88 88 """Formatter with additional `highlevel` record
89 89
90 90 This field is empty if log level is less than highlevel_limit,
91 91 otherwise it is formatted with self.highlevel_format.
92 92
93 93 Useful for adding 'WARNING' to warning messages,
94 94 without adding 'INFO' to info, etc.
95 95 """
96 96 highlevel_limit = logging.WARN
97 97 highlevel_format = " %(levelname)s |"
98 98
99 99 def format(self, record):
100 100 if record.levelno >= self.highlevel_limit:
101 101 record.highlevel = self.highlevel_format % record.__dict__
102 102 else:
103 103 record.highlevel = ""
104 104 return super(LevelFormatter, self).format(record)
105 105
106 106
107 107 class Application(SingletonConfigurable):
108 108 """A singleton application with full configuration support."""
109 109
110 110 # The name of the application, will usually match the name of the command
111 111 # line application
112 112 name = Unicode(u'application')
113 113
114 114 # The description of the application that is printed at the beginning
115 115 # of the help.
116 116 description = Unicode(u'This is an application.')
117 117 # default section descriptions
118 118 option_description = Unicode(option_description)
119 119 keyvalue_description = Unicode(keyvalue_description)
120 120 subcommand_description = Unicode(subcommand_description)
121 121
122 122 # The usage and example string that goes at the end of the help string.
123 123 examples = Unicode()
124 124
125 125 # A sequence of Configurable subclasses whose config=True attributes will
126 126 # be exposed at the command line.
127 127 classes = []
128 128 @property
129 129 def _help_classes(self):
130 130 """Define `App.help_classes` if CLI classes should differ from config file classes"""
131 131 return getattr(self, 'help_classes', self.classes)
132 132
133 133 @property
134 134 def _config_classes(self):
135 135 """Define `App.config_classes` if config file classes should differ from CLI classes."""
136 136 return getattr(self, 'config_classes', self.classes)
137 137
138 138 # The version string of this application.
139 139 version = Unicode(u'0.0')
140 140
141 141 # the argv used to initialize the application
142 142 argv = List()
143 143
144 144 # The log level for the application
145 145 log_level = Enum((0,10,20,30,40,50,'DEBUG','INFO','WARN','ERROR','CRITICAL'),
146 146 default_value=logging.WARN,
147 147 config=True,
148 148 help="Set the log level by value or name.")
149 149 def _log_level_changed(self, name, old, new):
150 150 """Adjust the log level when log_level is set."""
151 151 if isinstance(new, string_types):
152 152 new = getattr(logging, new)
153 153 self.log_level = new
154 154 self.log.setLevel(new)
155 155
156 156 _log_formatter_cls = LevelFormatter
157 157
158 158 log_datefmt = Unicode("%Y-%m-%d %H:%M:%S", config=True,
159 159 help="The date format used by logging formatters for %(asctime)s"
160 160 )
161 161 def _log_datefmt_changed(self, name, old, new):
162 162 self._log_format_changed('log_format', self.log_format, self.log_format)
163 163
164 164 log_format = Unicode("[%(name)s]%(highlevel)s %(message)s", config=True,
165 165 help="The Logging format template",
166 166 )
167 167 def _log_format_changed(self, name, old, new):
168 168 """Change the log formatter when log_format is set."""
169 169 _log_handler = self.log.handlers[0]
170 170 _log_formatter = self._log_formatter_cls(fmt=new, datefmt=self.log_datefmt)
171 171 _log_handler.setFormatter(_log_formatter)
172 172
173 173
174 174 log = Instance(logging.Logger)
175 175 def _log_default(self):
176 176 """Start logging for this application.
177 177
178 178 The default is to log to stderr using a StreamHandler, if no default
179 179 handler already exists. The log level starts at logging.WARN, but this
180 180 can be adjusted by setting the ``log_level`` attribute.
181 181 """
182 182 log = logging.getLogger(self.__class__.__name__)
183 183 log.setLevel(self.log_level)
184 184 log.propagate = False
185 185 _log = log # copied from Logger.hasHandlers() (new in Python 3.2)
186 186 while _log:
187 187 if _log.handlers:
188 188 return log
189 189 if not _log.propagate:
190 190 break
191 191 else:
192 192 _log = _log.parent
193 193 if sys.executable.endswith('pythonw.exe'):
194 194 # this should really go to a file, but file-logging is only
195 195 # hooked up in parallel applications
196 196 _log_handler = logging.StreamHandler(open(os.devnull, 'w'))
197 197 else:
198 198 _log_handler = logging.StreamHandler()
199 199 _log_formatter = self._log_formatter_cls(fmt=self.log_format, datefmt=self.log_datefmt)
200 200 _log_handler.setFormatter(_log_formatter)
201 201 log.addHandler(_log_handler)
202 202 return log
203 203
204 204 # the alias map for configurables
205 205 aliases = Dict({'log-level' : 'Application.log_level'})
206 206
207 207 # flags for loading Configurables or store_const style flags
208 208 # flags are loaded from this dict by '--key' flags
209 209 # this must be a dict of two-tuples, the first element being the Config/dict
210 210 # and the second being the help string for the flag
211 211 flags = Dict()
212 212 def _flags_changed(self, name, old, new):
213 213 """ensure flags dict is valid"""
214 214 for key,value in iteritems(new):
215 215 assert len(value) == 2, "Bad flag: %r:%s"%(key,value)
216 216 assert isinstance(value[0], (dict, Config)), "Bad flag: %r:%s"%(key,value)
217 217 assert isinstance(value[1], string_types), "Bad flag: %r:%s"%(key,value)
218 218
219 219
220 220 # subcommands for launching other applications
221 221 # if this is not empty, this will be a parent Application
222 222 # this must be a dict of two-tuples,
223 223 # the first element being the application class/import string
224 224 # and the second being the help string for the subcommand
225 225 subcommands = Dict()
226 226 # parse_command_line will initialize a subapp, if requested
227 227 subapp = Instance('IPython.config.application.Application', allow_none=True)
228 228
229 229 # extra command-line arguments that don't set config values
230 230 extra_args = List(Unicode)
231 231
232 232
233 233 def __init__(self, **kwargs):
234 234 SingletonConfigurable.__init__(self, **kwargs)
235 235 # Ensure my class is in self.classes, so my attributes appear in command line
236 236 # options and config files.
237 237 if self.__class__ not in self.classes:
238 238 self.classes.insert(0, self.__class__)
239 239
240 240 def _config_changed(self, name, old, new):
241 241 SingletonConfigurable._config_changed(self, name, old, new)
242 242 self.log.debug('Config changed:')
243 243 self.log.debug(repr(new))
244 244
245 245 @catch_config_error
246 246 def initialize(self, argv=None):
247 247 """Do the basic steps to configure me.
248 248
249 249 Override in subclasses.
250 250 """
251 251 self.parse_command_line(argv)
252 252
253 253
254 254 def start(self):
255 255 """Start the app mainloop.
256 256
257 257 Override in subclasses.
258 258 """
259 259 if self.subapp is not None:
260 260 return self.subapp.start()
261 261
262 262 def print_alias_help(self):
263 263 """Print the alias part of the help."""
264 264 if not self.aliases:
265 265 return
266 266
267 267 lines = []
268 268 classdict = {}
269 269 for cls in self._help_classes:
270 270 # include all parents (up to, but excluding Configurable) in available names
271 271 for c in cls.mro()[:-3]:
272 272 classdict[c.__name__] = c
273 273
274 274 for alias, longname in iteritems(self.aliases):
275 275 classname, traitname = longname.split('.',1)
276 276 cls = classdict[classname]
277 277
278 278 trait = cls.class_traits(config=True)[traitname]
279 279 help = cls.class_get_trait_help(trait).splitlines()
280 280 # reformat first line
281 281 help[0] = help[0].replace(longname, alias) + ' (%s)'%longname
282 282 if len(alias) == 1:
283 283 help[0] = help[0].replace('--%s='%alias, '-%s '%alias)
284 284 lines.extend(help)
285 285 # lines.append('')
286 286 print(os.linesep.join(lines))
287 287
288 288 def print_flag_help(self):
289 289 """Print the flag part of the help."""
290 290 if not self.flags:
291 291 return
292 292
293 293 lines = []
294 294 for m, (cfg,help) in iteritems(self.flags):
295 295 prefix = '--' if len(m) > 1 else '-'
296 296 lines.append(prefix+m)
297 297 lines.append(indent(dedent(help.strip())))
298 298 # lines.append('')
299 299 print(os.linesep.join(lines))
300 300
301 301 def print_options(self):
302 302 if not self.flags and not self.aliases:
303 303 return
304 304 lines = ['Options']
305 305 lines.append('-'*len(lines[0]))
306 306 lines.append('')
307 307 for p in wrap_paragraphs(self.option_description):
308 308 lines.append(p)
309 309 lines.append('')
310 310 print(os.linesep.join(lines))
311 311 self.print_flag_help()
312 312 self.print_alias_help()
313 313 print()
314 314
315 315 def print_subcommands(self):
316 316 """Print the subcommand part of the help."""
317 317 if not self.subcommands:
318 318 return
319 319
320 320 lines = ["Subcommands"]
321 321 lines.append('-'*len(lines[0]))
322 322 lines.append('')
323 323 for p in wrap_paragraphs(self.subcommand_description.format(
324 324 app=self.name)):
325 325 lines.append(p)
326 326 lines.append('')
327 327 for subc, (cls, help) in iteritems(self.subcommands):
328 328 lines.append(subc)
329 329 if help:
330 330 lines.append(indent(dedent(help.strip())))
331 331 lines.append('')
332 332 print(os.linesep.join(lines))
333 333
334 334 def print_help(self, classes=False):
335 335 """Print the help for each Configurable class in self.classes.
336 336
337 337 If classes=False (the default), only flags and aliases are printed.
338 338 """
339 339 self.print_description()
340 340 self.print_subcommands()
341 341 self.print_options()
342 342
343 343 if classes:
344 344 help_classes = self._help_classes
345 345 if help_classes:
346 346 print("Class parameters")
347 347 print("----------------")
348 348 print()
349 349 for p in wrap_paragraphs(self.keyvalue_description):
350 350 print(p)
351 351 print()
352 352
353 353 for cls in help_classes:
354 354 cls.class_print_help()
355 355 print()
356 356 else:
357 357 print("To see all available configurables, use `--help-all`")
358 358 print()
359 359
360 360 self.print_examples()
361 361
362 362
363 363 def print_description(self):
364 364 """Print the application description."""
365 365 for p in wrap_paragraphs(self.description):
366 366 print(p)
367 367 print()
368 368
369 369 def print_examples(self):
370 370 """Print usage and examples.
371 371
372 372 This usage string goes at the end of the command line help string
373 373 and should contain examples of the application's usage.
374 374 """
375 375 if self.examples:
376 376 print("Examples")
377 377 print("--------")
378 378 print()
379 379 print(indent(dedent(self.examples.strip())))
380 380 print()
381 381
382 382 def print_version(self):
383 383 """Print the version string."""
384 384 print(self.version)
385 385
386 386 def update_config(self, config):
387 387 """Fire the traits events when the config is updated."""
388 388 # Save a copy of the current config.
389 389 newconfig = deepcopy(self.config)
390 390 # Merge the new config into the current one.
391 391 newconfig.merge(config)
392 392 # Save the combined config as self.config, which triggers the traits
393 393 # events.
394 394 self.config = newconfig
395 395
396 396 @catch_config_error
397 397 def initialize_subcommand(self, subc, argv=None):
398 398 """Initialize a subcommand with argv."""
399 399 subapp,help = self.subcommands.get(subc)
400 400
401 401 if isinstance(subapp, string_types):
402 402 subapp = import_item(subapp)
403 403
404 404 # clear existing instances
405 405 self.__class__.clear_instance()
406 406 # instantiate
407 407 self.subapp = subapp.instance(config=self.config)
408 408 # and initialize subapp
409 409 self.subapp.initialize(argv)
410 410
411 411 def flatten_flags(self):
412 412 """flatten flags and aliases, so cl-args override as expected.
413 413
414 414 This prevents issues such as an alias pointing to InteractiveShell,
415 415 but a config file setting the same trait in TerminalInteraciveShell
416 416 getting inappropriate priority over the command-line arg.
417 417
418 418 Only aliases with exactly one descendent in the class list
419 419 will be promoted.
420 420
421 421 """
422 422 # build a tree of classes in our list that inherit from a particular
423 423 # it will be a dict by parent classname of classes in our list
424 424 # that are descendents
425 425 mro_tree = defaultdict(list)
426 426 for cls in self._help_classes:
427 427 clsname = cls.__name__
428 428 for parent in cls.mro()[1:-3]:
429 429 # exclude cls itself and Configurable,HasTraits,object
430 430 mro_tree[parent.__name__].append(clsname)
431 431 # flatten aliases, which have the form:
432 432 # { 'alias' : 'Class.trait' }
433 433 aliases = {}
434 434 for alias, cls_trait in iteritems(self.aliases):
435 435 cls,trait = cls_trait.split('.',1)
436 436 children = mro_tree[cls]
437 437 if len(children) == 1:
438 438 # exactly one descendent, promote alias
439 439 cls = children[0]
440 440 aliases[alias] = '.'.join([cls,trait])
441 441
442 442 # flatten flags, which are of the form:
443 443 # { 'key' : ({'Cls' : {'trait' : value}}, 'help')}
444 444 flags = {}
445 445 for key, (flagdict, help) in iteritems(self.flags):
446 446 newflag = {}
447 447 for cls, subdict in iteritems(flagdict):
448 448 children = mro_tree[cls]
449 449 # exactly one descendent, promote flag section
450 450 if len(children) == 1:
451 451 cls = children[0]
452 452 newflag[cls] = subdict
453 453 flags[key] = (newflag, help)
454 454 return flags, aliases
455 455
456 456 @catch_config_error
457 457 def parse_command_line(self, argv=None):
458 458 """Parse the command line arguments."""
459 459 argv = sys.argv[1:] if argv is None else argv
460 460 self.argv = [ py3compat.cast_unicode(arg) for arg in argv ]
461 461
462 462 if argv and argv[0] == 'help':
463 463 # turn `ipython help notebook` into `ipython notebook -h`
464 464 argv = argv[1:] + ['-h']
465 465
466 466 if self.subcommands and len(argv) > 0:
467 467 # we have subcommands, and one may have been specified
468 468 subc, subargv = argv[0], argv[1:]
469 469 if re.match(r'^\w(\-?\w)*$', subc) and subc in self.subcommands:
470 470 # it's a subcommand, and *not* a flag or class parameter
471 471 return self.initialize_subcommand(subc, subargv)
472 472
473 473 # Arguments after a '--' argument are for the script IPython may be
474 474 # about to run, not IPython iteslf. For arguments parsed here (help and
475 475 # version), we want to only search the arguments up to the first
476 476 # occurrence of '--', which we're calling interpreted_argv.
477 477 try:
478 478 interpreted_argv = argv[:argv.index('--')]
479 479 except ValueError:
480 480 interpreted_argv = argv
481 481
482 482 if any(x in interpreted_argv for x in ('-h', '--help-all', '--help')):
483 483 self.print_help('--help-all' in interpreted_argv)
484 484 self.exit(0)
485 485
486 486 if '--version' in interpreted_argv or '-V' in interpreted_argv:
487 487 self.print_version()
488 488 self.exit(0)
489 489
490 490 # flatten flags&aliases, so cl-args get appropriate priority:
491 491 flags,aliases = self.flatten_flags()
492 492 loader = KVArgParseConfigLoader(argv=argv, aliases=aliases,
493 493 flags=flags, log=self.log)
494 494 config = loader.load_config()
495 495 self.update_config(config)
496 496 # store unparsed args in extra_args
497 497 self.extra_args = loader.extra_args
498 498
499 499 @classmethod
500 500 def _load_config_files(cls, basefilename, path=None, log=None):
501 501 """Load config files (py,json) by filename and path.
502 502
503 503 yield each config object in turn.
504 504 """
505 505
506 506 if not isinstance(path, list):
507 507 path = [path]
508 508 for path in path[::-1]:
509 509 # path list is in descending priority order, so load files backwards:
510 510 pyloader = PyFileConfigLoader(basefilename+'.py', path=path, log=log)
511 511 jsonloader = JSONFileConfigLoader(basefilename+'.json', path=path, log=log)
512 512 config = None
513 513 for loader in [pyloader, jsonloader]:
514 514 try:
515 515 config = loader.load_config()
516 516 except ConfigFileNotFound:
517 517 pass
518 518 except Exception:
519 519 # try to get the full filename, but it will be empty in the
520 520 # unlikely event that the error raised before filefind finished
521 521 filename = loader.full_filename or basefilename
522 522 # problem while running the file
523 523 if log:
524 524 log.error("Exception while loading config file %s",
525 525 filename, exc_info=True)
526 526 else:
527 527 if log:
528 528 log.debug("Loaded config file: %s", loader.full_filename)
529 529 if config:
530 530 yield config
531 531
532 532 raise StopIteration
533 533
534 534
535 535 @catch_config_error
536 536 def load_config_file(self, filename, path=None):
537 537 """Load config files by filename and path."""
538 538 filename, ext = os.path.splitext(filename)
539 539 loaded = []
540 540 for config in self._load_config_files(filename, path=path, log=self.log):
541 541 loaded.append(config)
542 542 self.update_config(config)
543 543 if len(loaded) > 1:
544 544 collisions = loaded[0].collisions(loaded[1])
545 545 if collisions:
546 546 self.log.warn("Collisions detected in {0}.py and {0}.json config files."
547 547 " {0}.json has higher priority: {1}".format(
548 548 filename, json.dumps(collisions, indent=2),
549 549 ))
550 550
551 551
552 552 def generate_config_file(self):
553 553 """generate default config file from Configurables"""
554 554 lines = ["# Configuration file for %s."%self.name]
555 555 lines.append('')
556 556 lines.append('c = get_config()')
557 557 lines.append('')
558 558 for cls in self._config_classes:
559 559 lines.append(cls.class_config_section())
560 560 return '\n'.join(lines)
561 561
562 562 def exit(self, exit_status=0):
563 563 self.log.debug("Exiting application: %s" % self.name)
564 564 sys.exit(exit_status)
565 565
566 566 @classmethod
567 567 def launch_instance(cls, argv=None, **kwargs):
568 568 """Launch a global instance of this Application
569 569
570 570 If a global instance already exists, this reinitializes and starts it
571 571 """
572 572 app = cls.instance(**kwargs)
573 573 app.initialize(argv)
574 574 app.start()
575 575
576 576 #-----------------------------------------------------------------------------
577 577 # utility functions, for convenience
578 578 #-----------------------------------------------------------------------------
579 579
580 580 def boolean_flag(name, configurable, set_help='', unset_help=''):
581 581 """Helper for building basic --trait, --no-trait flags.
582 582
583 583 Parameters
584 584 ----------
585 585
586 586 name : str
587 587 The name of the flag.
588 588 configurable : str
589 589 The 'Class.trait' string of the trait to be set/unset with the flag
590 590 set_help : unicode
591 591 help string for --name flag
592 592 unset_help : unicode
593 593 help string for --no-name flag
594 594
595 595 Returns
596 596 -------
597 597
598 598 cfg : dict
599 599 A dict with two keys: 'name', and 'no-name', for setting and unsetting
600 600 the trait, respectively.
601 601 """
602 602 # default helpstrings
603 603 set_help = set_help or "set %s=True"%configurable
604 604 unset_help = unset_help or "set %s=False"%configurable
605 605
606 606 cls,trait = configurable.split('.')
607 607
608 608 setter = {cls : {trait : True}}
609 609 unsetter = {cls : {trait : False}}
610 610 return {name : (setter, set_help), 'no-'+name : (unsetter, unset_help)}
611 611
612 612
613 613 def get_config():
614 614 """Get the config object for the global Application instance, if there is one
615 615
616 616 otherwise return an empty config object
617 617 """
618 618 if Application.initialized():
619 619 return Application.instance().config
620 620 else:
621 621 return Config()
@@ -1,965 +1,965
1 1 # -*- coding: utf-8 -*-
2 2 """Display formatters.
3 3
4 4 Inheritance diagram:
5 5
6 6 .. inheritance-diagram:: IPython.core.formatters
7 7 :parts: 3
8 8 """
9 9
10 10 # Copyright (c) IPython Development Team.
11 11 # Distributed under the terms of the Modified BSD License.
12 12
13 13 import abc
14 14 import inspect
15 15 import json
16 16 import sys
17 17 import traceback
18 18 import warnings
19 19
20 from IPython.external.decorator import decorator
20 from decorator import decorator
21 21
22 22 from IPython.config.configurable import Configurable
23 23 from IPython.core.getipython import get_ipython
24 24 from IPython.lib import pretty
25 25 from IPython.utils.traitlets import (
26 26 Bool, Dict, Integer, Unicode, CUnicode, ObjectName, List,
27 27 ForwardDeclaredInstance,
28 28 )
29 29 from IPython.utils.py3compat import (
30 30 with_metaclass, string_types, unicode_type,
31 31 )
32 32
33 33
34 34 #-----------------------------------------------------------------------------
35 35 # The main DisplayFormatter class
36 36 #-----------------------------------------------------------------------------
37 37
38 38
39 39 def _safe_get_formatter_method(obj, name):
40 40 """Safely get a formatter method
41 41
42 42 - Classes cannot have formatter methods, only instance
43 43 - protect against proxy objects that claim to have everything
44 44 """
45 45 if inspect.isclass(obj):
46 46 # repr methods only make sense on instances, not classes
47 47 return None
48 48 method = pretty._safe_getattr(obj, name, None)
49 49 if callable(method):
50 50 # obj claims to have repr method...
51 51 if callable(pretty._safe_getattr(obj, '_ipython_canary_method_should_not_exist_', None)):
52 52 # ...but don't trust proxy objects that claim to have everything
53 53 return None
54 54 return method
55 55
56 56
57 57 class DisplayFormatter(Configurable):
58 58
59 59 # When set to true only the default plain text formatter will be used.
60 60 plain_text_only = Bool(False, config=True)
61 61 def _plain_text_only_changed(self, name, old, new):
62 62 warnings.warn("""DisplayFormatter.plain_text_only is deprecated.
63 63
64 64 Use DisplayFormatter.active_types = ['text/plain']
65 65 for the same effect.
66 66 """, DeprecationWarning)
67 67 if new:
68 68 self.active_types = ['text/plain']
69 69 else:
70 70 self.active_types = self.format_types
71 71
72 72 active_types = List(Unicode, config=True,
73 73 help="""List of currently active mime-types to display.
74 74 You can use this to set a white-list for formats to display.
75 75
76 76 Most users will not need to change this value.
77 77 """)
78 78 def _active_types_default(self):
79 79 return self.format_types
80 80
81 81 def _active_types_changed(self, name, old, new):
82 82 for key, formatter in self.formatters.items():
83 83 if key in new:
84 84 formatter.enabled = True
85 85 else:
86 86 formatter.enabled = False
87 87
88 88 ipython_display_formatter = ForwardDeclaredInstance('FormatterABC')
89 89 def _ipython_display_formatter_default(self):
90 90 return IPythonDisplayFormatter(parent=self)
91 91
92 92 # A dict of formatter whose keys are format types (MIME types) and whose
93 93 # values are subclasses of BaseFormatter.
94 94 formatters = Dict()
95 95 def _formatters_default(self):
96 96 """Activate the default formatters."""
97 97 formatter_classes = [
98 98 PlainTextFormatter,
99 99 HTMLFormatter,
100 100 MarkdownFormatter,
101 101 SVGFormatter,
102 102 PNGFormatter,
103 103 PDFFormatter,
104 104 JPEGFormatter,
105 105 LatexFormatter,
106 106 JSONFormatter,
107 107 JavascriptFormatter
108 108 ]
109 109 d = {}
110 110 for cls in formatter_classes:
111 111 f = cls(parent=self)
112 112 d[f.format_type] = f
113 113 return d
114 114
115 115 def format(self, obj, include=None, exclude=None):
116 116 """Return a format data dict for an object.
117 117
118 118 By default all format types will be computed.
119 119
120 120 The following MIME types are currently implemented:
121 121
122 122 * text/plain
123 123 * text/html
124 124 * text/markdown
125 125 * text/latex
126 126 * application/json
127 127 * application/javascript
128 128 * application/pdf
129 129 * image/png
130 130 * image/jpeg
131 131 * image/svg+xml
132 132
133 133 Parameters
134 134 ----------
135 135 obj : object
136 136 The Python object whose format data will be computed.
137 137 include : list or tuple, optional
138 138 A list of format type strings (MIME types) to include in the
139 139 format data dict. If this is set *only* the format types included
140 140 in this list will be computed.
141 141 exclude : list or tuple, optional
142 142 A list of format type string (MIME types) to exclude in the format
143 143 data dict. If this is set all format types will be computed,
144 144 except for those included in this argument.
145 145
146 146 Returns
147 147 -------
148 148 (format_dict, metadata_dict) : tuple of two dicts
149 149
150 150 format_dict is a dictionary of key/value pairs, one of each format that was
151 151 generated for the object. The keys are the format types, which
152 152 will usually be MIME type strings and the values and JSON'able
153 153 data structure containing the raw data for the representation in
154 154 that format.
155 155
156 156 metadata_dict is a dictionary of metadata about each mime-type output.
157 157 Its keys will be a strict subset of the keys in format_dict.
158 158 """
159 159 format_dict = {}
160 160 md_dict = {}
161 161
162 162 if self.ipython_display_formatter(obj):
163 163 # object handled itself, don't proceed
164 164 return {}, {}
165 165
166 166 for format_type, formatter in self.formatters.items():
167 167 if include and format_type not in include:
168 168 continue
169 169 if exclude and format_type in exclude:
170 170 continue
171 171
172 172 md = None
173 173 try:
174 174 data = formatter(obj)
175 175 except:
176 176 # FIXME: log the exception
177 177 raise
178 178
179 179 # formatters can return raw data or (data, metadata)
180 180 if isinstance(data, tuple) and len(data) == 2:
181 181 data, md = data
182 182
183 183 if data is not None:
184 184 format_dict[format_type] = data
185 185 if md is not None:
186 186 md_dict[format_type] = md
187 187
188 188 return format_dict, md_dict
189 189
190 190 @property
191 191 def format_types(self):
192 192 """Return the format types (MIME types) of the active formatters."""
193 193 return list(self.formatters.keys())
194 194
195 195
196 196 #-----------------------------------------------------------------------------
197 197 # Formatters for specific format types (text, html, svg, etc.)
198 198 #-----------------------------------------------------------------------------
199 199
200 200
201 201 def _safe_repr(obj):
202 202 """Try to return a repr of an object
203 203
204 204 always returns a string, at least.
205 205 """
206 206 try:
207 207 return repr(obj)
208 208 except Exception as e:
209 209 return "un-repr-able object (%r)" % e
210 210
211 211
212 212 class FormatterWarning(UserWarning):
213 213 """Warning class for errors in formatters"""
214 214
215 215 @decorator
216 216 def catch_format_error(method, self, *args, **kwargs):
217 217 """show traceback on failed format call"""
218 218 try:
219 219 r = method(self, *args, **kwargs)
220 220 except NotImplementedError:
221 221 # don't warn on NotImplementedErrors
222 222 return None
223 223 except Exception:
224 224 exc_info = sys.exc_info()
225 225 ip = get_ipython()
226 226 if ip is not None:
227 227 ip.showtraceback(exc_info)
228 228 else:
229 229 traceback.print_exception(*exc_info)
230 230 return None
231 231 return self._check_return(r, args[0])
232 232
233 233
234 234 class FormatterABC(with_metaclass(abc.ABCMeta, object)):
235 235 """ Abstract base class for Formatters.
236 236
237 237 A formatter is a callable class that is responsible for computing the
238 238 raw format data for a particular format type (MIME type). For example,
239 239 an HTML formatter would have a format type of `text/html` and would return
240 240 the HTML representation of the object when called.
241 241 """
242 242
243 243 # The format type of the data returned, usually a MIME type.
244 244 format_type = 'text/plain'
245 245
246 246 # Is the formatter enabled...
247 247 enabled = True
248 248
249 249 @abc.abstractmethod
250 250 def __call__(self, obj):
251 251 """Return a JSON'able representation of the object.
252 252
253 253 If the object cannot be formatted by this formatter,
254 254 warn and return None.
255 255 """
256 256 return repr(obj)
257 257
258 258
259 259 def _mod_name_key(typ):
260 260 """Return a (__module__, __name__) tuple for a type.
261 261
262 262 Used as key in Formatter.deferred_printers.
263 263 """
264 264 module = getattr(typ, '__module__', None)
265 265 name = getattr(typ, '__name__', None)
266 266 return (module, name)
267 267
268 268
269 269 def _get_type(obj):
270 270 """Return the type of an instance (old and new-style)"""
271 271 return getattr(obj, '__class__', None) or type(obj)
272 272
273 273 _raise_key_error = object()
274 274
275 275
276 276 class BaseFormatter(Configurable):
277 277 """A base formatter class that is configurable.
278 278
279 279 This formatter should usually be used as the base class of all formatters.
280 280 It is a traited :class:`Configurable` class and includes an extensible
281 281 API for users to determine how their objects are formatted. The following
282 282 logic is used to find a function to format an given object.
283 283
284 284 1. The object is introspected to see if it has a method with the name
285 285 :attr:`print_method`. If is does, that object is passed to that method
286 286 for formatting.
287 287 2. If no print method is found, three internal dictionaries are consulted
288 288 to find print method: :attr:`singleton_printers`, :attr:`type_printers`
289 289 and :attr:`deferred_printers`.
290 290
291 291 Users should use these dictionaries to register functions that will be
292 292 used to compute the format data for their objects (if those objects don't
293 293 have the special print methods). The easiest way of using these
294 294 dictionaries is through the :meth:`for_type` and :meth:`for_type_by_name`
295 295 methods.
296 296
297 297 If no function/callable is found to compute the format data, ``None`` is
298 298 returned and this format type is not used.
299 299 """
300 300
301 301 format_type = Unicode('text/plain')
302 302 _return_type = string_types
303 303
304 304 enabled = Bool(True, config=True)
305 305
306 306 print_method = ObjectName('__repr__')
307 307
308 308 # The singleton printers.
309 309 # Maps the IDs of the builtin singleton objects to the format functions.
310 310 singleton_printers = Dict(config=True)
311 311
312 312 # The type-specific printers.
313 313 # Map type objects to the format functions.
314 314 type_printers = Dict(config=True)
315 315
316 316 # The deferred-import type-specific printers.
317 317 # Map (modulename, classname) pairs to the format functions.
318 318 deferred_printers = Dict(config=True)
319 319
320 320 @catch_format_error
321 321 def __call__(self, obj):
322 322 """Compute the format for an object."""
323 323 if self.enabled:
324 324 # lookup registered printer
325 325 try:
326 326 printer = self.lookup(obj)
327 327 except KeyError:
328 328 pass
329 329 else:
330 330 return printer(obj)
331 331 # Finally look for special method names
332 332 method = _safe_get_formatter_method(obj, self.print_method)
333 333 if method is not None:
334 334 return method()
335 335 return None
336 336 else:
337 337 return None
338 338
339 339 def __contains__(self, typ):
340 340 """map in to lookup_by_type"""
341 341 try:
342 342 self.lookup_by_type(typ)
343 343 except KeyError:
344 344 return False
345 345 else:
346 346 return True
347 347
348 348 def _check_return(self, r, obj):
349 349 """Check that a return value is appropriate
350 350
351 351 Return the value if so, None otherwise, warning if invalid.
352 352 """
353 353 if r is None or isinstance(r, self._return_type) or \
354 354 (isinstance(r, tuple) and r and isinstance(r[0], self._return_type)):
355 355 return r
356 356 else:
357 357 warnings.warn(
358 358 "%s formatter returned invalid type %s (expected %s) for object: %s" % \
359 359 (self.format_type, type(r), self._return_type, _safe_repr(obj)),
360 360 FormatterWarning
361 361 )
362 362
363 363 def lookup(self, obj):
364 364 """Look up the formatter for a given instance.
365 365
366 366 Parameters
367 367 ----------
368 368 obj : object instance
369 369
370 370 Returns
371 371 -------
372 372 f : callable
373 373 The registered formatting callable for the type.
374 374
375 375 Raises
376 376 ------
377 377 KeyError if the type has not been registered.
378 378 """
379 379 # look for singleton first
380 380 obj_id = id(obj)
381 381 if obj_id in self.singleton_printers:
382 382 return self.singleton_printers[obj_id]
383 383 # then lookup by type
384 384 return self.lookup_by_type(_get_type(obj))
385 385
386 386 def lookup_by_type(self, typ):
387 387 """Look up the registered formatter for a type.
388 388
389 389 Parameters
390 390 ----------
391 391 typ : type or '__module__.__name__' string for a type
392 392
393 393 Returns
394 394 -------
395 395 f : callable
396 396 The registered formatting callable for the type.
397 397
398 398 Raises
399 399 ------
400 400 KeyError if the type has not been registered.
401 401 """
402 402 if isinstance(typ, string_types):
403 403 typ_key = tuple(typ.rsplit('.',1))
404 404 if typ_key not in self.deferred_printers:
405 405 # We may have it cached in the type map. We will have to
406 406 # iterate over all of the types to check.
407 407 for cls in self.type_printers:
408 408 if _mod_name_key(cls) == typ_key:
409 409 return self.type_printers[cls]
410 410 else:
411 411 return self.deferred_printers[typ_key]
412 412 else:
413 413 for cls in pretty._get_mro(typ):
414 414 if cls in self.type_printers or self._in_deferred_types(cls):
415 415 return self.type_printers[cls]
416 416
417 417 # If we have reached here, the lookup failed.
418 418 raise KeyError("No registered printer for {0!r}".format(typ))
419 419
420 420 def for_type(self, typ, func=None):
421 421 """Add a format function for a given type.
422 422
423 423 Parameters
424 424 -----------
425 425 typ : type or '__module__.__name__' string for a type
426 426 The class of the object that will be formatted using `func`.
427 427 func : callable
428 428 A callable for computing the format data.
429 429 `func` will be called with the object to be formatted,
430 430 and will return the raw data in this formatter's format.
431 431 Subclasses may use a different call signature for the
432 432 `func` argument.
433 433
434 434 If `func` is None or not specified, there will be no change,
435 435 only returning the current value.
436 436
437 437 Returns
438 438 -------
439 439 oldfunc : callable
440 440 The currently registered callable.
441 441 If you are registering a new formatter,
442 442 this will be the previous value (to enable restoring later).
443 443 """
444 444 # if string given, interpret as 'pkg.module.class_name'
445 445 if isinstance(typ, string_types):
446 446 type_module, type_name = typ.rsplit('.', 1)
447 447 return self.for_type_by_name(type_module, type_name, func)
448 448
449 449 try:
450 450 oldfunc = self.lookup_by_type(typ)
451 451 except KeyError:
452 452 oldfunc = None
453 453
454 454 if func is not None:
455 455 self.type_printers[typ] = func
456 456
457 457 return oldfunc
458 458
459 459 def for_type_by_name(self, type_module, type_name, func=None):
460 460 """Add a format function for a type specified by the full dotted
461 461 module and name of the type, rather than the type of the object.
462 462
463 463 Parameters
464 464 ----------
465 465 type_module : str
466 466 The full dotted name of the module the type is defined in, like
467 467 ``numpy``.
468 468 type_name : str
469 469 The name of the type (the class name), like ``dtype``
470 470 func : callable
471 471 A callable for computing the format data.
472 472 `func` will be called with the object to be formatted,
473 473 and will return the raw data in this formatter's format.
474 474 Subclasses may use a different call signature for the
475 475 `func` argument.
476 476
477 477 If `func` is None or unspecified, there will be no change,
478 478 only returning the current value.
479 479
480 480 Returns
481 481 -------
482 482 oldfunc : callable
483 483 The currently registered callable.
484 484 If you are registering a new formatter,
485 485 this will be the previous value (to enable restoring later).
486 486 """
487 487 key = (type_module, type_name)
488 488
489 489 try:
490 490 oldfunc = self.lookup_by_type("%s.%s" % key)
491 491 except KeyError:
492 492 oldfunc = None
493 493
494 494 if func is not None:
495 495 self.deferred_printers[key] = func
496 496 return oldfunc
497 497
498 498 def pop(self, typ, default=_raise_key_error):
499 499 """Pop a formatter for the given type.
500 500
501 501 Parameters
502 502 ----------
503 503 typ : type or '__module__.__name__' string for a type
504 504 default : object
505 505 value to be returned if no formatter is registered for typ.
506 506
507 507 Returns
508 508 -------
509 509 obj : object
510 510 The last registered object for the type.
511 511
512 512 Raises
513 513 ------
514 514 KeyError if the type is not registered and default is not specified.
515 515 """
516 516
517 517 if isinstance(typ, string_types):
518 518 typ_key = tuple(typ.rsplit('.',1))
519 519 if typ_key not in self.deferred_printers:
520 520 # We may have it cached in the type map. We will have to
521 521 # iterate over all of the types to check.
522 522 for cls in self.type_printers:
523 523 if _mod_name_key(cls) == typ_key:
524 524 old = self.type_printers.pop(cls)
525 525 break
526 526 else:
527 527 old = default
528 528 else:
529 529 old = self.deferred_printers.pop(typ_key)
530 530 else:
531 531 if typ in self.type_printers:
532 532 old = self.type_printers.pop(typ)
533 533 else:
534 534 old = self.deferred_printers.pop(_mod_name_key(typ), default)
535 535 if old is _raise_key_error:
536 536 raise KeyError("No registered value for {0!r}".format(typ))
537 537 return old
538 538
539 539 def _in_deferred_types(self, cls):
540 540 """
541 541 Check if the given class is specified in the deferred type registry.
542 542
543 543 Successful matches will be moved to the regular type registry for future use.
544 544 """
545 545 mod = getattr(cls, '__module__', None)
546 546 name = getattr(cls, '__name__', None)
547 547 key = (mod, name)
548 548 if key in self.deferred_printers:
549 549 # Move the printer over to the regular registry.
550 550 printer = self.deferred_printers.pop(key)
551 551 self.type_printers[cls] = printer
552 552 return True
553 553 return False
554 554
555 555
556 556 class PlainTextFormatter(BaseFormatter):
557 557 """The default pretty-printer.
558 558
559 559 This uses :mod:`IPython.lib.pretty` to compute the format data of
560 560 the object. If the object cannot be pretty printed, :func:`repr` is used.
561 561 See the documentation of :mod:`IPython.lib.pretty` for details on
562 562 how to write pretty printers. Here is a simple example::
563 563
564 564 def dtype_pprinter(obj, p, cycle):
565 565 if cycle:
566 566 return p.text('dtype(...)')
567 567 if hasattr(obj, 'fields'):
568 568 if obj.fields is None:
569 569 p.text(repr(obj))
570 570 else:
571 571 p.begin_group(7, 'dtype([')
572 572 for i, field in enumerate(obj.descr):
573 573 if i > 0:
574 574 p.text(',')
575 575 p.breakable()
576 576 p.pretty(field)
577 577 p.end_group(7, '])')
578 578 """
579 579
580 580 # The format type of data returned.
581 581 format_type = Unicode('text/plain')
582 582
583 583 # This subclass ignores this attribute as it always need to return
584 584 # something.
585 585 enabled = Bool(True, config=False)
586 586
587 587 max_seq_length = Integer(pretty.MAX_SEQ_LENGTH, config=True,
588 588 help="""Truncate large collections (lists, dicts, tuples, sets) to this size.
589 589
590 590 Set to 0 to disable truncation.
591 591 """
592 592 )
593 593
594 594 # Look for a _repr_pretty_ methods to use for pretty printing.
595 595 print_method = ObjectName('_repr_pretty_')
596 596
597 597 # Whether to pretty-print or not.
598 598 pprint = Bool(True, config=True)
599 599
600 600 # Whether to be verbose or not.
601 601 verbose = Bool(False, config=True)
602 602
603 603 # The maximum width.
604 604 max_width = Integer(79, config=True)
605 605
606 606 # The newline character.
607 607 newline = Unicode('\n', config=True)
608 608
609 609 # format-string for pprinting floats
610 610 float_format = Unicode('%r')
611 611 # setter for float precision, either int or direct format-string
612 612 float_precision = CUnicode('', config=True)
613 613
614 614 def _float_precision_changed(self, name, old, new):
615 615 """float_precision changed, set float_format accordingly.
616 616
617 617 float_precision can be set by int or str.
618 618 This will set float_format, after interpreting input.
619 619 If numpy has been imported, numpy print precision will also be set.
620 620
621 621 integer `n` sets format to '%.nf', otherwise, format set directly.
622 622
623 623 An empty string returns to defaults (repr for float, 8 for numpy).
624 624
625 625 This parameter can be set via the '%precision' magic.
626 626 """
627 627
628 628 if '%' in new:
629 629 # got explicit format string
630 630 fmt = new
631 631 try:
632 632 fmt%3.14159
633 633 except Exception:
634 634 raise ValueError("Precision must be int or format string, not %r"%new)
635 635 elif new:
636 636 # otherwise, should be an int
637 637 try:
638 638 i = int(new)
639 639 assert i >= 0
640 640 except ValueError:
641 641 raise ValueError("Precision must be int or format string, not %r"%new)
642 642 except AssertionError:
643 643 raise ValueError("int precision must be non-negative, not %r"%i)
644 644
645 645 fmt = '%%.%if'%i
646 646 if 'numpy' in sys.modules:
647 647 # set numpy precision if it has been imported
648 648 import numpy
649 649 numpy.set_printoptions(precision=i)
650 650 else:
651 651 # default back to repr
652 652 fmt = '%r'
653 653 if 'numpy' in sys.modules:
654 654 import numpy
655 655 # numpy default is 8
656 656 numpy.set_printoptions(precision=8)
657 657 self.float_format = fmt
658 658
659 659 # Use the default pretty printers from IPython.lib.pretty.
660 660 def _singleton_printers_default(self):
661 661 return pretty._singleton_pprinters.copy()
662 662
663 663 def _type_printers_default(self):
664 664 d = pretty._type_pprinters.copy()
665 665 d[float] = lambda obj,p,cycle: p.text(self.float_format%obj)
666 666 return d
667 667
668 668 def _deferred_printers_default(self):
669 669 return pretty._deferred_type_pprinters.copy()
670 670
671 671 #### FormatterABC interface ####
672 672
673 673 @catch_format_error
674 674 def __call__(self, obj):
675 675 """Compute the pretty representation of the object."""
676 676 if not self.pprint:
677 677 return repr(obj)
678 678 else:
679 679 # handle str and unicode on Python 2
680 680 # io.StringIO only accepts unicode,
681 681 # cStringIO doesn't handle unicode on py2,
682 682 # StringIO allows str, unicode but only ascii str
683 683 stream = pretty.CUnicodeIO()
684 684 printer = pretty.RepresentationPrinter(stream, self.verbose,
685 685 self.max_width, self.newline,
686 686 max_seq_length=self.max_seq_length,
687 687 singleton_pprinters=self.singleton_printers,
688 688 type_pprinters=self.type_printers,
689 689 deferred_pprinters=self.deferred_printers)
690 690 printer.pretty(obj)
691 691 printer.flush()
692 692 return stream.getvalue()
693 693
694 694
695 695 class HTMLFormatter(BaseFormatter):
696 696 """An HTML formatter.
697 697
698 698 To define the callables that compute the HTML representation of your
699 699 objects, define a :meth:`_repr_html_` method or use the :meth:`for_type`
700 700 or :meth:`for_type_by_name` methods to register functions that handle
701 701 this.
702 702
703 703 The return value of this formatter should be a valid HTML snippet that
704 704 could be injected into an existing DOM. It should *not* include the
705 705 ```<html>`` or ```<body>`` tags.
706 706 """
707 707 format_type = Unicode('text/html')
708 708
709 709 print_method = ObjectName('_repr_html_')
710 710
711 711
712 712 class MarkdownFormatter(BaseFormatter):
713 713 """A Markdown formatter.
714 714
715 715 To define the callables that compute the Markdown representation of your
716 716 objects, define a :meth:`_repr_markdown_` method or use the :meth:`for_type`
717 717 or :meth:`for_type_by_name` methods to register functions that handle
718 718 this.
719 719
720 720 The return value of this formatter should be a valid Markdown.
