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Merge pull request #11876 from daharn/autoreload-fix-using-gc.get_referrers()...
Matthias Bussonnier -
r25187:cd54f155 merge
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1 """IPython extension to reload modules before executing user code.
1 """IPython extension to reload modules before executing user code.
2
2
3 ``autoreload`` reloads modules automatically before entering the execution of
3 ``autoreload`` reloads modules automatically before entering the execution of
4 code typed at the IPython prompt.
4 code typed at the IPython prompt.
5
5
6 This makes for example the following workflow possible:
6 This makes for example the following workflow possible:
7
7
8 .. sourcecode:: ipython
8 .. sourcecode:: ipython
9
9
10 In [1]: %load_ext autoreload
10 In [1]: %load_ext autoreload
11
11
12 In [2]: %autoreload 2
12 In [2]: %autoreload 2
13
13
14 In [3]: from foo import some_function
14 In [3]: from foo import some_function
15
15
16 In [4]: some_function()
16 In [4]: some_function()
17 Out[4]: 42
17 Out[4]: 42
18
18
19 In [5]: # open foo.py in an editor and change some_function to return 43
19 In [5]: # open foo.py in an editor and change some_function to return 43
20
20
21 In [6]: some_function()
21 In [6]: some_function()
22 Out[6]: 43
22 Out[6]: 43
23
23
24 The module was reloaded without reloading it explicitly, and the object
24 The module was reloaded without reloading it explicitly, and the object
25 imported with ``from foo import ...`` was also updated.
25 imported with ``from foo import ...`` was also updated.
26
26
27 Usage
27 Usage
28 =====
28 =====
29
29
30 The following magic commands are provided:
30 The following magic commands are provided:
31
31
32 ``%autoreload``
32 ``%autoreload``
33
33
34 Reload all modules (except those excluded by ``%aimport``)
34 Reload all modules (except those excluded by ``%aimport``)
35 automatically now.
35 automatically now.
36
36
37 ``%autoreload 0``
37 ``%autoreload 0``
38
38
39 Disable automatic reloading.
39 Disable automatic reloading.
40
40
41 ``%autoreload 1``
41 ``%autoreload 1``
42
42
43 Reload all modules imported with ``%aimport`` every time before
43 Reload all modules imported with ``%aimport`` every time before
44 executing the Python code typed.
44 executing the Python code typed.
45
45
46 ``%autoreload 2``
46 ``%autoreload 2``
47
47
48 Reload all modules (except those excluded by ``%aimport``) every
48 Reload all modules (except those excluded by ``%aimport``) every
49 time before executing the Python code typed.
49 time before executing the Python code typed.
50
50
51 ``%aimport``
51 ``%aimport``
52
52
53 List modules which are to be automatically imported or not to be imported.
53 List modules which are to be automatically imported or not to be imported.
54
54
55 ``%aimport foo``
55 ``%aimport foo``
56
56
57 Import module 'foo' and mark it to be autoreloaded for ``%autoreload 1``
57 Import module 'foo' and mark it to be autoreloaded for ``%autoreload 1``
58
58
59 ``%aimport foo, bar``
59 ``%aimport foo, bar``
60
60
61 Import modules 'foo', 'bar' and mark them to be autoreloaded for ``%autoreload 1``
61 Import modules 'foo', 'bar' and mark them to be autoreloaded for ``%autoreload 1``
62
62
63 ``%aimport -foo``
63 ``%aimport -foo``
64
64
65 Mark module 'foo' to not be autoreloaded.
65 Mark module 'foo' to not be autoreloaded.
66
66
67 Caveats
67 Caveats
68 =======
68 =======
69
69
70 Reloading Python modules in a reliable way is in general difficult,
70 Reloading Python modules in a reliable way is in general difficult,
71 and unexpected things may occur. ``%autoreload`` tries to work around
71 and unexpected things may occur. ``%autoreload`` tries to work around
72 common pitfalls by replacing function code objects and parts of
72 common pitfalls by replacing function code objects and parts of
73 classes previously in the module with new versions. This makes the
73 classes previously in the module with new versions. This makes the
74 following things to work:
74 following things to work:
75
75
76 - Functions and classes imported via 'from xxx import foo' are upgraded
76 - Functions and classes imported via 'from xxx import foo' are upgraded
77 to new versions when 'xxx' is reloaded.
77 to new versions when 'xxx' is reloaded.
78
78
79 - Methods and properties of classes are upgraded on reload, so that
79 - Methods and properties of classes are upgraded on reload, so that
80 calling 'c.foo()' on an object 'c' created before the reload causes
80 calling 'c.foo()' on an object 'c' created before the reload causes
81 the new code for 'foo' to be executed.
81 the new code for 'foo' to be executed.
82
82
83 Some of the known remaining caveats are:
83 Some of the known remaining caveats are:
84
84
85 - Replacing code objects does not always succeed: changing a @property
85 - Replacing code objects does not always succeed: changing a @property
86 in a class to an ordinary method or a method to a member variable
86 in a class to an ordinary method or a method to a member variable
87 can cause problems (but in old objects only).
87 can cause problems (but in old objects only).
88
88
89 - Functions that are removed (eg. via monkey-patching) from a module
89 - Functions that are removed (eg. via monkey-patching) from a module
90 before it is reloaded are not upgraded.
90 before it is reloaded are not upgraded.
91
91
92 - C extension modules cannot be reloaded, and so cannot be autoreloaded.
92 - C extension modules cannot be reloaded, and so cannot be autoreloaded.
93 """
93 """
94
94
95 skip_doctest = True
95 skip_doctest = True
96
96
97 #-----------------------------------------------------------------------------
97 #-----------------------------------------------------------------------------
98 # Copyright (C) 2000 Thomas Heller
98 # Copyright (C) 2000 Thomas Heller
99 # Copyright (C) 2008 Pauli Virtanen <pav@iki.fi>
99 # Copyright (C) 2008 Pauli Virtanen <pav@iki.fi>
100 # Copyright (C) 2012 The IPython Development Team
100 # Copyright (C) 2012 The IPython Development Team
101 #
101 #
102 # Distributed under the terms of the BSD License. The full license is in
102 # Distributed under the terms of the BSD License. The full license is in
103 # the file COPYING, distributed as part of this software.
103 # the file COPYING, distributed as part of this software.
104 #-----------------------------------------------------------------------------
104 #-----------------------------------------------------------------------------
105 #
105 #
106 # This IPython module is written by Pauli Virtanen, based on the autoreload
106 # This IPython module is written by Pauli Virtanen, based on the autoreload
107 # code by Thomas Heller.
107 # code by Thomas Heller.
108
108
109 #-----------------------------------------------------------------------------
109 #-----------------------------------------------------------------------------
110 # Imports
110 # Imports
111 #-----------------------------------------------------------------------------
111 #-----------------------------------------------------------------------------
112
112
113 import os
113 import os
114 import sys
114 import sys
115 import traceback
115 import traceback
116 import types
116 import types
117 import weakref
117 import weakref
118 import inspect
118 import gc
119 from importlib import import_module
119 from importlib import import_module
120 from importlib.util import source_from_cache
120 from importlib.util import source_from_cache
121 from imp import reload
121 from imp import reload
122
122
123 #------------------------------------------------------------------------------
123 #------------------------------------------------------------------------------
124 # Autoreload functionality
124 # Autoreload functionality
125 #------------------------------------------------------------------------------
125 #------------------------------------------------------------------------------
126
126
127 class ModuleReloader(object):
127 class ModuleReloader(object):
128 enabled = False
128 enabled = False
129 """Whether this reloader is enabled"""
129 """Whether this reloader is enabled"""
130
130
131 check_all = True
131 check_all = True
132 """Autoreload all modules, not just those listed in 'modules'"""
132 """Autoreload all modules, not just those listed in 'modules'"""
133
133
134 def __init__(self):
134 def __init__(self):
135 # Modules that failed to reload: {module: mtime-on-failed-reload, ...}
135 # Modules that failed to reload: {module: mtime-on-failed-reload, ...}
136 self.failed = {}
136 self.failed = {}
137 # Modules specially marked as autoreloadable.