721 721 """
722 722 format_type = Unicode('text/markdown')
723 723
724 724 print_method = ObjectName('_repr_markdown_')
725 725
726 726 class SVGFormatter(BaseFormatter):
727 727 """An SVG formatter.
728 728
729 729 To define the callables that compute the SVG representation of your
730 730 objects, define a :meth:`_repr_svg_` method or use the :meth:`for_type`
731 731 or :meth:`for_type_by_name` methods to register functions that handle
732 732 this.
733 733
734 734 The return value of this formatter should be valid SVG enclosed in
735 735 ```<svg>``` tags, that could be injected into an existing DOM. It should
736 736 *not* include the ```<html>`` or ```<body>`` tags.
737 737 """
738 738 format_type = Unicode('image/svg+xml')
739 739
740 740 print_method = ObjectName('_repr_svg_')
741 741
742 742
743 743 class PNGFormatter(BaseFormatter):
744 744 """A PNG formatter.
745 745
746 746 To define the callables that compute the PNG representation of your
747 747 objects, define a :meth:`_repr_png_` method or use the :meth:`for_type`
748 748 or :meth:`for_type_by_name` methods to register functions that handle
749 749 this.
750 750
751 751 The return value of this formatter should be raw PNG data, *not*
752 752 base64 encoded.
753 753 """
754 754 format_type = Unicode('image/png')
755 755
756 756 print_method = ObjectName('_repr_png_')
757 757
758 758 _return_type = (bytes, unicode_type)
759 759
760 760
761 761 class JPEGFormatter(BaseFormatter):
762 762 """A JPEG formatter.
763 763
764 764 To define the callables that compute the JPEG representation of your
765 765 objects, define a :meth:`_repr_jpeg_` method or use the :meth:`for_type`
766 766 or :meth:`for_type_by_name` methods to register functions that handle
767 767 this.
768 768
769 769 The return value of this formatter should be raw JPEG data, *not*
770 770 base64 encoded.
771 771 """
772 772 format_type = Unicode('image/jpeg')
773 773
774 774 print_method = ObjectName('_repr_jpeg_')
775 775
776 776 _return_type = (bytes, unicode_type)
777 777
778 778
779 779 class LatexFormatter(BaseFormatter):
780 780 """A LaTeX formatter.
781 781
782 782 To define the callables that compute the LaTeX representation of your
783 783 objects, define a :meth:`_repr_latex_` method or use the :meth:`for_type`
784 784 or :meth:`for_type_by_name` methods to register functions that handle
785 785 this.
786 786
787 787 The return value of this formatter should be a valid LaTeX equation,
788 788 enclosed in either ```$```, ```$$``` or another LaTeX equation
789 789 environment.
790 790 """
791 791 format_type = Unicode('text/latex')
792 792
793 793 print_method = ObjectName('_repr_latex_')
794 794
795 795
796 796 class JSONFormatter(BaseFormatter):
797 797 """A JSON string formatter.
798 798
799 799 To define the callables that compute the JSONable representation of
800 800 your objects, define a :meth:`_repr_json_` method or use the :meth:`for_type`
801 801 or :meth:`for_type_by_name` methods to register functions that handle
802 802 this.
803 803
804 804 The return value of this formatter should be a JSONable list or dict.
805 805 JSON scalars (None, number, string) are not allowed, only dict or list containers.
806 806 """
807 807 format_type = Unicode('application/json')
808 808 _return_type = (list, dict)
809 809
810 810 print_method = ObjectName('_repr_json_')
811 811
812 812 def _check_return(self, r, obj):
813 813 """Check that a return value is appropriate
814 814
815 815 Return the value if so, None otherwise, warning if invalid.
816 816 """
817 817 if r is None:
818 818 return
819 819 md = None
820 820 if isinstance(r, tuple):
821 821 # unpack data, metadata tuple for type checking on first element
822 822 r, md = r
823 823
824 824 # handle deprecated JSON-as-string form from IPython < 3
825 825 if isinstance(r, string_types):
826 826 warnings.warn("JSON expects JSONable list/dict containers, not JSON strings",
827 827 FormatterWarning)
828 828 r = json.loads(r)
829 829
830 830 if md is not None:
831 831 # put the tuple back together
832 832 r = (r, md)
833 833 return super(JSONFormatter, self)._check_return(r, obj)
834 834
835 835
836 836 class JavascriptFormatter(BaseFormatter):
837 837 """A Javascript formatter.
838 838
839 839 To define the callables that compute the Javascript representation of
840 840 your objects, define a :meth:`_repr_javascript_` method or use the
841 841 :meth:`for_type` or :meth:`for_type_by_name` methods to register functions
842 842 that handle this.
843 843
844 844 The return value of this formatter should be valid Javascript code and
845 845 should *not* be enclosed in ```<script>``` tags.
846 846 """
847 847 format_type = Unicode('application/javascript')
848 848
849 849 print_method = ObjectName('_repr_javascript_')
850 850
851 851
852 852 class PDFFormatter(BaseFormatter):
853 853 """A PDF formatter.
854 854
855 855 To define the callables that compute the PDF representation of your
856 856 objects, define a :meth:`_repr_pdf_` method or use the :meth:`for_type`
857 857 or :meth:`for_type_by_name` methods to register functions that handle
858 858 this.
859 859
860 860 The return value of this formatter should be raw PDF data, *not*
861 861 base64 encoded.
862 862 """
863 863 format_type = Unicode('application/pdf')
864 864
865 865 print_method = ObjectName('_repr_pdf_')
866 866
867 867 _return_type = (bytes, unicode_type)
868 868
869 869 class IPythonDisplayFormatter(BaseFormatter):
870 870 """A Formatter for objects that know how to display themselves.
871 871
872 872 To define the callables that compute the representation of your
873 873 objects, define a :meth:`_ipython_display_` method or use the :meth:`for_type`
874 874 or :meth:`for_type_by_name` methods to register functions that handle
875 875 this. Unlike mime-type displays, this method should not return anything,
876 876 instead calling any appropriate display methods itself.
877 877
878 878 This display formatter has highest priority.
879 879 If it fires, no other display formatter will be called.
880 880 """
881 881 print_method = ObjectName('_ipython_display_')
882 882 _return_type = (type(None), bool)
883 883
884 884
885 885 @catch_format_error
886 886 def __call__(self, obj):
887 887 """Compute the format for an object."""
888 888 if self.enabled:
889 889 # lookup registered printer
890 890 try:
891 891 printer = self.lookup(obj)
892 892 except KeyError:
893 893 pass
894 894 else:
895 895 printer(obj)
896 896 return True
897 897 # Finally look for special method names
898 898 method = _safe_get_formatter_method(obj, self.print_method)
899 899 if method is not None:
900 900 method()
901 901 return True
902 902
903 903
904 904 FormatterABC.register(BaseFormatter)
905 905 FormatterABC.register(PlainTextFormatter)
906 906 FormatterABC.register(HTMLFormatter)
907 907 FormatterABC.register(MarkdownFormatter)
908 908 FormatterABC.register(SVGFormatter)
909 909 FormatterABC.register(PNGFormatter)
910 910 FormatterABC.register(PDFFormatter)
911 911 FormatterABC.register(JPEGFormatter)
912 912 FormatterABC.register(LatexFormatter)
913 913 FormatterABC.register(JSONFormatter)
914 914 FormatterABC.register(JavascriptFormatter)
915 915 FormatterABC.register(IPythonDisplayFormatter)
916 916
917 917
918 918 def format_display_data(obj, include=None, exclude=None):
919 919 """Return a format data dict for an object.
920 920
921 921 By default all format types will be computed.
922 922
923 923 The following MIME types are currently implemented:
924 924
925 925 * text/plain
926 926 * text/html
927 927 * text/markdown
928 928 * text/latex
929 929 * application/json
930 930 * application/javascript
931 931 * application/pdf
932 932 * image/png
933 933 * image/jpeg
934 934 * image/svg+xml
935 935
936 936 Parameters
937 937 ----------
938 938 obj : object
939 939 The Python object whose format data will be computed.
940 940
941 941 Returns
942 942 -------
943 943 format_dict : dict
944 944 A dictionary of key/value pairs, one or each format that was
945 945 generated for the object. The keys are the format types, which
946 946 will usually be MIME type strings and the values and JSON'able
947 947 data structure containing the raw data for the representation in
948 948 that format.
949 949 include : list or tuple, optional
950 950 A list of format type strings (MIME types) to include in the
951 951 format data dict. If this is set *only* the format types included
952 952 in this list will be computed.
953 953 exclude : list or tuple, optional
954 954 A list of format type string (MIME types) to exclue in the format
955 955 data dict. If this is set all format types will be computed,
956 956 except for those included in this argument.
957 957 """
958 958 from IPython.core.interactiveshell import InteractiveShell
959 959
960 960 InteractiveShell.instance().display_formatter.format(
961 961 obj,
962 962 include,
963 963 exclude
964 964 )
965 965
@@ -1,870 +1,870
1 1 """ History related magics and functionality """
2 2 #-----------------------------------------------------------------------------
3 3 # Copyright (C) 2010-2011 The IPython Development Team.
4 4 #
5 5 # Distributed under the terms of the BSD License.
6 6 #
7 7 # The full license is in the file COPYING.txt, distributed with this software.
8 8 #-----------------------------------------------------------------------------
9 9
10 10 #-----------------------------------------------------------------------------
11 11 # Imports
12 12 #-----------------------------------------------------------------------------
13 13 from __future__ import print_function
14 14
15 15 # Stdlib imports
16 16 import atexit
17 17 import datetime
18 18 import os
19 19 import re
20 20 try:
21 21 import sqlite3
22 22 except ImportError:
23 23 try:
24 24 from pysqlite2 import dbapi2 as sqlite3
25 25 except ImportError:
26 26 sqlite3 = None
27 27 import threading
28 28
29 29 # Our own packages
30 30 from IPython.config.configurable import Configurable
31 from IPython.external.decorator import decorator
31 from decorator import decorator
32 32 from IPython.utils.decorators import undoc
33 33 from IPython.utils.path import locate_profile
34 34 from IPython.utils import py3compat
35 35 from IPython.utils.traitlets import (
36 36 Any, Bool, Dict, Instance, Integer, List, Unicode, TraitError,
37 37 )
38 38 from IPython.utils.warn import warn
39 39
40 40 #-----------------------------------------------------------------------------
41 41 # Classes and functions
42 42 #-----------------------------------------------------------------------------
43 43
44 44 @undoc
45 45 class DummyDB(object):
46 46 """Dummy DB that will act as a black hole for history.
47 47
48 48 Only used in the absence of sqlite"""
49 49 def execute(*args, **kwargs):
50 50 return []
51 51
52 52 def commit(self, *args, **kwargs):
53 53 pass
54 54
55 55 def __enter__(self, *args, **kwargs):
56 56 pass
57 57
58 58 def __exit__(self, *args, **kwargs):
59 59 pass
60 60
61 61
62 62 @decorator
63 63 def needs_sqlite(f, self, *a, **kw):
64 64 """Decorator: return an empty list in the absence of sqlite."""
65 65 if sqlite3 is None or not self.enabled:
66 66 return []
67 67 else:
68 68 return f(self, *a, **kw)
69 69
70 70
71 71 if sqlite3 is not None:
72 72 DatabaseError = sqlite3.DatabaseError
73 73 else:
74 74 @undoc
75 75 class DatabaseError(Exception):
76 76 "Dummy exception when sqlite could not be imported. Should never occur."
77 77
78 78 @decorator
79 79 def catch_corrupt_db(f, self, *a, **kw):
80 80 """A decorator which wraps HistoryAccessor method calls to catch errors from
81 81 a corrupt SQLite database, move the old database out of the way, and create
82 82 a new one.
83 83 """
84 84 try:
85 85 return f(self, *a, **kw)
86 86 except DatabaseError:
87 87 if os.path.isfile(self.hist_file):
88 88 # Try to move the file out of the way
89 89 base,ext = os.path.splitext(self.hist_file)
90 90 newpath = base + '-corrupt' + ext
91 91 os.rename(self.hist_file, newpath)
92 92 self.init_db()
93 93 print("ERROR! History file wasn't a valid SQLite database.",
94 94 "It was moved to %s" % newpath, "and a new file created.")
95 95 return []
96 96
97 97 else:
98 98 # The hist_file is probably :memory: or something else.
99 99 raise
100 100
101 101 class HistoryAccessorBase(Configurable):
102 102 """An abstract class for History Accessors """
103 103
104 104 def get_tail(self, n=10, raw=True, output=False, include_latest=False):
105 105 raise NotImplementedError
106 106
107 107 def search(self, pattern="*", raw=True, search_raw=True,
108 108 output=False, n=None, unique=False):
109 109 raise NotImplementedError
110 110
111 111 def get_range(self, session, start=1, stop=None, raw=True,output=False):
112 112 raise NotImplementedError
113 113
114 114 def get_range_by_str(self, rangestr, raw=True, output=False):
115 115 raise NotImplementedError
116 116
117 117
118 118 class HistoryAccessor(HistoryAccessorBase):
119 119 """Access the history database without adding to it.
120 120
121 121 This is intended for use by standalone history tools. IPython shells use
122 122 HistoryManager, below, which is a subclass of this."""
123 123
124 124 # String holding the path to the history file
125 125 hist_file = Unicode(config=True,
126 126 help="""Path to file to use for SQLite history database.
127 127
128 128 By default, IPython will put the history database in the IPython
129 129 profile directory. If you would rather share one history among
130 130 profiles, you can set this value in each, so that they are consistent.
131 131
132 132 Due to an issue with fcntl, SQLite is known to misbehave on some NFS
133 133 mounts. If you see IPython hanging, try setting this to something on a
134 134 local disk, e.g::
135 135
136 136 ipython --HistoryManager.hist_file=/tmp/ipython_hist.sqlite
137 137
138 138 """)
139 139
140 140 enabled = Bool(True, config=True,
141 141 help="""enable the SQLite history
142 142
143 143 set enabled=False to disable the SQLite history,
144 144 in which case there will be no stored history, no SQLite connection,
145 145 and no background saving thread. This may be necessary in some
146 146 threaded environments where IPython is embedded.
147 147 """
148 148 )
149 149
150 150 connection_options = Dict(config=True,
151 151 help="""Options for configuring the SQLite connection
152 152
153 153 These options are passed as keyword args to sqlite3.connect
154 154 when establishing database conenctions.
155 155 """
156 156 )
157 157
158 158 # The SQLite database
159 159 db = Any()
160 160 def _db_changed(self, name, old, new):
161 161 """validate the db, since it can be an Instance of two different types"""
162 162 connection_types = (DummyDB,)
163 163 if sqlite3 is not None:
164 164 connection_types = (DummyDB, sqlite3.Connection)
165 165 if not isinstance(new, connection_types):
166 166 msg = "%s.db must be sqlite3 Connection or DummyDB, not %r" % \
167 167 (self.__class__.__name__, new)
168 168 raise TraitError(msg)
169 169
170 170 def __init__(self, profile='default', hist_file=u'', **traits):
171 171 """Create a new history accessor.
172 172
173 173 Parameters
174 174 ----------
175 175 profile : str
176 176 The name of the profile from which to open history.
177 177 hist_file : str
178 178 Path to an SQLite history database stored by IPython. If specified,
179 179 hist_file overrides profile.
180 180 config : :class:`~IPython.config.loader.Config`
181 181 Config object. hist_file can also be set through this.
182 182 """
183 183 # We need a pointer back to the shell for various tasks.
184 184 super(HistoryAccessor, self).__init__(**traits)
185 185 # defer setting hist_file from kwarg until after init,
186 186 # otherwise the default kwarg value would clobber any value
187 187 # set by config
188 188 if hist_file:
189 189 self.hist_file = hist_file
190 190
191 191 if self.hist_file == u'':
192 192 # No one has set the hist_file, yet.
193 193 self.hist_file = self._get_hist_file_name(profile)
194 194
195 195 if sqlite3 is None and self.enabled:
196 196 warn("IPython History requires SQLite, your history will not be saved")
197 197 self.enabled = False
198 198
199 199 self.init_db()
200 200
201 201 def _get_hist_file_name(self, profile='default'):
202 202 """Find the history file for the given profile name.
203 203
204 204 This is overridden by the HistoryManager subclass, to use the shell's
205 205 active profile.
206 206
207 207 Parameters
208 208 ----------
209 209 profile : str
210 210 The name of a profile which has a history file.
211 211 """
212 212 return os.path.join(locate_profile(profile), 'history.sqlite')
213 213
214 214 @catch_corrupt_db
215 215 def init_db(self):
216 216 """Connect to the database, and create tables if necessary."""
217 217 if not self.enabled:
218 218 self.db = DummyDB()
219 219 return
220 220
221 221 # use detect_types so that timestamps return datetime objects
222 222 kwargs = dict(detect_types=sqlite3.PARSE_DECLTYPES|sqlite3.PARSE_COLNAMES)
223 223 kwargs.update(self.connection_options)
224 224 self.db = sqlite3.connect(self.hist_file, **kwargs)
225 225 self.db.execute("""CREATE TABLE IF NOT EXISTS sessions (session integer
226 226 primary key autoincrement, start timestamp,
227 227 end timestamp, num_cmds integer, remark text)""")
228 228 self.db.execute("""CREATE TABLE IF NOT EXISTS history
229 229 (session integer, line integer, source text, source_raw text,
230 230 PRIMARY KEY (session, line))""")
231 231 # Output history is optional, but ensure the table's there so it can be
232 232 # enabled later.
233 233 self.db.execute("""CREATE TABLE IF NOT EXISTS output_history
234 234 (session integer, line integer, output text,
235 235 PRIMARY KEY (session, line))""")
236 236 self.db.commit()
237 237
238 238 def writeout_cache(self):
239 239 """Overridden by HistoryManager to dump the cache before certain
240 240 database lookups."""
241 241 pass
242 242
243 243 ## -------------------------------
244 244 ## Methods for retrieving history:
245 245 ## -------------------------------
246 246 def _run_sql(self, sql, params, raw=True, output=False):
247 247 """Prepares and runs an SQL query for the history database.
248 248
249 249 Parameters
250 250 ----------
251 251 sql : str
252 252 Any filtering expressions to go after SELECT ... FROM ...
253 253 params : tuple
254 254 Parameters passed to the SQL query (to replace "?")
255 255 raw, output : bool
256 256 See :meth:`get_range`
257 257
258 258 Returns
259 259 -------
260 260 Tuples as :meth:`get_range`
261 261 """
262 262 toget = 'source_raw' if raw else 'source'
263 263 sqlfrom = "history"
264 264 if output:
265 265 sqlfrom = "history LEFT JOIN output_history USING (session, line)"
266 266 toget = "history.%s, output_history.output" % toget
267 267 cur = self.db.execute("SELECT session, line, %s FROM %s " %\
268 268 (toget, sqlfrom) + sql, params)
269 269 if output: # Regroup into 3-tuples, and parse JSON
270 270 return ((ses, lin, (inp, out)) for ses, lin, inp, out in cur)
271 271 return cur
272 272
273 273 @needs_sqlite
274 274 @catch_corrupt_db
275 275 def get_session_info(self, session):
276 276 """Get info about a session.
277 277
278 278 Parameters
279 279 ----------
280 280
281 281 session : int
282 282 Session number to retrieve.
283 283
284 284 Returns
285 285 -------
286 286
287 287 session_id : int
288 288 Session ID number
289 289 start : datetime
290 290 Timestamp for the start of the session.
291 291 end : datetime
292 292 Timestamp for the end of the session, or None if IPython crashed.
293 293 num_cmds : int
294 294 Number of commands run, or None if IPython crashed.
295 295 remark : unicode
296 296 A manually set description.
297 297 """
298 298 query = "SELECT * from sessions where session == ?"
299 299 return self.db.execute(query, (session,)).fetchone()
300 300
301 301 @catch_corrupt_db
302 302 def get_last_session_id(self):
303 303 """Get the last session ID currently in the database.
304 304
305 305 Within IPython, this should be the same as the value stored in
306 306 :attr:`HistoryManager.session_number`.
307 307 """
308 308 for record in self.get_tail(n=1, include_latest=True):
309 309 return record[0]
310 310
311 311 @catch_corrupt_db
312 312 def get_tail(self, n=10, raw=True, output=False, include_latest=False):
313 313 """Get the last n lines from the history database.
314 314
315 315 Parameters
316 316 ----------
317 317 n : int
318 318 The number of lines to get
319 319 raw, output : bool
320 320 See :meth:`get_range`
321 321 include_latest : bool
322 322 If False (default), n+1 lines are fetched, and the latest one
323 323 is discarded. This is intended to be used where the function
324 324 is called by a user command, which it should not return.
325 325
326 326 Returns
327 327 -------
328 328 Tuples as :meth:`get_range`
329 329 """
330 330 self.writeout_cache()
331 331 if not include_latest:
332 332 n += 1
333 333 cur = self._run_sql("ORDER BY session DESC, line DESC LIMIT ?",
334 334 (n,), raw=raw, output=output)
335 335 if not include_latest:
336 336 return reversed(list(cur)[1:])
337 337 return reversed(list(cur))
338 338
339 339 @catch_corrupt_db
340 340 def search(self, pattern="*", raw=True, search_raw=True,
341 341 output=False, n=None, unique=False):
342 342 """Search the database using unix glob-style matching (wildcards
343 343 * and ?).
344 344
345 345 Parameters
346 346 ----------
347 347 pattern : str
348 348 The wildcarded pattern to match when searching
349 349 search_raw : bool
350 350 If True, search the raw input, otherwise, the parsed input
351 351 raw, output : bool
352 352 See :meth:`get_range`
353 353 n : None or int
354 354 If an integer is given, it defines the limit of
355 355 returned entries.
356 356 unique : bool
357 357 When it is true, return only unique entries.
358 358
359 359 Returns
360 360 -------
361 361 Tuples as :meth:`get_range`
362 362 """
363 363 tosearch = "source_raw" if search_raw else "source"
364 364 if output:
365 365 tosearch = "history." + tosearch
366 366 self.writeout_cache()
367 367 sqlform = "WHERE %s GLOB ?" % tosearch
368 368 params = (pattern,)
369 369 if unique:
370 370 sqlform += ' GROUP BY {0}'.format(tosearch)
371 371 if n is not None:
372 372 sqlform += " ORDER BY session DESC, line DESC LIMIT ?"
373 373 params += (n,)
374 374 elif unique:
375 375 sqlform += " ORDER BY session, line"
376 376 cur = self._run_sql(sqlform, params, raw=raw, output=output)
377 377 if n is not None:
378 378 return reversed(list(cur))
379 379 return cur
380 380
381 381 @catch_corrupt_db
382 382 def get_range(self, session, start=1, stop=None, raw=True,output=False):
383 383 """Retrieve input by session.
384 384
385 385 Parameters
386 386 ----------
387 387 session : int
388 388 Session number to retrieve.
389 389 start : int
390 390 First line to retrieve.
391 391 stop : int
392 392 End of line range (excluded from output itself). If None, retrieve
393 393 to the end of the session.
394 394 raw : bool
395 395 If True, return untranslated input
396 396 output : bool
397 397 If True, attempt to include output. This will be 'real' Python
398 398 objects for the current session, or text reprs from previous
399 399 sessions if db_log_output was enabled at the time. Where no output
400 400 is found, None is used.
401 401
402 402 Returns
403 403 -------
404 404 entries
405 405 An iterator over the desired lines. Each line is a 3-tuple, either
406 406 (session, line, input) if output is False, or
407 407 (session, line, (input, output)) if output is True.
408 408 """
409 409 if stop:
410 410 lineclause = "line >= ? AND line < ?"
411 411 params = (session, start, stop)
412 412 else:
413 413 lineclause = "line>=?"
414 414 params = (session, start)
415 415
416 416 return self._run_sql("WHERE session==? AND %s" % lineclause,
417 417 params, raw=raw, output=output)
418 418
419 419 def get_range_by_str(self, rangestr, raw=True, output=False):
420 420 """Get lines of history from a string of ranges, as used by magic
421 421 commands %hist, %save, %macro, etc.
422 422
423 423 Parameters
424 424 ----------
425 425 rangestr : str
426 426 A string specifying ranges, e.g. "5 ~2/1-4". See
427 427 :func:`magic_history` for full details.
428 428 raw, output : bool
429 429 As :meth:`get_range`
430 430
431 431 Returns
432 432 -------
433 433 Tuples as :meth:`get_range`
434 434 """
435 435 for sess, s, e in extract_hist_ranges(rangestr):
436 436 for line in self.get_range(sess, s, e, raw=raw, output=output):
437 437 yield line
438 438
439 439
440 440 class HistoryManager(HistoryAccessor):
441 441 """A class to organize all history-related functionality in one place.
442 442 """
443 443 # Public interface
444 444
445 445 # An instance of the IPython shell we are attached to
446 446 shell = Instance('IPython.core.interactiveshell.InteractiveShellABC')
447 447 # Lists to hold processed and raw history. These start with a blank entry
448 448 # so that we can index them starting from 1
449 449 input_hist_parsed = List([""])
450 450 input_hist_raw = List([""])
451 451 # A list of directories visited during session
452 452 dir_hist = List()
453 453 def _dir_hist_default(self):
454 454 try:
455 455 return [py3compat.getcwd()]
456 456 except OSError:
457 457 return []
458 458
459 459 # A dict of output history, keyed with ints from the shell's
460 460 # execution count.
461 461 output_hist = Dict()
462 462 # The text/plain repr of outputs.
463 463 output_hist_reprs = Dict()
464 464
465 465 # The number of the current session in the history database
466 466 session_number = Integer()
467 467
468 468 db_log_output = Bool(False, config=True,
469 469 help="Should the history database include output? (default: no)"
470 470 )
471 471 db_cache_size = Integer(0, config=True,
472 472 help="Write to database every x commands (higher values save disk access & power).\n"
473 473 "Values of 1 or less effectively disable caching."
474 474 )
475 475 # The input and output caches
476 476 db_input_cache = List()
477 477 db_output_cache = List()
478 478
479 479 # History saving in separate thread
480 480 save_thread = Instance('IPython.core.history.HistorySavingThread')
481 481 try: # Event is a function returning an instance of _Event...
482 482 save_flag = Instance(threading._Event)
483 483 except AttributeError: # ...until Python 3.3, when it's a class.
484 484 save_flag = Instance(threading.Event)
485 485
486 486 # Private interface
487 487 # Variables used to store the three last inputs from the user. On each new
488 488 # history update, we populate the user's namespace with these, shifted as
489 489 # necessary.
490 490 _i00 = Unicode(u'')
491 491 _i = Unicode(u'')
492 492 _ii = Unicode(u'')
493 493 _iii = Unicode(u'')
494 494
495 495 # A regex matching all forms of the exit command, so that we don't store
496 496 # them in the history (it's annoying to rewind the first entry and land on
497 497 # an exit call).
498 498 _exit_re = re.compile(r"(exit|quit)(\s*\(.*\))?$")
499 499
500 500 def __init__(self, shell=None, config=None, **traits):
501 501 """Create a new history manager associated with a shell instance.
502 502 """
503 503 # We need a pointer back to the shell for various tasks.
504 504 super(HistoryManager, self).__init__(shell=shell, config=config,
505 505 **traits)
506 506 self.save_flag = threading.Event()
507 507 self.db_input_cache_lock = threading.Lock()
508 508 self.db_output_cache_lock = threading.Lock()
509 509 if self.enabled and self.hist_file != ':memory:':
510 510 self.save_thread = HistorySavingThread(self)
511 511 self.save_thread.start()
512 512
513 513 self.new_session()
514 514
515 515 def _get_hist_file_name(self, profile=None):
516 516 """Get default history file name based on the Shell's profile.
517 517
518 518 The profile parameter is ignored, but must exist for compatibility with
519 519 the parent class."""
520 520 profile_dir = self.shell.profile_dir.location
521 521 return os.path.join(profile_dir, 'history.sqlite')
522 522
523 523 @needs_sqlite
524 524 def new_session(self, conn=None):
525 525 """Get a new session number."""
526 526 if conn is None:
527 527 conn = self.db
528 528
529 529 with conn:
530 530 cur = conn.execute("""INSERT INTO sessions VALUES (NULL, ?, NULL,
531 531 NULL, "") """, (datetime.datetime.now(),))
532 532 self.session_number = cur.lastrowid
533 533
534 534 def end_session(self):
535 535 """Close the database session, filling in the end time and line count."""
536 536 self.writeout_cache()
537 537 with self.db:
538 538 self.db.execute("""UPDATE sessions SET end=?, num_cmds=? WHERE
539 539 session==?""", (datetime.datetime.now(),
540 540 len(self.input_hist_parsed)-1, self.session_number))
541 541 self.session_number = 0
542 542
543 543 def name_session(self, name):
544 544 """Give the current session a name in the history database."""
545 545 with self.db:
546 546 self.db.execute("UPDATE sessions SET remark=? WHERE session==?",
547 547 (name, self.session_number))
548 548
549 549 def reset(self, new_session=True):
550 550 """Clear the session history, releasing all object references, and
551 551 optionally open a new session."""
552 552 self.output_hist.clear()
553 553 # The directory history can't be completely empty
554 554 self.dir_hist[:] = [py3compat.getcwd()]
555 555
556 556 if new_session:
557 557 if self.session_number:
558 558 self.end_session()
559 559 self.input_hist_parsed[:] = [""]
560 560 self.input_hist_raw[:] = [""]
561 561 self.new_session()
562 562
563 563 # ------------------------------
564 564 # Methods for retrieving history
565 565 # ------------------------------
566 566 def get_session_info(self, session=0):
567 567 """Get info about a session.
568 568
569 569 Parameters
570 570 ----------
571 571
572 572 session : int
573 573 Session number to retrieve. The current session is 0, and negative
574 574 numbers count back from current session, so -1 is the previous session.
575 575
576 576 Returns
577 577 -------
578 578
579 579 session_id : int
580 580 Session ID number
581 581 start : datetime
582 582 Timestamp for the start of the session.
583 583 end : datetime
584 584 Timestamp for the end of the session, or None if IPython crashed.
585 585 num_cmds : int
586 586 Number of commands run, or None if IPython crashed.
587 587 remark : unicode
588 588 A manually set description.
589 589 """
590 590 if session <= 0:
591 591 session += self.session_number
592 592
593 593 return super(HistoryManager, self).get_session_info(session=session)
594 594
595 595 def _get_range_session(self, start=1, stop=None, raw=True, output=False):
596 596 """Get input and output history from the current session. Called by
597 597 get_range, and takes similar parameters."""
598 598 input_hist = self.input_hist_raw if raw else self.input_hist_parsed
599 599
600 600 n = len(input_hist)
601 601 if start < 0:
602 602 start += n
603 603 if not stop or (stop > n):
604 604 stop = n
605 605 elif stop < 0:
606 606 stop += n
607 607
608 608 for i in range(start, stop):
609 609 if output:
610 610 line = (input_hist[i], self.output_hist_reprs.get(i))
611 611 else:
612 612 line = input_hist[i]
613 613 yield (0, i, line)
614 614
615 615 def get_range(self, session=0, start=1, stop=None, raw=True,output=False):
616 616 """Retrieve input by session.
617 617
618 618 Parameters
619 619 ----------
620 620 session : int
621 621 Session number to retrieve. The current session is 0, and negative
622 622 numbers count back from current session, so -1 is previous session.
623 623 start : int
624 624 First line to retrieve.
625 625 stop : int
626 626 End of line range (excluded from output itself). If None, retrieve
627 627 to the end of the session.
628 628 raw : bool
629 629 If True, return untranslated input
630 630 output : bool
631 631 If True, attempt to include output. This will be 'real' Python
632 632 objects for the current session, or text reprs from previous
633 633 sessions if db_log_output was enabled at the time. Where no output
634 634 is found, None is used.
635 635
636 636 Returns
637 637 -------
638 638 entries
639 639 An iterator over the desired lines. Each line is a 3-tuple, either
640 640 (session, line, input) if output is False, or
641 641 (session, line, (input, output)) if output is True.
642 642 """
643 643 if session <= 0:
644 644 session += self.session_number
645 645 if session==self.session_number: # Current session
646 646 return self._get_range_session(start, stop, raw, output)
647 647 return super(HistoryManager, self).get_range(session, start, stop, raw,
648 648 output)
649 649
650 650 ## ----------------------------
651 651 ## Methods for storing history:
652 652 ## ----------------------------
653 653 def store_inputs(self, line_num, source, source_raw=None):
654 654 """Store source and raw input in history and create input cache
655 655 variables ``_i*``.
656 656
657 657 Parameters
658 658 ----------
659 659 line_num : int
660 660 The prompt number of this input.
661 661
662 662 source : str
663 663 Python input.
664 664
665 665 source_raw : str, optional
666 666 If given, this is the raw input without any IPython transformations
667 667 applied to it. If not given, ``source`` is used.
668 668 """
669 669 if source_raw is None:
670 670 source_raw = source
671 671 source = source.rstrip('\n')
672 672 source_raw = source_raw.rstrip('\n')
673 673
674 674 # do not store exit/quit commands
675 675 if self._exit_re.match(source_raw.strip()):
676 676 return
677 677
678 678 self.input_hist_parsed.append(source)
679 679 self.input_hist_raw.append(source_raw)
680 680
681 681 with self.db_input_cache_lock:
682 682 self.db_input_cache.append((line_num, source, source_raw))
683 683 # Trigger to flush cache and write to DB.
684 684 if len(self.db_input_cache) >= self.db_cache_size:
685 685 self.save_flag.set()
686 686
687 687 # update the auto _i variables
688 688 self._iii = self._ii
689 689 self._ii = self._i
690 690 self._i = self._i00
691 691 self._i00 = source_raw
692 692
693 693 # hackish access to user namespace to create _i1,_i2... dynamically
694 694 new_i = '_i%s' % line_num
695 695 to_main = {'_i': self._i,
696 696 '_ii': self._ii,
697 697 '_iii': self._iii,
698 698 new_i : self._i00 }
699 699
700 700 if self.shell is not None:
701 701 self.shell.push(to_main, interactive=False)
702 702
703 703 def store_output(self, line_num):
704 704 """If database output logging is enabled, this saves all the
705 705 outputs from the indicated prompt number to the database. It's
706 706 called by run_cell after code has been executed.
707 707
708 708 Parameters
709 709 ----------
710 710 line_num : int
711 711 The line number from which to save outputs
712 712 """
713 713 if (not self.db_log_output) or (line_num not in self.output_hist_reprs):
714 714 return
715 715 output = self.output_hist_reprs[line_num]
716 716
717 717 with self.db_output_cache_lock:
718 718 self.db_output_cache.append((line_num, output))
719 719 if self.db_cache_size <= 1:
720 720 self.save_flag.set()
721 721
722 722 def _writeout_input_cache(self, conn):
723 723 with conn:
724 724 for line in self.db_input_cache:
725 725 conn.execute("INSERT INTO history VALUES (?, ?, ?, ?)",
726 726 (self.session_number,)+line)
727 727
728 728 def _writeout_output_cache(self, conn):
729 729 with conn:
730 730 for line in self.db_output_cache:
731 731 conn.execute("INSERT INTO output_history VALUES (?, ?, ?)",
732 732 (self.session_number,)+line)
733 733
734 734 @needs_sqlite
735 735 def writeout_cache(self, conn=None):
736 736 """Write any entries in the cache to the database."""
737 737 if conn is None:
738 738 conn = self.db
739 739
740 740 with self.db_input_cache_lock:
741 741 try:
742 742 self._writeout_input_cache(conn)
743 743 except sqlite3.IntegrityError:
744 744 self.new_session(conn)
745 745 print("ERROR! Session/line number was not unique in",
746 746 "database. History logging moved to new session",
747 747 self.session_number)
748 748 try:
749 749 # Try writing to the new session. If this fails, don't
750 750 # recurse
751 751 self._writeout_input_cache(conn)
752 752 except sqlite3.IntegrityError:
753 753 pass
754 754 finally:
755 755 self.db_input_cache = []
756 756
757 757 with self.db_output_cache_lock:
758 758 try:
759 759 self._writeout_output_cache(conn)
760 760 except sqlite3.IntegrityError:
761 761 print("!! Session/line number for output was not unique",
762 762 "in database. Output will not be stored.")
763 763 finally:
764 764 self.db_output_cache = []
765 765
766 766
767 767 class HistorySavingThread(threading.Thread):
768 768 """This thread takes care of writing history to the database, so that
769 769 the UI isn't held up while that happens.
770 770
771 771 It waits for the HistoryManager's save_flag to be set, then writes out
772 772 the history cache. The main thread is responsible for setting the flag when
773 773 the cache size reaches a defined threshold."""
774 774 daemon = True
775 775 stop_now = False
776 776 enabled = True
777 777 def __init__(self, history_manager):
778 778 super(HistorySavingThread, self).__init__(name="IPythonHistorySavingThread")
779 779 self.history_manager = history_manager
780 780 self.enabled = history_manager.enabled
781 781 atexit.register(self.stop)
782 782
783 783 @needs_sqlite
784 784 def run(self):
785 785 # We need a separate db connection per thread:
786 786 try:
787 787 self.db = sqlite3.connect(self.history_manager.hist_file,
788 788 **self.history_manager.connection_options
789 789 )
790 790 while True:
791 791 self.history_manager.save_flag.wait()
792 792 if self.stop_now:
793 793 self.db.close()
794 794 return
795 795 self.history_manager.save_flag.clear()
796 796 self.history_manager.writeout_cache(self.db)
797 797 except Exception as e:
798 798 print(("The history saving thread hit an unexpected error (%s)."
799 799 "History will not be written to the database.") % repr(e))
800 800
801 801 def stop(self):
802 802 """This can be called from the main thread to safely stop this thread.
803 803
804 804 Note that it does not attempt to write out remaining history before
805 805 exiting. That should be done by calling the HistoryManager's
806 806 end_session method."""
807 807 self.stop_now = True
808 808 self.history_manager.save_flag.set()
809 809 self.join()
810 810
811 811
812 812 # To match, e.g. ~5/8-~2/3
813 813 range_re = re.compile(r"""
814 814 ((?P<startsess>~?\d+)/)?
815 815 (?P<start>\d+)?
816 816 ((?P<sep>[\-:])
817 817 ((?P<endsess>~?\d+)/)?
818 818 (?P<end>\d+))?
819 819 $""", re.VERBOSE)
820 820
821 821
822 822 def extract_hist_ranges(ranges_str):
823 823 """Turn a string of history ranges into 3-tuples of (session, start, stop).
824 824
825 825 Examples
826 826 --------
827 827 >>> list(extract_hist_ranges("~8/5-~7/4 2"))
828 828 [(-8, 5, None), (-7, 1, 5), (0, 2, 3)]
829 829 """
830 830 for range_str in ranges_str.split():
831 831 rmatch = range_re.match(range_str)
832 832 if not rmatch:
833 833 continue
834 834 start = rmatch.group("start")
835 835 if start:
836 836 start = int(start)
837 837 end = rmatch.group("end")
838 838 # If no end specified, get (a, a + 1)
839 839 end = int(end) if end else start + 1
840 840 else: # start not specified
841 841 if not rmatch.group('startsess'): # no startsess
842 842 continue
843 843 start = 1
844 844 end = None # provide the entire session hist
845 845
846 846 if rmatch.group("sep") == "-": # 1-3 == 1:4 --> [1, 2, 3]
847 847 end += 1
848 848 startsess = rmatch.group("startsess") or "0"
849 849 endsess = rmatch.group("endsess") or startsess
850 850 startsess = int(startsess.replace("~","-"))
851 851 endsess = int(endsess.replace("~","-"))
852 852 assert endsess >= startsess, "start session must be earlier than end session"
853 853
854 854 if endsess == startsess:
855 855 yield (startsess, start, end)
856 856 continue
857 857 # Multiple sessions in one range:
858 858 yield (startsess, start, None)
859 859 for sess in range(startsess+1, endsess):
860 860 yield (sess, 1, None)
861 861 yield (endsess, 1, end)
862 862
863 863
864 864 def _format_lineno(session, line):
865 865 """Helper function to format line numbers properly."""
866 866 if session == 0:
867 867 return str(line)
868 868 return "%s#%s" % (session, line)
869 869
870 870
@@ -1,3391 +1,3392
1 1 # -*- coding: utf-8 -*-
2 2 """Main IPython class."""
3 3
4 4 #-----------------------------------------------------------------------------
5 5 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de>
6 6 # Copyright (C) 2001-2007 Fernando Perez. <fperez@colorado.edu>
7 7 # Copyright (C) 2008-2011 The IPython Development Team
8 8 #
9 9 # Distributed under the terms of the BSD License. The full license is in
10 10 # the file COPYING, distributed as part of this software.
11 11 #-----------------------------------------------------------------------------
12 12
13 13 from __future__ import absolute_import, print_function
14 14
15 15 import __future__
16 16 import abc
17 17 import ast
18 18 import atexit
19 19 import functools
20 20 import os
21 21 import re
22 22 import runpy
23 23 import sys
24 24 import tempfile
25 25 import traceback
26 26 import types
27 27 import subprocess
28 28 from io import open as io_open
29 29
30 from pickleshare import PickleShareDB
31
30 32 from IPython.config.configurable import SingletonConfigurable
31 33 from IPython.core import debugger, oinspect
32 34 from IPython.core import magic
33 35 from IPython.core import page
34 36 from IPython.core import prefilter
35 37 from IPython.core import shadowns
36 38 from IPython.core import ultratb
37 39 from IPython.core.alias import Alias, AliasManager
38 40 from IPython.core.autocall import ExitAutocall
39 41 from IPython.core.builtin_trap import BuiltinTrap
40 42 from IPython.core.events import EventManager, available_events
41 43 from IPython.core.compilerop import CachingCompiler, check_linecache_ipython
42 44 from IPython.core.display_trap import DisplayTrap
43 45 from IPython.core.displayhook import DisplayHook
44 46 from IPython.core.displaypub import DisplayPublisher
45 47 from IPython.core.error import InputRejected, UsageError
46 48 from IPython.core.extensions import ExtensionManager
47 49 from IPython.core.formatters import DisplayFormatter
48 50 from IPython.core.history import HistoryManager
49 51 from IPython.core.inputsplitter import IPythonInputSplitter, ESC_MAGIC, ESC_MAGIC2
50 52 from IPython.core.logger import Logger
51 53 from IPython.core.macro import Macro
52 54 from IPython.core.payload import PayloadManager
53 55 from IPython.core.prefilter import PrefilterManager
54 56 from IPython.core.profiledir import ProfileDir
55 57 from IPython.core.prompts import PromptManager
56 58 from IPython.core.usage import default_banner
57 59 from IPython.testing.skipdoctest import skip_doctest
58 60 from IPython.utils import PyColorize
59 61 from IPython.utils import io
60 62 from IPython.utils import py3compat
61 63 from IPython.utils import openpy
62 64 from IPython.utils.decorators import undoc
63 65 from IPython.utils.io import ask_yes_no
64 66 from IPython.utils.ipstruct import Struct
65 67 from IPython.utils.path import get_home_dir, get_ipython_dir, get_py_filename, unquote_filename, ensure_dir_exists
66 from IPython.utils.pickleshare import PickleShareDB
67 68 from IPython.utils.process import system, getoutput
68 69 from IPython.utils.py3compat import (builtin_mod, unicode_type, string_types,
69 70 with_metaclass, iteritems)
70 71 from IPython.utils.strdispatch import StrDispatch
71 72 from IPython.utils.syspathcontext import prepended_to_syspath
72 73 from IPython.utils.text import (format_screen, LSString, SList,
73 74 DollarFormatter)
74 75 from IPython.utils.traitlets import (Integer, Bool, CBool, CaselessStrEnum, Enum,
75 76 List, Unicode, Instance, Type)
76 77 from IPython.utils.warn import warn, error
77 78 import IPython.core.hooks
78 79
79 80 #-----------------------------------------------------------------------------
80 81 # Globals
81 82 #-----------------------------------------------------------------------------
82 83
83 84 # compiled regexps for autoindent management
84 85 dedent_re = re.compile(r'^\s+raise|^\s+return|^\s+pass')
85 86
86 87 #-----------------------------------------------------------------------------
87 88 # Utilities
88 89 #-----------------------------------------------------------------------------
89 90
90 91 @undoc
91 92 def softspace(file, newvalue):
92 93 """Copied from code.py, to remove the dependency"""
93 94
94 95 oldvalue = 0
95 96 try:
96 97 oldvalue = file.softspace
97 98 except AttributeError:
98 99 pass
99 100 try:
100 101 file.softspace = newvalue
101 102 except (AttributeError, TypeError):
102 103 # "attribute-less object" or "read-only attributes"
103 104 pass
104 105 return oldvalue
105 106
106 107 @undoc
107 108 def no_op(*a, **kw): pass
108 109
109 110 @undoc
110 111 class NoOpContext(object):
111 112 def __enter__(self): pass
112 113 def __exit__(self, type, value, traceback): pass
113 114 no_op_context = NoOpContext()
114 115
115 116 class SpaceInInput(Exception): pass
116 117
117 118 @undoc
118 119 class Bunch: pass
119 120
120 121
121 122 def get_default_colors():
122 123 if sys.platform=='darwin':
123 124 return "LightBG"
124 125 elif os.name=='nt':
125 126 return 'Linux'
126 127 else:
127 128 return 'Linux'
128 129
129 130
130 131 class SeparateUnicode(Unicode):
131 132 r"""A Unicode subclass to validate separate_in, separate_out, etc.