137 # Modules specially marked as autoreloadable.
138 self.modules = {}
138 self.modules = {}
139 # Modules specially marked as not autoreloadable.
139 # Modules specially marked as not autoreloadable.
140 self.skip_modules = {}
140 self.skip_modules = {}
141 # (module-name, name) -> weakref, for replacing old code objects
141 # (module-name, name) -> weakref, for replacing old code objects
142 self.old_objects = {}
142 self.old_objects = {}
143 # Module modification timestamps
143 # Module modification timestamps
144 self.modules_mtimes = {}
144 self.modules_mtimes = {}
145
145
146 # Cache module modification times
146 # Cache module modification times
147 self.check(check_all=True, do_reload=False)
147 self.check(check_all=True, do_reload=False)
148
148
149 def mark_module_skipped(self, module_name):
149 def mark_module_skipped(self, module_name):
150 """Skip reloading the named module in the future"""
150 """Skip reloading the named module in the future"""
151 try:
151 try:
152 del self.modules[module_name]
152 del self.modules[module_name]
153 except KeyError:
153 except KeyError:
154 pass
154 pass
155 self.skip_modules[module_name] = True
155 self.skip_modules[module_name] = True
156
156
157 def mark_module_reloadable(self, module_name):
157 def mark_module_reloadable(self, module_name):
158 """Reload the named module in the future (if it is imported)"""
158 """Reload the named module in the future (if it is imported)"""
159 try:
159 try:
160 del self.skip_modules[module_name]
160 del self.skip_modules[module_name]
161 except KeyError:
161 except KeyError:
162 pass
162 pass
163 self.modules[module_name] = True
163 self.modules[module_name] = True
164
164
165 def aimport_module(self, module_name):
165 def aimport_module(self, module_name):
166 """Import a module, and mark it reloadable
166 """Import a module, and mark it reloadable
167
167
168 Returns
168 Returns
169 -------
169 -------
170 top_module : module
170 top_module : module
171 The imported module if it is top-level, or the top-level
171 The imported module if it is top-level, or the top-level
172 top_name : module
172 top_name : module
173 Name of top_module
173 Name of top_module
174
174
175 """
175 """
176 self.mark_module_reloadable(module_name)
176 self.mark_module_reloadable(module_name)
177
177
178 import_module(module_name)
178 import_module(module_name)
179 top_name = module_name.split('.')[0]
179 top_name = module_name.split('.')[0]
180 top_module = sys.modules[top_name]
180 top_module = sys.modules[top_name]
181 return top_module, top_name
181 return top_module, top_name
182
182
183 def filename_and_mtime(self, module):
183 def filename_and_mtime(self, module):
184 if not hasattr(module, '__file__') or module.__file__ is None:
184 if not hasattr(module, '__file__') or module.__file__ is None:
185 return None, None
185 return None, None
186
186
187 if getattr(module, '__name__', None) in [None, '__mp_main__', '__main__']:
187 if getattr(module, '__name__', None) in [None, '__mp_main__', '__main__']:
188 # we cannot reload(__main__) or reload(__mp_main__)
188 # we cannot reload(__main__) or reload(__mp_main__)
189 return None, None
189 return None, None
190
190
191 filename = module.__file__
191 filename = module.__file__
192 path, ext = os.path.splitext(filename)
192 path, ext = os.path.splitext(filename)
193
193
194 if ext.lower() == '.py':
194 if ext.lower() == '.py':
195 py_filename = filename
195 py_filename = filename
196 else:
196 else:
197 try:
197 try:
198 py_filename = source_from_cache(filename)
198 py_filename = source_from_cache(filename)
199 except ValueError:
199 except ValueError:
200 return None, None
200 return None, None
201
201
202 try:
202 try:
203 pymtime = os.stat(py_filename).st_mtime
203 pymtime = os.stat(py_filename).st_mtime
204 except OSError:
204 except OSError:
205 return None, None
205 return None, None
206
206
207 return py_filename, pymtime
207 return py_filename, pymtime
208
208
209 def check(self, check_all=False, do_reload=True):
209 def check(self, check_all=False, do_reload=True):
210 """Check whether some modules need to be reloaded."""