132 133
133 134 This is a Unicode based trait that converts '0'->'' and ``'\\n'->'\n'``.
134 135 """
135 136
136 137 def validate(self, obj, value):
137 138 if value == '0': value = ''
138 139 value = value.replace('\\n','\n')
139 140 return super(SeparateUnicode, self).validate(obj, value)
140 141
141 142
142 143 class ReadlineNoRecord(object):
143 144 """Context manager to execute some code, then reload readline history
144 145 so that interactive input to the code doesn't appear when pressing up."""
145 146 def __init__(self, shell):
146 147 self.shell = shell
147 148 self._nested_level = 0
148 149
149 150 def __enter__(self):
150 151 if self._nested_level == 0:
151 152 try:
152 153 self.orig_length = self.current_length()
153 154 self.readline_tail = self.get_readline_tail()
154 155 except (AttributeError, IndexError): # Can fail with pyreadline
155 156 self.orig_length, self.readline_tail = 999999, []
156 157 self._nested_level += 1
157 158
158 159 def __exit__(self, type, value, traceback):
159 160 self._nested_level -= 1
160 161 if self._nested_level == 0:
161 162 # Try clipping the end if it's got longer
162 163 try:
163 164 e = self.current_length() - self.orig_length
164 165 if e > 0:
165 166 for _ in range(e):
166 167 self.shell.readline.remove_history_item(self.orig_length)
167 168
168 169 # If it still doesn't match, just reload readline history.
169 170 if self.current_length() != self.orig_length \
170 171 or self.get_readline_tail() != self.readline_tail:
171 172 self.shell.refill_readline_hist()
172 173 except (AttributeError, IndexError):
173 174 pass
174 175 # Returning False will cause exceptions to propagate
175 176 return False
176 177
177 178 def current_length(self):
178 179 return self.shell.readline.get_current_history_length()
179 180
180 181 def get_readline_tail(self, n=10):
181 182 """Get the last n items in readline history."""
182 183 end = self.shell.readline.get_current_history_length() + 1
183 184 start = max(end-n, 1)
184 185 ghi = self.shell.readline.get_history_item
185 186 return [ghi(x) for x in range(start, end)]
186 187
187 188
188 189 @undoc
189 190 class DummyMod(object):
190 191 """A dummy module used for IPython's interactive module when
191 192 a namespace must be assigned to the module's __dict__."""
192 193 pass
193 194
194 195
195 196 class ExecutionResult(object):
196 197 """The result of a call to :meth:`InteractiveShell.run_cell`
197 198
198 199 Stores information about what took place.
199 200 """
200 201 execution_count = None
201 202 error_before_exec = None
202 203 error_in_exec = None
203 204 result = None
204 205
205 206 @property
206 207 def success(self):
207 208 return (self.error_before_exec is None) and (self.error_in_exec is None)
208 209
209 210
210 211 class InteractiveShell(SingletonConfigurable):
211 212 """An enhanced, interactive shell for Python."""
212 213
213 214 _instance = None
214 215
215 216 ast_transformers = List([], config=True, help=
216 217 """
217 218 A list of ast.NodeTransformer subclass instances, which will be applied
218 219 to user input before code is run.
219 220 """
220 221 )
221 222
222 223 autocall = Enum((0,1,2), default_value=0, config=True, help=
223 224 """
224 225 Make IPython automatically call any callable object even if you didn't
225 226 type explicit parentheses. For example, 'str 43' becomes 'str(43)'
226 227 automatically. The value can be '0' to disable the feature, '1' for
227 228 'smart' autocall, where it is not applied if there are no more
228 229 arguments on the line, and '2' for 'full' autocall, where all callable
229 230 objects are automatically called (even if no arguments are present).
230 231 """
231 232 )
232 233 # TODO: remove all autoindent logic and put into frontends.
233 234 # We can't do this yet because even runlines uses the autoindent.
234 235 autoindent = CBool(True, config=True, help=
235 236 """
236 237 Autoindent IPython code entered interactively.
237 238 """
238 239 )
239 240 automagic = CBool(True, config=True, help=
240 241 """
241 242 Enable magic commands to be called without the leading %.
242 243 """
243 244 )
244 245
245 246 banner1 = Unicode(default_banner, config=True,
246 247 help="""The part of the banner to be printed before the profile"""
247 248 )
248 249 banner2 = Unicode('', config=True,
249 250 help="""The part of the banner to be printed after the profile"""
250 251 )
251 252
252 253 cache_size = Integer(1000, config=True, help=
253 254 """
254 255 Set the size of the output cache. The default is 1000, you can
255 256 change it permanently in your config file. Setting it to 0 completely
256 257 disables the caching system, and the minimum value accepted is 20 (if
257 258 you provide a value less than 20, it is reset to 0 and a warning is
258 259 issued). This limit is defined because otherwise you'll spend more
259 260 time re-flushing a too small cache than working
260 261 """
261 262 )
262 263 color_info = CBool(True, config=True, help=
263 264 """
264 265 Use colors for displaying information about objects. Because this
265 266 information is passed through a pager (like 'less'), and some pagers
266 267 get confused with color codes, this capability can be turned off.
267 268 """
268 269 )
269 270 colors = CaselessStrEnum(('NoColor','LightBG','Linux'),
270 271 default_value=get_default_colors(), config=True,
271 272 help="Set the color scheme (NoColor, Linux, or LightBG)."
272 273 )
273 274 colors_force = CBool(False, help=
274 275 """
275 276 Force use of ANSI color codes, regardless of OS and readline
276 277 availability.
277 278 """
278 279 # FIXME: This is essentially a hack to allow ZMQShell to show colors
279 280 # without readline on Win32. When the ZMQ formatting system is
280 281 # refactored, this should be removed.
281 282 )
282 283 debug = CBool(False, config=True)
283 284 deep_reload = CBool(False, config=True, help=
284 285 """
285 286 Enable deep (recursive) reloading by default. IPython can use the
286 287 deep_reload module which reloads changes in modules recursively (it
287 288 replaces the reload() function, so you don't need to change anything to
288 289 use it). deep_reload() forces a full reload of modules whose code may
289 290 have changed, which the default reload() function does not. When
290 291 deep_reload is off, IPython will use the normal reload(), but
291 292 deep_reload will still be available as dreload().
292 293 """
293 294 )
294 295 disable_failing_post_execute = CBool(False, config=True,
295 296 help="Don't call post-execute functions that have failed in the past."
296 297 )
297 298 display_formatter = Instance(DisplayFormatter)
298 299 displayhook_class = Type(DisplayHook)
299 300 display_pub_class = Type(DisplayPublisher)
300 301 data_pub_class = None
301 302
302 303 exit_now = CBool(False)
303 304 exiter = Instance(ExitAutocall)
304 305 def _exiter_default(self):
305 306 return ExitAutocall(self)
306 307 # Monotonically increasing execution counter
307 308 execution_count = Integer(1)
308 309 filename = Unicode("<ipython console>")
309 310 ipython_dir= Unicode('', config=True) # Set to get_ipython_dir() in __init__
310 311
311 312 # Input splitter, to transform input line by line and detect when a block
312 313 # is ready to be executed.
313 314 input_splitter = Instance('IPython.core.inputsplitter.IPythonInputSplitter',
314 315 (), {'line_input_checker': True})
315 316
316 317 # This InputSplitter instance is used to transform completed cells before
317 318 # running them. It allows cell magics to contain blank lines.
318 319 input_transformer_manager = Instance('IPython.core.inputsplitter.IPythonInputSplitter',
319 320 (), {'line_input_checker': False})
320 321
321 322 logstart = CBool(False, config=True, help=
322 323 """
323 324 Start logging to the default log file in overwrite mode.
324 325 Use `logappend` to specify a log file to **append** logs to.
325 326 """
326 327 )
327 328 logfile = Unicode('', config=True, help=
328 329 """
329 330 The name of the logfile to use.
330 331 """
331 332 )
332 333 logappend = Unicode('', config=True, help=
333 334 """
334 335 Start logging to the given file in append mode.
335 336 Use `logfile` to specify a log file to **overwrite** logs to.
336 337 """
337 338 )
338 339 object_info_string_level = Enum((0,1,2), default_value=0,
339 340 config=True)
340 341 pdb = CBool(False, config=True, help=
341 342 """
342 343 Automatically call the pdb debugger after every exception.
343 344 """
344 345 )
345 346 multiline_history = CBool(sys.platform != 'win32', config=True,
346 347 help="Save multi-line entries as one entry in readline history"
347 348 )
348 349 display_page = Bool(False, config=True,
349 350 help="""If True, anything that would be passed to the pager
350 351 will be displayed as regular output instead."""
351 352 )
352 353
353 354 # deprecated prompt traits:
354 355
355 356 prompt_in1 = Unicode('In [\\#]: ', config=True,
356 357 help="Deprecated, use PromptManager.in_template")
357 358 prompt_in2 = Unicode(' .\\D.: ', config=True,
358 359 help="Deprecated, use PromptManager.in2_template")
359 360 prompt_out = Unicode('Out[\\#]: ', config=True,
360 361 help="Deprecated, use PromptManager.out_template")
361 362 prompts_pad_left = CBool(True, config=True,
362 363 help="Deprecated, use PromptManager.justify")
363 364
364 365 def _prompt_trait_changed(self, name, old, new):
365 366 table = {
366 367 'prompt_in1' : 'in_template',
367 368 'prompt_in2' : 'in2_template',
368 369 'prompt_out' : 'out_template',
369 370 'prompts_pad_left' : 'justify',
370 371 }
371 372 warn("InteractiveShell.{name} is deprecated, use PromptManager.{newname}".format(
372 373 name=name, newname=table[name])
373 374 )
374 375 # protect against weird cases where self.config may not exist:
375 376 if self.config is not None:
376 377 # propagate to corresponding PromptManager trait
377 378 setattr(self.config.PromptManager, table[name], new)
378 379
379 380 _prompt_in1_changed = _prompt_trait_changed
380 381 _prompt_in2_changed = _prompt_trait_changed
381 382 _prompt_out_changed = _prompt_trait_changed
382 383 _prompt_pad_left_changed = _prompt_trait_changed
383 384
384 385 show_rewritten_input = CBool(True, config=True,
385 386 help="Show rewritten input, e.g. for autocall."
386 387 )
387 388
388 389 quiet = CBool(False, config=True)
389 390
390 391 history_length = Integer(10000, config=True)
391 392
392 393 # The readline stuff will eventually be moved to the terminal subclass
393 394 # but for now, we can't do that as readline is welded in everywhere.
394 395 readline_use = CBool(True, config=True)
395 396 readline_remove_delims = Unicode('-/~', config=True)
396 397 readline_delims = Unicode() # set by init_readline()
397 398 # don't use \M- bindings by default, because they
398 399 # conflict with 8-bit encodings. See gh-58,gh-88
399 400 readline_parse_and_bind = List([
400 401 'tab: complete',
401 402 '"\C-l": clear-screen',
402 403 'set show-all-if-ambiguous on',
403 404 '"\C-o": tab-insert',
404 405 '"\C-r": reverse-search-history',
405 406 '"\C-s": forward-search-history',
406 407 '"\C-p": history-search-backward',
407 408 '"\C-n": history-search-forward',
408 409 '"\e[A": history-search-backward',
409 410 '"\e[B": history-search-forward',
410 411 '"\C-k": kill-line',
411 412 '"\C-u": unix-line-discard',
412 413 ], config=True)
413 414
414 415 _custom_readline_config = False
415 416
416 417 def _readline_parse_and_bind_changed(self, name, old, new):
417 418 # notice that readline config is customized
418 419 # indicates that it should have higher priority than inputrc
419 420 self._custom_readline_config = True
420 421
421 422 ast_node_interactivity = Enum(['all', 'last', 'last_expr', 'none'],
422 423 default_value='last_expr', config=True,
423 424 help="""
424 425 'all', 'last', 'last_expr' or 'none', specifying which nodes should be
425 426 run interactively (displaying output from expressions).""")
426 427
427 428 # TODO: this part of prompt management should be moved to the frontends.
428 429 # Use custom TraitTypes that convert '0'->'' and '\\n'->'\n'
429 430 separate_in = SeparateUnicode('\n', config=True)
430 431 separate_out = SeparateUnicode('', config=True)
431 432 separate_out2 = SeparateUnicode('', config=True)
432 433 wildcards_case_sensitive = CBool(True, config=True)
433 434 xmode = CaselessStrEnum(('Context','Plain', 'Verbose'),
434 435 default_value='Context', config=True)
435 436
436 437 # Subcomponents of InteractiveShell
437 438 alias_manager = Instance('IPython.core.alias.AliasManager')
438 439 prefilter_manager = Instance('IPython.core.prefilter.PrefilterManager')
439 440 builtin_trap = Instance('IPython.core.builtin_trap.BuiltinTrap')
440 441 display_trap = Instance('IPython.core.display_trap.DisplayTrap')
441 442 extension_manager = Instance('IPython.core.extensions.ExtensionManager')
442 443 payload_manager = Instance('IPython.core.payload.PayloadManager')
443 444 history_manager = Instance('IPython.core.history.HistoryAccessorBase')
444 445 magics_manager = Instance('IPython.core.magic.MagicsManager')
445 446
446 447 profile_dir = Instance('IPython.core.application.ProfileDir')
447 448 @property
448 449 def profile(self):
449 450 if self.profile_dir is not None:
450 451 name = os.path.basename(self.profile_dir.location)
451 452 return name.replace('profile_','')
452 453
453 454
454 455 # Private interface
455 456 _post_execute = Instance(dict)
456 457
457 458 # Tracks any GUI loop loaded for pylab
458 459 pylab_gui_select = None
459 460
460 461 def __init__(self, ipython_dir=None, profile_dir=None,
461 462 user_module=None, user_ns=None,
462 463 custom_exceptions=((), None), **kwargs):
463 464
464 465 # This is where traits with a config_key argument are updated
465 466 # from the values on config.
466 467 super(InteractiveShell, self).__init__(**kwargs)
467 468 self.configurables = [self]
468 469
469 470 # These are relatively independent and stateless
470 471 self.init_ipython_dir(ipython_dir)
471 472 self.init_profile_dir(profile_dir)
472 473 self.init_instance_attrs()
473 474 self.init_environment()
474 475
475 476 # Check if we're in a virtualenv, and set up sys.path.
476 477 self.init_virtualenv()
477 478
478 479 # Create namespaces (user_ns, user_global_ns, etc.)
479 480 self.init_create_namespaces(user_module, user_ns)
480 481 # This has to be done after init_create_namespaces because it uses
481 482 # something in self.user_ns, but before init_sys_modules, which
482 483 # is the first thing to modify sys.
483 484 # TODO: When we override sys.stdout and sys.stderr before this class
484 485 # is created, we are saving the overridden ones here. Not sure if this
485 486 # is what we want to do.
486 487 self.save_sys_module_state()
487 488 self.init_sys_modules()
488 489
489 490 # While we're trying to have each part of the code directly access what
490 491 # it needs without keeping redundant references to objects, we have too
491 492 # much legacy code that expects ip.db to exist.
492 493 self.db = PickleShareDB(os.path.join(self.profile_dir.location, 'db'))
493 494
494 495 self.init_history()
495 496 self.init_encoding()
496 497 self.init_prefilter()
497 498
498 499 self.init_syntax_highlighting()
499 500 self.init_hooks()
500 501 self.init_events()
501 502 self.init_pushd_popd_magic()
502 503 # self.init_traceback_handlers use to be here, but we moved it below
503 504 # because it and init_io have to come after init_readline.
504 505 self.init_user_ns()
505 506 self.init_logger()
506 507 self.init_builtins()
507 508
508 509 # The following was in post_config_initialization
509 510 self.init_inspector()
510 511 # init_readline() must come before init_io(), because init_io uses
511 512 # readline related things.
512 513 self.init_readline()
513 514 # We save this here in case user code replaces raw_input, but it needs
514 515 # to be after init_readline(), because PyPy's readline works by replacing
515 516 # raw_input.
516 517 if py3compat.PY3:
517 518 self.raw_input_original = input
518 519 else:
519 520 self.raw_input_original = raw_input
520 521 # init_completer must come after init_readline, because it needs to
521 522 # know whether readline is present or not system-wide to configure the
522 523 # completers, since the completion machinery can now operate
523 524 # independently of readline (e.g. over the network)
524 525 self.init_completer()
525 526 # TODO: init_io() needs to happen before init_traceback handlers
526 527 # because the traceback handlers hardcode the stdout/stderr streams.
527 528 # This logic in in debugger.Pdb and should eventually be changed.
528 529 self.init_io()
529 530 self.init_traceback_handlers(custom_exceptions)
530 531 self.init_prompts()
531 532 self.init_display_formatter()
532 533 self.init_display_pub()
533 534 self.init_data_pub()
534 535 self.init_displayhook()
535 536 self.init_magics()
536 537 self.init_alias()
537 538 self.init_logstart()
538 539 self.init_pdb()
539 540 self.init_extension_manager()
540 541 self.init_payload()
541 542 self.hooks.late_startup_hook()
542 543 self.events.trigger('shell_initialized', self)
543 544 atexit.register(self.atexit_operations)
544 545
545 546 def get_ipython(self):
546 547 """Return the currently running IPython instance."""
547 548 return self
548 549
549 550 #-------------------------------------------------------------------------
550 551 # Trait changed handlers
551 552 #-------------------------------------------------------------------------
552 553
553 554 def _ipython_dir_changed(self, name, new):
554 555 ensure_dir_exists(new)
555 556
556 557 def set_autoindent(self,value=None):
557 558 """Set the autoindent flag, checking for readline support.
558 559
559 560 If called with no arguments, it acts as a toggle."""
560 561
561 562 if value != 0 and not self.has_readline:
562 563 if os.name == 'posix':
563 564 warn("The auto-indent feature requires the readline library")
564 565 self.autoindent = 0
565 566 return
566 567 if value is None:
567 568 self.autoindent = not self.autoindent
568 569 else:
569 570 self.autoindent = value
570 571
571 572 #-------------------------------------------------------------------------
572 573 # init_* methods called by __init__
573 574 #-------------------------------------------------------------------------
574 575
575 576 def init_ipython_dir(self, ipython_dir):
576 577 if ipython_dir is not None:
577 578 self.ipython_dir = ipython_dir
578 579 return
579 580
580 581 self.ipython_dir = get_ipython_dir()
581 582
582 583 def init_profile_dir(self, profile_dir):
583 584 if profile_dir is not None:
584 585 self.profile_dir = profile_dir
585 586 return
586 587 self.profile_dir =\
587 588 ProfileDir.create_profile_dir_by_name(self.ipython_dir, 'default')
588 589
589 590 def init_instance_attrs(self):
590 591 self.more = False
591 592
592 593 # command compiler
593 594 self.compile = CachingCompiler()
594 595
595 596 # Make an empty namespace, which extension writers can rely on both
596 597 # existing and NEVER being used by ipython itself. This gives them a
597 598 # convenient location for storing additional information and state
598 599 # their extensions may require, without fear of collisions with other
599 600 # ipython names that may develop later.
600 601 self.meta = Struct()
601 602
602 603 # Temporary files used for various purposes. Deleted at exit.
603 604 self.tempfiles = []
604 605 self.tempdirs = []
605 606
606 607 # Keep track of readline usage (later set by init_readline)
607 608 self.has_readline = False
608 609
609 610 # keep track of where we started running (mainly for crash post-mortem)
610 611 # This is not being used anywhere currently.
611 612 self.starting_dir = py3compat.getcwd()
612 613
613 614 # Indentation management
614 615 self.indent_current_nsp = 0
615 616
616 617 # Dict to track post-execution functions that have been registered
617 618 self._post_execute = {}
618 619
619 620 def init_environment(self):
620 621 """Any changes we need to make to the user's environment."""
621 622 pass
622 623
623 624 def init_encoding(self):
624 625 # Get system encoding at startup time. Certain terminals (like Emacs
625 626 # under Win32 have it set to None, and we need to have a known valid
626 627 # encoding to use in the raw_input() method
627 628 try:
628 629 self.stdin_encoding = sys.stdin.encoding or 'ascii'
629 630 except AttributeError:
630 631 self.stdin_encoding = 'ascii'
631 632
632 633 def init_syntax_highlighting(self):
633 634 # Python source parser/formatter for syntax highlighting
634 635 pyformat = PyColorize.Parser().format
635 636 self.pycolorize = lambda src: pyformat(src,'str',self.colors)
636 637
637 638 def init_pushd_popd_magic(self):
638 639 # for pushd/popd management
639 640 self.home_dir = get_home_dir()
640 641
641 642 self.dir_stack = []
642 643
643 644 def init_logger(self):
644 645 self.logger = Logger(self.home_dir, logfname='ipython_log.py',
645 646 logmode='rotate')
646 647
647 648 def init_logstart(self):
648 649 """Initialize logging in case it was requested at the command line.
649 650 """
650 651 if self.logappend:
651 652 self.magic('logstart %s append' % self.logappend)
652 653 elif self.logfile:
653 654 self.magic('logstart %s' % self.logfile)
654 655 elif self.logstart:
655 656 self.magic('logstart')
656 657
657 658 def init_builtins(self):
658 659 # A single, static flag that we set to True. Its presence indicates
659 660 # that an IPython shell has been created, and we make no attempts at
660 661 # removing on exit or representing the existence of more than one
661 662 # IPython at a time.
662 663 builtin_mod.__dict__['__IPYTHON__'] = True
663 664
664 665 # In 0.11 we introduced '__IPYTHON__active' as an integer we'd try to
665 666 # manage on enter/exit, but with all our shells it's virtually
666 667 # impossible to get all the cases right. We're leaving the name in for
667 668 # those who adapted their codes to check for this flag, but will
668 669 # eventually remove it after a few more releases.
669 670 builtin_mod.__dict__['__IPYTHON__active'] = \
670 671 'Deprecated, check for __IPYTHON__'
671 672
672 673 self.builtin_trap = BuiltinTrap(shell=self)
673 674
674 675 def init_inspector(self):
675 676 # Object inspector
676 677 self.inspector = oinspect.Inspector(oinspect.InspectColors,
677 678 PyColorize.ANSICodeColors,
678 679 'NoColor',
679 680 self.object_info_string_level)
680 681
681 682 def init_io(self):
682 683 # This will just use sys.stdout and sys.stderr. If you want to
683 684 # override sys.stdout and sys.stderr themselves, you need to do that
684 685 # *before* instantiating this class, because io holds onto
685 686 # references to the underlying streams.
686 687 if (sys.platform == 'win32' or sys.platform == 'cli') and self.has_readline:
687 688 io.stdout = io.stderr = io.IOStream(self.readline._outputfile)
688 689 else:
689 690 io.stdout = io.IOStream(sys.stdout)
690 691 io.stderr = io.IOStream(sys.stderr)
691 692
692 693 def init_prompts(self):
693 694 self.prompt_manager = PromptManager(shell=self, parent=self)
694 695 self.configurables.append(self.prompt_manager)
695 696 # Set system prompts, so that scripts can decide if they are running
696 697 # interactively.
697 698 sys.ps1 = 'In : '
698 699 sys.ps2 = '...: '
699 700 sys.ps3 = 'Out: '
700 701
701 702 def init_display_formatter(self):
702 703 self.display_formatter = DisplayFormatter(parent=self)
703 704 self.configurables.append(self.display_formatter)
704 705
705 706 def init_display_pub(self):
706 707 self.display_pub = self.display_pub_class(parent=self)
707 708 self.configurables.append(self.display_pub)
708 709
709 710 def init_data_pub(self):
710 711 if not self.data_pub_class:
711 712 self.data_pub = None
712 713 return
713 714 self.data_pub = self.data_pub_class(parent=self)
714 715 self.configurables.append(self.data_pub)
715 716
716 717 def init_displayhook(self):
717 718 # Initialize displayhook, set in/out prompts and printing system
718 719 self.displayhook = self.displayhook_class(
719 720 parent=self,
720 721 shell=self,
721 722 cache_size=self.cache_size,
722 723 )
723 724 self.configurables.append(self.displayhook)
724 725 # This is a context manager that installs/revmoes the displayhook at
725 726 # the appropriate time.
726 727 self.display_trap = DisplayTrap(hook=self.displayhook)
727 728
728 729 def init_virtualenv(self):
729 730 """Add a virtualenv to sys.path so the user can import modules from it.
730 731 This isn't perfect: it doesn't use the Python interpreter with which the
731 732 virtualenv was built, and it ignores the --no-site-packages option. A
732 733 warning will appear suggesting the user installs IPython in the
733 734 virtualenv, but for many cases, it probably works well enough.
734 735
735 736 Adapted from code snippets online.
736 737
737 738 http://blog.ufsoft.org/2009/1/29/ipython-and-virtualenv
738 739 """
739 740 if 'VIRTUAL_ENV' not in os.environ:
740 741 # Not in a virtualenv
741 742 return
742 743
743 744 # venv detection:
744 745 # stdlib venv may symlink sys.executable, so we can't use realpath.
745 746 # but others can symlink *to* the venv Python, so we can't just use sys.executable.
746 747 # So we just check every item in the symlink tree (generally <= 3)
747 748 p = os.path.normcase(sys.executable)
748 749 paths = [p]
749 750 while os.path.islink(p):
750 751 p = os.path.normcase(os.path.join(os.path.dirname(p), os.readlink(p)))
751 752 paths.append(p)
752 753 p_venv = os.path.normcase(os.environ['VIRTUAL_ENV'])
753 754 if any(p.startswith(p_venv) for p in paths):
754 755 # Running properly in the virtualenv, don't need to do anything
755 756 return
756 757
757 758 warn("Attempting to work in a virtualenv. If you encounter problems, please "
758 759 "install IPython inside the virtualenv.")
759 760 if sys.platform == "win32":
760 761 virtual_env = os.path.join(os.environ['VIRTUAL_ENV'], 'Lib', 'site-packages')
761 762 else:
762 763 virtual_env = os.path.join(os.environ['VIRTUAL_ENV'], 'lib',
763 764 'python%d.%d' % sys.version_info[:2], 'site-packages')
764 765
765 766 import site
766 767 sys.path.insert(0, virtual_env)
767 768 site.addsitedir(virtual_env)
768 769
769 770 #-------------------------------------------------------------------------
770 771 # Things related to injections into the sys module
771 772 #-------------------------------------------------------------------------
772 773
773 774 def save_sys_module_state(self):
774 775 """Save the state of hooks in the sys module.
775 776
776 777 This has to be called after self.user_module is created.
777 778 """
778 779 self._orig_sys_module_state = {}
779 780 self._orig_sys_module_state['stdin'] = sys.stdin
780 781 self._orig_sys_module_state['stdout'] = sys.stdout
781 782 self._orig_sys_module_state['stderr'] = sys.stderr
782 783 self._orig_sys_module_state['excepthook'] = sys.excepthook
783 784 self._orig_sys_modules_main_name = self.user_module.__name__
784 785 self._orig_sys_modules_main_mod = sys.modules.get(self.user_module.__name__)
785 786
786 787 def restore_sys_module_state(self):
787 788 """Restore the state of the sys module."""
788 789 try:
789 790 for k, v in iteritems(self._orig_sys_module_state):
790 791 setattr(sys, k, v)
791 792 except AttributeError:
792 793 pass
793 794 # Reset what what done in self.init_sys_modules
794 795 if self._orig_sys_modules_main_mod is not None:
795 796 sys.modules[self._orig_sys_modules_main_name] = self._orig_sys_modules_main_mod
796 797
797 798 #-------------------------------------------------------------------------
798 799 # Things related to the banner
799 800 #-------------------------------------------------------------------------
800 801
801 802 @property
802 803 def banner(self):
803 804 banner = self.banner1
804 805 if self.profile and self.profile != 'default':
805 806 banner += '\nIPython profile: %s\n' % self.profile
806 807 if self.banner2:
807 808 banner += '\n' + self.banner2
808 809 return banner
809 810
810 811 def show_banner(self, banner=None):
811 812 if banner is None:
812 813 banner = self.banner
813 814 self.write(banner)
814 815
815 816 #-------------------------------------------------------------------------
816 817 # Things related to hooks
817 818 #-------------------------------------------------------------------------
818 819
819 820 def init_hooks(self):
820 821 # hooks holds pointers used for user-side customizations
821 822 self.hooks = Struct()
822 823
823 824 self.strdispatchers = {}
824 825
825 826 # Set all default hooks, defined in the IPython.hooks module.
826 827 hooks = IPython.core.hooks
827 828 for hook_name in hooks.__all__:
828 829 # default hooks have priority 100, i.e. low; user hooks should have
829 830 # 0-100 priority
830 831 self.set_hook(hook_name,getattr(hooks,hook_name), 100, _warn_deprecated=False)
831 832
832 833 if self.display_page:
833 834 self.set_hook('show_in_pager', page.as_hook(page.display_page), 90)
834 835
835 836 def set_hook(self,name,hook, priority=50, str_key=None, re_key=None,
836 837 _warn_deprecated=True):
837 838 """set_hook(name,hook) -> sets an internal IPython hook.
838 839
839 840 IPython exposes some of its internal API as user-modifiable hooks. By
840 841 adding your function to one of these hooks, you can modify IPython's
841 842 behavior to call at runtime your own routines."""
842 843
843 844 # At some point in the future, this should validate the hook before it
844 845 # accepts it. Probably at least check that the hook takes the number
845 846 # of args it's supposed to.
846 847
847 848 f = types.MethodType(hook,self)
848 849
849 850 # check if the hook is for strdispatcher first
850 851 if str_key is not None:
851 852 sdp = self.strdispatchers.get(name, StrDispatch())
852 853 sdp.add_s(str_key, f, priority )
853 854 self.strdispatchers[name] = sdp
854 855 return
855 856 if re_key is not None:
856 857 sdp = self.strdispatchers.get(name, StrDispatch())
857 858 sdp.add_re(re.compile(re_key), f, priority )
858 859 self.strdispatchers[name] = sdp
859 860 return
860 861
861 862 dp = getattr(self.hooks, name, None)
862 863 if name not in IPython.core.hooks.__all__:
863 864 print("Warning! Hook '%s' is not one of %s" % \
864 865 (name, IPython.core.hooks.__all__ ))
865 866
866 867 if _warn_deprecated and (name in IPython.core.hooks.deprecated):
867 868 alternative = IPython.core.hooks.deprecated[name]
868 869 warn("Hook {} is deprecated. Use {} instead.".format(name, alternative))
869 870
870 871 if not dp:
871 872 dp = IPython.core.hooks.CommandChainDispatcher()
872 873
873 874 try:
874 875 dp.add(f,priority)
875 876 except AttributeError:
876 877 # it was not commandchain, plain old func - replace
877 878 dp = f
878 879
879 880 setattr(self.hooks,name, dp)
880 881
881 882 #-------------------------------------------------------------------------
882 883 # Things related to events
883 884 #-------------------------------------------------------------------------
884 885
885 886 def init_events(self):
886 887 self.events = EventManager(self, available_events)
887 888
888 889 self.events.register("pre_execute", self._clear_warning_registry)
889 890
890 891 def register_post_execute(self, func):
891 892 """DEPRECATED: Use ip.events.register('post_run_cell', func)
892 893
893 894 Register a function for calling after code execution.
894 895 """
895 896 warn("ip.register_post_execute is deprecated, use "
896 897 "ip.events.register('post_run_cell', func) instead.")
897 898 self.events.register('post_run_cell', func)
898 899
899 900 def _clear_warning_registry(self):
900 901 # clear the warning registry, so that different code blocks with
901 902 # overlapping line number ranges don't cause spurious suppression of
902 903 # warnings (see gh-6611 for details)
903 904 if "__warningregistry__" in self.user_global_ns:
904 905 del self.user_global_ns["__warningregistry__"]
905 906
906 907 #-------------------------------------------------------------------------
907 908 # Things related to the "main" module
908 909 #-------------------------------------------------------------------------
909 910
910 911 def new_main_mod(self, filename, modname):
911 912 """Return a new 'main' module object for user code execution.
912 913
913 914 ``filename`` should be the path of the script which will be run in the
914 915 module. Requests with the same filename will get the same module, with
915 916 its namespace cleared.
916 917
917 918 ``modname`` should be the module name - normally either '__main__' or
918 919 the basename of the file without the extension.
919 920
920 921 When scripts are executed via %run, we must keep a reference to their
921 922 __main__ module around so that Python doesn't
922 923 clear it, rendering references to module globals useless.
923 924
924 925 This method keeps said reference in a private dict, keyed by the
925 926 absolute path of the script. This way, for multiple executions of the
926 927 same script we only keep one copy of the namespace (the last one),
927 928 thus preventing memory leaks from old references while allowing the
928 929 objects from the last execution to be accessible.
929 930 """
930 931 filename = os.path.abspath(filename)
931 932 try:
932 933 main_mod = self._main_mod_cache[filename]
933 934 except KeyError:
934 935 main_mod = self._main_mod_cache[filename] = types.ModuleType(
935 936 py3compat.cast_bytes_py2(modname),
936 937 doc="Module created for script run in IPython")
937 938 else:
938 939 main_mod.__dict__.clear()
939 940 main_mod.__name__ = modname
940 941
941 942 main_mod.__file__ = filename
942 943 # It seems pydoc (and perhaps others) needs any module instance to
943 944 # implement a __nonzero__ method
944 945 main_mod.__nonzero__ = lambda : True
945 946
946 947 return main_mod
947 948
948 949 def clear_main_mod_cache(self):
949 950 """Clear the cache of main modules.
950 951
951 952 Mainly for use by utilities like %reset.
952 953
953 954 Examples
954 955 --------
955 956
956 957 In [15]: import IPython
957 958
958 959 In [16]: m = _ip.new_main_mod(IPython.__file__, 'IPython')
959 960
960 961 In [17]: len(_ip._main_mod_cache) > 0
961 962 Out[17]: True
962 963
963 964 In [18]: _ip.clear_main_mod_cache()
964 965
965 966 In [19]: len(_ip._main_mod_cache) == 0
966 967 Out[19]: True
967 968 """
968 969 self._main_mod_cache.clear()
969 970
970 971 #-------------------------------------------------------------------------
971 972 # Things related to debugging
972 973 #-------------------------------------------------------------------------
973 974
974 975 def init_pdb(self):
975 976 # Set calling of pdb on exceptions
976 977 # self.call_pdb is a property
977 978 self.call_pdb = self.pdb
978 979
979 980 def _get_call_pdb(self):
980 981 return self._call_pdb
981 982
982 983 def _set_call_pdb(self,val):
983 984
984 985 if val not in (0,1,False,True):
985 986 raise ValueError('new call_pdb value must be boolean')
986 987
987 988 # store value in instance
988 989 self._call_pdb = val
989 990
990 991 # notify the actual exception handlers
991 992 self.InteractiveTB.call_pdb = val
992 993
993 994 call_pdb = property(_get_call_pdb,_set_call_pdb,None,
994 995 'Control auto-activation of pdb at exceptions')
995 996
996 997 def debugger(self,force=False):
997 998 """Call the pydb/pdb debugger.
998 999
999 1000 Keywords:
1000 1001
1001 1002 - force(False): by default, this routine checks the instance call_pdb
1002 1003 flag and does not actually invoke the debugger if the flag is false.
1003 1004 The 'force' option forces the debugger to activate even if the flag
1004 1005 is false.
1005 1006 """
1006 1007
1007 1008 if not (force or self.call_pdb):
1008 1009 return
1009 1010
1010 1011 if not hasattr(sys,'last_traceback'):
1011 1012 error('No traceback has been produced, nothing to debug.')
1012 1013 return
1013 1014
1014 1015 # use pydb if available
1015 1016 if debugger.has_pydb:
1016 1017 from pydb import pm
1017 1018 else:
1018 1019 # fallback to our internal debugger
1019 1020 pm = lambda : self.InteractiveTB.debugger(force=True)
1020 1021
1021 1022 with self.readline_no_record:
1022 1023 pm()
1023 1024
1024 1025 #-------------------------------------------------------------------------
1025 1026 # Things related to IPython's various namespaces
1026 1027 #-------------------------------------------------------------------------
1027 1028 default_user_namespaces = True
1028 1029
1029 1030 def init_create_namespaces(self, user_module=None, user_ns=None):
1030 1031 # Create the namespace where the user will operate. user_ns is
1031 1032 # normally the only one used, and it is passed to the exec calls as
1032 1033 # the locals argument. But we do carry a user_global_ns namespace
1033 1034 # given as the exec 'globals' argument, This is useful in embedding
1034 1035 # situations where the ipython shell opens in a context where the
1035 1036 # distinction between locals and globals is meaningful. For
1036 1037 # non-embedded contexts, it is just the same object as the user_ns dict.
1037 1038
1038 1039 # FIXME. For some strange reason, __builtins__ is showing up at user
1039 1040 # level as a dict instead of a module. This is a manual fix, but I
1040 1041 # should really track down where the problem is coming from. Alex
1041 1042 # Schmolck reported this problem first.
1042 1043
1043 1044 # A useful post by Alex Martelli on this topic:
1044 1045 # Re: inconsistent value from __builtins__
1045 1046 # Von: Alex Martelli <aleaxit@yahoo.com>
1046 1047 # Datum: Freitag 01 Oktober 2004 04:45:34 nachmittags/abends
1047 1048 # Gruppen: comp.lang.python
1048 1049
1049 1050 # Michael Hohn <hohn@hooknose.lbl.gov> wrote:
1050 1051 # > >>> print type(builtin_check.get_global_binding('__builtins__'))
1051 1052 # > <type 'dict'>
1052 1053 # > >>> print type(__builtins__)
1053 1054 # > <type 'module'>
1054 1055 # > Is this difference in return value intentional?
1055 1056
1056 1057 # Well, it's documented that '__builtins__' can be either a dictionary
1057 1058 # or a module, and it's been that way for a long time. Whether it's
1058 1059 # intentional (or sensible), I don't know. In any case, the idea is
1059 1060 # that if you need to access the built-in namespace directly, you
1060 1061 # should start with "import __builtin__" (note, no 's') which will
1061 1062 # definitely give you a module. Yeah, it's somewhat confusing:-(.
1062 1063
1063 1064 # These routines return a properly built module and dict as needed by
1064 1065 # the rest of the code, and can also be used by extension writers to
1065 1066 # generate properly initialized namespaces.
1066 1067 if (user_ns is not None) or (user_module is not None):
1067 1068 self.default_user_namespaces = False
1068 1069 self.user_module, self.user_ns = self.prepare_user_module(user_module, user_ns)
1069 1070
1070 1071 # A record of hidden variables we have added to the user namespace, so
1071 1072 # we can list later only variables defined in actual interactive use.
1072 1073 self.user_ns_hidden = {}
1073 1074
1074 1075 # Now that FakeModule produces a real module, we've run into a nasty
1075 1076 # problem: after script execution (via %run), the module where the user
1076 1077 # code ran is deleted. Now that this object is a true module (needed
1077 1078 # so docetst and other tools work correctly), the Python module
1078 1079 # teardown mechanism runs over it, and sets to None every variable
1079 1080 # present in that module. Top-level references to objects from the
1080 1081 # script survive, because the user_ns is updated with them. However,
1081 1082 # calling functions defined in the script that use other things from
1082 1083 # the script will fail, because the function's closure had references
1083 1084 # to the original objects, which are now all None. So we must protect
1084 1085 # these modules from deletion by keeping a cache.
1085 1086 #
1086 1087 # To avoid keeping stale modules around (we only need the one from the
1087 1088 # last run), we use a dict keyed with the full path to the script, so
1088 1089 # only the last version of the module is held in the cache. Note,
1089 1090 # however, that we must cache the module *namespace contents* (their
1090 1091 # __dict__). Because if we try to cache the actual modules, old ones
1091 1092 # (uncached) could be destroyed while still holding references (such as
1092 1093 # those held by GUI objects that tend to be long-lived)>
1093 1094 #
1094 1095 # The %reset command will flush this cache. See the cache_main_mod()
1095 1096 # and clear_main_mod_cache() methods for details on use.
1096 1097
1097 1098 # This is the cache used for 'main' namespaces
1098 1099 self._main_mod_cache = {}
1099 1100
1100 1101 # A table holding all the namespaces IPython deals with, so that
1101 1102 # introspection facilities can search easily.
1102 1103 self.ns_table = {'user_global':self.user_module.__dict__,
1103 1104 'user_local':self.user_ns,
1104 1105 'builtin':builtin_mod.__dict__
1105 1106 }
1106 1107
1107 1108 @property
1108 1109 def user_global_ns(self):
1109 1110 return self.user_module.__dict__
1110 1111
1111 1112 def prepare_user_module(self, user_module=None, user_ns=None):
1112 1113 """Prepare the module and namespace in which user code will be run.
1113 1114
1114 1115 When IPython is started normally, both parameters are None: a new module
1115 1116 is created automatically, and its __dict__ used as the namespace.
1116 1117
1117 1118 If only user_module is provided, its __dict__ is used as the namespace.
1118 1119 If only user_ns is provided, a dummy module is created, and user_ns
1119 1120 becomes the global namespace. If both are provided (as they may be
1120 1121 when embedding), user_ns is the local namespace, and user_module
1121 1122 provides the global namespace.
1122 1123
1123 1124 Parameters
1124 1125 ----------
1125 1126 user_module : module, optional
1126 1127 The current user module in which IPython is being run. If None,
1127 1128 a clean module will be created.
1128 1129 user_ns : dict, optional
1129 1130 A namespace in which to run interactive commands.
1130 1131
1131 1132 Returns
1132 1133 -------
1133 1134 A tuple of user_module and user_ns, each properly initialised.
1134 1135 """
1135 1136 if user_module is None and user_ns is not None:
1136 1137 user_ns.setdefault("__name__", "__main__")
1137 1138 user_module = DummyMod()
1138 1139 user_module.__dict__ = user_ns
1139 1140
1140 1141 if user_module is None:
1141 1142 user_module = types.ModuleType("__main__",
1142 1143 doc="Automatically created module for IPython interactive environment")
1143 1144
1144 1145 # We must ensure that __builtin__ (without the final 's') is always
1145 1146 # available and pointing to the __builtin__ *module*. For more details:
1146 1147 # http://mail.python.org/pipermail/python-dev/2001-April/014068.html
1147 1148 user_module.__dict__.setdefault('__builtin__', builtin_mod)
1148 1149 user_module.__dict__.setdefault('__builtins__', builtin_mod)
1149 1150
1150 1151 if user_ns is None:
1151 1152 user_ns = user_module.__dict__
1152 1153
1153 1154 return user_module, user_ns
1154 1155
1155 1156 def init_sys_modules(self):
1156 1157 # We need to insert into sys.modules something that looks like a
1157 1158 # module but which accesses the IPython namespace, for shelve and
1158 1159 # pickle to work interactively. Normally they rely on getting
1159 1160 # everything out of __main__, but for embedding purposes each IPython
1160 1161 # instance has its own private namespace, so we can't go shoving
1161 1162 # everything into __main__.
1162 1163
1163 1164 # note, however, that we should only do this for non-embedded
1164 1165 # ipythons, which really mimic the __main__.__dict__ with their own
1165 1166 # namespace. Embedded instances, on the other hand, should not do
1166 1167 # this because they need to manage the user local/global namespaces
1167 1168 # only, but they live within a 'normal' __main__ (meaning, they
1168 1169 # shouldn't overtake the execution environment of the script they're
1169 1170 # embedded in).
1170 1171
1171 1172 # This is overridden in the InteractiveShellEmbed subclass to a no-op.
1172 1173 main_name = self.user_module.__name__
1173 1174 sys.modules[main_name] = self.user_module
1174 1175
1175 1176 def init_user_ns(self):
1176 1177 """Initialize all user-visible namespaces to their minimum defaults.
1177 1178
1178 1179 Certain history lists are also initialized here, as they effectively
1179 1180 act as user namespaces.
1180 1181
1181 1182 Notes
1182 1183 -----
1183 1184 All data structures here are only filled in, they are NOT reset by this
1184 1185 method. If they were not empty before, data will simply be added to
1185 1186 therm.
1186 1187 """
1187 1188 # This function works in two parts: first we put a few things in
1188 1189 # user_ns, and we sync that contents into user_ns_hidden so that these
1189 1190 # initial variables aren't shown by %who. After the sync, we add the
1190 1191 # rest of what we *do* want the user to see with %who even on a new
1191 1192 # session (probably nothing, so theye really only see their own stuff)
1192 1193
1193 1194 # The user dict must *always* have a __builtin__ reference to the
1194 1195 # Python standard __builtin__ namespace, which must be imported.
1195 1196 # This is so that certain operations in prompt evaluation can be
1196 1197 # reliably executed with builtins. Note that we can NOT use
1197 1198 # __builtins__ (note the 's'), because that can either be a dict or a
1198 1199 # module, and can even mutate at runtime, depending on the context
1199 1200 # (Python makes no guarantees on it). In contrast, __builtin__ is
1200 1201 # always a module object, though it must be explicitly imported.
1201 1202
1202 1203 # For more details:
1203 1204 # http://mail.python.org/pipermail/python-dev/2001-April/014068.html
1204 1205 ns = dict()
1205 1206
1206 1207 # make global variables for user access to the histories
1207 1208 ns['_ih'] = self.history_manager.input_hist_parsed
1208 1209 ns['_oh'] = self.history_manager.output_hist
1209 1210 ns['_dh'] = self.history_manager.dir_hist
1210 1211
1211 1212 ns['_sh'] = shadowns
1212 1213
1213 1214 # user aliases to input and output histories. These shouldn't show up
1214 1215 # in %who, as they can have very large reprs.
1215 1216 ns['In'] = self.history_manager.input_hist_parsed
1216 1217 ns['Out'] = self.history_manager.output_hist
1217 1218
1218 1219 # Store myself as the public api!!!
1219 1220 ns['get_ipython'] = self.get_ipython
1220 1221
1221 1222 ns['exit'] = self.exiter
1222 1223 ns['quit'] = self.exiter
1223 1224
1224 1225 # Sync what we've added so far to user_ns_hidden so these aren't seen
1225 1226 # by %who
1226 1227 self.user_ns_hidden.update(ns)
1227 1228
1228 1229 # Anything put into ns now would show up in %who. Think twice before
1229 1230 # putting anything here, as we really want %who to show the user their
1230 1231 # stuff, not our variables.
1231 1232
1232 1233 # Finally, update the real user's namespace
1233 1234 self.user_ns.update(ns)
1234 1235
1235 1236 @property
1236 1237 def all_ns_refs(self):
1237 1238 """Get a list of references to all the namespace dictionaries in which
1238 1239 IPython might store a user-created object.
1239 1240
1240 1241 Note that this does not include the displayhook, which also caches
1241 1242 objects from the output."""
1242 1243 return [self.user_ns, self.user_global_ns, self.user_ns_hidden] + \
1243 1244 [m.__dict__ for m in self._main_mod_cache.values()]
1244 1245
1245 1246 def reset(self, new_session=True):
1246 1247 """Clear all internal namespaces, and attempt to release references to
1247 1248 user objects.
1248 1249
1249 1250 If new_session is True, a new history session will be opened.
1250 1251 """
1251 1252 # Clear histories
1252 1253 self.history_manager.reset(new_session)
1253 1254 # Reset counter used to index all histories
1254 1255 if new_session:
1255 1256 self.execution_count = 1
1256 1257
1257 1258 # Flush cached output items
1258 1259 if self.displayhook.do_full_cache:
1259 1260 self.displayhook.flush()
1260 1261
1261 1262 # The main execution namespaces must be cleared very carefully,
1262 1263 # skipping the deletion of the builtin-related keys, because doing so
1263 1264 # would cause errors in many object's __del__ methods.
1264 1265 if self.user_ns is not self.user_global_ns:
1265 1266 self.user_ns.clear()
1266 1267 ns = self.user_global_ns
1267 1268 drop_keys = set(ns.keys())
1268 1269 drop_keys.discard('__builtin__')
1269 1270 drop_keys.discard('__builtins__')
1270 1271 drop_keys.discard('__name__')
1271 1272 for k in drop_keys:
1272 1273 del ns[k]
1273 1274
1274 1275 self.user_ns_hidden.clear()
1275 1276
1276 1277 # Restore the user namespaces to minimal usability
1277 1278 self.init_user_ns()
1278 1279
1279 1280 # Restore the default and user aliases
1280 1281 self.alias_manager.clear_aliases()
1281 1282 self.alias_manager.init_aliases()
1282 1283
1283 1284 # Flush the private list of module references kept for script
1284 1285 # execution protection
1285 1286 self.clear_main_mod_cache()
1286 1287
1287 1288 def del_var(self, varname, by_name=False):
1288 1289 """Delete a variable from the various namespaces, so that, as
1289 1290 far as possible, we're not keeping any hidden references to it.
1290 1291
1291 1292 Parameters
1292 1293 ----------
1293 1294 varname : str
1294 1295 The name of the variable to delete.
1295 1296 by_name : bool
1296 1297 If True, delete variables with the given name in each
1297 1298 namespace. If False (default), find the variable in the user
1298 1299 namespace, and delete references to it.
1299 1300 """
1300 1301 if varname in ('__builtin__', '__builtins__'):
1301 1302 raise ValueError("Refusing to delete %s" % varname)
1302 1303
1303 1304 ns_refs = self.all_ns_refs
1304 1305
1305 1306 if by_name: # Delete by name
1306 1307 for ns in ns_refs:
1307 1308 try:
1308 1309 del ns[varname]
1309 1310 except KeyError:
1310 1311 pass
1311 1312 else: # Delete by object
1312 1313 try:
1313 1314 obj = self.user_ns[varname]
1314 1315 except KeyError:
1315 1316 raise NameError("name '%s' is not defined" % varname)
1316 1317 # Also check in output history
1317 1318 ns_refs.append(self.history_manager.output_hist)
1318 1319 for ns in ns_refs:
1319 1320 to_delete = [n for n, o in iteritems(ns) if o is obj]
1320 1321 for name in to_delete:
1321 1322 del ns[name]
1322 1323
1323 1324 # displayhook keeps extra references, but not in a dictionary
1324 1325 for name in ('_', '__', '___'):
1325 1326 if getattr(self.displayhook, name) is obj:
1326 1327 setattr(self.displayhook, name, None)
1327 1328
1328 1329 def reset_selective(self, regex=None):
1329 1330 """Clear selective variables from internal namespaces based on a
1330 1331 specified regular expression.
1331 1332
1332 1333 Parameters
1333 1334 ----------
1334 1335 regex : string or compiled pattern, optional
1335 1336 A regular expression pattern that will be used in searching
1336 1337 variable names in the users namespaces.
1337 1338 """
1338 1339 if regex is not None:
1339 1340 try:
1340 1341 m = re.compile(regex)
1341 1342 except TypeError:
1342 1343 raise TypeError('regex must be a string or compiled pattern')
1343 1344 # Search for keys in each namespace that match the given regex
1344 1345 # If a match is found, delete the key/value pair.
1345 1346 for ns in self.all_ns_refs:
1346 1347 for var in ns:
1347 1348 if m.search(var):
1348 1349 del ns[var]
1349 1350
1350 1351 def push(self, variables, interactive=True):
1351 1352 """Inject a group of variables into the IPython user namespace.
1352 1353
1353 1354 Parameters
1354 1355 ----------
1355 1356 variables : dict, str or list/tuple of str
1356 1357 The variables to inject into the user's namespace. If a dict, a
1357 1358 simple update is done. If a str, the string is assumed to have
1358 1359 variable names separated by spaces. A list/tuple of str can also
1359 1360 be used to give the variable names. If just the variable names are
1360 1361 give (list/tuple/str) then the variable values looked up in the
1361 1362 callers frame.
1362 1363 interactive : bool
1363 1364 If True (default), the variables will be listed with the ``who``
1364 1365 magic.
1365 1366 """
1366 1367 vdict = None
1367 1368
1368 1369 # We need a dict of name/value pairs to do namespace updates.
1369 1370 if isinstance(variables, dict):
1370 1371 vdict = variables
1371 1372 elif isinstance(variables, string_types+(list, tuple)):
1372 1373 if isinstance(variables, string_types):
1373 1374 vlist = variables.split()
1374 1375 else:
1375 1376 vlist = variables
1376 1377 vdict = {}
1377 1378 cf = sys._getframe(1)
1378 1379 for name in vlist:
1379 1380 try:
1380 1381 vdict[name] = eval(name, cf.f_globals, cf.f_locals)
1381 1382 except:
1382 1383 print('Could not get variable %s from %s' %
1383 1384 (name,cf.f_code.co_name))
1384 1385 else:
1385 1386 raise ValueError('variables must be a dict/str/list/tuple')
1386 1387
1387 1388 # Propagate variables to user namespace
1388 1389 self.user_ns.update(vdict)
1389 1390
1390 1391 # And configure interactive visibility
1391 1392 user_ns_hidden = self.user_ns_hidden
1392 1393 if interactive:
1393 1394 for name in vdict:
1394 1395 user_ns_hidden.pop(name, None)
1395 1396 else:
1396 1397 user_ns_hidden.update(vdict)
1397 1398
1398 1399 def drop_by_id(self, variables):
1399 1400 """Remove a dict of variables from the user namespace, if they are the
1400 1401 same as the values in the dictionary.
1401 1402
1402 1403 This is intended for use by extensions: variables that they've added can
1403 1404 be taken back out if they are unloaded, without removing any that the
1404 1405 user has overwritten.
1405 1406
1406 1407 Parameters
1407 1408 ----------
1408 1409 variables : dict
1409 1410 A dictionary mapping object names (as strings) to the objects.
1410 1411 """
1411 1412 for name, obj in iteritems(variables):
1412 1413 if name in self.user_ns and self.user_ns[name] is obj:
1413 1414 del self.user_ns[name]
1414 1415 self.user_ns_hidden.pop(name, None)
1415 1416
1416 1417 #-------------------------------------------------------------------------
1417 1418 # Things related to object introspection
1418 1419 #-------------------------------------------------------------------------
1419 1420
1420 1421 def _ofind(self, oname, namespaces=None):
1421 1422 """Find an object in the available namespaces.
1422 1423
1423 1424 self._ofind(oname) -> dict with keys: found,obj,ospace,ismagic
1424 1425
1425 1426 Has special code to detect magic functions.
1426 1427 """
1427 1428 oname = oname.strip()
1428 1429 #print '1- oname: <%r>' % oname # dbg
1429 1430 if not oname.startswith(ESC_MAGIC) and \
1430 1431 not oname.startswith(ESC_MAGIC2) and \
1431 1432 not py3compat.isidentifier(oname, dotted=True):
1432 1433 return dict(found=False)
1433 1434
1434 1435 alias_ns = None
1435 1436 if namespaces is None:
1436 1437 # Namespaces to search in:
1437 1438 # Put them in a list. The order is important so that we
1438 1439 # find things in the same order that Python finds them.
1439 1440 namespaces = [ ('Interactive', self.user_ns),
1440 1441 ('Interactive (global)', self.user_global_ns),
1441 1442 ('Python builtin', builtin_mod.__dict__),
1442 1443 ]
1443 1444
1444 1445 # initialize results to 'null'
1445 1446 found = False; obj = None; ospace = None; ds = None;
1446 1447 ismagic = False; isalias = False; parent = None
1447 1448
1448 1449 # We need to special-case 'print', which as of python2.6 registers as a
1449 1450 # function but should only be treated as one if print_function was
1450 1451 # loaded with a future import. In this case, just bail.
1451 1452 if (oname == 'print' and not py3compat.PY3 and not \
1452 1453 (self.compile.compiler_flags & __future__.CO_FUTURE_PRINT_FUNCTION)):
1453 1454 return {'found':found, 'obj':obj, 'namespace':ospace,
1454 1455 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
1455 1456
1456 1457 # Look for the given name by splitting it in parts. If the head is
1457 1458 # found, then we look for all the remaining parts as members, and only
1458 1459 # declare success if we can find them all.
1459 1460 oname_parts = oname.split('.')
1460 1461 oname_head, oname_rest = oname_parts[0],oname_parts[1:]
1461 1462 for nsname,ns in namespaces:
1462 1463 try:
1463 1464 obj = ns[oname_head]
1464 1465 except KeyError:
1465 1466 continue
1466 1467 else:
1467 1468 #print 'oname_rest:', oname_rest # dbg
1468 1469 for idx, part in enumerate(oname_rest):
1469 1470 try:
1470 1471 parent = obj
1471 1472 # The last part is looked up in a special way to avoid
1472 1473 # descriptor invocation as it may raise or have side
1473 1474 # effects.
1474 1475 if idx == len(oname_rest) - 1:
1475 1476 obj = self._getattr_property(obj, part)
1476 1477 else:
1477 1478 obj = getattr(obj, part)
1478 1479 except:
1479 1480 # Blanket except b/c some badly implemented objects
1480 1481 # allow __getattr__ to raise exceptions other than
1481 1482 # AttributeError, which then crashes IPython.
1482 1483 break
1483 1484 else:
1484 1485 # If we finish the for loop (no break), we got all members
1485 1486 found = True
1486 1487 ospace = nsname
1487 1488 break # namespace loop
1488 1489
1489 1490 # Try to see if it's magic
1490 1491 if not found:
1491 1492 obj = None
1492 1493 if oname.startswith(ESC_MAGIC2):
1493 1494 oname = oname.lstrip(ESC_MAGIC2)
1494 1495 obj = self.find_cell_magic(oname)
1495 1496 elif oname.startswith(ESC_MAGIC):
1496 1497 oname = oname.lstrip(ESC_MAGIC)
1497 1498 obj = self.find_line_magic(oname)
1498 1499 else:
1499 1500 # search without prefix, so run? will find %run?
1500 1501 obj = self.find_line_magic(oname)
1501 1502 if obj is None:
1502 1503 obj = self.find_cell_magic(oname)
1503 1504 if obj is not None:
1504 1505 found = True
1505 1506 ospace = 'IPython internal'
1506 1507 ismagic = True
1507 1508 isalias = isinstance(obj, Alias)
1508 1509
1509 1510 # Last try: special-case some literals like '', [], {}, etc:
1510 1511 if not found and oname_head in ["''",'""','[]','{}','()']:
1511 1512 obj = eval(oname_head)
1512 1513 found = True
1513 1514 ospace = 'Interactive'
1514 1515
1515 1516 return {'found':found, 'obj':obj, 'namespace':ospace,
1516 1517 'ismagic':ismagic, 'isalias':isalias, 'parent':parent}
1517 1518
1518 1519 @staticmethod
1519 1520 def _getattr_property(obj, attrname):
1520 1521 """Property-aware getattr to use in object finding.
1521 1522
1522 1523 If attrname represents a property, return it unevaluated (in case it has
1523 1524 side effects or raises an error.
1524 1525
1525 1526 """
1526 1527 if not isinstance(obj, type):
1527 1528 try:
1528 1529 # `getattr(type(obj), attrname)` is not guaranteed to return
1529 1530 # `obj`, but does so for property:
1530 1531 #
1531 1532 # property.__get__(self, None, cls) -> self
1532 1533 #
1533 1534 # The universal alternative is to traverse the mro manually
1534 1535 # searching for attrname in class dicts.
1535 1536 attr = getattr(type(obj), attrname)
1536 1537 except AttributeError:
1537 1538 pass
1538 1539 else:
1539 1540 # This relies on the fact that data descriptors (with both
1540 1541 # __get__ & __set__ magic methods) take precedence over
1541 1542 # instance-level attributes:
1542 1543 #
1543 1544 # class A(object):
1544 1545 # @property
1545 1546 # def foobar(self): return 123
1546 1547 # a = A()
1547 1548 # a.__dict__['foobar'] = 345
1548 1549 # a.foobar # == 123
1549 1550 #
1550 1551 # So, a property may be returned right away.
1551 1552 if isinstance(attr, property):
1552 1553 return attr
1553 1554
1554 1555 # Nothing helped, fall back.
1555 1556 return getattr(obj, attrname)
1556 1557
1557 1558 def _object_find(self, oname, namespaces=None):
1558 1559 """Find an object and return a struct with info about it."""
1559 1560 return Struct(self._ofind(oname, namespaces))
1560 1561
1561 1562 def _inspect(self, meth, oname, namespaces=None, **kw):
1562 1563 """Generic interface to the inspector system.
1563 1564
1564 1565 This function is meant to be called by pdef, pdoc & friends."""
1565 1566 info = self._object_find(oname, namespaces)
1566 1567 if info.found:
1567 1568 pmethod = getattr(self.inspector, meth)
1568 1569 formatter = format_screen if info.ismagic else None
1569 1570 if meth == 'pdoc':
1570 1571 pmethod(info.obj, oname, formatter)
1571 1572 elif meth == 'pinfo':
1572 1573 pmethod(info.obj, oname, formatter, info, **kw)
1573 1574 else:
1574 1575 pmethod(info.obj, oname)
1575 1576 else:
1576 1577 print('Object `%s` not found.' % oname)
1577 1578 return 'not found' # so callers can take other action
1578 1579
1579 1580 def object_inspect(self, oname, detail_level=0):
1580 1581 """Get object info about oname"""
1581 1582 with self.builtin_trap:
1582 1583 info = self._object_find(oname)
1583 1584 if info.found:
1584 1585 return self.inspector.info(info.obj, oname, info=info,
1585 1586 detail_level=detail_level
1586 1587 )
1587 1588 else:
1588 1589 return oinspect.object_info(name=oname, found=False)
1589 1590
1590 1591 def object_inspect_text(self, oname, detail_level=0):
1591 1592 """Get object info as formatted text"""
1592 1593 with self.builtin_trap:
1593 1594 info = self._object_find(oname)
1594 1595 if info.found:
1595 1596 return self.inspector._format_info(info.obj, oname, info=info,
1596 1597 detail_level=detail_level
1597 1598 )
1598 1599 else:
1599 1600 raise KeyError(oname)
1600 1601
1601 1602 #-------------------------------------------------------------------------
1602 1603 # Things related to history management
1603 1604 #-------------------------------------------------------------------------
1604 1605
1605 1606 def init_history(self):
1606 1607 """Sets up the command history, and starts regular autosaves."""
1607 1608 self.history_manager = HistoryManager(shell=self, parent=self)
1608 1609 self.configurables.append(self.history_manager)
1609 1610
1610 1611 #-------------------------------------------------------------------------
1611 1612 # Things related to exception handling and tracebacks (not debugging)
1612 1613 #-------------------------------------------------------------------------
1613 1614
1614 1615 def init_traceback_handlers(self, custom_exceptions):
1615 1616 # Syntax error handler.
1616 1617 self.SyntaxTB = ultratb.SyntaxTB(color_scheme='NoColor')
1617 1618
1618 1619 # The interactive one is initialized with an offset, meaning we always
1619 1620 # want to remove the topmost item in the traceback, which is our own
1620 1621 # internal code. Valid modes: ['Plain','Context','Verbose']
1621 1622 self.InteractiveTB = ultratb.AutoFormattedTB(mode = 'Plain',
1622 1623 color_scheme='NoColor',
1623 1624 tb_offset = 1,
1624 1625 check_cache=check_linecache_ipython)
1625 1626
1626 1627 # The instance will store a pointer to the system-wide exception hook,
1627 1628 # so that runtime code (such as magics) can access it. This is because
1628 1629 # during the read-eval loop, it may get temporarily overwritten.
1629 1630 self.sys_excepthook = sys.excepthook
1630 1631
1631 1632 # and add any custom exception handlers the user may have specified
1632 1633 self.set_custom_exc(*custom_exceptions)
1633 1634
1634 1635 # Set the exception mode
1635 1636 self.InteractiveTB.set_mode(mode=self.xmode)
1636 1637
1637 1638 def set_custom_exc(self, exc_tuple, handler):
1638 1639 """set_custom_exc(exc_tuple,handler)
1639 1640
1640 1641 Set a custom exception handler, which will be called if any of the
1641 1642 exceptions in exc_tuple occur in the mainloop (specifically, in the
1642 1643 run_code() method).
1643 1644
1644 1645 Parameters
1645 1646 ----------
1646 1647
1647 1648 exc_tuple : tuple of exception classes
1648 1649 A *tuple* of exception classes, for which to call the defined
1649 1650 handler. It is very important that you use a tuple, and NOT A
1650 1651 LIST here, because of the way Python's except statement works. If
1651 1652 you only want to trap a single exception, use a singleton tuple::
1652 1653
1653 1654 exc_tuple == (MyCustomException,)
1654 1655
1655 1656 handler : callable
1656 1657 handler must have the following signature::
1657 1658
1658 1659 def my_handler(self, etype, value, tb, tb_offset=None):
1659 1660 ...
1660 1661 return structured_traceback
1661 1662
1662 1663 Your handler must return a structured traceback (a list of strings),
1663 1664 or None.
1664 1665
1665 1666 This will be made into an instance method (via types.MethodType)
1666 1667 of IPython itself, and it will be called if any of the exceptions
1667 1668 listed in the exc_tuple are caught. If the handler is None, an
1668 1669 internal basic one is used, which just prints basic info.
1669 1670
1670 1671 To protect IPython from crashes, if your handler ever raises an
1671 1672 exception or returns an invalid result, it will be immediately
1672 1673 disabled.
1673 1674
1674 1675 WARNING: by putting in your own exception handler into IPython's main
1675 1676 execution loop, you run a very good chance of nasty crashes. This
1676 1677 facility should only be used if you really know what you are doing."""
1677 1678
1678 1679 assert type(exc_tuple)==type(()) , \
1679 1680 "The custom exceptions must be given AS A TUPLE."
1680 1681
1681 1682 def dummy_handler(self,etype,value,tb,tb_offset=None):
1682 1683 print('*** Simple custom exception handler ***')
1683 1684 print('Exception type :',etype)
1684 1685 print('Exception value:',value)
1685 1686 print('Traceback :',tb)
1686 1687 #print 'Source code :','\n'.join(self.buffer)
1687 1688
1688 1689 def validate_stb(stb):
1689 1690 """validate structured traceback return type
1690 1691
1691 1692 return type of CustomTB *should* be a list of strings, but allow
1692 1693 single strings or None, which are harmless.
1693 1694
1694 1695 This function will *always* return a list of strings,
1695 1696 and will raise a TypeError if stb is inappropriate.
1696 1697 """
1697 1698 msg = "CustomTB must return list of strings, not %r" % stb
1698 1699 if stb is None:
1699 1700 return []
1700 1701 elif isinstance(stb, string_types):
1701 1702 return [stb]
1702 1703 elif not isinstance(stb, list):
1703 1704 raise TypeError(msg)
1704 1705 # it's a list
1705 1706 for line in stb:
1706 1707 # check every element
1707 1708 if not isinstance(line, string_types):
1708 1709 raise TypeError(msg)
1709 1710 return stb
1710 1711
1711 1712 if handler is None:
1712 1713 wrapped = dummy_handler
1713 1714 else:
1714 1715 def wrapped(self,etype,value,tb,tb_offset=None):
1715 1716 """wrap CustomTB handler, to protect IPython from user code
1716 1717
1717 1718 This makes it harder (but not impossible) for custom exception
1718 1719 handlers to crash IPython.
1719 1720 """
1720 1721 try:
1721 1722 stb = handler(self,etype,value,tb,tb_offset=tb_offset)
1722 1723 return validate_stb(stb)
1723 1724 except:
1724 1725 # clear custom handler immediately
1725 1726 self.set_custom_exc((), None)
1726 1727 print("Custom TB Handler failed, unregistering", file=io.stderr)
1727 1728 # show the exception in handler first
1728 1729 stb = self.InteractiveTB.structured_traceback(*sys.exc_info())
1729 1730 print(self.InteractiveTB.stb2text(stb), file=io.stdout)
1730 1731 print("The original exception:", file=io.stdout)
1731 1732 stb = self.InteractiveTB.structured_traceback(
1732 1733 (etype,value,tb), tb_offset=tb_offset
1733 1734 )
1734 1735 return stb
1735 1736
1736 1737 self.CustomTB = types.MethodType(wrapped,self)
1737 1738 self.custom_exceptions = exc_tuple
1738 1739
1739 1740 def excepthook(self, etype, value, tb):
1740 1741 """One more defense for GUI apps that call sys.excepthook.
1741 1742
1742 1743 GUI frameworks like wxPython trap exceptions and call
1743 1744 sys.excepthook themselves. I guess this is a feature that
1744 1745 enables them to keep running after exceptions that would
1745 1746 otherwise kill their mainloop. This is a bother for IPython
1746 1747 which excepts to catch all of the program exceptions with a try:
1747 1748 except: statement.
1748 1749
1749 1750 Normally, IPython sets sys.excepthook to a CrashHandler instance, so if
1750 1751 any app directly invokes sys.excepthook, it will look to the user like
1751 1752 IPython crashed. In order to work around this, we can disable the
1752 1753 CrashHandler and replace it with this excepthook instead, which prints a
1753 1754 regular traceback using our InteractiveTB. In this fashion, apps which
1754 1755 call sys.excepthook will generate a regular-looking exception from
1755 1756 IPython, and the CrashHandler will only be triggered by real IPython
1756 1757 crashes.
1757 1758
1758 1759 This hook should be used sparingly, only in places which are not likely
1759 1760 to be true IPython errors.
1760 1761 """
1761 1762 self.showtraceback((etype, value, tb), tb_offset=0)
1762 1763
1763 1764 def _get_exc_info(self, exc_tuple=None):
1764 1765 """get exc_info from a given tuple, sys.exc_info() or sys.last_type etc.
1765 1766
1766 1767 Ensures sys.last_type,value,traceback hold the exc_info we found,
1767 1768 from whichever source.
1768 1769
1769 1770 raises ValueError if none of these contain any information
1770 1771 """
1771 1772 if exc_tuple is None:
1772 1773 etype, value, tb = sys.exc_info()
1773 1774 else:
1774 1775 etype, value, tb = exc_tuple
1775 1776
1776 1777 if etype is None:
1777 1778 if hasattr(sys, 'last_type'):
1778 1779 etype, value, tb = sys.last_type, sys.last_value, \
1779 1780 sys.last_traceback
1780 1781
1781 1782 if etype is None:
1782 1783 raise ValueError("No exception to find")
1783 1784
1784 1785 # Now store the exception info in sys.last_type etc.
1785 1786 # WARNING: these variables are somewhat deprecated and not
1786 1787 # necessarily safe to use in a threaded environment, but tools
1787 1788 # like pdb depend on their existence, so let's set them. If we
1788 1789 # find problems in the field, we'll need to revisit their use.
1789 1790 sys.last_type = etype
1790 1791 sys.last_value = value
1791 1792 sys.last_traceback = tb
1792 1793
1793 1794 return etype, value, tb
1794 1795
1795 1796 def show_usage_error(self, exc):
1796 1797 """Show a short message for UsageErrors
1797 1798
1798 1799 These are special exceptions that shouldn't show a traceback.
1799 1800 """
1800 1801 self.write_err("UsageError: %s" % exc)
1801 1802
1802 1803 def get_exception_only(self, exc_tuple=None):
1803 1804 """
1804 1805 Return as a string (ending with a newline) the exception that
1805 1806 just occurred, without any traceback.
1806 1807 """
1807 1808 etype, value, tb = self._get_exc_info(exc_tuple)
1808 1809 msg = traceback.format_exception_only(etype, value)
1809 1810 return ''.join(msg)
1810 1811
1811 1812 def showtraceback(self, exc_tuple=None, filename=None, tb_offset=None,
1812 1813 exception_only=False):
1813 1814 """Display the exception that just occurred.
1814 1815
1815 1816 If nothing is known about the exception, this is the method which
1816 1817 should be used throughout the code for presenting user tracebacks,
1817 1818 rather than directly invoking the InteractiveTB object.
1818 1819
1819 1820 A specific showsyntaxerror() also exists, but this method can take
1820 1821 care of calling it if needed, so unless you are explicitly catching a
1821 1822 SyntaxError exception, don't try to analyze the stack manually and
1822 1823 simply call this method."""
1823 1824
1824 1825 try:
1825 1826 try:
1826 1827 etype, value, tb = self._get_exc_info(exc_tuple)
1827 1828 except ValueError:
1828 1829 self.write_err('No traceback available to show.\n')
1829 1830 return
1830 1831
1831 1832 if issubclass(etype, SyntaxError):
1832 1833 # Though this won't be called by syntax errors in the input
1833 1834 # line, there may be SyntaxError cases with imported code.
1834 1835 self.showsyntaxerror(filename)
1835 1836 elif etype is UsageError:
1836 1837 self.show_usage_error(value)
1837 1838 else:
1838 1839 if exception_only:
1839 1840 stb = ['An exception has occurred, use %tb to see '
1840 1841 'the full traceback.\n']
1841 1842 stb.extend(self.InteractiveTB.get_exception_only(etype,
1842 1843 value))
1843 1844 else:
1844 1845 try:
1845 1846 # Exception classes can customise their traceback - we
1846 1847 # use this in IPython.parallel for exceptions occurring
1847 1848 # in the engines. This should return a list of strings.
1848 1849 stb = value._render_traceback_()
1849 1850 except Exception:
1850 1851 stb = self.InteractiveTB.structured_traceback(etype,
1851 1852 value, tb, tb_offset=tb_offset)
1852 1853
1853 1854 self._showtraceback(etype, value, stb)
1854 1855 if self.call_pdb:
1855 1856 # drop into debugger
1856 1857 self.debugger(force=True)
1857 1858 return
1858 1859
1859 1860 # Actually show the traceback
1860 1861 self._showtraceback(etype, value, stb)
1861 1862
1862 1863 except KeyboardInterrupt:
1863 1864 self.write_err('\n' + self.get_exception_only())
1864 1865
1865 1866 def _showtraceback(self, etype, evalue, stb):
1866 1867 """Actually show a traceback.
1867 1868
1868 1869 Subclasses may override this method to put the traceback on a different
1869 1870 place, like a side channel.
1870 1871 """
1871 1872 print(self.InteractiveTB.stb2text(stb), file=io.stdout)
1872 1873
1873 1874 def showsyntaxerror(self, filename=None):
1874 1875 """Display the syntax error that just occurred.
1875 1876
1876 1877 This doesn't display a stack trace because there isn't one.
1877 1878
1878 1879 If a filename is given, it is stuffed in the exception instead
1879 1880 of what was there before (because Python's parser always uses
1880 1881 "<string>" when reading from a string).
1881 1882 """
1882 1883 etype, value, last_traceback = self._get_exc_info()
1883 1884
1884 1885 if filename and issubclass(etype, SyntaxError):
1885 1886 try:
1886 1887 value.filename = filename
1887 1888 except:
1888 1889 # Not the format we expect; leave it alone
1889 1890 pass
1890 1891
1891 1892 stb = self.SyntaxTB.structured_traceback(etype, value, [])
1892 1893 self._showtraceback(etype, value, stb)
1893 1894
1894 1895 # This is overridden in TerminalInteractiveShell to show a message about
1895 1896 # the %paste magic.
1896 1897 def showindentationerror(self):
1897 1898 """Called by run_cell when there's an IndentationError in code entered
1898 1899 at the prompt.
1899 1900
1900 1901 This is overridden in TerminalInteractiveShell to show a message about
1901 1902 the %paste magic."""
1902 1903 self.showsyntaxerror()
1903 1904
1904 1905 #-------------------------------------------------------------------------
1905 1906 # Things related to readline
1906 1907 #-------------------------------------------------------------------------
1907 1908
1908 1909 def init_readline(self):
1909 1910 """Command history completion/saving/reloading."""
1910 1911
1911 1912 if self.readline_use:
1912 1913 import IPython.utils.rlineimpl as readline
1913 1914
1914 1915 self.rl_next_input = None
1915 1916 self.rl_do_indent = False
1916 1917
1917 1918 if not self.readline_use or not readline.have_readline:
1918 1919 self.has_readline = False
1919 1920 self.readline = None
1920 1921 # Set a number of methods that depend on readline to be no-op
1921 1922 self.readline_no_record = no_op_context
1922 1923 self.set_readline_completer = no_op
1923 1924 self.set_custom_completer = no_op
1924 1925 if self.readline_use:
1925 1926 warn('Readline services not available or not loaded.')
1926 1927 else:
1927 1928 self.has_readline = True
1928 1929 self.readline = readline
1929 1930 sys.modules['readline'] = readline
1930 1931
1931 1932 # Platform-specific configuration
1932 1933 if os.name == 'nt':
1933 1934 # FIXME - check with Frederick to see if we can harmonize
1934 1935 # naming conventions with pyreadline to avoid this
1935 1936 # platform-dependent check
1936 1937 self.readline_startup_hook = readline.set_pre_input_hook
1937 1938 else:
1938 1939 self.readline_startup_hook = readline.set_startup_hook
1939 1940
1940 1941 # Readline config order:
1941 1942 # - IPython config (default value)
1942 1943 # - custom inputrc
1943 1944 # - IPython config (user customized)
1944 1945
1945 1946 # load IPython config before inputrc if default
1946 1947 # skip if libedit because parse_and_bind syntax is different
1947 1948 if not self._custom_readline_config and not readline.uses_libedit:
1948 1949 for rlcommand in self.readline_parse_and_bind:
1949 1950 readline.parse_and_bind(rlcommand)
1950 1951
1951 1952 # Load user's initrc file (readline config)
1952 1953 # Or if libedit is used, load editrc.
1953 1954 inputrc_name = os.environ.get('INPUTRC')
1954 1955 if inputrc_name is None:
1955 1956 inputrc_name = '.inputrc'
1956 1957 if readline.uses_libedit:
1957 1958 inputrc_name = '.editrc'
1958 1959 inputrc_name = os.path.join(self.home_dir, inputrc_name)
1959 1960 if os.path.isfile(inputrc_name):
1960 1961 try:
1961 1962 readline.read_init_file(inputrc_name)
1962 1963 except:
1963 1964 warn('Problems reading readline initialization file <%s>'
1964 1965 % inputrc_name)
1965 1966
1966 1967 # load IPython config after inputrc if user has customized
1967 1968 if self._custom_readline_config:
1968 1969 for rlcommand in self.readline_parse_and_bind:
1969 1970 readline.parse_and_bind(rlcommand)
1970 1971
1971 1972 # Remove some chars from the delimiters list. If we encounter
1972 1973 # unicode chars, discard them.
1973 1974 delims = readline.get_completer_delims()
1974 1975 if not py3compat.PY3:
1975 1976 delims = delims.encode("ascii", "ignore")
1976 1977 for d in self.readline_remove_delims:
1977 1978 delims = delims.replace(d, "")
1978 1979 delims = delims.replace(ESC_MAGIC, '')
1979 1980 readline.set_completer_delims(delims)
1980 1981 # Store these so we can restore them if something like rpy2 modifies
1981 1982 # them.
1982 1983 self.readline_delims = delims
1983 1984 # otherwise we end up with a monster history after a while:
1984 1985 readline.set_history_length(self.history_length)
1985 1986
1986 1987 self.refill_readline_hist()
1987 1988 self.readline_no_record = ReadlineNoRecord(self)
1988 1989
1989 1990 # Configure auto-indent for all platforms
1990 1991 self.set_autoindent(self.autoindent)
1991 1992
1992 1993 def refill_readline_hist(self):
1993 1994 # Load the last 1000 lines from history
1994 1995 self.readline.clear_history()
1995 1996 stdin_encoding = sys.stdin.encoding or "utf-8"
1996 1997 last_cell = u""
1997 1998 for _, _, cell in self.history_manager.get_tail(1000,
1998 1999 include_latest=True):
1999 2000 # Ignore blank lines and consecutive duplicates
2000 2001 cell = cell.rstrip()
2001 2002 if cell and (cell != last_cell):
2002 2003 try:
2003 2004 if self.multiline_history:
2004 2005 self.readline.add_history(py3compat.unicode_to_str(cell,
2005 2006 stdin_encoding))
2006 2007 else:
2007 2008 for line in cell.splitlines():
2008 2009 self.readline.add_history(py3compat.unicode_to_str(line,
2009 2010 stdin_encoding))
2010 2011 last_cell = cell
2011 2012
2012 2013 except TypeError:
2013 2014 # The history DB can get corrupted so it returns strings
2014 2015 # containing null bytes, which readline objects to.
2015 2016 continue
2016 2017
2017 2018 @skip_doctest
2018 2019 def set_next_input(self, s, replace=False):
2019 2020 """ Sets the 'default' input string for the next command line.
2020 2021
2021 2022 Requires readline.
2022 2023
2023 2024 Example::
2024 2025
2025 2026 In [1]: _ip.set_next_input("Hello Word")
2026 2027 In [2]: Hello Word_ # cursor is here
2027 2028 """
2028 2029 self.rl_next_input = py3compat.cast_bytes_py2(s)
2029 2030
2030 2031 # Maybe move this to the terminal subclass?
2031 2032 def pre_readline(self):
2032 2033 """readline hook to be used at the start of each line.
2033 2034
2034 2035 Currently it handles auto-indent only."""
2035 2036
2036 2037 if self.rl_do_indent:
2037 2038 self.readline.insert_text(self._indent_current_str())
2038 2039 if self.rl_next_input is not None:
2039 2040 self.readline.insert_text(self.rl_next_input)
2040 2041 self.rl_next_input = None
2041 2042
2042 2043 def _indent_current_str(self):
2043 2044 """return the current level of indentation as a string"""
2044 2045 return self.input_splitter.indent_spaces * ' '
2045 2046
2046 2047 #-------------------------------------------------------------------------
2047 2048 # Things related to text completion
2048 2049 #-------------------------------------------------------------------------
2049 2050
2050 2051 def init_completer(self):
2051 2052 """Initialize the completion machinery.
2052 2053
2053 2054 This creates completion machinery that can be used by client code,
2054 2055 either interactively in-process (typically triggered by the readline
2055 2056 library), programatically (such as in test suites) or out-of-prcess
2056 2057 (typically over the network by remote frontends).
2057 2058 """
2058 2059 from IPython.core.completer import IPCompleter
2059 2060 from IPython.core.completerlib import (module_completer,
2060 2061 magic_run_completer, cd_completer, reset_completer)
2061 2062
2062 2063 self.Completer = IPCompleter(shell=self,
2063 2064 namespace=self.user_ns,
2064 2065 global_namespace=self.user_global_ns,
2065 2066 use_readline=self.has_readline,
2066 2067 parent=self,
2067 2068 )
2068 2069 self.configurables.append(self.Completer)
2069 2070
2070 2071 # Add custom completers to the basic ones built into IPCompleter
2071 2072 sdisp = self.strdispatchers.get('complete_command', StrDispatch())
2072 2073 self.strdispatchers['complete_command'] = sdisp
2073 2074 self.Completer.custom_completers = sdisp
2074 2075
2075 2076 self.set_hook('complete_command', module_completer, str_key = 'import')
2076 2077 self.set_hook('complete_command', module_completer, str_key = 'from')
2077 2078 self.set_hook('complete_command', magic_run_completer, str_key = '%run')
2078 2079 self.set_hook('complete_command', cd_completer, str_key = '%cd')
2079 2080 self.set_hook('complete_command', reset_completer, str_key = '%reset')
2080 2081
2081 2082 # Only configure readline if we truly are using readline. IPython can
2082 2083 # do tab-completion over the network, in GUIs, etc, where readline
2083 2084 # itself may be absent
2084 2085 if self.has_readline:
2085 2086 self.set_readline_completer()
2086 2087
2087 2088 def complete(self, text, line=None, cursor_pos=None):
2088 2089 """Return the completed text and a list of completions.
2089 2090
2090 2091 Parameters
2091 2092 ----------
2092 2093
2093 2094 text : string
2094 2095 A string of text to be completed on. It can be given as empty and
2095 2096 instead a line/position pair are given. In this case, the
2096 2097 completer itself will split the line like readline does.
2097 2098
2098 2099 line : string, optional
2099 2100 The complete line that text is part of.
2100 2101
2101 2102 cursor_pos : int, optional
2102 2103 The position of the cursor on the input line.
2103 2104
2104 2105 Returns
2105 2106 -------
2106 2107 text : string
2107 2108 The actual text that was completed.
2108 2109
2109 2110 matches : list
2110 2111 A sorted list with all possible completions.
2111 2112
2112 2113 The optional arguments allow the completion to take more context into
2113 2114 account, and are part of the low-level completion API.
2114 2115
2115 2116 This is a wrapper around the completion mechanism, similar to what
2116 2117 readline does at the command line when the TAB key is hit. By
2117 2118 exposing it as a method, it can be used by other non-readline
2118 2119 environments (such as GUIs) for text completion.
2119 2120
2120 2121 Simple usage example:
2121 2122
2122 2123 In [1]: x = 'hello'
2123 2124
2124 2125 In [2]: _ip.complete('x.l')
2125 2126 Out[2]: ('x.l', ['x.ljust', 'x.lower', 'x.lstrip'])
2126 2127 """
2127 2128
2128 2129 # Inject names into __builtin__ so we can complete on the added names.
2129 2130 with self.builtin_trap:
2130 2131 return self.Completer.complete(text, line, cursor_pos)
2131 2132
2132 2133 def set_custom_completer(self, completer, pos=0):
2133 2134 """Adds a new custom completer function.
2134 2135
2135 2136 The position argument (defaults to 0) is the index in the completers
2136 2137 list where you want the completer to be inserted."""
2137 2138
2138 2139 newcomp = types.MethodType(completer,self.Completer)
2139 2140 self.Completer.matchers.insert(pos,newcomp)
2140 2141
2141 2142 def set_readline_completer(self):
2142 2143 """Reset readline's completer to be our own."""
2143 2144 self.readline.set_completer(self.Completer.rlcomplete)
2144 2145
2145 2146 def set_completer_frame(self, frame=None):
2146 2147 """Set the frame of the completer."""
2147 2148 if frame:
2148 2149 self.Completer.namespace = frame.f_locals
2149 2150 self.Completer.global_namespace = frame.f_globals
2150 2151 else:
2151 2152 self.Completer.namespace = self.user_ns
2152 2153 self.Completer.global_namespace = self.user_global_ns
2153 2154
2154 2155 #-------------------------------------------------------------------------
2155 2156 # Things related to magics
2156 2157 #-------------------------------------------------------------------------
2157 2158
2158 2159 def init_magics(self):
2159 2160 from IPython.core import magics as m
2160 2161 self.magics_manager = magic.MagicsManager(shell=self,
2161 2162 parent=self,
2162 2163 user_magics=m.UserMagics(self))
2163 2164 self.configurables.append(self.magics_manager)
2164 2165
2165 2166 # Expose as public API from the magics manager
2166 2167 self.register_magics = self.magics_manager.register
2167 2168 self.define_magic = self.magics_manager.define_magic
2168 2169
2169 2170 self.register_magics(m.AutoMagics, m.BasicMagics, m.CodeMagics,
2170 2171 m.ConfigMagics, m.DeprecatedMagics, m.DisplayMagics, m.ExecutionMagics,
2171 2172 m.ExtensionMagics, m.HistoryMagics, m.LoggingMagics,
2172 2173 m.NamespaceMagics, m.OSMagics, m.PylabMagics, m.ScriptMagics,
2173 2174 )
2174 2175
2175 2176 # Register Magic Aliases
2176 2177 mman = self.magics_manager
2177 2178 # FIXME: magic aliases should be defined by the Magics classes
2178 2179 # or in MagicsManager, not here
2179 2180 mman.register_alias('ed', 'edit')
2180 2181 mman.register_alias('hist', 'history')
2181 2182 mman.register_alias('rep', 'recall')
2182 2183 mman.register_alias('SVG', 'svg', 'cell')
2183 2184 mman.register_alias('HTML', 'html', 'cell')
2184 2185 mman.register_alias('file', 'writefile', 'cell')
2185 2186
2186 2187 # FIXME: Move the color initialization to the DisplayHook, which
2187 2188 # should be split into a prompt manager and displayhook. We probably
2188 2189 # even need a centralize colors management object.