210 """Check whether some modules need to be reloaded."""
211
211
212 if not self.enabled and not check_all:
212 if not self.enabled and not check_all:
213 return
213 return
214
214
215 if check_all or self.check_all:
215 if check_all or self.check_all:
216 modules = list(sys.modules.keys())
216 modules = list(sys.modules.keys())
217 else:
217 else:
218 modules = list(self.modules.keys())
218 modules = list(self.modules.keys())
219
219
220 for modname in modules:
220 for modname in modules:
221 m = sys.modules.get(modname, None)
221 m = sys.modules.get(modname, None)
222
222
223 if modname in self.skip_modules:
223 if modname in self.skip_modules:
224 continue
224 continue
225
225
226 py_filename, pymtime = self.filename_and_mtime(m)
226 py_filename, pymtime = self.filename_and_mtime(m)
227 if py_filename is None:
227 if py_filename is None:
228 continue
228 continue
229
229
230 try:
230 try:
231 if pymtime <= self.modules_mtimes[modname]:
231 if pymtime <= self.modules_mtimes[modname]:
232 continue
232 continue
233 except KeyError:
233 except KeyError:
234 self.modules_mtimes[modname] = pymtime
234 self.modules_mtimes[modname] = pymtime
235 continue
235 continue
236 else:
236 else:
237 if self.failed.get(py_filename, None) == pymtime:
237 if self.failed.get(py_filename, None) == pymtime:
238 continue
238 continue
239
239
240 self.modules_mtimes[modname] = pymtime
240 self.modules_mtimes[modname] = pymtime
241
241
242 # If we've reached this point, we should try to reload the module
242 # If we've reached this point, we should try to reload the module
243 if do_reload:
243 if do_reload:
244 try:
244 try:
245 superreload(m, reload, self.old_objects)
245 superreload(m, reload, self.old_objects)
246 if py_filename in self.failed:
246 if py_filename in self.failed:
247 del self.failed[py_filename]
247 del self.failed[py_filename]
248 except:
248 except:
249 print("[autoreload of %s failed: %s]" % (
249 print("[autoreload of %s failed: %s]" % (
250 modname, traceback.format_exc(10)), file=sys.stderr)
250 modname, traceback.format_exc(10)), file=sys.stderr)
251 self.failed[py_filename] = pymtime
251 self.failed[py_filename] = pymtime
252
252
253 #------------------------------------------------------------------------------
253 #------------------------------------------------------------------------------
254 # superreload
254 # superreload
255 #------------------------------------------------------------------------------
255 #------------------------------------------------------------------------------
256
256
257
257
258 func_attrs = ['__code__', '__defaults__', '__doc__',
258 func_attrs = ['__code__', '__defaults__', '__doc__',
259 '__closure__', '__globals__', '__dict__']
259 '__closure__', '__globals__', '__dict__']
260
260
261
261
262 def update_function(old, new):
262 def update_function(old, new):
263 """Upgrade the code object of a function"""
263 """Upgrade the code object of a function"""
264 for name in func_attrs:
264 for name in func_attrs:
265 try:
265 try:
266 setattr(old, name, getattr(new, name))
266 setattr(old, name, getattr(new, name))
267 except (AttributeError, TypeError):
267 except (AttributeError, TypeError):
268 pass
268 pass
269
269
270
270
271 def update_instances(old, new, objects=None, visited={}):
271 def update_instances(old, new):
272 """Iterate through objects recursively, searching for instances of old and
272 """Use garbage collector to find all instances that refer to the old
273 replace their __class__ reference with new. If no objects are given, start
273 class definition and update their __class__ to point to the new class
274 with the current ipython workspace.