2189 2190 self.magic('colors %s' % self.colors)
2190 2191
2191 2192 # Defined here so that it's included in the documentation
2192 2193 @functools.wraps(magic.MagicsManager.register_function)
2193 2194 def register_magic_function(self, func, magic_kind='line', magic_name=None):
2194 2195 self.magics_manager.register_function(func,
2195 2196 magic_kind=magic_kind, magic_name=magic_name)
2196 2197
2197 2198 def run_line_magic(self, magic_name, line):
2198 2199 """Execute the given line magic.
2199 2200
2200 2201 Parameters
2201 2202 ----------
2202 2203 magic_name : str
2203 2204 Name of the desired magic function, without '%' prefix.
2204 2205
2205 2206 line : str
2206 2207 The rest of the input line as a single string.
2207 2208 """
2208 2209 fn = self.find_line_magic(magic_name)
2209 2210 if fn is None:
2210 2211 cm = self.find_cell_magic(magic_name)
2211 2212 etpl = "Line magic function `%%%s` not found%s."
2212 2213 extra = '' if cm is None else (' (But cell magic `%%%%%s` exists, '
2213 2214 'did you mean that instead?)' % magic_name )
2214 2215 error(etpl % (magic_name, extra))
2215 2216 else:
2216 2217 # Note: this is the distance in the stack to the user's frame.
2217 2218 # This will need to be updated if the internal calling logic gets
2218 2219 # refactored, or else we'll be expanding the wrong variables.
2219 2220 stack_depth = 2
2220 2221 magic_arg_s = self.var_expand(line, stack_depth)
2221 2222 # Put magic args in a list so we can call with f(*a) syntax
2222 2223 args = [magic_arg_s]
2223 2224 kwargs = {}
2224 2225 # Grab local namespace if we need it:
2225 2226 if getattr(fn, "needs_local_scope", False):
2226 2227 kwargs['local_ns'] = sys._getframe(stack_depth).f_locals
2227 2228 with self.builtin_trap:
2228 2229 result = fn(*args,**kwargs)
2229 2230 return result
2230 2231
2231 2232 def run_cell_magic(self, magic_name, line, cell):
2232 2233 """Execute the given cell magic.
2233 2234
2234 2235 Parameters
2235 2236 ----------
2236 2237 magic_name : str
2237 2238 Name of the desired magic function, without '%' prefix.
2238 2239
2239 2240 line : str
2240 2241 The rest of the first input line as a single string.
2241 2242
2242 2243 cell : str
2243 2244 The body of the cell as a (possibly multiline) string.
2244 2245 """
2245 2246 fn = self.find_cell_magic(magic_name)
2246 2247 if fn is None:
2247 2248 lm = self.find_line_magic(magic_name)
2248 2249 etpl = "Cell magic `%%{0}` not found{1}."
2249 2250 extra = '' if lm is None else (' (But line magic `%{0}` exists, '
2250 2251 'did you mean that instead?)'.format(magic_name))
2251 2252 error(etpl.format(magic_name, extra))
2252 2253 elif cell == '':
2253 2254 message = '%%{0} is a cell magic, but the cell body is empty.'.format(magic_name)
2254 2255 if self.find_line_magic(magic_name) is not None:
2255 2256 message += ' Did you mean the line magic %{0} (single %)?'.format(magic_name)
2256 2257 raise UsageError(message)
2257 2258 else:
2258 2259 # Note: this is the distance in the stack to the user's frame.
2259 2260 # This will need to be updated if the internal calling logic gets
2260 2261 # refactored, or else we'll be expanding the wrong variables.
2261 2262 stack_depth = 2
2262 2263 magic_arg_s = self.var_expand(line, stack_depth)
2263 2264 with self.builtin_trap:
2264 2265 result = fn(magic_arg_s, cell)
2265 2266 return result
2266 2267
2267 2268 def find_line_magic(self, magic_name):
2268 2269 """Find and return a line magic by name.
2269 2270
2270 2271 Returns None if the magic isn't found."""
2271 2272 return self.magics_manager.magics['line'].get(magic_name)
2272 2273
2273 2274 def find_cell_magic(self, magic_name):
2274 2275 """Find and return a cell magic by name.
2275 2276
2276 2277 Returns None if the magic isn't found."""
2277 2278 return self.magics_manager.magics['cell'].get(magic_name)
2278 2279
2279 2280 def find_magic(self, magic_name, magic_kind='line'):
2280 2281 """Find and return a magic of the given type by name.
2281 2282
2282 2283 Returns None if the magic isn't found."""
2283 2284 return self.magics_manager.magics[magic_kind].get(magic_name)
2284 2285
2285 2286 def magic(self, arg_s):
2286 2287 """DEPRECATED. Use run_line_magic() instead.
2287 2288
2288 2289 Call a magic function by name.
2289 2290
2290 2291 Input: a string containing the name of the magic function to call and
2291 2292 any additional arguments to be passed to the magic.
2292 2293
2293 2294 magic('name -opt foo bar') is equivalent to typing at the ipython
2294 2295 prompt:
2295 2296
2296 2297 In[1]: %name -opt foo bar
2297 2298
2298 2299 To call a magic without arguments, simply use magic('name').
2299 2300
2300 2301 This provides a proper Python function to call IPython's magics in any
2301 2302 valid Python code you can type at the interpreter, including loops and
2302 2303 compound statements.
2303 2304 """
2304 2305 # TODO: should we issue a loud deprecation warning here?
2305 2306 magic_name, _, magic_arg_s = arg_s.partition(' ')
2306 2307 magic_name = magic_name.lstrip(prefilter.ESC_MAGIC)
2307 2308 return self.run_line_magic(magic_name, magic_arg_s)
2308 2309
2309 2310 #-------------------------------------------------------------------------
2310 2311 # Things related to macros
2311 2312 #-------------------------------------------------------------------------
2312 2313
2313 2314 def define_macro(self, name, themacro):
2314 2315 """Define a new macro
2315 2316
2316 2317 Parameters
2317 2318 ----------
2318 2319 name : str
2319 2320 The name of the macro.
2320 2321 themacro : str or Macro
2321 2322 The action to do upon invoking the macro. If a string, a new
2322 2323 Macro object is created by passing the string to it.
2323 2324 """
2324 2325
2325 2326 from IPython.core import macro
2326 2327
2327 2328 if isinstance(themacro, string_types):
2328 2329 themacro = macro.Macro(themacro)
2329 2330 if not isinstance(themacro, macro.Macro):
2330 2331 raise ValueError('A macro must be a string or a Macro instance.')
2331 2332 self.user_ns[name] = themacro
2332 2333
2333 2334 #-------------------------------------------------------------------------
2334 2335 # Things related to the running of system commands
2335 2336 #-------------------------------------------------------------------------
2336 2337
2337 2338 def system_piped(self, cmd):
2338 2339 """Call the given cmd in a subprocess, piping stdout/err
2339 2340
2340 2341 Parameters
2341 2342 ----------
2342 2343 cmd : str
2343 2344 Command to execute (can not end in '&', as background processes are
2344 2345 not supported. Should not be a command that expects input
2345 2346 other than simple text.
2346 2347 """
2347 2348 if cmd.rstrip().endswith('&'):
2348 2349 # this is *far* from a rigorous test
2349 2350 # We do not support backgrounding processes because we either use
2350 2351 # pexpect or pipes to read from. Users can always just call
2351 2352 # os.system() or use ip.system=ip.system_raw
2352 2353 # if they really want a background process.
2353 2354 raise OSError("Background processes not supported.")
2354 2355
2355 2356 # we explicitly do NOT return the subprocess status code, because
2356 2357 # a non-None value would trigger :func:`sys.displayhook` calls.
2357 2358 # Instead, we store the exit_code in user_ns.
2358 2359 self.user_ns['_exit_code'] = system(self.var_expand(cmd, depth=1))
2359 2360
2360 2361 def system_raw(self, cmd):
2361 2362 """Call the given cmd in a subprocess using os.system on Windows or
2362 2363 subprocess.call using the system shell on other platforms.
2363 2364
2364 2365 Parameters
2365 2366 ----------
2366 2367 cmd : str
2367 2368 Command to execute.
2368 2369 """
2369 2370 cmd = self.var_expand(cmd, depth=1)
2370 2371 # protect os.system from UNC paths on Windows, which it can't handle:
2371 2372 if sys.platform == 'win32':
2372 2373 from IPython.utils._process_win32 import AvoidUNCPath
2373 2374 with AvoidUNCPath() as path:
2374 2375 if path is not None:
2375 2376 cmd = '"pushd %s &&"%s' % (path, cmd)
2376 2377 cmd = py3compat.unicode_to_str(cmd)
2377 2378 try:
2378 2379 ec = os.system(cmd)
2379 2380 except KeyboardInterrupt:
2380 2381 self.write_err('\n' + self.get_exception_only())
2381 2382 ec = -2
2382 2383 else:
2383 2384 cmd = py3compat.unicode_to_str(cmd)
2384 2385 # For posix the result of the subprocess.call() below is an exit
2385 2386 # code, which by convention is zero for success, positive for
2386 2387 # program failure. Exit codes above 128 are reserved for signals,
2387 2388 # and the formula for converting a signal to an exit code is usually
2388 2389 # signal_number+128. To more easily differentiate between exit
2389 2390 # codes and signals, ipython uses negative numbers. For instance
2390 2391 # since control-c is signal 2 but exit code 130, ipython's
2391 2392 # _exit_code variable will read -2. Note that some shells like
2392 2393 # csh and fish don't follow sh/bash conventions for exit codes.
2393 2394 executable = os.environ.get('SHELL', None)
2394 2395 try:
2395 2396 # Use env shell instead of default /bin/sh
2396 2397 ec = subprocess.call(cmd, shell=True, executable=executable)
2397 2398 except KeyboardInterrupt:
2398 2399 # intercept control-C; a long traceback is not useful here
2399 2400 self.write_err('\n' + self.get_exception_only())
2400 2401 ec = 130
2401 2402 if ec > 128:
2402 2403 ec = -(ec - 128)
2403 2404
2404 2405 # We explicitly do NOT return the subprocess status code, because
2405 2406 # a non-None value would trigger :func:`sys.displayhook` calls.
2406 2407 # Instead, we store the exit_code in user_ns. Note the semantics
2407 2408 # of _exit_code: for control-c, _exit_code == -signal.SIGNIT,
2408 2409 # but raising SystemExit(_exit_code) will give status 254!
2409 2410 self.user_ns['_exit_code'] = ec
2410 2411
2411 2412 # use piped system by default, because it is better behaved
2412 2413 system = system_piped
2413 2414
2414 2415 def getoutput(self, cmd, split=True, depth=0):
2415 2416 """Get output (possibly including stderr) from a subprocess.
2416 2417
2417 2418 Parameters
2418 2419 ----------
2419 2420 cmd : str
2420 2421 Command to execute (can not end in '&', as background processes are
2421 2422 not supported.
2422 2423 split : bool, optional
2423 2424 If True, split the output into an IPython SList. Otherwise, an
2424 2425 IPython LSString is returned. These are objects similar to normal
2425 2426 lists and strings, with a few convenience attributes for easier
2426 2427 manipulation of line-based output. You can use '?' on them for
2427 2428 details.
2428 2429 depth : int, optional
2429 2430 How many frames above the caller are the local variables which should
2430 2431 be expanded in the command string? The default (0) assumes that the
2431 2432 expansion variables are in the stack frame calling this function.
2432 2433 """
2433 2434 if cmd.rstrip().endswith('&'):
2434 2435 # this is *far* from a rigorous test
2435 2436 raise OSError("Background processes not supported.")
2436 2437 out = getoutput(self.var_expand(cmd, depth=depth+1))
2437 2438 if split:
2438 2439 out = SList(out.splitlines())
2439 2440 else:
2440 2441 out = LSString(out)
2441 2442 return out
2442 2443
2443 2444 #-------------------------------------------------------------------------
2444 2445 # Things related to aliases
2445 2446 #-------------------------------------------------------------------------
2446 2447
2447 2448 def init_alias(self):
2448 2449 self.alias_manager = AliasManager(shell=self, parent=self)
2449 2450 self.configurables.append(self.alias_manager)
2450 2451
2451 2452 #-------------------------------------------------------------------------
2452 2453 # Things related to extensions
2453 2454 #-------------------------------------------------------------------------
2454 2455
2455 2456 def init_extension_manager(self):
2456 2457 self.extension_manager = ExtensionManager(shell=self, parent=self)
2457 2458 self.configurables.append(self.extension_manager)
2458 2459
2459 2460 #-------------------------------------------------------------------------
2460 2461 # Things related to payloads
2461 2462 #-------------------------------------------------------------------------
2462 2463
2463 2464 def init_payload(self):
2464 2465 self.payload_manager = PayloadManager(parent=self)
2465 2466 self.configurables.append(self.payload_manager)
2466 2467
2467 2468 #-------------------------------------------------------------------------
2468 2469 # Things related to the prefilter
2469 2470 #-------------------------------------------------------------------------
2470 2471
2471 2472 def init_prefilter(self):
2472 2473 self.prefilter_manager = PrefilterManager(shell=self, parent=self)
2473 2474 self.configurables.append(self.prefilter_manager)
2474 2475 # Ultimately this will be refactored in the new interpreter code, but
2475 2476 # for now, we should expose the main prefilter method (there's legacy
2476 2477 # code out there that may rely on this).
2477 2478 self.prefilter = self.prefilter_manager.prefilter_lines
2478 2479
2479 2480 def auto_rewrite_input(self, cmd):
2480 2481 """Print to the screen the rewritten form of the user's command.
2481 2482
2482 2483 This shows visual feedback by rewriting input lines that cause
2483 2484 automatic calling to kick in, like::
2484 2485
2485 2486 /f x
2486 2487
2487 2488 into::
2488 2489
2489 2490 ------> f(x)
2490 2491
2491 2492 after the user's input prompt. This helps the user understand that the
2492 2493 input line was transformed automatically by IPython.
2493 2494 """
2494 2495 if not self.show_rewritten_input:
2495 2496 return
2496 2497
2497 2498 rw = self.prompt_manager.render('rewrite') + cmd
2498 2499
2499 2500 try:
2500 2501 # plain ascii works better w/ pyreadline, on some machines, so
2501 2502 # we use it and only print uncolored rewrite if we have unicode
2502 2503 rw = str(rw)
2503 2504 print(rw, file=io.stdout)
2504 2505 except UnicodeEncodeError:
2505 2506 print("------> " + cmd)
2506 2507
2507 2508 #-------------------------------------------------------------------------
2508 2509 # Things related to extracting values/expressions from kernel and user_ns
2509 2510 #-------------------------------------------------------------------------
2510 2511
2511 2512 def _user_obj_error(self):
2512 2513 """return simple exception dict
2513 2514
2514 2515 for use in user_expressions
2515 2516 """
2516 2517
2517 2518 etype, evalue, tb = self._get_exc_info()
2518 2519 stb = self.InteractiveTB.get_exception_only(etype, evalue)
2519 2520
2520 2521 exc_info = {
2521 2522 u'status' : 'error',
2522 2523 u'traceback' : stb,
2523 2524 u'ename' : unicode_type(etype.__name__),
2524 2525 u'evalue' : py3compat.safe_unicode(evalue),
2525 2526 }
2526 2527
2527 2528 return exc_info
2528 2529
2529 2530 def _format_user_obj(self, obj):
2530 2531 """format a user object to display dict
2531 2532
2532 2533 for use in user_expressions
2533 2534 """
2534 2535
2535 2536 data, md = self.display_formatter.format(obj)
2536 2537 value = {
2537 2538 'status' : 'ok',
2538 2539 'data' : data,
2539 2540 'metadata' : md,
2540 2541 }
2541 2542 return value
2542 2543
2543 2544 def user_expressions(self, expressions):
2544 2545 """Evaluate a dict of expressions in the user's namespace.
2545 2546
2546 2547 Parameters
2547 2548 ----------
2548 2549 expressions : dict
2549 2550 A dict with string keys and string values. The expression values
2550 2551 should be valid Python expressions, each of which will be evaluated
2551 2552 in the user namespace.
2552 2553
2553 2554 Returns
2554 2555 -------
2555 2556 A dict, keyed like the input expressions dict, with the rich mime-typed
2556 2557 display_data of each value.
2557 2558 """
2558 2559 out = {}
2559 2560 user_ns = self.user_ns
2560 2561 global_ns = self.user_global_ns
2561 2562
2562 2563 for key, expr in iteritems(expressions):
2563 2564 try:
2564 2565 value = self._format_user_obj(eval(expr, global_ns, user_ns))
2565 2566 except:
2566 2567 value = self._user_obj_error()
2567 2568 out[key] = value
2568 2569 return out
2569 2570
2570 2571 #-------------------------------------------------------------------------
2571 2572 # Things related to the running of code
2572 2573 #-------------------------------------------------------------------------
2573 2574
2574 2575 def ex(self, cmd):
2575 2576 """Execute a normal python statement in user namespace."""
2576 2577 with self.builtin_trap:
2577 2578 exec(cmd, self.user_global_ns, self.user_ns)
2578 2579
2579 2580 def ev(self, expr):
2580 2581 """Evaluate python expression expr in user namespace.
2581 2582
2582 2583 Returns the result of evaluation
2583 2584 """
2584 2585 with self.builtin_trap:
2585 2586 return eval(expr, self.user_global_ns, self.user_ns)
2586 2587
2587 2588 def safe_execfile(self, fname, *where, **kw):
2588 2589 """A safe version of the builtin execfile().
2589 2590
2590 2591 This version will never throw an exception, but instead print
2591 2592 helpful error messages to the screen. This only works on pure
2592 2593 Python files with the .py extension.
2593 2594
2594 2595 Parameters
2595 2596 ----------
2596 2597 fname : string
2597 2598 The name of the file to be executed.
2598 2599 where : tuple
2599 2600 One or two namespaces, passed to execfile() as (globals,locals).
2600 2601 If only one is given, it is passed as both.
2601 2602 exit_ignore : bool (False)
2602 2603 If True, then silence SystemExit for non-zero status (it is always
2603 2604 silenced for zero status, as it is so common).
2604 2605 raise_exceptions : bool (False)
2605 2606 If True raise exceptions everywhere. Meant for testing.
2606 2607 shell_futures : bool (False)
2607 2608 If True, the code will share future statements with the interactive
2608 2609 shell. It will both be affected by previous __future__ imports, and
2609 2610 any __future__ imports in the code will affect the shell. If False,
2610 2611 __future__ imports are not shared in either direction.
2611 2612
2612 2613 """
2613 2614 kw.setdefault('exit_ignore', False)
2614 2615 kw.setdefault('raise_exceptions', False)
2615 2616 kw.setdefault('shell_futures', False)
2616 2617
2617 2618 fname = os.path.abspath(os.path.expanduser(fname))
2618 2619
2619 2620 # Make sure we can open the file
2620 2621 try:
2621 2622 with open(fname) as thefile:
2622 2623 pass
2623 2624 except:
2624 2625 warn('Could not open file <%s> for safe execution.' % fname)
2625 2626 return
2626 2627
2627 2628 # Find things also in current directory. This is needed to mimic the
2628 2629 # behavior of running a script from the system command line, where
2629 2630 # Python inserts the script's directory into sys.path
2630 2631 dname = os.path.dirname(fname)
2631 2632
2632 2633 with prepended_to_syspath(dname):
2633 2634 try:
2634 2635 glob, loc = (where + (None, ))[:2]
2635 2636 py3compat.execfile(
2636 2637 fname, glob, loc,
2637 2638 self.compile if kw['shell_futures'] else None)
2638 2639 except SystemExit as status:
2639 2640 # If the call was made with 0 or None exit status (sys.exit(0)
2640 2641 # or sys.exit() ), don't bother showing a traceback, as both of
2641 2642 # these are considered normal by the OS:
2642 2643 # > python -c'import sys;sys.exit(0)'; echo $?
2643 2644 # 0
2644 2645 # > python -c'import sys;sys.exit()'; echo $?
2645 2646 # 0
2646 2647 # For other exit status, we show the exception unless
2647 2648 # explicitly silenced, but only in short form.
2648 2649 if kw['raise_exceptions']:
2649 2650 raise
2650 2651 if status.code and not kw['exit_ignore']:
2651 2652 self.showtraceback(exception_only=True)
2652 2653 except:
2653 2654 if kw['raise_exceptions']:
2654 2655 raise
2655 2656 # tb offset is 2 because we wrap execfile
2656 2657 self.showtraceback(tb_offset=2)
2657 2658
2658 2659 def safe_execfile_ipy(self, fname, shell_futures=False):
2659 2660 """Like safe_execfile, but for .ipy or .ipynb files with IPython syntax.
2660 2661
2661 2662 Parameters
2662 2663 ----------
2663 2664 fname : str
2664 2665 The name of the file to execute. The filename must have a
2665 2666 .ipy or .ipynb extension.
2666 2667 shell_futures : bool (False)
2667 2668 If True, the code will share future statements with the interactive
2668 2669 shell. It will both be affected by previous __future__ imports, and
2669 2670 any __future__ imports in the code will affect the shell. If False,
2670 2671 __future__ imports are not shared in either direction.
2671 2672 """
2672 2673 fname = os.path.abspath(os.path.expanduser(fname))
2673 2674
2674 2675 # Make sure we can open the file
2675 2676 try:
2676 2677 with open(fname) as thefile:
2677 2678 pass
2678 2679 except:
2679 2680 warn('Could not open file <%s> for safe execution.' % fname)
2680 2681 return
2681 2682
2682 2683 # Find things also in current directory. This is needed to mimic the
2683 2684 # behavior of running a script from the system command line, where
2684 2685 # Python inserts the script's directory into sys.path
2685 2686 dname = os.path.dirname(fname)
2686 2687
2687 2688 def get_cells():
2688 2689 """generator for sequence of code blocks to run"""
2689 2690 if fname.endswith('.ipynb'):
2690 2691 from IPython.nbformat import read
2691 2692 with io_open(fname) as f:
2692 2693 nb = read(f, as_version=4)
2693 2694 if not nb.cells:
2694 2695 return
2695 2696 for cell in nb.cells:
2696 2697 if cell.cell_type == 'code':
2697 2698 yield cell.source
2698 2699 else:
2699 2700 with open(fname) as f:
2700 2701 yield f.read()
2701 2702
2702 2703 with prepended_to_syspath(dname):
2703 2704 try:
2704 2705 for cell in get_cells():
2705 2706 # self.run_cell currently captures all exceptions
2706 2707 # raised in user code. It would be nice if there were
2707 2708 # versions of run_cell that did raise, so
2708 2709 # we could catch the errors.
2709 2710 result = self.run_cell(cell, silent=True, shell_futures=shell_futures)
2710 2711 if not result.success:
2711 2712 break
2712 2713 except:
2713 2714 self.showtraceback()
2714 2715 warn('Unknown failure executing file: <%s>' % fname)
2715 2716
2716 2717 def safe_run_module(self, mod_name, where):
2717 2718 """A safe version of runpy.run_module().
2718 2719
2719 2720 This version will never throw an exception, but instead print
2720 2721 helpful error messages to the screen.
2721 2722
2722 2723 `SystemExit` exceptions with status code 0 or None are ignored.
2723 2724
2724 2725 Parameters
2725 2726 ----------
2726 2727 mod_name : string
2727 2728 The name of the module to be executed.
2728 2729 where : dict
2729 2730 The globals namespace.
2730 2731 """
2731 2732 try:
2732 2733 try:
2733 2734 where.update(
2734 2735 runpy.run_module(str(mod_name), run_name="__main__",
2735 2736 alter_sys=True)
2736 2737 )
2737 2738 except SystemExit as status:
2738 2739 if status.code:
2739 2740 raise
2740 2741 except:
2741 2742 self.showtraceback()
2742 2743 warn('Unknown failure executing module: <%s>' % mod_name)
2743 2744
2744 2745 def _run_cached_cell_magic(self, magic_name, line):
2745 2746 """Special method to call a cell magic with the data stored in self.
2746 2747 """
2747 2748 cell = self._current_cell_magic_body
2748 2749 self._current_cell_magic_body = None
2749 2750 return self.run_cell_magic(magic_name, line, cell)
2750 2751
2751 2752 def run_cell(self, raw_cell, store_history=False, silent=False, shell_futures=True):
2752 2753 """Run a complete IPython cell.
2753 2754
2754 2755 Parameters
2755 2756 ----------
2756 2757 raw_cell : str
2757 2758 The code (including IPython code such as %magic functions) to run.
2758 2759 store_history : bool
2759 2760 If True, the raw and translated cell will be stored in IPython's
2760 2761 history. For user code calling back into IPython's machinery, this
2761 2762 should be set to False.
2762 2763 silent : bool
2763 2764 If True, avoid side-effects, such as implicit displayhooks and
2764 2765 and logging. silent=True forces store_history=False.
2765 2766 shell_futures : bool
2766 2767 If True, the code will share future statements with the interactive
2767 2768 shell. It will both be affected by previous __future__ imports, and
2768 2769 any __future__ imports in the code will affect the shell. If False,
2769 2770 __future__ imports are not shared in either direction.
2770 2771
2771 2772 Returns
2772 2773 -------
2773 2774 result : :class:`ExecutionResult`
2774 2775 """
2775 2776 result = ExecutionResult()
2776 2777
2777 2778 if (not raw_cell) or raw_cell.isspace():
2778 2779 return result
2779 2780
2780 2781 if silent:
2781 2782 store_history = False
2782 2783
2783 2784 if store_history:
2784 2785 result.execution_count = self.execution_count
2785 2786
2786 2787 def error_before_exec(value):
2787 2788 result.error_before_exec = value
2788 2789 return result
2789 2790
2790 2791 self.events.trigger('pre_execute')
2791 2792 if not silent:
2792 2793 self.events.trigger('pre_run_cell')
2793 2794
2794 2795 # If any of our input transformation (input_transformer_manager or
2795 2796 # prefilter_manager) raises an exception, we store it in this variable
2796 2797 # so that we can display the error after logging the input and storing
2797 2798 # it in the history.
2798 2799 preprocessing_exc_tuple = None
2799 2800 try:
2800 2801 # Static input transformations
2801 2802 cell = self.input_transformer_manager.transform_cell(raw_cell)
2802 2803 except SyntaxError:
2803 2804 preprocessing_exc_tuple = sys.exc_info()
2804 2805 cell = raw_cell # cell has to exist so it can be stored/logged
2805 2806 else:
2806 2807 if len(cell.splitlines()) == 1:
2807 2808 # Dynamic transformations - only applied for single line commands
2808 2809 with self.builtin_trap:
2809 2810 try:
2810 2811 # use prefilter_lines to handle trailing newlines
2811 2812 # restore trailing newline for ast.parse
2812 2813 cell = self.prefilter_manager.prefilter_lines(cell) + '\n'
2813 2814 except Exception:
2814 2815 # don't allow prefilter errors to crash IPython
2815 2816 preprocessing_exc_tuple = sys.exc_info()
2816 2817
2817 2818 # Store raw and processed history
2818 2819 if store_history:
2819 2820 self.history_manager.store_inputs(self.execution_count,
2820 2821 cell, raw_cell)
2821 2822 if not silent:
2822 2823 self.logger.log(cell, raw_cell)
2823 2824
2824 2825 # Display the exception if input processing failed.
2825 2826 if preprocessing_exc_tuple is not None:
2826 2827 self.showtraceback(preprocessing_exc_tuple)
2827 2828 if store_history:
2828 2829 self.execution_count += 1
2829 2830 return error_before_exec(preprocessing_exc_tuple[2])
2830 2831
2831 2832 # Our own compiler remembers the __future__ environment. If we want to
2832 2833 # run code with a separate __future__ environment, use the default
2833 2834 # compiler
2834 2835 compiler = self.compile if shell_futures else CachingCompiler()
2835 2836
2836 2837 with self.builtin_trap:
2837 2838 cell_name = self.compile.cache(cell, self.execution_count)
2838 2839
2839 2840 with self.display_trap:
2840 2841 # Compile to bytecode
2841 2842 try:
2842 2843 code_ast = compiler.ast_parse(cell, filename=cell_name)
2843 2844 except IndentationError as e:
2844 2845 self.showindentationerror()
2845 2846 if store_history:
2846 2847 self.execution_count += 1
2847 2848 return error_before_exec(e)
2848 2849 except (OverflowError, SyntaxError, ValueError, TypeError,
2849 2850 MemoryError) as e:
2850 2851 self.showsyntaxerror()
2851 2852 if store_history:
2852 2853 self.execution_count += 1
2853 2854 return error_before_exec(e)
2854 2855
2855 2856 # Apply AST transformations
2856 2857 try:
2857 2858 code_ast = self.transform_ast(code_ast)
2858 2859 except InputRejected as e:
2859 2860 self.showtraceback()
2860 2861 if store_history:
2861 2862 self.execution_count += 1
2862 2863 return error_before_exec(e)
2863 2864
2864 2865 # Give the displayhook a reference to our ExecutionResult so it
2865 2866 # can fill in the output value.
2866 2867 self.displayhook.exec_result = result
2867 2868
2868 2869 # Execute the user code
2869 2870 interactivity = "none" if silent else self.ast_node_interactivity
2870 2871 self.run_ast_nodes(code_ast.body, cell_name,
2871 2872 interactivity=interactivity, compiler=compiler, result=result)
2872 2873
2873 2874 # Reset this so later displayed values do not modify the
2874 2875 # ExecutionResult
2875 2876 self.displayhook.exec_result = None
2876 2877
2877 2878 self.events.trigger('post_execute')
2878 2879 if not silent:
2879 2880 self.events.trigger('post_run_cell')
2880 2881
2881 2882 if store_history:
2882 2883 # Write output to the database. Does nothing unless
2883 2884 # history output logging is enabled.
2884 2885 self.history_manager.store_output(self.execution_count)
2885 2886 # Each cell is a *single* input, regardless of how many lines it has
2886 2887 self.execution_count += 1
2887 2888
2888 2889 return result
2889 2890
2890 2891 def transform_ast(self, node):
2891 2892 """Apply the AST transformations from self.ast_transformers
2892 2893
2893 2894 Parameters
2894 2895 ----------
2895 2896 node : ast.Node
2896 2897 The root node to be transformed. Typically called with the ast.Module
2897 2898 produced by parsing user input.
2898 2899
2899 2900 Returns
2900 2901 -------
2901 2902 An ast.Node corresponding to the node it was called with. Note that it
2902 2903 may also modify the passed object, so don't rely on references to the
2903 2904 original AST.
2904 2905 """
2905 2906 for transformer in self.ast_transformers:
2906 2907 try:
2907 2908 node = transformer.visit(node)
2908 2909 except InputRejected:
2909 2910 # User-supplied AST transformers can reject an input by raising
2910 2911 # an InputRejected. Short-circuit in this case so that we
2911 2912 # don't unregister the transform.
2912 2913 raise
2913 2914 except Exception:
2914 2915 warn("AST transformer %r threw an error. It will be unregistered." % transformer)
2915 2916 self.ast_transformers.remove(transformer)
2916 2917
2917 2918 if self.ast_transformers:
2918 2919 ast.fix_missing_locations(node)
2919 2920 return node
2920 2921
2921 2922
2922 2923 def run_ast_nodes(self, nodelist, cell_name, interactivity='last_expr',
2923 2924 compiler=compile, result=None):
2924 2925 """Run a sequence of AST nodes. The execution mode depends on the
2925 2926 interactivity parameter.
2926 2927
2927 2928 Parameters
2928 2929 ----------
2929 2930 nodelist : list
2930 2931 A sequence of AST nodes to run.
2931 2932 cell_name : str
2932 2933 Will be passed to the compiler as the filename of the cell. Typically
2933 2934 the value returned by ip.compile.cache(cell).
2934 2935 interactivity : str
2935 2936 'all', 'last', 'last_expr' or 'none', specifying which nodes should be
2936 2937 run interactively (displaying output from expressions). 'last_expr'
2937 2938 will run the last node interactively only if it is an expression (i.e.
2938 2939 expressions in loops or other blocks are not displayed. Other values
2939 2940 for this parameter will raise a ValueError.
2940 2941 compiler : callable
2941 2942 A function with the same interface as the built-in compile(), to turn
2942 2943 the AST nodes into code objects. Default is the built-in compile().
2943 2944 result : ExecutionResult, optional
2944 2945 An object to store exceptions that occur during execution.
2945 2946
2946 2947 Returns
2947 2948 -------
2948 2949 True if an exception occurred while running code, False if it finished
2949 2950 running.
2950 2951 """
2951 2952 if not nodelist:
2952 2953 return
2953 2954
2954 2955 if interactivity == 'last_expr':
2955 2956 if isinstance(nodelist[-1], ast.Expr):
2956 2957 interactivity = "last"
2957 2958 else:
2958 2959 interactivity = "none"
2959 2960
2960 2961 if interactivity == 'none':
2961 2962 to_run_exec, to_run_interactive = nodelist, []
2962 2963 elif interactivity == 'last':
2963 2964 to_run_exec, to_run_interactive = nodelist[:-1], nodelist[-1:]
2964 2965 elif interactivity == 'all':
2965 2966 to_run_exec, to_run_interactive = [], nodelist
2966 2967 else:
2967 2968 raise ValueError("Interactivity was %r" % interactivity)
2968 2969
2969 2970 exec_count = self.execution_count
2970 2971
2971 2972 try:
2972 2973 for i, node in enumerate(to_run_exec):
2973 2974 mod = ast.Module([node])
2974 2975 code = compiler(mod, cell_name, "exec")
2975 2976 if self.run_code(code, result):
2976 2977 return True
2977 2978
2978 2979 for i, node in enumerate(to_run_interactive):
2979 2980 mod = ast.Interactive([node])
2980 2981 code = compiler(mod, cell_name, "single")
2981 2982 if self.run_code(code, result):
2982 2983 return True
2983 2984
2984 2985 # Flush softspace
2985 2986 if softspace(sys.stdout, 0):
2986 2987 print()
2987 2988
2988 2989 except:
2989 2990 # It's possible to have exceptions raised here, typically by
2990 2991 # compilation of odd code (such as a naked 'return' outside a
2991 2992 # function) that did parse but isn't valid. Typically the exception
2992 2993 # is a SyntaxError, but it's safest just to catch anything and show
2993 2994 # the user a traceback.
2994 2995
2995 2996 # We do only one try/except outside the loop to minimize the impact
2996 2997 # on runtime, and also because if any node in the node list is
2997 2998 # broken, we should stop execution completely.
2998 2999 if result:
2999 3000 result.error_before_exec = sys.exc_info()[1]
3000 3001 self.showtraceback()
3001 3002 return True
3002 3003
3003 3004 return False
3004 3005
3005 3006 def run_code(self, code_obj, result=None):
3006 3007 """Execute a code object.
3007 3008
3008 3009 When an exception occurs, self.showtraceback() is called to display a
3009 3010 traceback.
3010 3011
3011 3012 Parameters
3012 3013 ----------
3013 3014 code_obj : code object
3014 3015 A compiled code object, to be executed
3015 3016 result : ExecutionResult, optional
3016 3017 An object to store exceptions that occur during execution.
3017 3018
3018 3019 Returns
3019 3020 -------
3020 3021 False : successful execution.
3021 3022 True : an error occurred.
3022 3023 """
3023 3024 # Set our own excepthook in case the user code tries to call it
3024 3025 # directly, so that the IPython crash handler doesn't get triggered
3025 3026 old_excepthook, sys.excepthook = sys.excepthook, self.excepthook
3026 3027
3027 3028 # we save the original sys.excepthook in the instance, in case config
3028 3029 # code (such as magics) needs access to it.
3029 3030 self.sys_excepthook = old_excepthook
3030 3031 outflag = 1 # happens in more places, so it's easier as default
3031 3032 try:
3032 3033 try:
3033 3034 self.hooks.pre_run_code_hook()
3034 3035 #rprint('Running code', repr(code_obj)) # dbg
3035 3036 exec(code_obj, self.user_global_ns, self.user_ns)
3036 3037 finally:
3037 3038 # Reset our crash handler in place
3038 3039 sys.excepthook = old_excepthook
3039 3040 except SystemExit as e:
3040 3041 if result is not None:
3041 3042 result.error_in_exec = e
3042 3043 self.showtraceback(exception_only=True)
3043 3044 warn("To exit: use 'exit', 'quit', or Ctrl-D.", level=1)
3044 3045 except self.custom_exceptions:
3045 3046 etype, value, tb = sys.exc_info()
3046 3047 if result is not None:
3047 3048 result.error_in_exec = value
3048 3049 self.CustomTB(etype, value, tb)
3049 3050 except:
3050 3051 if result is not None:
3051 3052 result.error_in_exec = sys.exc_info()[1]
3052 3053 self.showtraceback()
3053 3054 else:
3054 3055 outflag = 0
3055 3056 return outflag
3056 3057
3057 3058 # For backwards compatibility
3058 3059 runcode = run_code
3059 3060
3060 3061 #-------------------------------------------------------------------------
3061 3062 # Things related to GUI support and pylab
3062 3063 #-------------------------------------------------------------------------
3063 3064
3064 3065 def enable_gui(self, gui=None):
3065 3066 raise NotImplementedError('Implement enable_gui in a subclass')
3066 3067
3067 3068 def enable_matplotlib(self, gui=None):
3068 3069 """Enable interactive matplotlib and inline figure support.
3069 3070
3070 3071 This takes the following steps:
3071 3072
3072 3073 1. select the appropriate eventloop and matplotlib backend
3073 3074 2. set up matplotlib for interactive use with that backend
3074 3075 3. configure formatters for inline figure display
3075 3076 4. enable the selected gui eventloop
3076 3077
3077 3078 Parameters
3078 3079 ----------
3079 3080 gui : optional, string
3080 3081 If given, dictates the choice of matplotlib GUI backend to use
3081 3082 (should be one of IPython's supported backends, 'qt', 'osx', 'tk',
3082 3083 'gtk', 'wx' or 'inline'), otherwise we use the default chosen by
3083 3084 matplotlib (as dictated by the matplotlib build-time options plus the
3084 3085 user's matplotlibrc configuration file). Note that not all backends
3085 3086 make sense in all contexts, for example a terminal ipython can't
3086 3087 display figures inline.
3087 3088 """
3088 3089 from IPython.core import pylabtools as pt
3089 3090 gui, backend = pt.find_gui_and_backend(gui, self.pylab_gui_select)
3090 3091
3091 3092 if gui != 'inline':
3092 3093 # If we have our first gui selection, store it
3093 3094 if self.pylab_gui_select is None:
3094 3095 self.pylab_gui_select = gui
3095 3096 # Otherwise if they are different
3096 3097 elif gui != self.pylab_gui_select:
3097 3098 print ('Warning: Cannot change to a different GUI toolkit: %s.'
3098 3099 ' Using %s instead.' % (gui, self.pylab_gui_select))
3099 3100 gui, backend = pt.find_gui_and_backend(self.pylab_gui_select)
3100 3101
3101 3102 pt.activate_matplotlib(backend)
3102 3103 pt.configure_inline_support(self, backend)
3103 3104
3104 3105 # Now we must activate the gui pylab wants to use, and fix %run to take
3105 3106 # plot updates into account
3106 3107 self.enable_gui(gui)
3107 3108 self.magics_manager.registry['ExecutionMagics'].default_runner = \
3108 3109 pt.mpl_runner(self.safe_execfile)
3109 3110
3110 3111 return gui, backend
3111 3112
3112 3113 def enable_pylab(self, gui=None, import_all=True, welcome_message=False):
3113 3114 """Activate pylab support at runtime.
3114 3115
3115 3116 This turns on support for matplotlib, preloads into the interactive
3116 3117 namespace all of numpy and pylab, and configures IPython to correctly
3117 3118 interact with the GUI event loop. The GUI backend to be used can be
3118 3119 optionally selected with the optional ``gui`` argument.
3119 3120
3120 3121 This method only adds preloading the namespace to InteractiveShell.enable_matplotlib.
3121 3122
3122 3123 Parameters
3123 3124 ----------
3124 3125 gui : optional, string
3125 3126 If given, dictates the choice of matplotlib GUI backend to use
3126 3127 (should be one of IPython's supported backends, 'qt', 'osx', 'tk',
3127 3128 'gtk', 'wx' or 'inline'), otherwise we use the default chosen by
3128 3129 matplotlib (as dictated by the matplotlib build-time options plus the
3129 3130 user's matplotlibrc configuration file). Note that not all backends
3130 3131 make sense in all contexts, for example a terminal ipython can't
3131 3132 display figures inline.
3132 3133 import_all : optional, bool, default: True
3133 3134 Whether to do `from numpy import *` and `from pylab import *`
3134 3135 in addition to module imports.
3135 3136 welcome_message : deprecated
3136 3137 This argument is ignored, no welcome message will be displayed.
3137 3138 """
3138 3139 from IPython.core.pylabtools import import_pylab
3139 3140
3140 3141 gui, backend = self.enable_matplotlib(gui)
3141 3142
3142 3143 # We want to prevent the loading of pylab to pollute the user's
3143 3144 # namespace as shown by the %who* magics, so we execute the activation
3144 3145 # code in an empty namespace, and we update *both* user_ns and
3145 3146 # user_ns_hidden with this information.
3146 3147 ns = {}
3147 3148 import_pylab(ns, import_all)
3148 3149 # warn about clobbered names
3149 3150 ignored = set(["__builtins__"])
3150 3151 both = set(ns).intersection(self.user_ns).difference(ignored)
3151 3152 clobbered = [ name for name in both if self.user_ns[name] is not ns[name] ]
3152 3153 self.user_ns.update(ns)
3153 3154 self.user_ns_hidden.update(ns)
3154 3155 return gui, backend, clobbered
3155 3156
3156 3157 #-------------------------------------------------------------------------
3157 3158 # Utilities
3158 3159 #-------------------------------------------------------------------------
3159 3160
3160 3161 def var_expand(self, cmd, depth=0, formatter=DollarFormatter()):
3161 3162 """Expand python variables in a string.
3162 3163
3163 3164 The depth argument indicates how many frames above the caller should
3164 3165 be walked to look for the local namespace where to expand variables.
3165 3166
3166 3167 The global namespace for expansion is always the user's interactive
3167 3168 namespace.
3168 3169 """
3169 3170 ns = self.user_ns.copy()
3170 3171 try:
3171 3172 frame = sys._getframe(depth+1)
3172 3173 except ValueError:
3173 3174 # This is thrown if there aren't that many frames on the stack,
3174 3175 # e.g. if a script called run_line_magic() directly.
3175 3176 pass
3176 3177 else:
3177 3178 ns.update(frame.f_locals)
3178 3179
3179 3180 try:
3180 3181 # We have to use .vformat() here, because 'self' is a valid and common
3181 3182 # name, and expanding **ns for .format() would make it collide with
3182 3183 # the 'self' argument of the method.
3183 3184 cmd = formatter.vformat(cmd, args=[], kwargs=ns)
3184 3185 except Exception:
3185 3186 # if formatter couldn't format, just let it go untransformed
3186 3187 pass
3187 3188 return cmd
3188 3189
3189 3190 def mktempfile(self, data=None, prefix='ipython_edit_'):
3190 3191 """Make a new tempfile and return its filename.
3191 3192
3192 3193 This makes a call to tempfile.mkstemp (created in a tempfile.mkdtemp),
3193 3194 but it registers the created filename internally so ipython cleans it up
3194 3195 at exit time.
3195 3196
3196 3197 Optional inputs:
3197 3198
3198 3199 - data(None): if data is given, it gets written out to the temp file
3199 3200 immediately, and the file is closed again."""