274 definition"""
275 """
276 if objects is None:
277 # make sure visited is cleaned when not called recursively
278 visited = {}
279 # find ipython workspace stack frame
280 frame = next(frame_nfo.frame for frame_nfo in inspect.stack()
281 if 'trigger' in frame_nfo.function)
282 # build generator for non-private variable values from workspace
283 shell = frame.f_locals['self'].shell
284 user_ns = shell.user_ns
285 user_ns_hidden = shell.user_ns_hidden
286 nonmatching = object()
287 objects = ( value for key, value in user_ns.items()
288 if not key.startswith('_')
289 and (value is not user_ns_hidden.get(key, nonmatching))
290 and not inspect.ismodule(value))
291
275
292 # use dict values if objects is a dict but don't touch private variables
276 refs = gc.get_referrers(old)
293 if hasattr(objects, 'items'):
294 objects = (value for key, value in objects.items()
295 if not str(key).startswith('_')
296 and not inspect.ismodule(value) )
297
277
298 # try if objects is iterable
278 for ref in refs:
299 try:
279 if type(ref) is old:
300 for obj in (obj for obj in objects if id(obj) not in visited):
280 ref.__class__ = new
301 # add current object to visited to avoid revisiting
302 visited.update({id(obj):obj})
303
304 # update, if object is instance of old_class (but no subclasses)
305 if type(obj) is old:
306 obj.__class__ = new
307
308
309 # if object is instance of other class, look for nested instances
310 if hasattr(obj, '__dict__') and not (inspect.isfunction(obj)
311 or inspect.ismethod(obj)):
312 update_instances(old, new, obj.__dict__, visited)
313
314 # if object is a container, search it
315 if hasattr(obj, 'items') or (hasattr(obj, '__contains__')
316 and not isinstance(obj, str)):
317 update_instances(old, new, obj, visited)
318
319 except TypeError:
320 pass
321
281
322
282
323 def update_class(old, new):
283 def update_class(old, new):
324 """Replace stuff in the __dict__ of a class, and upgrade
284 """Replace stuff in the __dict__ of a class, and upgrade
325 method code objects, and add new methods, if any"""
285 method code objects, and add new methods, if any"""
326 for key in list(old.__dict__.keys()):
286 for key in list(old.__dict__.keys()):
327 old_obj = getattr(old, key)
287 old_obj = getattr(old, key)
328 try:
288 try:
329 new_obj = getattr(new, key)
289 new_obj = getattr(new, key)
330 # explicitly checking that comparison returns True to handle
290 # explicitly checking that comparison returns True to handle
331 # cases where `==` doesn't return a boolean.
291 # cases where `==` doesn't return a boolean.