3200 3201
3201 3202 dirname = tempfile.mkdtemp(prefix=prefix)
3202 3203 self.tempdirs.append(dirname)
3203 3204
3204 3205 handle, filename = tempfile.mkstemp('.py', prefix, dir=dirname)
3205 3206 os.close(handle) # On Windows, there can only be one open handle on a file
3206 3207 self.tempfiles.append(filename)
3207 3208
3208 3209 if data:
3209 3210 tmp_file = open(filename,'w')
3210 3211 tmp_file.write(data)
3211 3212 tmp_file.close()
3212 3213 return filename
3213 3214
3214 3215 # TODO: This should be removed when Term is refactored.
3215 3216 def write(self,data):
3216 3217 """Write a string to the default output"""
3217 3218 io.stdout.write(data)
3218 3219
3219 3220 # TODO: This should be removed when Term is refactored.
3220 3221 def write_err(self,data):
3221 3222 """Write a string to the default error output"""
3222 3223 io.stderr.write(data)
3223 3224
3224 3225 def ask_yes_no(self, prompt, default=None):
3225 3226 if self.quiet:
3226 3227 return True
3227 3228 return ask_yes_no(prompt,default)
3228 3229
3229 3230 def show_usage(self):
3230 3231 """Show a usage message"""
3231 3232 page.page(IPython.core.usage.interactive_usage)
3232 3233
3233 3234 def extract_input_lines(self, range_str, raw=False):
3234 3235 """Return as a string a set of input history slices.
3235 3236
3236 3237 Parameters
3237 3238 ----------
3238 3239 range_str : string
3239 3240 The set of slices is given as a string, like "~5/6-~4/2 4:8 9",
3240 3241 since this function is for use by magic functions which get their
3241 3242 arguments as strings. The number before the / is the session
3242 3243 number: ~n goes n back from the current session.
3243 3244
3244 3245 raw : bool, optional
3245 3246 By default, the processed input is used. If this is true, the raw
3246 3247 input history is used instead.
3247 3248
3248 3249 Notes
3249 3250 -----
3250 3251
3251 3252 Slices can be described with two notations:
3252 3253
3253 3254 * ``N:M`` -> standard python form, means including items N...(M-1).
3254 3255 * ``N-M`` -> include items N..M (closed endpoint).
3255 3256 """
3256 3257 lines = self.history_manager.get_range_by_str(range_str, raw=raw)
3257 3258 return "\n".join(x for _, _, x in lines)
3258 3259
3259 3260 def find_user_code(self, target, raw=True, py_only=False, skip_encoding_cookie=True, search_ns=False):
3260 3261 """Get a code string from history, file, url, or a string or macro.
3261 3262
3262 3263 This is mainly used by magic functions.
3263 3264
3264 3265 Parameters
3265 3266 ----------
3266 3267
3267 3268 target : str
3268 3269
3269 3270 A string specifying code to retrieve. This will be tried respectively
3270 3271 as: ranges of input history (see %history for syntax), url,
3271 3272 correspnding .py file, filename, or an expression evaluating to a
3272 3273 string or Macro in the user namespace.
3273 3274
3274 3275 raw : bool
3275 3276 If true (default), retrieve raw history. Has no effect on the other
3276 3277 retrieval mechanisms.
3277 3278
3278 3279 py_only : bool (default False)
3279 3280 Only try to fetch python code, do not try alternative methods to decode file
3280 3281 if unicode fails.
3281 3282
3282 3283 Returns
3283 3284 -------
3284 3285 A string of code.
3285 3286
3286 3287 ValueError is raised if nothing is found, and TypeError if it evaluates
3287 3288 to an object of another type. In each case, .args[0] is a printable
3288 3289 message.
3289 3290 """
3290 3291 code = self.extract_input_lines(target, raw=raw) # Grab history
3291 3292 if code:
3292 3293 return code
3293 3294 utarget = unquote_filename(target)
3294 3295 try:
3295 3296 if utarget.startswith(('http://', 'https://')):
3296 3297 return openpy.read_py_url(utarget, skip_encoding_cookie=skip_encoding_cookie)
3297 3298 except UnicodeDecodeError:
3298 3299 if not py_only :
3299 3300 # Deferred import
3300 3301 try:
3301 3302 from urllib.request import urlopen # Py3
3302 3303 except ImportError:
3303 3304 from urllib import urlopen
3304 3305 response = urlopen(target)
3305 3306 return response.read().decode('latin1')
3306 3307 raise ValueError(("'%s' seem to be unreadable.") % utarget)
3307 3308
3308 3309 potential_target = [target]
3309 3310 try :
3310 3311 potential_target.insert(0,get_py_filename(target))
3311 3312 except IOError:
3312 3313 pass
3313 3314
3314 3315 for tgt in potential_target :
3315 3316 if os.path.isfile(tgt): # Read file
3316 3317 try :
3317 3318 return openpy.read_py_file(tgt, skip_encoding_cookie=skip_encoding_cookie)
3318 3319 except UnicodeDecodeError :
3319 3320 if not py_only :
3320 3321 with io_open(tgt,'r', encoding='latin1') as f :
3321 3322 return f.read()
3322 3323 raise ValueError(("'%s' seem to be unreadable.") % target)
3323 3324 elif os.path.isdir(os.path.expanduser(tgt)):
3324 3325 raise ValueError("'%s' is a directory, not a regular file." % target)
3325 3326
3326 3327 if search_ns:
3327 3328 # Inspect namespace to load object source
3328 3329 object_info = self.object_inspect(target, detail_level=1)
3329 3330 if object_info['found'] and object_info['source']:
3330 3331 return object_info['source']
3331 3332
3332 3333 try: # User namespace
3333 3334 codeobj = eval(target, self.user_ns)
3334 3335 except Exception:
3335 3336 raise ValueError(("'%s' was not found in history, as a file, url, "
3336 3337 "nor in the user namespace.") % target)
3337 3338
3338 3339 if isinstance(codeobj, string_types):
3339 3340 return codeobj
3340 3341 elif isinstance(codeobj, Macro):
3341 3342 return codeobj.value
3342 3343
3343 3344 raise TypeError("%s is neither a string nor a macro." % target,
3344 3345 codeobj)
3345 3346
3346 3347 #-------------------------------------------------------------------------
3347 3348 # Things related to IPython exiting
3348 3349 #-------------------------------------------------------------------------
3349 3350 def atexit_operations(self):
3350 3351 """This will be executed at the time of exit.
3351 3352
3352 3353 Cleanup operations and saving of persistent data that is done
3353 3354 unconditionally by IPython should be performed here.
3354 3355
3355 3356 For things that may depend on startup flags or platform specifics (such
3356 3357 as having readline or not), register a separate atexit function in the
3357 3358 code that has the appropriate information, rather than trying to
3358 3359 clutter
3359 3360 """
3360 3361 # Close the history session (this stores the end time and line count)
3361 3362 # this must be *before* the tempfile cleanup, in case of temporary
3362 3363 # history db
3363 3364 self.history_manager.end_session()
3364 3365
3365 3366 # Cleanup all tempfiles and folders left around
3366 3367 for tfile in self.tempfiles:
3367 3368 try:
3368 3369 os.unlink(tfile)
3369 3370 except OSError:
3370 3371 pass
3371 3372
3372 3373 for tdir in self.tempdirs:
3373 3374 try:
3374 3375 os.rmdir(tdir)
3375 3376 except OSError:
3376 3377 pass
3377 3378
3378 3379 # Clear all user namespaces to release all references cleanly.
3379 3380 self.reset(new_session=False)
3380 3381
3381 3382 # Run user hooks
3382 3383 self.hooks.shutdown_hook()
3383 3384
3384 3385 def cleanup(self):
3385 3386 self.restore_sys_module_state()
3386 3387
3387 3388
3388 3389 class InteractiveShellABC(with_metaclass(abc.ABCMeta, object)):
3389 3390 """An abstract base class for InteractiveShell."""
3390 3391
3391 3392 InteractiveShellABC.register(InteractiveShell)
@@ -1,702 +1,702
1 1 # encoding: utf-8
2 2 """Magic functions for InteractiveShell.
3 3 """
4 4 from __future__ import print_function
5 5
6 6 #-----------------------------------------------------------------------------
7 7 # Copyright (C) 2001 Janko Hauser <jhauser@zscout.de> and
8 8 # Copyright (C) 2001 Fernando Perez <fperez@colorado.edu>
9 9 # Copyright (C) 2008 The IPython Development Team
10 10
11 11 # Distributed under the terms of the BSD License. The full license is in
12 12 # the file COPYING, distributed as part of this software.
13 13 #-----------------------------------------------------------------------------
14 14
15 15 #-----------------------------------------------------------------------------
16 16 # Imports
17 17 #-----------------------------------------------------------------------------
18 18 # Stdlib
19 19 import os
20 20 import re
21 21 import sys
22 22 import types
23 23 from getopt import getopt, GetoptError
24 24
25 25 # Our own
26 26 from IPython.config.configurable import Configurable
27 27 from IPython.core import oinspect
28 28 from IPython.core.error import UsageError
29 29 from IPython.core.inputsplitter import ESC_MAGIC, ESC_MAGIC2
30 from IPython.external.decorator import decorator
30 from decorator import decorator
31 31 from IPython.utils.ipstruct import Struct
32 32 from IPython.utils.process import arg_split
33 33 from IPython.utils.py3compat import string_types, iteritems
34 34 from IPython.utils.text import dedent
35 35 from IPython.utils.traitlets import Bool, Dict, Instance, MetaHasTraits
36 36 from IPython.utils.warn import error
37 37
38 38 #-----------------------------------------------------------------------------
39 39 # Globals
40 40 #-----------------------------------------------------------------------------
41 41
42 42 # A dict we'll use for each class that has magics, used as temporary storage to
43 43 # pass information between the @line/cell_magic method decorators and the
44 44 # @magics_class class decorator, because the method decorators have no
45 45 # access to the class when they run. See for more details:
46 46 # http://stackoverflow.com/questions/2366713/can-a-python-decorator-of-an-instance-method-access-the-class
47 47
48 48 magics = dict(line={}, cell={})
49 49
50 50 magic_kinds = ('line', 'cell')
51 51 magic_spec = ('line', 'cell', 'line_cell')
52 52 magic_escapes = dict(line=ESC_MAGIC, cell=ESC_MAGIC2)
53 53
54 54 #-----------------------------------------------------------------------------
55 55 # Utility classes and functions
56 56 #-----------------------------------------------------------------------------
57 57
58 58 class Bunch: pass
59 59
60 60
61 61 def on_off(tag):
62 62 """Return an ON/OFF string for a 1/0 input. Simple utility function."""
63 63 return ['OFF','ON'][tag]
64 64
65 65
66 66 def compress_dhist(dh):
67 67 """Compress a directory history into a new one with at most 20 entries.
68 68
69 69 Return a new list made from the first and last 10 elements of dhist after
70 70 removal of duplicates.
71 71 """
72 72 head, tail = dh[:-10], dh[-10:]
73 73
74 74 newhead = []
75 75 done = set()
76 76 for h in head:
77 77 if h in done:
78 78 continue
79 79 newhead.append(h)
80 80 done.add(h)
81 81
82 82 return newhead + tail
83 83
84 84
85 85 def needs_local_scope(func):
86 86 """Decorator to mark magic functions which need to local scope to run."""
87 87 func.needs_local_scope = True
88 88 return func
89 89
90 90 #-----------------------------------------------------------------------------
91 91 # Class and method decorators for registering magics
92 92 #-----------------------------------------------------------------------------
93 93
94 94 def magics_class(cls):
95 95 """Class decorator for all subclasses of the main Magics class.
96 96
97 97 Any class that subclasses Magics *must* also apply this decorator, to
98 98 ensure that all the methods that have been decorated as line/cell magics
99 99 get correctly registered in the class instance. This is necessary because
100 100 when method decorators run, the class does not exist yet, so they
101 101 temporarily store their information into a module global. Application of
102 102 this class decorator copies that global data to the class instance and
103 103 clears the global.
104 104
105 105 Obviously, this mechanism is not thread-safe, which means that the
106 106 *creation* of subclasses of Magic should only be done in a single-thread
107 107 context. Instantiation of the classes has no restrictions. Given that
108 108 these classes are typically created at IPython startup time and before user
109 109 application code becomes active, in practice this should not pose any
110 110 problems.
111 111 """
112 112 cls.registered = True
113 113 cls.magics = dict(line = magics['line'],
114 114 cell = magics['cell'])
115 115 magics['line'] = {}
116 116 magics['cell'] = {}
117 117 return cls
118 118
119 119
120 120 def record_magic(dct, magic_kind, magic_name, func):
121 121 """Utility function to store a function as a magic of a specific kind.
122 122
123 123 Parameters
124 124 ----------
125 125 dct : dict
126 126 A dictionary with 'line' and 'cell' subdicts.
127 127
128 128 magic_kind : str
129 129 Kind of magic to be stored.
130 130
131 131 magic_name : str
132 132 Key to store the magic as.
133 133
134 134 func : function
135 135 Callable object to store.
136 136 """
137 137 if magic_kind == 'line_cell':
138 138 dct['line'][magic_name] = dct['cell'][magic_name] = func
139 139 else:
140 140 dct[magic_kind][magic_name] = func
141 141
142 142
143 143 def validate_type(magic_kind):
144 144 """Ensure that the given magic_kind is valid.
145 145
146 146 Check that the given magic_kind is one of the accepted spec types (stored
147 147 in the global `magic_spec`), raise ValueError otherwise.
148 148 """
149 149 if magic_kind not in magic_spec:
150 150 raise ValueError('magic_kind must be one of %s, %s given' %
151 151 magic_kinds, magic_kind)
152 152
153 153
154 154 # The docstrings for the decorator below will be fairly similar for the two
155 155 # types (method and function), so we generate them here once and reuse the
156 156 # templates below.
157 157 _docstring_template = \
158 158 """Decorate the given {0} as {1} magic.
159 159
160 160 The decorator can be used with or without arguments, as follows.
161 161
162 162 i) without arguments: it will create a {1} magic named as the {0} being
163 163 decorated::
164 164
165 165 @deco
166 166 def foo(...)
167 167
168 168 will create a {1} magic named `foo`.
169 169
170 170 ii) with one string argument: which will be used as the actual name of the
171 171 resulting magic::
172 172
173 173 @deco('bar')
174 174 def foo(...)
175 175
176 176 will create a {1} magic named `bar`.
177 177 """
178 178
179 179 # These two are decorator factories. While they are conceptually very similar,
180 180 # there are enough differences in the details that it's simpler to have them
181 181 # written as completely standalone functions rather than trying to share code
182 182 # and make a single one with convoluted logic.
183 183
184 184 def _method_magic_marker(magic_kind):
185 185 """Decorator factory for methods in Magics subclasses.
186 186 """
187 187
188 188 validate_type(magic_kind)
189 189
190 190 # This is a closure to capture the magic_kind. We could also use a class,
191 191 # but it's overkill for just that one bit of state.
192 192 def magic_deco(arg):
193 193 call = lambda f, *a, **k: f(*a, **k)
194 194
195 195 if callable(arg):
196 196 # "Naked" decorator call (just @foo, no args)
197 197 func = arg
198 198 name = func.__name__
199 199 retval = decorator(call, func)
200 200 record_magic(magics, magic_kind, name, name)
201 201 elif isinstance(arg, string_types):
202 202 # Decorator called with arguments (@foo('bar'))
203 203 name = arg
204 204 def mark(func, *a, **kw):
205 205 record_magic(magics, magic_kind, name, func.__name__)
206 206 return decorator(call, func)
207 207 retval = mark
208 208 else:
209 209 raise TypeError("Decorator can only be called with "
210 210 "string or function")
211 211 return retval
212 212
213 213 # Ensure the resulting decorator has a usable docstring
214 214 magic_deco.__doc__ = _docstring_template.format('method', magic_kind)
215 215 return magic_deco
216 216
217 217
218 218 def _function_magic_marker(magic_kind):
219 219 """Decorator factory for standalone functions.
220 220 """
221 221 validate_type(magic_kind)
222 222
223 223 # This is a closure to capture the magic_kind. We could also use a class,
224 224 # but it's overkill for just that one bit of state.
225 225 def magic_deco(arg):
226 226 call = lambda f, *a, **k: f(*a, **k)
227 227
228 228 # Find get_ipython() in the caller's namespace
229 229 caller = sys._getframe(1)
230 230 for ns in ['f_locals', 'f_globals', 'f_builtins']:
231 231 get_ipython = getattr(caller, ns).get('get_ipython')
232 232 if get_ipython is not None:
233 233 break
234 234 else:
235 235 raise NameError('Decorator can only run in context where '
236 236 '`get_ipython` exists')
237 237
238 238 ip = get_ipython()
239 239
240 240 if callable(arg):
241 241 # "Naked" decorator call (just @foo, no args)
242 242 func = arg
243 243 name = func.__name__
244 244 ip.register_magic_function(func, magic_kind, name)
245 245 retval = decorator(call, func)
246 246 elif isinstance(arg, string_types):
247 247 # Decorator called with arguments (@foo('bar'))
248 248 name = arg
249 249 def mark(func, *a, **kw):
250 250 ip.register_magic_function(func, magic_kind, name)
251 251 return decorator(call, func)
252 252 retval = mark
253 253 else:
254 254 raise TypeError("Decorator can only be called with "
255 255 "string or function")
256 256 return retval
257 257
258 258 # Ensure the resulting decorator has a usable docstring
259 259 ds = _docstring_template.format('function', magic_kind)
260 260
261 261 ds += dedent("""
262 262 Note: this decorator can only be used in a context where IPython is already
263 263 active, so that the `get_ipython()` call succeeds. You can therefore use
264 264 it in your startup files loaded after IPython initializes, but *not* in the
265 265 IPython configuration file itself, which is executed before IPython is
266 266 fully up and running. Any file located in the `startup` subdirectory of
267 267 your configuration profile will be OK in this sense.
268 268 """)
269 269
270 270 magic_deco.__doc__ = ds
271 271 return magic_deco
272 272
273 273
274 274 # Create the actual decorators for public use
275 275
276 276 # These three are used to decorate methods in class definitions
277 277 line_magic = _method_magic_marker('line')
278 278 cell_magic = _method_magic_marker('cell')
279 279 line_cell_magic = _method_magic_marker('line_cell')
280 280
281 281 # These three decorate standalone functions and perform the decoration
282 282 # immediately. They can only run where get_ipython() works
283 283 register_line_magic = _function_magic_marker('line')
284 284 register_cell_magic = _function_magic_marker('cell')
285 285 register_line_cell_magic = _function_magic_marker('line_cell')
286 286
287 287 #-----------------------------------------------------------------------------
288 288 # Core Magic classes
289 289 #-----------------------------------------------------------------------------
290 290
291 291 class MagicsManager(Configurable):
292 292 """Object that handles all magic-related functionality for IPython.
293 293 """
294 294 # Non-configurable class attributes
295 295
296 296 # A two-level dict, first keyed by magic type, then by magic function, and
297 297 # holding the actual callable object as value. This is the dict used for
298 298 # magic function dispatch
299 299 magics = Dict
300 300
301 301 # A registry of the original objects that we've been given holding magics.
302 302 registry = Dict
303 303
304 304 shell = Instance('IPython.core.interactiveshell.InteractiveShellABC')
305 305
306 306 auto_magic = Bool(True, config=True, help=
307 307 "Automatically call line magics without requiring explicit % prefix")
308 308
309 309 def _auto_magic_changed(self, name, value):
310 310 self.shell.automagic = value
311 311
312 312 _auto_status = [
313 313 'Automagic is OFF, % prefix IS needed for line magics.',
314 314 'Automagic is ON, % prefix IS NOT needed for line magics.']
315 315
316 316 user_magics = Instance('IPython.core.magics.UserMagics')
317 317
318 318 def __init__(self, shell=None, config=None, user_magics=None, **traits):
319 319
320 320 super(MagicsManager, self).__init__(shell=shell, config=config,
321 321 user_magics=user_magics, **traits)
322 322 self.magics = dict(line={}, cell={})
323 323 # Let's add the user_magics to the registry for uniformity, so *all*
324 324 # registered magic containers can be found there.
325 325 self.registry[user_magics.__class__.__name__] = user_magics
326 326
327 327 def auto_status(self):
328 328 """Return descriptive string with automagic status."""
329 329 return self._auto_status[self.auto_magic]
330 330
331 331 def lsmagic(self):
332 332 """Return a dict of currently available magic functions.
333 333
334 334 The return dict has the keys 'line' and 'cell', corresponding to the
335 335 two types of magics we support. Each value is a list of names.
336 336 """
337 337 return self.magics
338 338
339 339 def lsmagic_docs(self, brief=False, missing=''):
340 340 """Return dict of documentation of magic functions.
341 341
342 342 The return dict has the keys 'line' and 'cell', corresponding to the
343 343 two types of magics we support. Each value is a dict keyed by magic
344 344 name whose value is the function docstring. If a docstring is
345 345 unavailable, the value of `missing` is used instead.
346 346
347 347 If brief is True, only the first line of each docstring will be returned.
348 348 """
349 349 docs = {}
350 350 for m_type in self.magics:
351 351 m_docs = {}
352 352 for m_name, m_func in iteritems(self.magics[m_type]):
353 353 if m_func.__doc__:
354 354 if brief:
355 355 m_docs[m_name] = m_func.__doc__.split('\n', 1)[0]
356 356 else:
357 357 m_docs[m_name] = m_func.__doc__.rstrip()
358 358 else:
359 359 m_docs[m_name] = missing
360 360 docs[m_type] = m_docs
361 361 return docs
362 362
363 363 def register(self, *magic_objects):
364 364 """Register one or more instances of Magics.
365 365
366 366 Take one or more classes or instances of classes that subclass the main
367 367 `core.Magic` class, and register them with IPython to use the magic
368 368 functions they provide. The registration process will then ensure that
369 369 any methods that have decorated to provide line and/or cell magics will
370 370 be recognized with the `%x`/`%%x` syntax as a line/cell magic
371 371 respectively.
372 372
373 373 If classes are given, they will be instantiated with the default
374 374 constructor. If your classes need a custom constructor, you should
375 375 instanitate them first and pass the instance.
376 376
377 377 The provided arguments can be an arbitrary mix of classes and instances.
378 378
379 379 Parameters
380 380 ----------
381 381 magic_objects : one or more classes or instances
382 382 """
383 383 # Start by validating them to ensure they have all had their magic
384 384 # methods registered at the instance level
385 385 for m in magic_objects:
386 386 if not m.registered:
387 387 raise ValueError("Class of magics %r was constructed without "
388 388 "the @register_magics class decorator")
389 389 if type(m) in (type, MetaHasTraits):
390 390 # If we're given an uninstantiated class
391 391 m = m(shell=self.shell)
392 392
393 393 # Now that we have an instance, we can register it and update the
394 394 # table of callables
395 395 self.registry[m.__class__.__name__] = m
396 396 for mtype in magic_kinds:
397 397 self.magics[mtype].update(m.magics[mtype])
398 398
399 399 def register_function(self, func, magic_kind='line', magic_name=None):
400 400 """Expose a standalone function as magic function for IPython.
401 401
402 402 This will create an IPython magic (line, cell or both) from a
403 403 standalone function. The functions should have the following
404 404 signatures:
405 405
406 406 * For line magics: `def f(line)`
407 407 * For cell magics: `def f(line, cell)`
408 408 * For a function that does both: `def f(line, cell=None)`
409 409
410 410 In the latter case, the function will be called with `cell==None` when
411 411 invoked as `%f`, and with cell as a string when invoked as `%%f`.
412 412
413 413 Parameters
414 414 ----------
415 415 func : callable
416 416 Function to be registered as a magic.
417 417
418 418 magic_kind : str
419 419 Kind of magic, one of 'line', 'cell' or 'line_cell'
420 420
421 421 magic_name : optional str
422 422 If given, the name the magic will have in the IPython namespace. By
423 423 default, the name of the function itself is used.
424 424 """
425 425
426 426 # Create the new method in the user_magics and register it in the
427 427 # global table
428 428 validate_type(magic_kind)
429 429 magic_name = func.__name__ if magic_name is None else magic_name
430 430 setattr(self.user_magics, magic_name, func)
431 431 record_magic(self.magics, magic_kind, magic_name, func)
432 432
433 433 def define_magic(self, name, func):
434 434 """[Deprecated] Expose own function as magic function for IPython.
435 435
436 436 Example::
437 437
438 438 def foo_impl(self, parameter_s=''):
439 439 'My very own magic!. (Use docstrings, IPython reads them).'
440 440 print 'Magic function. Passed parameter is between < >:'
441 441 print '<%s>' % parameter_s
442 442 print 'The self object is:', self
443 443
444 444 ip.define_magic('foo',foo_impl)
445 445 """
446 446 meth = types.MethodType(func, self.user_magics)
447 447 setattr(self.user_magics, name, meth)
448 448 record_magic(self.magics, 'line', name, meth)
449 449
450 450 def register_alias(self, alias_name, magic_name, magic_kind='line'):
451 451 """Register an alias to a magic function.
452 452
453 453 The alias is an instance of :class:`MagicAlias`, which holds the
454 454 name and kind of the magic it should call. Binding is done at
455 455 call time, so if the underlying magic function is changed the alias
456 456 will call the new function.
457 457
458 458 Parameters
459 459 ----------
460 460 alias_name : str
461 461 The name of the magic to be registered.
462 462
463 463 magic_name : str
464 464 The name of an existing magic.
465 465
466 466 magic_kind : str
467 467 Kind of magic, one of 'line' or 'cell'
468 468 """
469 469
470 470 # `validate_type` is too permissive, as it allows 'line_cell'
471 471 # which we do not handle.
472 472 if magic_kind not in magic_kinds:
473 473 raise ValueError('magic_kind must be one of %s, %s given' %
474 474 magic_kinds, magic_kind)
475 475
476 476 alias = MagicAlias(self.shell, magic_name, magic_kind)
477 477 setattr(self.user_magics, alias_name, alias)
478 478 record_magic(self.magics, magic_kind, alias_name, alias)
479 479
480 480 # Key base class that provides the central functionality for magics.
481 481
482 482
483 483 class Magics(Configurable):
484 484 """Base class for implementing magic functions.
485 485
486 486 Shell functions which can be reached as %function_name. All magic
487 487 functions should accept a string, which they can parse for their own
488 488 needs. This can make some functions easier to type, eg `%cd ../`
489 489 vs. `%cd("../")`
490 490
491 491 Classes providing magic functions need to subclass this class, and they
492 492 MUST:
493 493
494 494 - Use the method decorators `@line_magic` and `@cell_magic` to decorate
495 495 individual methods as magic functions, AND
496 496
497 497 - Use the class decorator `@magics_class` to ensure that the magic
498 498 methods are properly registered at the instance level upon instance
499 499 initialization.
500 500
501 501 See :mod:`magic_functions` for examples of actual implementation classes.
502 502 """
503 503 # Dict holding all command-line options for each magic.
504 504 options_table = None
505 505 # Dict for the mapping of magic names to methods, set by class decorator
506 506 magics = None
507 507 # Flag to check that the class decorator was properly applied
508 508 registered = False
509 509 # Instance of IPython shell
510 510 shell = None
511 511
512 512 def __init__(self, shell=None, **kwargs):
513 513 if not(self.__class__.registered):
514 514 raise ValueError('Magics subclass without registration - '
515 515 'did you forget to apply @magics_class?')
516 516 if shell is not None:
517 517 if hasattr(shell, 'configurables'):
518 518 shell.configurables.append(self)
519 519 if hasattr(shell, 'config'):
520 520 kwargs.setdefault('parent', shell)
521 521 kwargs['shell'] = shell
522 522
523 523 self.shell = shell
524 524 self.options_table = {}
525 525 # The method decorators are run when the instance doesn't exist yet, so
526 526 # they can only record the names of the methods they are supposed to
527 527 # grab. Only now, that the instance exists, can we create the proper
528 528 # mapping to bound methods. So we read the info off the original names
529 529 # table and replace each method name by the actual bound method.
530 530 # But we mustn't clobber the *class* mapping, in case of multiple instances.
531 531 class_magics = self.magics
532 532 self.magics = {}
533 533 for mtype in magic_kinds:
534 534 tab = self.magics[mtype] = {}
535 535 cls_tab = class_magics[mtype]
536 536 for magic_name, meth_name in iteritems(cls_tab):
537 537 if isinstance(meth_name, string_types):
538 538 # it's a method name, grab it
539 539 tab[magic_name] = getattr(self, meth_name)
540 540 else:
541 541 # it's the real thing
542 542 tab[magic_name] = meth_name
543 543 # Configurable **needs** to be initiated at the end or the config
544 544 # magics get screwed up.
545 545 super(Magics, self).__init__(**kwargs)
546 546
547 547 def arg_err(self,func):
548 548 """Print docstring if incorrect arguments were passed"""
549 549 print('Error in arguments:')
550 550 print(oinspect.getdoc(func))
551 551
552 552 def format_latex(self, strng):
553 553 """Format a string for latex inclusion."""
554 554
555 555 # Characters that need to be escaped for latex:
556 556 escape_re = re.compile(r'(%|_|\$|#|&)',re.MULTILINE)
557 557 # Magic command names as headers:
558 558 cmd_name_re = re.compile(r'^(%s.*?):' % ESC_MAGIC,
559 559 re.MULTILINE)
560 560 # Magic commands
561 561 cmd_re = re.compile(r'(?P<cmd>%s.+?\b)(?!\}\}:)' % ESC_MAGIC,
562 562 re.MULTILINE)
563 563 # Paragraph continue
564 564 par_re = re.compile(r'\\$',re.MULTILINE)
565 565
566 566 # The "\n" symbol
567 567 newline_re = re.compile(r'\\n')
568 568
569 569 # Now build the string for output:
570 570 #strng = cmd_name_re.sub(r'\n\\texttt{\\textsl{\\large \1}}:',strng)
571 571 strng = cmd_name_re.sub(r'\n\\bigskip\n\\texttt{\\textbf{ \1}}:',
572 572 strng)
573 573 strng = cmd_re.sub(r'\\texttt{\g<cmd>}',strng)
574 574 strng = par_re.sub(r'\\\\',strng)
575 575 strng = escape_re.sub(r'\\\1',strng)
576 576 strng = newline_re.sub(r'\\textbackslash{}n',strng)
577 577 return strng
578 578
579 579 def parse_options(self, arg_str, opt_str, *long_opts, **kw):
580 580 """Parse options passed to an argument string.
581 581
582 582 The interface is similar to that of :func:`getopt.getopt`, but it
583 583 returns a :class:`~IPython.utils.struct.Struct` with the options as keys
584 584 and the stripped argument string still as a string.
585 585
586 586 arg_str is quoted as a true sys.argv vector by using shlex.split.
587 587 This allows us to easily expand variables, glob files, quote
588 588 arguments, etc.
589 589
590 590 Parameters
591 591 ----------
592 592
593 593 arg_str : str
594 594 The arguments to parse.
595 595
596 596 opt_str : str
597 597 The options specification.
598 598
599 599 mode : str, default 'string'
600 600 If given as 'list', the argument string is returned as a list (split
601 601 on whitespace) instead of a string.
602 602
603 603 list_all : bool, default False
604 604 Put all option values in lists. Normally only options
605 605 appearing more than once are put in a list.
606 606
607 607 posix : bool, default True
608 608 Whether to split the input line in POSIX mode or not, as per the
609 609 conventions outlined in the :mod:`shlex` module from the standard
610 610 library.
611 611 """
612 612
613 613 # inject default options at the beginning of the input line
614 614 caller = sys._getframe(1).f_code.co_name
615 615 arg_str = '%s %s' % (self.options_table.get(caller,''),arg_str)
616 616
617 617 mode = kw.get('mode','string')
618 618 if mode not in ['string','list']:
619 619 raise ValueError('incorrect mode given: %s' % mode)
620 620 # Get options
621 621 list_all = kw.get('list_all',0)
622 622 posix = kw.get('posix', os.name == 'posix')
623 623 strict = kw.get('strict', True)
624 624
625 625 # Check if we have more than one argument to warrant extra processing:
626 626 odict = {} # Dictionary with options
627 627 args = arg_str.split()
628 628 if len(args) >= 1:
629 629 # If the list of inputs only has 0 or 1 thing in it, there's no
630 630 # need to look for options
631 631 argv = arg_split(arg_str, posix, strict)
632 632 # Do regular option processing
633 633 try:
634 634 opts,args = getopt(argv, opt_str, long_opts)
635 635 except GetoptError as e:
636 636 raise UsageError('%s ( allowed: "%s" %s)' % (e.msg,opt_str,
637 637 " ".join(long_opts)))
638 638 for o,a in opts:
639 639 if o.startswith('--'):
640 640 o = o[2:]
641 641 else:
642 642 o = o[1:]
643 643 try:
644 644 odict[o].append(a)
645 645 except AttributeError:
646 646 odict[o] = [odict[o],a]
647 647 except KeyError:
648 648 if list_all:
649 649 odict[o] = [a]
650 650 else:
651 651 odict[o] = a
652 652
653 653 # Prepare opts,args for return
654 654 opts = Struct(odict)
655 655 if mode == 'string':
656 656 args = ' '.join(args)
657 657
658 658 return opts,args
659 659
660 660 def default_option(self, fn, optstr):
661 661 """Make an entry in the options_table for fn, with value optstr"""
662 662
663 663 if fn not in self.lsmagic():
664 664 error("%s is not a magic function" % fn)
665 665 self.options_table[fn] = optstr
666 666
667 667
668 668 class MagicAlias(object):
669 669 """An alias to another magic function.
670 670
671 671 An alias is determined by its magic name and magic kind. Lookup
672 672 is done at call time, so if the underlying magic changes the alias
673 673 will call the new function.
674 674
675 675 Use the :meth:`MagicsManager.register_alias` method or the
676 676 `%alias_magic` magic function to create and register a new alias.
677 677 """
678 678 def __init__(self, shell, magic_name, magic_kind):
679 679 self.shell = shell
680 680 self.magic_name = magic_name
681 681 self.magic_kind = magic_kind
682 682
683 683 self.pretty_target = '%s%s' % (magic_escapes[self.magic_kind], self.magic_name)
684 684 self.__doc__ = "Alias for `%s`." % self.pretty_target
685 685
686 686 self._in_call = False
687 687
688 688 def __call__(self, *args, **kwargs):
689 689 """Call the magic alias."""
690 690 fn = self.shell.find_magic(self.magic_name, self.magic_kind)
691 691 if fn is None:
692 692 raise UsageError("Magic `%s` not found." % self.pretty_target)
693 693
694 694 # Protect against infinite recursion.
695 695 if self._in_call:
696 696 raise UsageError("Infinite recursion detected; "
697 697 "magic aliases cannot call themselves.")
698 698 self._in_call = True
699 699 try:
700 700 return fn(*args, **kwargs)
701 701 finally:
702 702 self._in_call = False
@@ -1,382 +1,382
1 1 """Tests for the object inspection functionality.
2 2 """
3 3 #-----------------------------------------------------------------------------
4 4 # Copyright (C) 2010-2011 The IPython Development Team.
5 5 #
6 6 # Distributed under the terms of the BSD License.
7 7 #
8 8 # The full license is in the file COPYING.txt, distributed with this software.
9 9 #-----------------------------------------------------------------------------
10 10
11 11 #-----------------------------------------------------------------------------
12 12 # Imports
13 13 #-----------------------------------------------------------------------------
14 14 from __future__ import print_function
15 15
16 16 # Stdlib imports
17 17 import os
18 18 import re
19 19
20 20 # Third-party imports
21 21 import nose.tools as nt
22 22
23 23 # Our own imports
24 24 from .. import oinspect
25 25 from IPython.core.magic import (Magics, magics_class, line_magic,
26 26 cell_magic, line_cell_magic,
27 27 register_line_magic, register_cell_magic,
28 28 register_line_cell_magic)
29 from IPython.external.decorator import decorator
29 from decorator import decorator
30 30 from IPython.testing.decorators import skipif
31 31 from IPython.testing.tools import AssertPrints
32 32 from IPython.utils.path import compress_user
33 33 from IPython.utils import py3compat
34 34
35 35
36 36 #-----------------------------------------------------------------------------
37 37 # Globals and constants
38 38 #-----------------------------------------------------------------------------
39 39
40 40 inspector = oinspect.Inspector()
41 41 ip = get_ipython()
42 42
43 43 #-----------------------------------------------------------------------------
44 44 # Local utilities
45 45 #-----------------------------------------------------------------------------
46 46
47 47 # WARNING: since this test checks the line number where a function is
48 48 # defined, if any code is inserted above, the following line will need to be
49 49 # updated. Do NOT insert any whitespace between the next line and the function
50 50 # definition below.
51 51 THIS_LINE_NUMBER = 51 # Put here the actual number of this line
52 52 def test_find_source_lines():
53 53 nt.assert_equal(oinspect.find_source_lines(test_find_source_lines),
54 54 THIS_LINE_NUMBER+1)
55 55
56 56
57 57 # A couple of utilities to ensure these tests work the same from a source or a
58 58 # binary install
59 59 def pyfile(fname):
60 60 return os.path.normcase(re.sub('.py[co]$', '.py', fname))
61 61
62 62
63 63 def match_pyfiles(f1, f2):
64 64 nt.assert_equal(pyfile(f1), pyfile(f2))
65 65
66 66
67 67 def test_find_file():
68 68 match_pyfiles(oinspect.find_file(test_find_file), os.path.abspath(__file__))
69 69
70 70
71 71 def test_find_file_decorated1():
72 72
73 73 @decorator
74 74 def noop1(f):
75 75 def wrapper():
76 76 return f(*a, **kw)
77 77 return wrapper
78 78
79 79 @noop1
80 80 def f(x):
81 81 "My docstring"
82 82
83 83 match_pyfiles(oinspect.find_file(f), os.path.abspath(__file__))
84 84 nt.assert_equal(f.__doc__, "My docstring")
85 85
86 86
87 87 def test_find_file_decorated2():
88 88
89 89 @decorator
90 90 def noop2(f, *a, **kw):
91 91 return f(*a, **kw)
92 92
93 93 @noop2
94 94 def f(x):
95 95 "My docstring 2"
96 96
97 97 match_pyfiles(oinspect.find_file(f), os.path.abspath(__file__))
98 98 nt.assert_equal(f.__doc__, "My docstring 2")
99 99
100 100
101 101 def test_find_file_magic():
102 102 run = ip.find_line_magic('run')
103 103 nt.assert_not_equal(oinspect.find_file(run), None)
104 104
105 105
106 106 # A few generic objects we can then inspect in the tests below
107 107
108 108 class Call(object):
109 109 """This is the class docstring."""
110 110
111 111 def __init__(self, x, y=1):
112 112 """This is the constructor docstring."""
113 113
114 114 def __call__(self, *a, **kw):
115 115 """This is the call docstring."""
116 116
117 117 def method(self, x, z=2):
118 118 """Some method's docstring"""
119 119
120 120 class SimpleClass(object):
121 121 def method(self, x, z=2):
122 122 """Some method's docstring"""
123 123
124 124
125 125 class OldStyle:
126 126 """An old-style class for testing."""
127 127 pass
128 128
129 129
130 130 def f(x, y=2, *a, **kw):
131 131 """A simple function."""
132 132
133 133
134 134 def g(y, z=3, *a, **kw):
135 135 pass # no docstring
136 136
137 137
138 138 @register_line_magic
139 139 def lmagic(line):
140 140 "A line magic"
141 141
142 142
143 143 @register_cell_magic
144 144 def cmagic(line, cell):
145 145 "A cell magic"
146 146
147 147
148 148 @register_line_cell_magic
149 149 def lcmagic(line, cell=None):
150 150 "A line/cell magic"
151 151
152 152
153 153 @magics_class
154 154 class SimpleMagics(Magics):
155 155 @line_magic
156 156 def Clmagic(self, cline):
157 157 "A class-based line magic"
158 158
159 159 @cell_magic
160 160 def Ccmagic(self, cline, ccell):
161 161 "A class-based cell magic"
162 162
163 163 @line_cell_magic
164 164 def Clcmagic(self, cline, ccell=None):
165 165 "A class-based line/cell magic"
166 166
167 167
168 168 class Awkward(object):
169 169 def __getattr__(self, name):
170 170 raise Exception(name)
171 171
172 172
173 173 def check_calltip(obj, name, call, docstring):
174 174 """Generic check pattern all calltip tests will use"""
175 175 info = inspector.info(obj, name)
176 176 call_line, ds = oinspect.call_tip(info)
177 177 nt.assert_equal(call_line, call)
178 178 nt.assert_equal(ds, docstring)
179 179
180 180 #-----------------------------------------------------------------------------
181 181 # Tests
182 182 #-----------------------------------------------------------------------------
183 183
184 184 def test_calltip_class():
185 185 check_calltip(Call, 'Call', 'Call(x, y=1)', Call.__init__.__doc__)
186 186
187 187
188 188 def test_calltip_instance():
189 189 c = Call(1)
190 190 check_calltip(c, 'c', 'c(*a, **kw)', c.__call__.__doc__)
191 191
192 192
193 193 def test_calltip_method():
194 194 c = Call(1)
195 195 check_calltip(c.method, 'c.method', 'c.method(x, z=2)', c.method.__doc__)
196 196
197 197
198 198 def test_calltip_function():
199 199 check_calltip(f, 'f', 'f(x, y=2, *a, **kw)', f.__doc__)
200 200
201 201
202 202 def test_calltip_function2():
203 203 check_calltip(g, 'g', 'g(y, z=3, *a, **kw)', '<no docstring>')
204 204
205 205
206 206 def test_calltip_builtin():
207 207 check_calltip(sum, 'sum', None, sum.__doc__)
208 208
209 209
210 210 def test_calltip_line_magic():
211 211 check_calltip(lmagic, 'lmagic', 'lmagic(line)', "A line magic")
212 212
213 213
214 214 def test_calltip_cell_magic():
215 215 check_calltip(cmagic, 'cmagic', 'cmagic(line, cell)', "A cell magic")
216 216
217 217
218 218 def test_calltip_line_cell_magic():
219 219 check_calltip(lcmagic, 'lcmagic', 'lcmagic(line, cell=None)',
220 220 "A line/cell magic")
221 221
222 222
223 223 def test_class_magics():
224 224 cm = SimpleMagics(ip)
225 225 ip.register_magics(cm)
226 226 check_calltip(cm.Clmagic, 'Clmagic', 'Clmagic(cline)',
227 227 "A class-based line magic")
228 228 check_calltip(cm.Ccmagic, 'Ccmagic', 'Ccmagic(cline, ccell)',
229 229 "A class-based cell magic")
230 230 check_calltip(cm.Clcmagic, 'Clcmagic', 'Clcmagic(cline, ccell=None)',
231 231 "A class-based line/cell magic")
232 232
233 233
234 234 def test_info():
235 235 "Check that Inspector.info fills out various fields as expected."
236 236 i = inspector.info(Call, oname='Call')
237 237 nt.assert_equal(i['type_name'], 'type')
238 238 expted_class = str(type(type)) # <class 'type'> (Python 3) or <type 'type'>
239 239 nt.assert_equal(i['base_class'], expted_class)
240 240 nt.assert_equal(i['string_form'], "<class 'IPython.core.tests.test_oinspect.Call'>")
241 241 fname = __file__
242 242 if fname.endswith(".pyc"):
243 243 fname = fname[:-1]
244 244 # case-insensitive comparison needed on some filesystems
245 245 # e.g. Windows:
246 246 nt.assert_equal(i['file'].lower(), compress_user(fname).lower())
247 247 nt.assert_equal(i['definition'], None)
248 248 nt.assert_equal(i['docstring'], Call.__doc__)
249 249 nt.assert_equal(i['source'], None)
250 250 nt.assert_true(i['isclass'])
251 251 nt.assert_equal(i['init_definition'], "Call(self, x, y=1)\n")
252 252 nt.assert_equal(i['init_docstring'], Call.__init__.__doc__)
253 253
254 254 i = inspector.info(Call, detail_level=1)
255 255 nt.assert_not_equal(i['source'], None)
256 256 nt.assert_equal(i['docstring'], None)
257 257
258 258 c = Call(1)
259 259 c.__doc__ = "Modified instance docstring"
260 260 i = inspector.info(c)
261 261 nt.assert_equal(i['type_name'], 'Call')
262 262 nt.assert_equal(i['docstring'], "Modified instance docstring")
263 263 nt.assert_equal(i['class_docstring'], Call.__doc__)
264 264 nt.assert_equal(i['init_docstring'], Call.__init__.__doc__)
265 265 nt.assert_equal(i['call_docstring'], Call.__call__.__doc__)
266 266
267 267 # Test old-style classes, which for example may not have an __init__ method.
268 268 if not py3compat.PY3:
269 269 i = inspector.info(OldStyle)
270 270 nt.assert_equal(i['type_name'], 'classobj')
271 271
272 272 i = inspector.info(OldStyle())
273 273 nt.assert_equal(i['type_name'], 'instance')
274 274 nt.assert_equal(i['docstring'], OldStyle.__doc__)
275 275
276 276 def test_info_awkward():
277 277 # Just test that this doesn't throw an error.
278 278 i = inspector.info(Awkward())
279 279
280 280 def test_calldef_none():
281 281 # We should ignore __call__ for all of these.
282 282 for obj in [f, SimpleClass().method, any, str.upper]:
283 283 print(obj)
284 284 i = inspector.info(obj)
285 285 nt.assert_is(i['call_def'], None)
286 286
287 287 if py3compat.PY3:
288 288 exec("def f_kwarg(pos, *, kwonly): pass")
289 289
290 290 @skipif(not py3compat.PY3)
291 291 def test_definition_kwonlyargs():
292 292 i = inspector.info(f_kwarg, oname='f_kwarg') # analysis:ignore
293 293 nt.assert_equal(i['definition'], "f_kwarg(pos, *, kwonly)\n")
294 294
295 295 def test_getdoc():
296 296 class A(object):
297 297 """standard docstring"""
298 298 pass
299 299
300 300 class B(object):
301 301 """standard docstring"""
302 302 def getdoc(self):
303 303 return "custom docstring"
304 304
305 305 class C(object):
306 306 """standard docstring"""
307 307 def getdoc(self):
308 308 return None
309 309
310 310 a = A()
311 311 b = B()
312 312 c = C()
313 313
314 314 nt.assert_equal(oinspect.getdoc(a), "standard docstring")
315 315 nt.assert_equal(oinspect.getdoc(b), "custom docstring")
316 316 nt.assert_equal(oinspect.getdoc(c), "standard docstring")
317 317
318 318
319 319 def test_empty_property_has_no_source():
320 320 i = inspector.info(property(), detail_level=1)
321 321 nt.assert_is(i['source'], None)
322 322
323 323
324 324 def test_property_sources():
325 325 import zlib
326 326
327 327 class A(object):
328 328 @property
329 329 def foo(self):
330 330 return 'bar'
331 331
332 332 foo = foo.setter(lambda self, v: setattr(self, 'bar', v))
333 333
334 334 id = property(id)
335 335 compress = property(zlib.compress)
336 336
337 337 i = inspector.info(A.foo, detail_level=1)
338 338 nt.assert_in('def foo(self):', i['source'])
339 339 nt.assert_in('lambda self, v:', i['source'])
340 340
341 341 i = inspector.info(A.id, detail_level=1)
342 342 nt.assert_in('fget = <function id>', i['source'])
343 343
344 344 i = inspector.info(A.compress, detail_level=1)
345 345 nt.assert_in('fget = <function zlib.compress>', i['source'])
346 346
347 347
348 348 def test_property_docstring_is_in_info_for_detail_level_0():
349 349 class A(object):
350 350 @property
351 351 def foobar():
352 352 """This is `foobar` property."""
353 353 pass
354 354
355 355 ip.user_ns['a_obj'] = A()
356 356 nt.assert_equals(
357 357 'This is `foobar` property.',
358 358 ip.object_inspect('a_obj.foobar', detail_level=0)['docstring'])
359 359
360 360 ip.user_ns['a_cls'] = A
361 361 nt.assert_equals(
362 362 'This is `foobar` property.',
363 363 ip.object_inspect('a_cls.foobar', detail_level=0)['docstring'])
364 364
365 365
366 366 def test_pdef():
367 367 # See gh-1914
368 368 def foo(): pass
369 369 inspector.pdef(foo, 'foo')
370 370
371 371 def test_pinfo_nonascii():
372 372 # See gh-1177
373 373 from . import nonascii2
374 374 ip.user_ns['nonascii2'] = nonascii2
375 375 ip._inspect('pinfo', 'nonascii2', detail_level=1)
376 376
377 377 def test_pinfo_magic():
378 378 with AssertPrints('Docstring:'):
379 379 ip._inspect('pinfo', 'lsmagic', detail_level=0)
380 380
381 381 with AssertPrints('Source:'):
382 382 ip._inspect('pinfo', 'lsmagic', detail_level=1)
@@ -1,707 +1,707
1 1 # -*- coding: utf-8 -*-
2 2 """
3 3 ======
4 4 Rmagic
5 5 ======
6 6
7 7 Magic command interface for interactive work with R via rpy2
8 8
9 9 .. note::
10 10
11 11 The ``rpy2`` package needs to be installed separately. It
12 12 can be obtained using ``easy_install`` or ``pip``.
13 13
14 14 You will also need a working copy of R.
15 15
16 16 Usage
17 17 =====
18 18
19 19 To enable the magics below, execute ``%load_ext rmagic``.
20 20
21 21 ``%R``
22 22
23 23 {R_DOC}
24 24
25 25 ``%Rpush``
26 26
27 27 {RPUSH_DOC}
28 28
29 29 ``%Rpull``
30 30
31 31 {RPULL_DOC}
32 32
33 33 ``%Rget``
34 34
35 35 {RGET_DOC}
36 36
37 37 """
38 38 from __future__ import print_function
39 39
40 40 #-----------------------------------------------------------------------------
41 41 # Copyright (C) 2012 The IPython Development Team
42 42 #
43 43 # Distributed under the terms of the BSD License. The full license is in
44 44 # the file COPYING, distributed as part of this software.
45 45 #-----------------------------------------------------------------------------
46 46
47 47 import sys
48 48 import tempfile
49 49 from glob import glob
50 50 from shutil import rmtree
51 51 import warnings
52 52
53 53 # numpy and rpy2 imports
54 54
55 55 import numpy as np
56 56
57 57 import rpy2.rinterface as ri
58 58 import rpy2.robjects as ro
59 59 try:
60 60 from rpy2.robjects import pandas2ri
61 61 pandas2ri.activate()
62 62 except ImportError:
63 63 pandas2ri = None
64 64 from rpy2.robjects import numpy2ri
65 65 numpy2ri.activate()
66 66
67 67 # IPython imports
68 68
69 69 from IPython.core.displaypub import publish_display_data
70 70 from IPython.core.magic import (Magics, magics_class, line_magic,
71 71 line_cell_magic, needs_local_scope)
72 72 from IPython.testing.skipdoctest import skip_doctest
73 73 from IPython.core.magic_arguments import (
74 74 argument, magic_arguments, parse_argstring
75 75 )
76 from IPython.external.simplegeneric import generic
76 from simplegeneric import generic
77 77 from IPython.utils.py3compat import (str_to_unicode, unicode_to_str, PY3,
78 78 unicode_type)
79 79 from IPython.utils.text import dedent
80 80
81 81 class RInterpreterError(ri.RRuntimeError):
82 82 """An error when running R code in a %%R magic cell."""
83 83 def __init__(self, line, err, stdout):
84 84 self.line = line
85 85 self.err = err.rstrip()
86 86 self.stdout = stdout.rstrip()
87 87
88 88 def __unicode__(self):
89 89 s = 'Failed to parse and evaluate line %r.\nR error message: %r' % \
90 90 (self.line, self.err)
91 91 if self.stdout and (self.stdout != self.err):
92 92 s += '\nR stdout:\n' + self.stdout
93 93 return s
94 94
95 95 if PY3:
96 96 __str__ = __unicode__
97 97 else:
98 98 def __str__(self):
99 99 return unicode_to_str(unicode(self), 'utf-8')
100 100
101 101 def Rconverter(Robj, dataframe=False):
102 102 """
103 103 Convert an object in R's namespace to one suitable
104 104 for ipython's namespace.
105 105
106 106 For a data.frame, it tries to return a structured array.
107 107 It first checks for colnames, then names.
108 108 If all are NULL, it returns np.asarray(Robj), else
109 109 it tries to construct a recarray
110 110
111 111 Parameters
112 112 ----------
113 113
114 114 Robj: an R object returned from rpy2
115 115 """
116 116 is_data_frame = ro.r('is.data.frame')
117 117 colnames = ro.r('colnames')
118 118 rownames = ro.r('rownames') # with pandas, these could be used for the index
119 119 names = ro.r('names')
120 120
121 121 if dataframe:
122 122 as_data_frame = ro.r('as.data.frame')
123 123 cols = colnames(Robj)
124 124 _names = names(Robj)
125 125 if cols != ri.NULL:
126 126 Robj = as_data_frame(Robj)
127 127 names = tuple(np.array(cols))
128 128 elif _names != ri.NULL:
129 129 names = tuple(np.array(_names))
130 130 else: # failed to find names
131 131 return np.asarray(Robj)
132 132 Robj = np.rec.fromarrays(Robj, names = names)
133 133 return np.asarray(Robj)
134 134
135 135 @generic
136 136 def pyconverter(pyobj):
137 137 """Convert Python objects to R objects. Add types using the decorator:
138 138
139 139 @pyconverter.when_type
140 140 """
141 141 return pyobj
142 142
143 143 # The default conversion for lists seems to make them a nested list. That has
144 144 # some advantages, but is rarely convenient, so for interactive use, we convert
145 145 # lists to a numpy array, which becomes an R vector.
146 146 @pyconverter.when_type(list)
147 147 def pyconverter_list(pyobj):
148 148 return np.asarray(pyobj)
149 149
150 150 if pandas2ri is None:
151 151 # pandas2ri was new in rpy2 2.3.3, so for now we'll fallback to pandas'
152 152 # conversion function.
153 153 try:
154 154 from pandas import DataFrame
155 155 from pandas.rpy.common import convert_to_r_dataframe
156 156 @pyconverter.when_type(DataFrame)
157 157 def pyconverter_dataframe(pyobj):
158 158 return convert_to_r_dataframe(pyobj, strings_as_factors=True)
159 159 except ImportError:
160 160 pass
161 161
162 162 @magics_class
163 163 class RMagics(Magics):
164 164 """A set of magics useful for interactive work with R via rpy2.
165 165 """
166 166
167 167 def __init__(self, shell, Rconverter=Rconverter,
168 168 pyconverter=pyconverter,
169 169 cache_display_data=False):
170 170 """
171 171 Parameters
172 172 ----------
173 173
174 174 shell : IPython shell
175 175
176 176 Rconverter : callable
177 177 To be called on values taken from R before putting them in the
178 178 IPython namespace.
179 179
180 180 pyconverter : callable
181 181 To be called on values in ipython namespace before
182 182 assigning to variables in rpy2.
183 183
184 184 cache_display_data : bool
185 185 If True, the published results of the final call to R are
186 186 cached in the variable 'display_cache'.
187 187
188 188 """
189 189 super(RMagics, self).__init__(shell)
190 190 self.cache_display_data = cache_display_data
191 191
192 192 self.r = ro.R()
193 193
194 194 self.Rstdout_cache = []
195 195 self.pyconverter = pyconverter
196 196 self.Rconverter = Rconverter
197 197
198 198 def eval(self, line):
199 199 '''
200 200 Parse and evaluate a line of R code with rpy2.
201 201 Returns the output to R's stdout() connection,
202 202 the value generated by evaluating the code, and a
203 203 boolean indicating whether the return value would be
204 204 visible if the line of code were evaluated in an R REPL.
205 205
206 206 R Code evaluation and visibility determination are
207 207 done via an R call of the form withVisible({<code>})
208 208
209 209 '''
210 210 old_writeconsole = ri.get_writeconsole()
211 211 ri.set_writeconsole(self.write_console)
212 212 try:
213 213 res = ro.r("withVisible({%s\n})" % line)
214 214 value = res[0] #value (R object)
215 215 visible = ro.conversion.ri2py(res[1])[0] #visible (boolean)
216 216 except (ri.RRuntimeError, ValueError) as exception:
217 217 warning_or_other_msg = self.flush() # otherwise next return seems to have copy of error
218 218 raise RInterpreterError(line, str_to_unicode(str(exception)), warning_or_other_msg)
219 219 text_output = self.flush()
220 220 ri.set_writeconsole(old_writeconsole)
221 221 return text_output, value, visible
222 222
223 223 def write_console(self, output):
224 224 '''
225 225 A hook to capture R's stdout in a cache.
226 226 '''
227 227 self.Rstdout_cache.append(output)
228 228
229 229 def flush(self):
230 230 '''
231 231 Flush R's stdout cache to a string, returning the string.
232 232 '''
233 233 value = ''.join([str_to_unicode(s, 'utf-8') for s in self.Rstdout_cache])
234 234 self.Rstdout_cache = []
235 235 return value
236 236
237 237 @skip_doctest
238 238 @needs_local_scope
239 239 @line_magic
240 240 def Rpush(self, line, local_ns=None):
241 241 '''
242 242 A line-level magic for R that pushes
243 243 variables from python to rpy2. The line should be made up
244 244 of whitespace separated variable names in the IPython
245 245 namespace::
246 246
247 247 In [7]: import numpy as np
248 248
249 249 In [8]: X = np.array([4.5,6.3,7.9])
250 250
251 251 In [9]: X.mean()
252 252 Out[9]: 6.2333333333333343
253 253
254 254 In [10]: %Rpush X
255 255
256 256 In [11]: %R mean(X)
257 257 Out[11]: array([ 6.23333333])
258 258
259 259 '''
260 260 if local_ns is None:
261 261 local_ns = {}
262 262
263 263 inputs = line.split(' ')
264 264 for input in inputs:
265 265 try:
266 266 val = local_ns[input]
267 267 except KeyError:
268 268 try:
269 269 val = self.shell.user_ns[input]
270 270 except KeyError:
271 271 # reraise the KeyError as a NameError so that it looks like
272 272 # the standard python behavior when you use an unnamed
273 273 # variable
274 274 raise NameError("name '%s' is not defined" % input)
275 275
276 276 self.r.assign(input, self.pyconverter(val))
277 277
278 278 @skip_doctest
279 279 @magic_arguments()
280 280 @argument(
281 281 '-d', '--as_dataframe', action='store_true',
282 282 default=False,
283 283 help='Convert objects to data.frames before returning to ipython.'
284 284 )
285 285 @argument(
286 286 'outputs',
287 287 nargs='*',
288 288 )
289 289 @line_magic
290 290 def Rpull(self, line):
291 291 '''
292 292 A line-level magic for R that pulls
293 293 variables from python to rpy2::
294 294
295 295 In [18]: _ = %R x = c(3,4,6.7); y = c(4,6,7); z = c('a',3,4)
296 296
297 297 In [19]: %Rpull x y z
298 298
299 299 In [20]: x
300 300 Out[20]: array([ 3. , 4. , 6.7])
301 301
302 302 In [21]: y
303 303 Out[21]: array([ 4., 6., 7.])
304 304
305 305 In [22]: z
306 306 Out[22]:
307 307 array(['a', '3', '4'],
308 308 dtype='|S1')
309 309
310 310
311 311 If --as_dataframe, then each object is returned as a structured array
312 312 after first passed through "as.data.frame" in R before
313 313 being calling self.Rconverter.
314 314 This is useful when a structured array is desired as output, or
315 315 when the object in R has mixed data types.
316 316 See the %%R docstring for more examples.
317 317
318 318 Notes
319 319 -----
320 320
321 321 Beware that R names can have '.' so this is not fool proof.
322 322 To avoid this, don't name your R objects with '.'s...
323 323
324 324 '''
325 325 args = parse_argstring(self.Rpull, line)
326 326 outputs = args.outputs
327 327 for output in outputs:
328 328 self.shell.push({output:self.Rconverter(self.r(output),dataframe=args.as_dataframe)})
329 329
330 330 @skip_doctest
331 331 @magic_arguments()
332 332 @argument(
333 333 '-d', '--as_dataframe', action='store_true',
334 334 default=False,
335 335 help='Convert objects to data.frames before returning to ipython.'
336 336 )
337 337 @argument(
338 338 'output',
339 339 nargs=1,
340 340 type=str,
341 341 )
342 342 @line_magic
343 343 def Rget(self, line):
344 344 '''
345 345 Return an object from rpy2, possibly as a structured array (if possible).
346 346 Similar to Rpull except only one argument is accepted and the value is
347 347 returned rather than pushed to self.shell.user_ns::
348 348
349 349 In [3]: dtype=[('x', '<i4'), ('y', '<f8'), ('z', '|S1')]
350 350
351 351 In [4]: datapy = np.array([(1, 2.9, 'a'), (2, 3.5, 'b'), (3, 2.1, 'c'), (4, 5, 'e')], dtype=dtype)
352 352
353 353 In [5]: %R -i datapy
354 354
355 355 In [6]: %Rget datapy
356 356 Out[6]:
357 357 array([['1', '2', '3', '4'],
358 358 ['2', '3', '2', '5'],
359 359 ['a', 'b', 'c', 'e']],
360 360 dtype='|S1')
361 361
362 362 In [7]: %Rget -d datapy
363 363 Out[7]:
364 364 array([(1, 2.9, 'a'), (2, 3.5, 'b'), (3, 2.1, 'c'), (4, 5.0, 'e')],
365 365 dtype=[('x', '<i4'), ('y', '<f8'), ('z', '|S1')])
366 366
367 367 '''
368 368 args = parse_argstring(self.Rget, line)
369 369 output = args.output
370 370 return self.Rconverter(self.r(output[0]),dataframe=args.as_dataframe)
371 371
372 372
373 373 @skip_doctest
374 374 @magic_arguments()
375 375 @argument(
376 376 '-i', '--input', action='append',
377 377 help='Names of input variable from shell.user_ns to be assigned to R variables of the same names after calling self.pyconverter. Multiple names can be passed separated only by commas with no whitespace.'
378 378 )
379 379 @argument(
380 380 '-o', '--output', action='append',
381 381 help='Names of variables to be pushed from rpy2 to shell.user_ns after executing cell body and applying self.Rconverter. Multiple names can be passed separated only by commas with no whitespace.'
382 382 )
383 383 @argument(
384 384 '-w', '--width', type=int,
385 385 help='Width of png plotting device sent as an argument to *png* in R.'
386 386 )
387 387 @argument(
388 388 '-h', '--height', type=int,
389 389 help='Height of png plotting device sent as an argument to *png* in R.'
390 390 )
391 391
392 392 @argument(
393 393 '-d', '--dataframe', action='append',
394 394 help='Convert these objects to data.frames and return as structured arrays.'
395 395 )
396 396 @argument(
397 397 '-u', '--units', type=unicode_type, choices=["px", "in", "cm", "mm"],
398 398 help='Units of png plotting device sent as an argument to *png* in R. One of ["px", "in", "cm", "mm"].'
399 399 )
400 400 @argument(
401 401 '-r', '--res', type=int,
402 402 help='Resolution of png plotting device sent as an argument to *png* in R. Defaults to 72 if *units* is one of ["in", "cm", "mm"].'
403 403 )
404 404 @argument(
405 405 '-p', '--pointsize', type=int,
406 406 help='Pointsize of png plotting device sent as an argument to *png* in R.'
407 407 )
408 408 @argument(
409 409 '-b', '--bg',
410 410 help='Background of png plotting device sent as an argument to *png* in R.'
411 411 )
412 412 @argument(
413 413 '-n', '--noreturn',
414 414 help='Force the magic to not return anything.',
415 415 action='store_true',
416 416 default=False
417 417 )
418 418 @argument(
419 419 'code',
420 420 nargs='*',
421 421 )
422 422 @needs_local_scope
423 423 @line_cell_magic
424 424 def R(self, line, cell=None, local_ns=None):
425 425 '''
426 426 Execute code in R, and pull some of the results back into the Python namespace.
427 427
428 428 In line mode, this will evaluate an expression and convert the returned value to a Python object.
429 429 The return value is determined by rpy2's behaviour of returning the result of evaluating the
430 430 final line.
431 431
432 432 Multiple R lines can be executed by joining them with semicolons::
433 433
434 434 In [9]: %R X=c(1,4,5,7); sd(X); mean(X)
435 435 Out[9]: array([ 4.25])
436 436
437 437 In cell mode, this will run a block of R code. The resulting value
438 438 is printed if it would printed be when evaluating the same code
439 439 within a standard R REPL.
440 440
441 441 Nothing is returned to python by default in cell mode::
442 442
443 443 In [10]: %%R
444 444 ....: Y = c(2,4,3,9)
445 445 ....: summary(lm(Y~X))
446 446
447 447 Call:
448 448 lm(formula = Y ~ X)
449 449
450 450 Residuals:
451 451 1 2 3 4
452 452 0.88 -0.24 -2.28 1.64
453 453
454 454 Coefficients:
455 455 Estimate Std. Error t value Pr(>|t|)
456 456 (Intercept) 0.0800 2.3000 0.035 0.975
457 457 X 1.0400 0.4822 2.157 0.164
458 458
459 459 Residual standard error: 2.088 on 2 degrees of freedom
460 460 Multiple R-squared: 0.6993,Adjusted R-squared: 0.549
461 461 F-statistic: 4.651 on 1 and 2 DF, p-value: 0.1638
462 462
463 463 In the notebook, plots are published as the output of the cell::
464 464
465 465 %R plot(X, Y)
466 466
467 467 will create a scatter plot of X bs Y.
468 468
469 469 If cell is not None and line has some R code, it is prepended to
470 470 the R code in cell.
471 471
472 472 Objects can be passed back and forth between rpy2 and python via the -i -o flags in line::
473 473
474 474 In [14]: Z = np.array([1,4,5,10])
475 475
476 476 In [15]: %R -i Z mean(Z)
477 477 Out[15]: array([ 5.])
478 478
479 479
480 480 In [16]: %R -o W W=Z*mean(Z)
481 481 Out[16]: array([ 5., 20., 25., 50.])
482 482
483 483 In [17]: W
484 484 Out[17]: array([ 5., 20., 25., 50.])
485 485
486 486 The return value is determined by these rules:
487 487
488 488 * If the cell is not None, the magic returns None.
489 489
490 490 * If the cell evaluates as False, the resulting value is returned
491 491 unless the final line prints something to the console, in
492 492 which case None is returned.
493 493
494 494 * If the final line results in a NULL value when evaluated
495 495 by rpy2, then None is returned.
496 496
497 497 * No attempt is made to convert the final value to a structured array.
498 498 Use the --dataframe flag or %Rget to push / return a structured array.
499 499
500 500 * If the -n flag is present, there is no return value.
501 501
502 502 * A trailing ';' will also result in no return value as the last
503 503 value in the line is an empty string.
504 504
505 505 The --dataframe argument will attempt to return structured arrays.
506 506 This is useful for dataframes with
507 507 mixed data types. Note also that for a data.frame,
508 508 if it is returned as an ndarray, it is transposed::
509 509
510 510 In [18]: dtype=[('x', '<i4'), ('y', '<f8'), ('z', '|S1')]
511 511
512 512 In [19]: datapy = np.array([(1, 2.9, 'a'), (2, 3.5, 'b'), (3, 2.1, 'c'), (4, 5, 'e')], dtype=dtype)
513 513
514 514 In [20]: %%R -o datar
515 515 datar = datapy
516 516 ....:
517 517
518 518 In [21]: datar
519 519 Out[21]:
520 520 array([['1', '2', '3', '4'],
521 521 ['2', '3', '2', '5'],
522 522 ['a', 'b', 'c', 'e']],
523 523 dtype='|S1')
524 524
525 525 In [22]: %%R -d datar
526 526 datar = datapy
527 527 ....:
528 528
529 529 In [23]: datar
530 530 Out[23]:
531 531 array([(1, 2.9, 'a'), (2, 3.5, 'b'), (3, 2.1, 'c'), (4, 5.0, 'e')],
532 532 dtype=[('x', '<i4'), ('y', '<f8'), ('z', '|S1')])
533 533
534 534 The --dataframe argument first tries colnames, then names.
535 535 If both are NULL, it returns an ndarray (i.e. unstructured)::
536 536
537 537 In [1]: %R mydata=c(4,6,8.3); NULL
538 538
539 539 In [2]: %R -d mydata
540 540
541 541 In [3]: mydata
542 542 Out[3]: array([ 4. , 6. , 8.3])
543 543
544 544 In [4]: %R names(mydata) = c('a','b','c'); NULL
545 545
546 546 In [5]: %R -d mydata
547 547
548 548 In [6]: mydata
549 549 Out[6]:
550 550 array((4.0, 6.0, 8.3),
551 551 dtype=[('a', '<f8'), ('b', '<f8'), ('c', '<f8')])
552 552
553 553 In [7]: %R -o mydata
554 554
555 555 In [8]: mydata
556 556 Out[8]: array([ 4. , 6. , 8.3])
557 557
558 558 '''
559 559
560 560 args = parse_argstring(self.R, line)
561 561
562 562 # arguments 'code' in line are prepended to
563 563 # the cell lines
564 564
565 565 if cell is None:
566 566 code = ''
567 567 return_output = True
568 568 line_mode = True
569 569 else:
570 570 code = cell
571 571 return_output = False
572 572 line_mode = False
573 573
574 574 code = ' '.join(args.code) + code
575 575
576 576 # if there is no local namespace then default to an empty dict
577 577 if local_ns is None:
578 578 local_ns = {}
579 579
580 580 if args.input:
581 581 for input in ','.join(args.input).split(','):
582 582 try:
583 583 val = local_ns[input]
584 584 except KeyError:
585 585 try:
586 586 val = self.shell.user_ns[input]
587 587 except KeyError:
588 588 raise NameError("name '%s' is not defined" % input)
589 589 self.r.assign(input, self.pyconverter(val))
590 590
591 591 if getattr(args, 'units') is not None:
592 592 if args.units != "px" and getattr(args, 'res') is None:
593 593 args.res = 72
594 594 args.units = '"%s"' % args.units
595 595
596 596 png_argdict = dict([(n, getattr(args, n)) for n in ['units', 'res', 'height', 'width', 'bg', 'pointsize']])
597 597 png_args = ','.join(['%s=%s' % (o,v) for o, v in png_argdict.items() if v is not None])
598 598 # execute the R code in a temporary directory
599 599
600 600 tmpd = tempfile.mkdtemp()
601 601 self.r('png("%s/Rplots%%03d.png",%s)' % (tmpd.replace('\\', '/'), png_args))
602 602
603 603 text_output = ''
604 604 try:
605 605 if line_mode:
606 606 for line in code.split(';'):
607 607 text_result, result, visible = self.eval(line)
608 608 text_output += text_result
609 609 if text_result:
610 610 # the last line printed something to the console so we won't return it
611 611 return_output = False
612 612 else:
613 613 text_result, result, visible = self.eval(code)
614 614 text_output += text_result
615 615 if visible:
616 616 old_writeconsole = ri.get_writeconsole()
617 617 ri.set_writeconsole(self.write_console)
618 618 ro.r.show(result)
619 619 text_output += self.flush()
620 620 ri.set_writeconsole(old_writeconsole)
621 621
622 622 except RInterpreterError as e:
623 623 print(e.stdout)
624 624 if not e.stdout.endswith(e.err):
625 625 print(e.err)
626 626 rmtree(tmpd)
627 627 return
628 628 finally:
629 629 self.r('dev.off()')
630 630
631 631 # read out all the saved .png files
632 632
633 633 images = [open(imgfile, 'rb').read() for imgfile in glob("%s/Rplots*png" % tmpd)]
634 634
635 635 # now publish the images
636 636 # mimicking IPython/zmq/pylab/backend_inline.py
637 637 fmt = 'png'
638 638 mimetypes = { 'png' : 'image/png', 'svg' : 'image/svg+xml' }
639 639 mime = mimetypes[fmt]
640 640
641 641 # publish the printed R objects, if any
642 642
643 643 display_data = []
644 644 if text_output:
645 645 display_data.append(('RMagic.R', {'text/plain':text_output}))
646 646
647 647 # flush text streams before sending figures, helps a little with output
648 648 for image in images:
649 649 # synchronization in the console (though it's a bandaid, not a real sln)
650 650 sys.stdout.flush(); sys.stderr.flush()
651 651 display_data.append(('RMagic.R', {mime: image}))
652 652
653 653 # kill the temporary directory
654 654 rmtree(tmpd)
655 655
656 656 # try to turn every output into a numpy array
657 657 # this means that output are assumed to be castable
658 658 # as numpy arrays
659 659
660 660 if args.output:
661 661 for output in ','.join(args.output).split(','):
662 662 self.shell.push({output:self.Rconverter(self.r(output), dataframe=False)})
663 663
664 664 if args.dataframe:
665 665 for output in ','.join(args.dataframe).split(','):
666 666 self.shell.push({output:self.Rconverter(self.r(output), dataframe=True)})
667 667
668 668 for tag, disp_d in display_data:
669 669 publish_display_data(data=disp_d, source=tag)
670 670
671 671 # this will keep a reference to the display_data
672 672 # which might be useful to other objects who happen to use
673 673 # this method
674 674
675 675 if self.cache_display_data:
676 676 self.display_cache = display_data
677 677
678 678 # if in line mode and return_output, return the result as an ndarray
679 679 if return_output and not args.noreturn:
680 680 if result != ri.NULL:
681 681 return self.Rconverter(result, dataframe=False)
682 682
683 683 __doc__ = __doc__.format(
684 684 R_DOC = dedent(RMagics.R.__doc__),
685 685 RPUSH_DOC = dedent(RMagics.Rpush.__doc__),
686 686 RPULL_DOC = dedent(RMagics.Rpull.__doc__),
687 687 RGET_DOC = dedent(RMagics.Rget.__doc__)
688 688 )
689 689
690 690
691 691 def load_ipython_extension(ip):
692 692 """Load the extension in IPython."""
693 693 warnings.warn("The rmagic extension in IPython is deprecated in favour of "
694 694 "rpy2.ipython. If available, that will be loaded instead.\n"
695 695 "http://rpy.sourceforge.net/")
696 696 try:
697 697 import rpy2.ipython
698 698 except ImportError:
699 699 pass # Fall back to our own implementation for now
700 700 else:
701 701 return rpy2.ipython.load_ipython_extension(ip)
702 702
703 703 ip.register_magics(RMagics)
704 704 # Initialising rpy2 interferes with readline. Since, at this point, we've
705 705 # probably just loaded rpy2, we reset the delimiters. See issue gh-2759.
706 706 if ip.has_readline:
707 707 ip.readline.set_completer_delims(ip.readline_delims)
@@ -1,278 +1,273
1 1 # encoding: utf-8
2 2 """Event loop integration for the ZeroMQ-based kernels."""
3 3
4 4 # Copyright (c) IPython Development Team.
5 5 # Distributed under the terms of the Modified BSD License.
6 6
7 7 import os
8 8 import sys
9 9
10 10 import zmq
11 11
12 12 from IPython.config.application import Application
13 13 from IPython.utils import io
14
15
16 def _on_os_x_10_9():
17 import platform
18 from distutils.version import LooseVersion as V
19 return sys.platform == 'darwin' and V(platform.mac_ver()[0]) >= V('10.9')
14 from IPython.lib.inputhook import _use_appnope
20 15
21 16 def _notify_stream_qt(kernel, stream):
22 17
23 18 from IPython.external.qt_for_kernel import QtCore
24 19
25 if _on_os_x_10_9() and kernel._darwin_app_nap:
26 from IPython.external.appnope import nope_scope as context
20 if _use_appnope() and kernel._darwin_app_nap:
21 from appnope import nope_scope as context
27 22 else:
28 23 from IPython.core.interactiveshell import NoOpContext as context
29 24
30 25 def process_stream_events():
31 26 while stream.getsockopt(zmq.EVENTS) & zmq.POLLIN:
32 27 with context():
33 28 kernel.do_one_iteration()
34 29
35 30 fd = stream.getsockopt(zmq.FD)
36 31 notifier = QtCore.QSocketNotifier(fd, QtCore.QSocketNotifier.Read, kernel.app)
37 32 notifier.activated.connect(process_stream_events)
38 33
39 34 # mapping of keys to loop functions
40 35 loop_map = {
41 36 'inline': None,
42 37 'nbagg': None,
43 38 'notebook': None,
44 39 None : None,
45 40 }
46 41
47 42 def register_integration(*toolkitnames):
48 43 """Decorator to register an event loop to integrate with the IPython kernel
49 44
50 45 The decorator takes names to register the event loop as for the %gui magic.
51 46 You can provide alternative names for the same toolkit.
52 47
53 48 The decorated function should take a single argument, the IPython kernel
54 49 instance, arrange for the event loop to call ``kernel.do_one_iteration()``
55 50 at least every ``kernel._poll_interval`` seconds, and start the event loop.
56 51
57 52 :mod:`IPython.kernel.zmq.eventloops` provides and registers such functions
58 53 for a few common event loops.
59 54 """
60 55 def decorator(func):
61 56 for name in toolkitnames:
62 57 loop_map[name] = func
63 58 return func
64 59
65 60 return decorator
66 61
67 62
68 63 @register_integration('qt', 'qt4')
69 64 def loop_qt4(kernel):
70 65 """Start a kernel with PyQt4 event loop integration."""
71 66
72 67 from IPython.lib.guisupport import get_app_qt4, start_event_loop_qt4
73 68
74 69 kernel.app = get_app_qt4([" "])
75 70 kernel.app.setQuitOnLastWindowClosed(False)
76 71
77 72 for s in kernel.shell_streams:
78 73 _notify_stream_qt(kernel, s)
79 74
80 75 start_event_loop_qt4(kernel.app)
81 76
82 77 @register_integration('qt5')
83 78 def loop_qt5(kernel):
84 79 """Start a kernel with PyQt5 event loop integration."""
85 80 os.environ['QT_API'] = 'pyqt5'
86 81 return loop_qt4(kernel)
87 82
88 83
89 84 @register_integration('wx')
90 85 def loop_wx(kernel):
91 86 """Start a kernel with wx event loop support."""
92 87
93 88 import wx
94 89 from IPython.lib.guisupport import start_event_loop_wx
95 90
96 if _on_os_x_10_9() and kernel._darwin_app_nap:
91 if _use_appnope() and kernel._darwin_app_nap:
97 92 # we don't hook up App Nap contexts for Wx,
98 93 # just disable it outright.
99 from IPython.external.appnope import nope
94 from appnope import nope
100 95 nope()
101 96
102 97 doi = kernel.do_one_iteration
103 98 # Wx uses milliseconds
104 99 poll_interval = int(1000*kernel._poll_interval)
105 100
106 101 # We have to put the wx.Timer in a wx.Frame for it to fire properly.
107 102 # We make the Frame hidden when we create it in the main app below.
108 103 class TimerFrame(wx.Frame):
109 104 def __init__(self, func):
110 105 wx.Frame.__init__(self, None, -1)
111 106 self.timer = wx.Timer(self)
112 107 # Units for the timer are in milliseconds
113 108 self.timer.Start(poll_interval)
114 109 self.Bind(wx.EVT_TIMER, self.on_timer)
115 110 self.func = func
116 111
117 112 def on_timer(self, event):
118 113 self.func()
119 114
120 115 # We need a custom wx.App to create our Frame subclass that has the
121 116 # wx.Timer to drive the ZMQ event loop.
122 117 class IPWxApp(wx.App):
123 118 def OnInit(self):
124 119 self.frame = TimerFrame(doi)
125 120 self.frame.Show(False)
126 121 return True
127 122
128 123 # The redirect=False here makes sure that wx doesn't replace
129 124 # sys.stdout/stderr with its own classes.
130 125 kernel.app = IPWxApp(redirect=False)
131 126
132 127 # The import of wx on Linux sets the handler for signal.SIGINT
133 128 # to 0. This is a bug in wx or gtk. We fix by just setting it
134 129 # back to the Python default.
135 130 import signal
136 131 if not callable(signal.getsignal(signal.SIGINT)):
137 132 signal.signal(signal.SIGINT, signal.default_int_handler)
138 133
139 134 start_event_loop_wx(kernel.app)
140 135
141 136
142 137 @register_integration('tk')
143 138 def loop_tk(kernel):
144 139 """Start a kernel with the Tk event loop."""
145 140
146 141 try:
147 142 from tkinter import Tk # Py 3
148 143 except ImportError:
149 144 from Tkinter import Tk # Py 2
150 145 doi = kernel.do_one_iteration
151 146 # Tk uses milliseconds
152 147 poll_interval = int(1000*kernel._poll_interval)
153 148 # For Tkinter, we create a Tk object and call its withdraw method.
154 149 class Timer(object):
155 150 def __init__(self, func):
156 151 self.app = Tk()
157 152 self.app.withdraw()
158 153 self.func = func
159 154
160 155 def on_timer(self):
161 156 self.func()
162 157 self.app.after(poll_interval, self.on_timer)
163 158
164 159 def start(self):
165 160 self.on_timer() # Call it once to get things going.
166 161 self.app.mainloop()
167 162
168 163 kernel.timer = Timer(doi)
169 164 kernel.timer.start()
170 165
171 166
172 167 @register_integration('gtk')
173 168 def loop_gtk(kernel):
174 169 """Start the kernel, coordinating with the GTK event loop"""
175 170 from .gui.gtkembed import GTKEmbed
176 171
177 172 gtk_kernel = GTKEmbed(kernel)
178 173 gtk_kernel.start()
179 174
180 175
181 176 @register_integration('gtk3')
182 177 def loop_gtk3(kernel):
183 178 """Start the kernel, coordinating with the GTK event loop"""
184 179 from .gui.gtk3embed import GTKEmbed
185 180
186 181 gtk_kernel = GTKEmbed(kernel)
187 182 gtk_kernel.start()
188 183
189 184
190 185 @register_integration('osx')
191 186 def loop_cocoa(kernel):
192 187 """Start the kernel, coordinating with the Cocoa CFRunLoop event loop
193 188 via the matplotlib MacOSX backend.
194 189 """
195 190 import matplotlib
196 191 if matplotlib.__version__ < '1.1.0':
197 192 kernel.log.warn(
198 193 "MacOSX backend in matplotlib %s doesn't have a Timer, "
199 194 "falling back on Tk for CFRunLoop integration. Note that "
200 195 "even this won't work if Tk is linked against X11 instead of "
201 196 "Cocoa (e.g. EPD). To use the MacOSX backend in the kernel, "
202 197 "you must use matplotlib >= 1.1.0, or a native libtk."
203 198 )
204 199 return loop_tk(kernel)
205 200
206 201 from matplotlib.backends.backend_macosx import TimerMac, show
207 202
208 203 # scale interval for sec->ms
209 204 poll_interval = int(1000*kernel._poll_interval)
210 205
211 206 real_excepthook = sys.excepthook
212 207 def handle_int(etype, value, tb):
213 208 """don't let KeyboardInterrupts look like crashes"""
214 209 if etype is KeyboardInterrupt:
215 210 io.raw_print("KeyboardInterrupt caught in CFRunLoop")
216 211 else:
217 212 real_excepthook(etype, value, tb)
218 213
219 214 # add doi() as a Timer to the CFRunLoop
220 215 def doi():
221 216 # restore excepthook during IPython code
222 217 sys.excepthook = real_excepthook
223 218 kernel.do_one_iteration()
224 219 # and back:
225 220 sys.excepthook = handle_int
226 221
227 222 t = TimerMac(poll_interval)
228 223 t.add_callback(doi)
229 224 t.start()
230 225
231 226 # but still need a Poller for when there are no active windows,
232 227 # during which time mainloop() returns immediately
233 228 poller = zmq.Poller()
234 229 if kernel.control_stream:
235 230 poller.register(kernel.control_stream.socket, zmq.POLLIN)
236 231 for stream in kernel.shell_streams:
237 232 poller.register(stream.socket, zmq.POLLIN)
238 233
239 234 while True:
240 235 try:
241 236 # double nested try/except, to properly catch KeyboardInterrupt
242 237 # due to pyzmq Issue #130
243 238 try:
244 239 # don't let interrupts during mainloop invoke crash_handler:
245 240 sys.excepthook = handle_int
246 241 show.mainloop()
247 242 sys.excepthook = real_excepthook
248 243 # use poller if mainloop returned (no windows)
249 244 # scale by extra factor of 10, since it's a real poll
250 245 poller.poll(10*poll_interval)
251 246 kernel.do_one_iteration()
252 247 except:
253 248 raise
254 249 except KeyboardInterrupt:
255 250 # Ctrl-C shouldn't crash the kernel
256 251 io.raw_print("KeyboardInterrupt caught in kernel")
257 252 finally:
258 253 # ensure excepthook is restored
259 254 sys.excepthook = real_excepthook
260 255
261 256
262 257
263 258 def enable_gui(gui, kernel=None):
264 259 """Enable integration with a given GUI"""
265 260 if gui not in loop_map:
266 261 e = "Invalid GUI request %r, valid ones are:%s" % (gui, loop_map.keys())
267 262 raise ValueError(e)
268 263 if kernel is None:
269 264 if Application.initialized():
270 265 kernel = getattr(Application.instance(), 'kernel', None)
271 266 if kernel is None:
272 267 raise RuntimeError("You didn't specify a kernel,"
273 268 " and no IPython Application with a kernel appears to be running."
274 269 )
275 270 loop = loop_map[gui]
276 271 if loop and kernel.eventloop is not None and kernel.eventloop is not loop:
277 272 raise RuntimeError("Cannot activate multiple GUI eventloops")
278 273 kernel.eventloop = loop
@@ -1,584 +1,587
1 1 # coding: utf-8
2 2 """
3 3 Inputhook management for GUI event loop integration.
4 4 """
5 5
6 #-----------------------------------------------------------------------------
7 # Copyright (C) 2008-2011 The IPython Development Team
8 #
9 # Distributed under the terms of the BSD License. The full license is in
10 # the file COPYING, distributed as part of this software.
11 #-----------------------------------------------------------------------------
12
13 #-----------------------------------------------------------------------------
14 # Imports
15 #-----------------------------------------------------------------------------
6 # Copyright (c) IPython Development Team.
7 # Distributed under the terms of the Modified BSD License.
16 8
17 9 try:
18 10 import ctypes
19 11 except ImportError:
20 12 ctypes = None
21 13 except SystemError: # IronPython issue, 2/8/2014
22 14 ctypes = None
23 15 import os
16 import platform
24 17 import sys
25 18 from distutils.version import LooseVersion as V
26 19
27 20 from IPython.utils.warn import warn
28 21
29 22 #-----------------------------------------------------------------------------
30 23 # Constants
31 24 #-----------------------------------------------------------------------------
32 25
33 26 # Constants for identifying the GUI toolkits.
34 27 GUI_WX = 'wx'
35 28 GUI_QT = 'qt'
36 29 GUI_QT4 = 'qt4'
37 30 GUI_GTK = 'gtk'
38 31 GUI_TK = 'tk'
39 32 GUI_OSX = 'osx'
40 33 GUI_GLUT = 'glut'
41 34 GUI_PYGLET = 'pyglet'
42 35 GUI_GTK3 = 'gtk3'
43 36 GUI_NONE = 'none' # i.e. disable
44 37
45 38 #-----------------------------------------------------------------------------
46 39 # Utilities
47 40 #-----------------------------------------------------------------------------
48 41
49 42 def _stdin_ready_posix():
50 43 """Return True if there's something to read on stdin (posix version)."""
51 44 infds, outfds, erfds = select.select([sys.stdin],[],[],0)
52 45 return bool(infds)
53 46
54 47 def _stdin_ready_nt():
55 48 """Return True if there's something to read on stdin (nt version)."""
56 49 return msvcrt.kbhit()
57 50
58 51 def _stdin_ready_other():
59 52 """Return True, assuming there's something to read on stdin."""
60 return True #
53 return True
54
55 def _use_appnope():
56 """Should we use appnope for dealing with OS X app nap?
61 57
58 Checks if we are on OS X 10.9 or greater.
59 """
60 return sys.platform == 'darwin' and V(platform.mac_ver()[0]) >= V('10.9')
62 61
63 62 def _ignore_CTRL_C_posix():
64 63 """Ignore CTRL+C (SIGINT)."""
65 64 signal.signal(signal.SIGINT, signal.SIG_IGN)
66 65
67 66 def _allow_CTRL_C_posix():
68 67 """Take CTRL+C into account (SIGINT)."""
69 68 signal.signal(signal.SIGINT, signal.default_int_handler)
70 69
71 70 def _ignore_CTRL_C_other():
72 71 """Ignore CTRL+C (not implemented)."""
73 72 pass
74 73
75 74 def _allow_CTRL_C_other():
76 75 """Take CTRL+C into account (not implemented)."""
77 76 pass
78 77
79 78 if os.name == 'posix':
80 79 import select
81 80 import signal
82 81 stdin_ready = _stdin_ready_posix
83 82 ignore_CTRL_C = _ignore_CTRL_C_posix
84 83 allow_CTRL_C = _allow_CTRL_C_posix
85 84 elif os.name == 'nt':
86 85 import msvcrt
87 86 stdin_ready = _stdin_ready_nt
88 87 ignore_CTRL_C = _ignore_CTRL_C_other
89 88 allow_CTRL_C = _allow_CTRL_C_other
90 89 else:
91 90 stdin_ready = _stdin_ready_other
92 91 ignore_CTRL_C = _ignore_CTRL_C_other
93 92 allow_CTRL_C = _allow_CTRL_C_other
94 93
95 94
96 95 #-----------------------------------------------------------------------------
97 96 # Main InputHookManager class
98 97 #-----------------------------------------------------------------------------
99 98
100 99
101 100 class InputHookManager(object):
102 101 """Manage PyOS_InputHook for different GUI toolkits.
103 102
104 103 This class installs various hooks under ``PyOSInputHook`` to handle
105 104 GUI event loop integration.
106 105 """
107 106
108 107 def __init__(self):
109 108 if ctypes is None:
110 109 warn("IPython GUI event loop requires ctypes, %gui will not be available")
111 110 return
112 111 self.PYFUNC = ctypes.PYFUNCTYPE(ctypes.c_int)
113 112 self.guihooks = {}
114 113 self.aliases = {}
115 114 self.apps = {}
116 115 self._reset()
117 116
118 117 def _reset(self):
119 118 self._callback_pyfunctype = None
120 119 self._callback = None
121 120 self._installed = False
122 121 self._current_gui = None
123 122
124 123 def get_pyos_inputhook(self):
125 124 """Return the current PyOS_InputHook as a ctypes.c_void_p."""
126 125 return ctypes.c_void_p.in_dll(ctypes.pythonapi,"PyOS_InputHook")
127 126
128 127 def get_pyos_inputhook_as_func(self):
129 128 """Return the current PyOS_InputHook as a ctypes.PYFUNCYPE."""
130 129 return self.PYFUNC.in_dll(ctypes.pythonapi,"PyOS_InputHook")
131 130
132 131 def set_inputhook(self, callback):
133 132 """Set PyOS_InputHook to callback and return the previous one."""
134 133 # On platforms with 'readline' support, it's all too likely to
135 134 # have a KeyboardInterrupt signal delivered *even before* an
136 135 # initial ``try:`` clause in the callback can be executed, so
137 136 # we need to disable CTRL+C in this situation.
138 137 ignore_CTRL_C()
139 138 self._callback = callback
140 139 self._callback_pyfunctype = self.PYFUNC(callback)
141 140 pyos_inputhook_ptr = self.get_pyos_inputhook()
142 141 original = self.get_pyos_inputhook_as_func()
143 142 pyos_inputhook_ptr.value = \
144 143 ctypes.cast(self._callback_pyfunctype, ctypes.c_void_p).value
145 144 self._installed = True
146 145 return original
147 146
148 147 def clear_inputhook(self, app=None):
149 148 """Set PyOS_InputHook to NULL and return the previous one.
150 149
151 150 Parameters
152 151 ----------
153 152 app : optional, ignored
154 153 This parameter is allowed only so that clear_inputhook() can be
155 154 called with a similar interface as all the ``enable_*`` methods. But
156 155 the actual value of the parameter is ignored. This uniform interface
157 156 makes it easier to have user-level entry points in the main IPython
158 157 app like :meth:`enable_gui`."""
159 158 pyos_inputhook_ptr = self.get_pyos_inputhook()
160 159 original = self.get_pyos_inputhook_as_func()
161 160 pyos_inputhook_ptr.value = ctypes.c_void_p(None).value
162 161 allow_CTRL_C()
163 162 self._reset()
164 163 return original
165 164
166 165 def clear_app_refs(self, gui=None):
167 166 """Clear IPython's internal reference to an application instance.
168 167
169 168 Whenever we create an app for a user on qt4 or wx, we hold a
170 169 reference to the app. This is needed because in some cases bad things
171 170 can happen if a user doesn't hold a reference themselves. This
172 171 method is provided to clear the references we are holding.
173 172
174 173 Parameters
175 174 ----------
176 175 gui : None or str
177 176 If None, clear all app references. If ('wx', 'qt4') clear
178 177 the app for that toolkit. References are not held for gtk or tk
179 178 as those toolkits don't have the notion of an app.
180 179 """
181 180 if gui is None:
182 181 self.apps = {}
183 182 elif gui in self.apps:
184 183 del self.apps[gui]
185 184
186 185 def register(self, toolkitname, *aliases):
187 186 """Register a class to provide the event loop for a given GUI.
188 187
189 188 This is intended to be used as a class decorator. It should be passed
190 189 the names with which to register this GUI integration. The classes
191 190 themselves should subclass :class:`InputHookBase`.
192 191
193 192 ::
194 193
195 194 @inputhook_manager.register('qt')
196 195 class QtInputHook(InputHookBase):
197 196 def enable(self, app=None):
198 197 ...
199 198 """
200 199 def decorator(cls):
201 200 inst = cls(self)
202 201 self.guihooks[toolkitname] = inst
203 202 for a in aliases:
204 203 self.aliases[a] = toolkitname
205 204 return cls
206 205 return decorator
207 206
208 207 def current_gui(self):
209 208 """Return a string indicating the currently active GUI or None."""
210 209 return self._current_gui
211 210
212 211 def enable_gui(self, gui=None, app=None):
213 212 """Switch amongst GUI input hooks by name.
214 213
215 214 This is a higher level method than :meth:`set_inputhook` - it uses the
216 215 GUI name to look up a registered object which enables the input hook
217 216 for that GUI.
218 217
219 218 Parameters
220 219 ----------
221 220 gui : optional, string or None
222 221 If None (or 'none'), clears input hook, otherwise it must be one
223 222 of the recognized GUI names (see ``GUI_*`` constants in module).
224 223
225 224 app : optional, existing application object.
226 225 For toolkits that have the concept of a global app, you can supply an
227 226 existing one. If not given, the toolkit will be probed for one, and if
228 227 none is found, a new one will be created. Note that GTK does not have
229 228 this concept, and passing an app if ``gui=="GTK"`` will raise an error.
230 229
231 230 Returns
232 231 -------
233 232 The output of the underlying gui switch routine, typically the actual
234 233 PyOS_InputHook wrapper object or the GUI toolkit app created, if there was
235 234 one.
236 235 """
237 236 if gui in (None, GUI_NONE):
238 237 return self.disable_gui()
239 238
240 239 if gui in self.aliases:
241 240 return self.enable_gui(self.aliases[gui], app)
242 241
243 242 try:
244 243 gui_hook = self.guihooks[gui]
245 244 except KeyError:
246 245 e = "Invalid GUI request {!r}, valid ones are: {}"
247 246 raise ValueError(e.format(gui, ', '.join(self.guihooks)))
248 247 self._current_gui = gui
249 248
250 249 app = gui_hook.enable(app)
251 250 if app is not None:
252 251 app._in_event_loop = True
253 252 self.apps[gui] = app
254 253 return app
255 254
256 255 def disable_gui(self):
257 256 """Disable GUI event loop integration.
258 257
259 258 If an application was registered, this sets its ``_in_event_loop``
260 259 attribute to False. It then calls :meth:`clear_inputhook`.
261 260 """
262 261 gui = self._current_gui
263 262 if gui in self.apps:
264 263 self.apps[gui]._in_event_loop = False
265 264 return self.clear_inputhook()
266 265
267 266 class InputHookBase(object):
268 267 """Base class for input hooks for specific toolkits.
269 268
270 269 Subclasses should define an :meth:`enable` method with one argument, ``app``,
271 270 which will either be an instance of the toolkit's application class, or None.
272 271 They may also define a :meth:`disable` method with no arguments.
273 272 """
274 273 def __init__(self, manager):
275 274 self.manager = manager
276 275
277 276 def disable(self):
278 277 pass
279 278
280 279 inputhook_manager = InputHookManager()
281 280
282 281 @inputhook_manager.register('osx')
283 282 class NullInputHook(InputHookBase):
284 283 """A null inputhook that doesn't need to do anything"""
285 284 def enable(self, app=None):
286 285 pass
287 286
288 287 @inputhook_manager.register('wx')
289 288 class WxInputHook(InputHookBase):
290 289 def enable(self, app=None):
291 290 """Enable event loop integration with wxPython.
292 291
293 292 Parameters
294 293 ----------
295 294 app : WX Application, optional.
296 295 Running application to use. If not given, we probe WX for an
297 296 existing application object, and create a new one if none is found.
298 297
299 298 Notes
300 299 -----
301 300 This methods sets the ``PyOS_InputHook`` for wxPython, which allows
302 301 the wxPython to integrate with terminal based applications like
303 302 IPython.
304 303
305 304 If ``app`` is not given we probe for an existing one, and return it if
306 305 found. If no existing app is found, we create an :class:`wx.App` as
307 306 follows::
308 307
309 308 import wx
310 309 app = wx.App(redirect=False, clearSigInt=False)
311 310 """
312 311 import wx
313 312
314 313 wx_version = V(wx.__version__).version
315 314
316 315 if wx_version < [2, 8]:
317 316 raise ValueError("requires wxPython >= 2.8, but you have %s" % wx.__version__)
318 317
319 318 from IPython.lib.inputhookwx import inputhook_wx
320 from IPython.external.appnope import nope
321 319 self.manager.set_inputhook(inputhook_wx)
320 if _use_appnope():
321 from appnope import nope
322 322 nope()
323 323
324 324 import wx
325 325 if app is None:
326 326 app = wx.GetApp()
327 327 if app is None:
328 328 app = wx.App(redirect=False, clearSigInt=False)
329 329
330 330 return app
331 331
332 332 def disable(self):
333 333 """Disable event loop integration with wxPython.
334 334
335 335 This restores appnapp on OS X
336 336 """
337 from IPython.external.appnope import nap
337 if _use_appnope():
338 from appnope import nap
338 339 nap()
339 340
340 341 @inputhook_manager.register('qt', 'qt4')
341 342 class Qt4InputHook(InputHookBase):
342 343 def enable(self, app=None):
343 344 """Enable event loop integration with PyQt4.
344 345
345 346 Parameters
346 347 ----------
347 348 app : Qt Application, optional.
348 349 Running application to use. If not given, we probe Qt for an
349 350 existing application object, and create a new one if none is found.
350 351
351 352 Notes
352 353 -----
353 354 This methods sets the PyOS_InputHook for PyQt4, which allows
354 355 the PyQt4 to integrate with terminal based applications like
355 356 IPython.
356 357
357 358 If ``app`` is not given we probe for an existing one, and return it if
358 359 found. If no existing app is found, we create an :class:`QApplication`
359 360 as follows::
360 361
361 362 from PyQt4 import QtCore
362 363 app = QtGui.QApplication(sys.argv)
363 364 """
364 365 from IPython.lib.inputhookqt4 import create_inputhook_qt4
365 from IPython.external.appnope import nope
366 app, inputhook_qt4 = create_inputhook_qt4(self.manager, app)
366 app, inputhook_qt4 = create_inputhook_qt4(self, app)
367 367 self.manager.set_inputhook(inputhook_qt4)
368 if _use_appnope():
369 from appnope import nope
368 370 nope()
369 371
370 372 return app
371 373
372 374 def disable_qt4(self):
373 375 """Disable event loop integration with PyQt4.
374 376
375 377 This restores appnapp on OS X
376 378 """
377 from IPython.external.appnope import nap
379 if _use_appnope():
380 from appnope import nap
378 381 nap()
379 382
380 383
381 384 @inputhook_manager.register('qt5')
382 385 class Qt5InputHook(Qt4InputHook):
383 386 def enable(self, app=None):
384 387 os.environ['QT_API'] = 'pyqt5'
385 388 return Qt4InputHook.enable(self, app)
386 389
387 390
388 391 @inputhook_manager.register('gtk')
389 392 class GtkInputHook(InputHookBase):
390 393 def enable(self, app=None):
391 394 """Enable event loop integration with PyGTK.
392 395
393 396 Parameters
394 397 ----------
395 398 app : ignored
396 399 Ignored, it's only a placeholder to keep the call signature of all
397 400 gui activation methods consistent, which simplifies the logic of
398 401 supporting magics.
399 402
400 403 Notes
401 404 -----
402 405 This methods sets the PyOS_InputHook for PyGTK, which allows
403 406 the PyGTK to integrate with terminal based applications like
404 407 IPython.
405 408 """
406 409 import gtk
407 410 try:
408 411 gtk.set_interactive(True)
409 412 except AttributeError:
410 413 # For older versions of gtk, use our own ctypes version
411 414 from IPython.lib.inputhookgtk import inputhook_gtk
412 415 self.manager.set_inputhook(inputhook_gtk)
413 416
414 417
415 418 @inputhook_manager.register('tk')
416 419 class TkInputHook(InputHookBase):
417 420 def enable(self, app=None):
418 421 """Enable event loop integration with Tk.
419 422
420 423 Parameters
421 424 ----------
422 425 app : toplevel :class:`Tkinter.Tk` widget, optional.
423 426 Running toplevel widget to use. If not given, we probe Tk for an
424 427 existing one, and create a new one if none is found.
425 428
426 429 Notes
427 430 -----
428 431 If you have already created a :class:`Tkinter.Tk` object, the only
429 432 thing done by this method is to register with the
430 433 :class:`InputHookManager`, since creating that object automatically
431 434 sets ``PyOS_InputHook``.
432 435 """
433 436 if app is None:
434 437 try:
435 438 from tkinter import Tk # Py 3
436 439 except ImportError:
437 440 from Tkinter import Tk # Py 2
438 441 app = Tk()
439 442 app.withdraw()
440 443 self.manager.apps[GUI_TK] = app
441 444 return app
442 445
443 446
444 447 @inputhook_manager.register('glut')
445 448 class GlutInputHook(InputHookBase):
446 449 def enable(self, app=None):
447 450 """Enable event loop integration with GLUT.
448 451
449 452 Parameters
450 453 ----------
451 454
452 455 app : ignored
453 456 Ignored, it's only a placeholder to keep the call signature of all
454 457 gui activation methods consistent, which simplifies the logic of
455 458 supporting magics.
456 459
457 460 Notes
458 461 -----
459 462
460 463 This methods sets the PyOS_InputHook for GLUT, which allows the GLUT to
461 464 integrate with terminal based applications like IPython. Due to GLUT
462 465 limitations, it is currently not possible to start the event loop
463 466 without first creating a window. You should thus not create another
464 467 window but use instead the created one. See 'gui-glut.py' in the
465 468 docs/examples/lib directory.
466 469
467 470 The default screen mode is set to:
468 471 glut.GLUT_DOUBLE | glut.GLUT_RGBA | glut.GLUT_DEPTH
469 472 """
470 473
471 474 import OpenGL.GLUT as glut
472 475 from IPython.lib.inputhookglut import glut_display_mode, \
473 476 glut_close, glut_display, \
474 477 glut_idle, inputhook_glut
475 478
476 479 if GUI_GLUT not in self.manager.apps:
477 480 glut.glutInit( sys.argv )
478 481 glut.glutInitDisplayMode( glut_display_mode )
479 482 # This is specific to freeglut
480 483 if bool(glut.glutSetOption):
481 484 glut.glutSetOption( glut.GLUT_ACTION_ON_WINDOW_CLOSE,
482 485 glut.GLUT_ACTION_GLUTMAINLOOP_RETURNS )
483 486 glut.glutCreateWindow( sys.argv[0] )
484 487 glut.glutReshapeWindow( 1, 1 )
485 488 glut.glutHideWindow( )
486 489 glut.glutWMCloseFunc( glut_close )
487 490 glut.glutDisplayFunc( glut_display )
488 491 glut.glutIdleFunc( glut_idle )
489 492 else:
490 493 glut.glutWMCloseFunc( glut_close )
491 494 glut.glutDisplayFunc( glut_display )
492 495 glut.glutIdleFunc( glut_idle)
493 496 self.manager.set_inputhook( inputhook_glut )
494 497
495 498
496 499 def disable(self):
497 500 """Disable event loop integration with glut.
498 501
499 502 This sets PyOS_InputHook to NULL and set the display function to a
500 503 dummy one and set the timer to a dummy timer that will be triggered
501 504 very far in the future.
502 505 """
503 506 import OpenGL.GLUT as glut
504 507 from glut_support import glutMainLoopEvent
505 508
506 509 glut.glutHideWindow() # This is an event to be processed below
507 510 glutMainLoopEvent()
508 511 super(GlutInputHook, self).disable()
509 512
510 513 @inputhook_manager.register('pyglet')
511 514 class PygletInputHook(InputHookBase):
512 515 def enable(self, app=None):
513 516 """Enable event loop integration with pyglet.
514 517
515 518 Parameters
516 519 ----------
517 520 app : ignored
518 521 Ignored, it's only a placeholder to keep the call signature of all
519 522 gui activation methods consistent, which simplifies the logic of
520 523 supporting magics.
521 524
522 525 Notes
523 526 -----
524 527 This methods sets the ``PyOS_InputHook`` for pyglet, which allows
525 528 pyglet to integrate with terminal based applications like
526 529 IPython.
527 530
528 531 """
529 532 from IPython.lib.inputhookpyglet import inputhook_pyglet
530 533 self.manager.set_inputhook(inputhook_pyglet)
531 534 return app
532 535
533 536
534 537 @inputhook_manager.register('gtk3')
535 538 class Gtk3InputHook(InputHookBase):
536 539 def enable(self, app=None):
537 540 """Enable event loop integration with Gtk3 (gir bindings).
538 541
539 542 Parameters
540 543 ----------
541 544 app : ignored
542 545 Ignored, it's only a placeholder to keep the call signature of all
543 546 gui activation methods consistent, which simplifies the logic of
544 547 supporting magics.
545 548
546 549 Notes
547 550 -----
548 551 This methods sets the PyOS_InputHook for Gtk3, which allows
549 552 the Gtk3 to integrate with terminal based applications like
550 553 IPython.
551 554 """
552 555 from IPython.lib.inputhookgtk3 import inputhook_gtk3
553 556 self.manager.set_inputhook(inputhook_gtk3)
554 557
555 558
556 559 clear_inputhook = inputhook_manager.clear_inputhook
557 560 set_inputhook = inputhook_manager.set_inputhook
558 561 current_gui = inputhook_manager.current_gui
559 562 clear_app_refs = inputhook_manager.clear_app_refs
560 563 enable_gui = inputhook_manager.enable_gui
561 564 disable_gui = inputhook_manager.disable_gui
562 565 register = inputhook_manager.register
563 566 guis = inputhook_manager.guihooks
564 567
565 568 # Deprecated methods: kept for backwards compatibility, do not use in new code
566 569 def _make_deprecated_enable(name):
567 570 def enable_toolkit(app=None):
568 571 warn("This function is deprecated - use enable_gui(%r) instead" % name)
569 572 inputhook_manager.enable_gui(name, app)
570 573
571 574 enable_osx = _make_deprecated_enable('osx')
572 575 enable_wx = _make_deprecated_enable('wx')
573 576 enable_qt4 = _make_deprecated_enable('qt4')
574 577 enable_gtk = _make_deprecated_enable('gtk')
575 578 enable_tk = _make_deprecated_enable('tk')
576 579 enable_glut = _make_deprecated_enable('glut')
577 580 enable_pyglet = _make_deprecated_enable('pyglet')
578 581 enable_gtk3 = _make_deprecated_enable('gtk3')
579 582
580 583 def _deprecated_disable():
581 584 warn("This function is deprecated: use disable_gui() instead")
582 585 inputhook_manager.disable_gui()
583 586 disable_wx = disable_qt4 = disable_gtk = disable_gtk3 = disable_glut = \
584 587 disable_pyglet = disable_osx = _deprecated_disable
@@ -1,703 +1,703
1 1 """AsyncResult objects for the client"""
2 2
3 3 # Copyright (c) IPython Development Team.
4 4 # Distributed under the terms of the Modified BSD License.
5 5
6 6 from __future__ import print_function
7 7
8 8 import sys
9 9 import time
10 10 from datetime import datetime
11 11
12 12 from zmq import MessageTracker
13 13
14 14 from IPython.core.display import clear_output, display, display_pretty
15 from IPython.external.decorator import decorator
15 from decorator import decorator
16 16 from IPython.parallel import error
17 17 from IPython.utils.py3compat import string_types
18 18
19 19
20 20 def _raw_text(s):
21 21 display_pretty(s, raw=True)
22 22
23 23
24 24 # global empty tracker that's always done:
25 25 finished_tracker = MessageTracker()
26 26
27 27 @decorator
28 28 def check_ready(f, self, *args, **kwargs):
29 29 """Call spin() to sync state prior to calling the method."""
30 30 self.wait(0)
31 31 if not self._ready:
32 32 raise error.TimeoutError("result not ready")
33 33 return f(self, *args, **kwargs)
34 34
35 35 class AsyncResult(object):
36 36 """Class for representing results of non-blocking calls.
37 37
38 38 Provides the same interface as :py:class:`multiprocessing.pool.AsyncResult`.
39 39 """
40 40
41 41 msg_ids = None
42 42 _targets = None
43 43 _tracker = None
44 44 _single_result = False
45 45 owner = False,
46 46
47 47 def __init__(self, client, msg_ids, fname='unknown', targets=None, tracker=None,
48 48 owner=False,
49 49 ):
50 50 if isinstance(msg_ids, string_types):
51 51 # always a list
52 52 msg_ids = [msg_ids]
53 53 self._single_result = True
54 54 else:
55 55 self._single_result = False
56 56 if tracker is None:
57 57 # default to always done
58 58 tracker = finished_tracker
59 59 self._client = client
60 60 self.msg_ids = msg_ids
61 61 self._fname=fname
62 62 self._targets = targets
63 63 self._tracker = tracker
64 64 self.owner = owner
65 65
66 66 self._ready = False
67 67 self._outputs_ready = False
68 68 self._success = None
69 69 self._metadata = [self._client.metadata[id] for id in self.msg_ids]
70 70
71 71 def __repr__(self):
72 72 if self._ready:
73 73 return "<%s: finished>"%(self.__class__.__name__)
74 74 else:
75 75 return "<%s: %s>"%(self.__class__.__name__,self._fname)
76 76
77 77
78 78 def _reconstruct_result(self, res):
79 79 """Reconstruct our result from actual result list (always a list)
80 80
81 81 Override me in subclasses for turning a list of results
82 82 into the expected form.
83 83 """
84 84 if self._single_result:
85 85 return res[0]
86 86 else:
87 87 return res
88 88
89 89 def get(self, timeout=-1):
90 90 """Return the result when it arrives.
91 91
92 92 If `timeout` is not ``None`` and the result does not arrive within
93 93 `timeout` seconds then ``TimeoutError`` is raised. If the
94 94 remote call raised an exception then that exception will be reraised
95 95 by get() inside a `RemoteError`.
96 96 """
97 97 if not self.ready():
98 98 self.wait(timeout)
99 99
100 100 if self._ready:
101 101 if self._success:
102 102 return self._result
103 103 else:
104 104 raise self._exception
105 105 else:
106 106 raise error.TimeoutError("Result not ready.")
107 107
108 108 def _check_ready(self):
109 109 if not self.ready():
110 110 raise error.TimeoutError("Result not ready.")
111 111
112 112 def ready(self):
113 113 """Return whether the call has completed."""
114 114 if not self._ready:
115 115 self.wait(0)
116 116 elif not self._outputs_ready:
117 117 self._wait_for_outputs(0)
118 118
119 119 return self._ready
120 120
121 121 def wait(self, timeout=-1):
122 122 """Wait until the result is available or until `timeout` seconds pass.
123 123
124 124 This method always returns None.
125 125 """
126 126 if self._ready:
127 127 self._wait_for_outputs(timeout)
128 128 return
129 129 self._ready = self._client.wait(self.msg_ids, timeout)
130 130 if self._ready:
131 131 try:
132 132 results = list(map(self._client.results.get, self.msg_ids))
133 133 self._result = results
134 134 if self._single_result:
135 135 r = results[0]
136 136 if isinstance(r, Exception):
137 137 raise r
138 138 else:
139 139 results = error.collect_exceptions(results, self._fname)
140 140 self._result = self._reconstruct_result(results)
141 141 except Exception as e:
142 142 self._exception = e
143 143 self._success = False
144 144 else:
145 145 self._success = True
146 146 finally:
147 147 if timeout is None or timeout < 0:
148 148 # cutoff infinite wait at 10s
149 149 timeout = 10
150 150 self._wait_for_outputs(timeout)
151 151
152 152 if self.owner:
153 153
154 154 self._metadata = [self._client.metadata.pop(mid) for mid in self.msg_ids]
155 155 [self._client.results.pop(mid) for mid in self.msg_ids]
156 156
157 157
158 158
159 159 def successful(self):
160 160 """Return whether the call completed without raising an exception.
161 161
162 162 Will raise ``AssertionError`` if the result is not ready.
163 163 """
164 164 assert self.ready()
165 165 return self._success
166 166
167 167 #----------------------------------------------------------------
168 168 # Extra methods not in mp.pool.AsyncResult
169 169 #----------------------------------------------------------------
170 170
171 171 def get_dict(self, timeout=-1):
172 172 """Get the results as a dict, keyed by engine_id.
173 173
174 174 timeout behavior is described in `get()`.
175 175 """
176 176
177 177 results = self.get(timeout)
178 178 if self._single_result:
179 179 results = [results]
180 180 engine_ids = [ md['engine_id'] for md in self._metadata ]
181 181
182 182
183 183 rdict = {}
184 184 for engine_id, result in zip(engine_ids, results):
185 185 if engine_id in rdict:
186 186 raise ValueError("Cannot build dict, %i jobs ran on engine #%i" % (
187 187 engine_ids.count(engine_id), engine_id)
188 188 )
189 189 else:
190 190 rdict[engine_id] = result
191 191
192 192 return rdict
193 193
194 194 @property
195 195 def result(self):
196 196 """result property wrapper for `get(timeout=-1)`."""
197 197 return self.get()
198 198
199 199 # abbreviated alias:
200 200 r = result
201 201
202 202 @property
203 203 def metadata(self):
204 204 """property for accessing execution metadata."""
205 205 if self._single_result:
206 206 return self._metadata[0]
207 207 else:
208 208 return self._metadata
209 209
210 210 @property
211 211 def result_dict(self):
212 212 """result property as a dict."""
213 213 return self.get_dict()
214 214
215 215 def __dict__(self):
216 216 return self.get_dict(0)
217 217
218 218 def abort(self):
219 219 """abort my tasks."""
220 220 assert not self.ready(), "Can't abort, I am already done!"
221 221 return self._client.abort(self.msg_ids, targets=self._targets, block=True)
222 222
223 223 @property
224 224 def sent(self):
225 225 """check whether my messages have been sent."""
226 226 return self._tracker.done
227 227
228 228 def wait_for_send(self, timeout=-1):
229 229 """wait for pyzmq send to complete.
230 230
231 231 This is necessary when sending arrays that you intend to edit in-place.
232 232 `timeout` is in seconds, and will raise TimeoutError if it is reached
233 233 before the send completes.
234 234 """
235 235 return self._tracker.wait(timeout)
236 236
237 237 #-------------------------------------
238 238 # dict-access
239 239 #-------------------------------------
240 240
241 241 def __getitem__(self, key):
242 242 """getitem returns result value(s) if keyed by int/slice, or metadata if key is str.
243 243 """
244 244 if isinstance(key, int):
245 245 self._check_ready()
246 246 return error.collect_exceptions([self._result[key]], self._fname)[0]
247 247 elif isinstance(key, slice):
248 248 self._check_ready()
249 249 return error.collect_exceptions(self._result[key], self._fname)
250 250 elif isinstance(key, string_types):
251 251 # metadata proxy *does not* require that results are done
252 252 self.wait(0)
253 253 values = [ md[key] for md in self._metadata ]
254 254 if self._single_result:
255 255 return values[0]
256 256 else:
257 257 return values
258 258 else:
259 259 raise TypeError("Invalid key type %r, must be 'int','slice', or 'str'"%type(key))
260 260
261 261 def __getattr__(self, key):
262 262 """getattr maps to getitem for convenient attr access to metadata."""
263 263 try:
264 264 return self.__getitem__(key)
265 265 except (error.TimeoutError, KeyError):
266 266 raise AttributeError("%r object has no attribute %r"%(
267 267 self.__class__.__name__, key))
268 268
269 269 # asynchronous iterator:
270 270 def __iter__(self):
271 271 if self._single_result:
272 272 raise TypeError("AsyncResults with a single result are not iterable.")
273 273 try:
274 274 rlist = self.get(0)
275 275 except error.TimeoutError:
276 276 # wait for each result individually
277 277 for msg_id in self.msg_ids:
278 278 ar = AsyncResult(self._client, msg_id, self._fname)
279 279 yield ar.get()
280 280 else:
281 281 # already done
282 282 for r in rlist:
283 283 yield r
284 284
285 285 def __len__(self):
286 286 return len(self.msg_ids)
287 287
288 288 #-------------------------------------
289 289 # Sugar methods and attributes
290 290 #-------------------------------------
291 291
292 292 def timedelta(self, start, end, start_key=min, end_key=max):
293 293 """compute the difference between two sets of timestamps
294 294
295 295 The default behavior is to use the earliest of the first
296 296 and the latest of the second list, but this can be changed
297 297 by passing a different
298 298
299 299 Parameters
300 300 ----------
301 301
302 302 start : one or more datetime objects (e.g. ar.submitted)
303 303 end : one or more datetime objects (e.g. ar.received)
304 304 start_key : callable
305 305 Function to call on `start` to extract the relevant
306 306 entry [defalt: min]
307 307 end_key : callable
308 308 Function to call on `end` to extract the relevant
309 309 entry [default: max]
310 310
311 311 Returns
312 312 -------
313 313
314 314 dt : float
315 315 The time elapsed (in seconds) between the two selected timestamps.
316 316 """
317 317 if not isinstance(start, datetime):
318 318 # handle single_result AsyncResults, where ar.stamp is single object,
319 319 # not a list
320 320 start = start_key(start)
321 321 if not isinstance(end, datetime):
322 322 # handle single_result AsyncResults, where ar.stamp is single object,
323 323 # not a list
324 324 end = end_key(end)
325 325 return (end - start).total_seconds()
326 326
327 327 @property
328 328 def progress(self):
329 329 """the number of tasks which have been completed at this point.
330 330
331 331 Fractional progress would be given by 1.0 * ar.progress / len(ar)
332 332 """
333 333 self.wait(0)
334 334 return len(self) - len(set(self.msg_ids).intersection(self._client.outstanding))
335 335
336 336 @property
337 337 def elapsed(self):
338 338 """elapsed time since initial submission"""
339 339 if self.ready():
340 340 return self.wall_time
341 341
342 342 now = submitted = datetime.now()
343 343 for msg_id in self.msg_ids:
344 344 if msg_id in self._client.metadata:
345 345 stamp = self._client.metadata[msg_id]['submitted']
346 346 if stamp and stamp < submitted:
347 347 submitted = stamp
348 348 return (now-submitted).total_seconds()
349 349
350 350 @property
351 351 @check_ready
352 352 def serial_time(self):
353 353 """serial computation time of a parallel calculation
354 354
355 355 Computed as the sum of (completed-started) of each task
356 356 """
357 357 t = 0
358 358 for md in self._metadata:
359 359 t += (md['completed'] - md['started']).total_seconds()
360 360 return t
361 361
362 362 @property
363 363 @check_ready
364 364 def wall_time(self):
365 365 """actual computation time of a parallel calculation
366 366
367 367 Computed as the time between the latest `received` stamp
368 368 and the earliest `submitted`.
369 369
370 370 Only reliable if Client was spinning/waiting when the task finished, because
371 371 the `received` timestamp is created when a result is pulled off of the zmq queue,
372 372 which happens as a result of `client.spin()`.
373 373
374 374 For similar comparison of other timestamp pairs, check out AsyncResult.timedelta.
375 375
376 376 """
377 377 return self.timedelta(self.submitted, self.received)
378 378
379 379 def wait_interactive(self, interval=1., timeout=-1):
380 380 """interactive wait, printing progress at regular intervals"""
381 381 if timeout is None:
382 382 timeout = -1
383 383 N = len(self)
384 384 tic = time.time()
385 385 while not self.ready() and (timeout < 0 or time.time() - tic <= timeout):
386 386 self.wait(interval)
387 387 clear_output(wait=True)
388 388 print("%4i/%i tasks finished after %4i s" % (self.progress, N, self.elapsed), end="")
389 389 sys.stdout.flush()
390 390 print()
391 391 print("done")
392 392
393 393 def _republish_displaypub(self, content, eid):
394 394 """republish individual displaypub content dicts"""
395 395 try:
396 396 ip = get_ipython()
397 397 except NameError:
398 398 # displaypub is meaningless outside IPython
399 399 return
400 400 md = content['metadata'] or {}
401 401 md['engine'] = eid
402 402 ip.display_pub.publish(data=content['data'], metadata=md)
403 403
404 404 def _display_stream(self, text, prefix='', file=None):
405 405 if not text:
406 406 # nothing to display
407 407 return
408 408 if file is None:
409 409 file = sys.stdout
410 410 end = '' if text.endswith('\n') else '\n'
411 411
412 412 multiline = text.count('\n') > int(text.endswith('\n'))
413 413 if prefix and multiline and not text.startswith('\n'):
414 414 prefix = prefix + '\n'
415 415 print("%s%s" % (prefix, text), file=file, end=end)
416 416
417 417
418 418 def _display_single_result(self):
419 419 self._display_stream(self.stdout)
420 420 self._display_stream(self.stderr, file=sys.stderr)
421 421
422 422 try:
423 423 get_ipython()
424 424 except NameError:
425 425 # displaypub is meaningless outside IPython
426 426 return
427 427
428 428 for output in self.outputs:
429 429 self._republish_displaypub(output, self.engine_id)
430 430
431 431 if self.execute_result is not None:
432 432 display(self.get())
433 433
434 434 def _wait_for_outputs(self, timeout=-1):
435 435 """wait for the 'status=idle' message that indicates we have all outputs
436 436 """
437 437 if self._outputs_ready or not self._success:
438 438 # don't wait on errors
439 439 return
440 440
441 441 # cast None to -1 for infinite timeout
442 442 if timeout is None:
443 443 timeout = -1
444 444
445 445 tic = time.time()
446 446 while True:
447 447 self._client._flush_iopub(self._client._iopub_socket)
448 448 self._outputs_ready = all(md['outputs_ready']
449 449 for md in self._metadata)
450 450 if self._outputs_ready or \
451 451 (timeout >= 0 and time.time() > tic + timeout):
452 452 break
453 453 time.sleep(0.01)
454 454
455 455 @check_ready
456 456 def display_outputs(self, groupby="type"):
457 457 """republish the outputs of the computation
458 458
459 459 Parameters
460 460 ----------
461 461
462 462 groupby : str [default: type]
463 463 if 'type':
464 464 Group outputs by type (show all stdout, then all stderr, etc.):
465 465
466 466 [stdout:1] foo
467 467 [stdout:2] foo
468 468 [stderr:1] bar
469 469 [stderr:2] bar
470 470 if 'engine':
471 471 Display outputs for each engine before moving on to the next:
472 472
473 473 [stdout:1] foo
474 474 [stderr:1] bar
475 475 [stdout:2] foo
476 476 [stderr:2] bar
477 477
478 478 if 'order':
479 479 Like 'type', but further collate individual displaypub
480 480 outputs. This is meant for cases of each command producing
481 481 several plots, and you would like to see all of the first
482 482 plots together, then all of the second plots, and so on.
483 483 """
484 484 if self._single_result:
485 485 self._display_single_result()
486 486 return
487 487
488 488 stdouts = self.stdout
489 489 stderrs = self.stderr
490 490 execute_results = self.execute_result
491 491 output_lists = self.outputs
492 492 results = self.get()
493 493
494 494 targets = self.engine_id
495 495
496 496 if groupby == "engine":
497 497 for eid,stdout,stderr,outputs,r,execute_result in zip(
498 498 targets, stdouts, stderrs, output_lists, results, execute_results
499 499 ):
500 500 self._display_stream(stdout, '[stdout:%i] ' % eid)
501 501 self._display_stream(stderr, '[stderr:%i] ' % eid, file=sys.stderr)
502 502
503 503 try:
504 504 get_ipython()
505 505 except NameError:
506 506 # displaypub is meaningless outside IPython
507 507 return
508 508
509 509 if outputs or execute_result is not None:
510 510 _raw_text('[output:%i]' % eid)
511 511
512 512 for output in outputs:
513 513 self._republish_displaypub(output, eid)
514 514
515 515 if execute_result is not None:
516 516 display(r)
517 517
518 518 elif groupby in ('type', 'order'):
519 519 # republish stdout:
520 520 for eid,stdout in zip(targets, stdouts):
521 521 self._display_stream(stdout, '[stdout:%i] ' % eid)
522 522
523 523 # republish stderr:
524 524 for eid,stderr in zip(targets, stderrs):
525 525 self._display_stream(stderr, '[stderr:%i] ' % eid, file=sys.stderr)
526 526
527 527 try:
528 528 get_ipython()
529 529 except NameError:
530 530 # displaypub is meaningless outside IPython
531 531 return
532 532
533 533 if groupby == 'order':
534 534 output_dict = dict((eid, outputs) for eid,outputs in zip(targets, output_lists))
535 535 N = max(len(outputs) for outputs in output_lists)
536 536 for i in range(N):
537 537 for eid in targets:
538 538 outputs = output_dict[eid]
539 539 if len(outputs) >= N:
540 540 _raw_text('[output:%i]' % eid)
541 541 self._republish_displaypub(outputs[i], eid)
542 542 else:
543 543 # republish displaypub output
544 544 for eid,outputs in zip(targets, output_lists):
545 545 if outputs:
546 546 _raw_text('[output:%i]' % eid)
547 547 for output in outputs:
548 548 self._republish_displaypub(output, eid)
549 549
550 550 # finally, add execute_result:
551 551 for eid,r,execute_result in zip(targets, results, execute_results):
552 552 if execute_result is not None:
553 553 display(r)
554 554
555 555 else:
556 556 raise ValueError("groupby must be one of 'type', 'engine', 'collate', not %r" % groupby)
557 557
558 558
559 559
560 560
561 561 class AsyncMapResult(AsyncResult):
562 562 """Class for representing results of non-blocking gathers.
563 563
564 564 This will properly reconstruct the gather.
565 565
566 566 This class is iterable at any time, and will wait on results as they come.
567 567
568 568 If ordered=False, then the first results to arrive will come first, otherwise
569 569 results will be yielded in the order they were submitted.
570 570
571 571 """
572 572
573 573 def __init__(self, client, msg_ids, mapObject, fname='', ordered=True):
574 574 AsyncResult.__init__(self, client, msg_ids, fname=fname)
575 575 self._mapObject = mapObject
576 576 self._single_result = False
577 577 self.ordered = ordered
578 578
579 579 def _reconstruct_result(self, res):
580 580 """Perform the gather on the actual results."""
581 581 return self._mapObject.joinPartitions(res)
582 582
583 583 # asynchronous iterator:
584 584 def __iter__(self):
585 585 it = self._ordered_iter if self.ordered else self._unordered_iter
586 586 for r in it():
587 587 yield r
588 588
589 589 # asynchronous ordered iterator:
590 590 def _ordered_iter(self):
591 591 """iterator for results *as they arrive*, preserving submission order."""
592 592 try:
593 593 rlist = self.get(0)
594 594 except error.TimeoutError:
595 595 # wait for each result individually
596 596 for msg_id in self.msg_ids:
597 597 ar = AsyncResult(self._client, msg_id, self._fname)
598 598 rlist = ar.get()
599 599 try:
600 600 for r in rlist:
601 601 yield r
602 602 except TypeError:
603 603 # flattened, not a list
604 604 # this could get broken by flattened data that returns iterables
605 605 # but most calls to map do not expose the `flatten` argument
606 606 yield rlist
607 607 else:
608 608 # already done
609 609 for r in rlist:
610 610 yield r
611 611
612 612 # asynchronous unordered iterator:
613 613 def _unordered_iter(self):
614 614 """iterator for results *as they arrive*, on FCFS basis, ignoring submission order."""
615 615 try:
616 616 rlist = self.get(0)
617 617 except error.TimeoutError:
618 618 pending = set(self.msg_ids)
619 619 while pending:
620 620 try:
621 621 self._client.wait(pending, 1e-3)
622 622 except error.TimeoutError:
623 623 # ignore timeout error, because that only means
624 624 # *some* jobs are outstanding
625 625 pass
626 626 # update ready set with those no longer outstanding:
627 627 ready = pending.difference(self._client.outstanding)
628 628 # update pending to exclude those that are finished
629 629 pending = pending.difference(ready)
630 630 while ready:
631 631 msg_id = ready.pop()
632 632 ar = AsyncResult(self._client, msg_id, self._fname)
633 633 rlist = ar.get()
634 634 try:
635 635 for r in rlist:
636 636 yield r
637 637 except TypeError:
638 638 # flattened, not a list
639 639 # this could get broken by flattened data that returns iterables
640 640 # but most calls to map do not expose the `flatten` argument
641 641 yield rlist
642 642 else:
643 643 # already done
644 644 for r in rlist:
645 645 yield r
646 646
647 647
648 648 class AsyncHubResult(AsyncResult):
649 649 """Class to wrap pending results that must be requested from the Hub.
650 650
651 651 Note that waiting/polling on these objects requires polling the Hubover the network,
652 652 so use `AsyncHubResult.wait()` sparingly.
653 653 """
654 654
655 655 def _wait_for_outputs(self, timeout=-1):
656 656 """no-op, because HubResults are never incomplete"""
657 657 self._outputs_ready = True
658 658
659 659 def wait(self, timeout=-1):
660 660 """wait for result to complete."""
661 661 start = time.time()
662 662 if self._ready:
663 663 return
664 664 local_ids = [m for m in self.msg_ids if m in self._client.outstanding]
665 665 local_ready = self._client.wait(local_ids, timeout)
666 666 if local_ready:
667 667 remote_ids = [m for m in self.msg_ids if m not in self._client.results]
668 668 if not remote_ids:
669 669 self._ready = True
670 670 else:
671 671 rdict = self._client.result_status(remote_ids, status_only=False)
672 672 pending = rdict['pending']
673 673 while pending and (timeout < 0 or time.time() < start+timeout):
674 674 rdict = self._client.result_status(remote_ids, status_only=False)
675 675 pending = rdict['pending']
676 676 if pending:
677 677 time.sleep(0.1)
678 678 if not pending:
679 679 self._ready = True
680 680 if self._ready:
681 681 try:
682 682 results = list(map(self._client.results.get, self.msg_ids))
683 683 self._result = results
684 684 if self._single_result:
685 685 r = results[0]
686 686 if isinstance(r, Exception):
687 687 raise r
688 688 else:
689 689 results = error.collect_exceptions(results, self._fname)
690 690 self._result = self._reconstruct_result(results)
691 691 except Exception as e:
692 692 self._exception = e
693 693 self._success = False
694 694 else:
695 695 self._success = True
696 696 finally:
697 697 self._metadata = [self._client.metadata[mid] for mid in self.msg_ids]
698 698 if self.owner:
699 699 [self._client.metadata.pop(mid) for mid in self.msg_ids]
700 700 [self._client.results.pop(mid) for mid in self.msg_ids]
701 701
702 702
703 703 __all__ = ['AsyncResult', 'AsyncMapResult', 'AsyncHubResult']
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: modified file
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
This diff has been collapsed as it changes many lines, (1267 lines changed) Show them Hide them
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
This diff has been collapsed as it changes many lines, (2123 lines changed) Show them Hide them
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
1 NO CONTENT: file was removed
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: file was removed
The requested commit or file is too big and content was truncated. Show full diff
1 NO CONTENT: file was removed
The requested commit or file is too big and content was truncated. Show full diff
General Comments 0
You need to be logged in to leave comments. Login now