332 if (old_obj == new_obj) is True:
292 if (old_obj == new_obj) is True:
333 continue
293 continue
334 except AttributeError:
294 except AttributeError:
335 # obsolete attribute: remove it
295 # obsolete attribute: remove it
336 try:
296 try:
337 delattr(old, key)
297 delattr(old, key)
338 except (AttributeError, TypeError):
298 except (AttributeError, TypeError):
339 pass
299 pass
340 continue
300 continue
341
301
342 if update_generic(old_obj, new_obj): continue
302 if update_generic(old_obj, new_obj): continue
343
303
344 try:
304 try:
345 setattr(old, key, getattr(new, key))
305 setattr(old, key, getattr(new, key))
346 except (AttributeError, TypeError):
306 except (AttributeError, TypeError):
347 pass # skip non-writable attributes
307 pass # skip non-writable attributes
348
308
349 for key in list(new.__dict__.keys()):
309 for key in list(new.__dict__.keys()):
350 if key not in list(old.__dict__.keys()):
310 if key not in list(old.__dict__.keys()):
351 try:
311 try:
352 setattr(old, key, getattr(new, key))
312 setattr(old, key, getattr(new, key))
353 except (AttributeError, TypeError):
313 except (AttributeError, TypeError):
354 pass # skip non-writable attributes
314 pass # skip non-writable attributes
355
315
356 # update all instances of class
316 # update all instances of class
357 update_instances(old, new)
317 update_instances(old, new)
358
318
359
319
360 def update_property(old, new):
320 def update_property(old, new):
361 """Replace get/set/del functions of a property"""
321 """Replace get/set/del functions of a property"""
362 update_generic(old.fdel, new.fdel)
322 update_generic(old.fdel, new.fdel)
363 update_generic(old.fget, new.fget)
323 update_generic(old.fget, new.fget)
364 update_generic(old.fset, new.fset)
324 update_generic(old.fset, new.fset)
365
325
366
326
367 def isinstance2(a, b, typ):
327 def isinstance2(a, b, typ):
368 return isinstance(a, typ) and isinstance(b, typ)
328 return isinstance(a, typ) and isinstance(b, typ)
369
329
370
330
371 UPDATE_RULES = [
331 UPDATE_RULES = [
372 (lambda a, b: isinstance2(a, b, type),
332 (lambda a, b: isinstance2(a, b, type),
373 update_class),
333 update_class),
374 (lambda a, b: isinstance2(a, b, types.FunctionType),
334 (lambda a, b: isinstance2(a, b, types.FunctionType),
375 update_function),
335 update_function),
376 (lambda a, b: isinstance2(a, b, property),
336 (lambda a, b: isinstance2(a, b, property),
377 update_property),
337 update_property),
378 ]
338 ]
379 UPDATE_RULES.extend([(lambda a, b: isinstance2(a, b, types.MethodType),
339 UPDATE_RULES.extend([(lambda a, b: isinstance2(a, b, types.MethodType),
380 lambda a, b: update_function(a.__func__, b.__func__)),
340 lambda a, b: update_function(a.__func__, b.__func__)),
381 ])
341 ])
382
342
383
343
384 def update_generic(a, b):
344 def update_generic(a, b):
385 for type_check, update in UPDATE_RULES:
345 for type_check, update in UPDATE_RULES:
386 if type_check(a, b):
346 if type_check(a, b):
387 update(a, b)
347 update(a, b)
388 return True
348 return True
389 return False
349 return False
390
350
391
351
392 class StrongRef(object):
352 class StrongRef(object):
393 def __init__(self, obj):
353 def __init__(self, obj):
394 self.obj = obj
354 self.obj = obj
395 def __call__(self):
355 def __call__(self):
396 return self.obj
356 return self.obj
397
357
398
358
399 def superreload(module, reload=reload, old_objects=None):
359 def superreload(module, reload=reload, old_objects=None):
400 """Enhanced version of the builtin reload function.
360 """Enhanced version of the builtin reload function.
401
361
402 superreload remembers objects previously in the module, and
362 superreload remembers objects previously in the module, and
403
363
404 - upgrades the class dictionary of every old class in the module
364 - upgrades the class dictionary of every old class in the module
405 - upgrades the code object of every old function and method
365 - upgrades the code object of every old function and method
406 - clears the module's namespace before reloading
366 - clears the module's namespace before reloading
407
367
408 """
368 """
409 if old_objects is None:
369 if old_objects is None:
410 old_objects = {}
370 old_objects = {}
411
371
412 # collect old objects in the module
372 # collect old objects in the module
413 for name, obj in list(module.__dict__.items()):
373 for name, obj in list(module.__dict__.items()):
414 if not hasattr(obj, '__module__') or obj.__module__ != module.__name__:
374 if not hasattr(obj, '__module__') or obj.__module__ != module.__name__:
415 continue
375 continue
416 key = (module.__name__, name)
376 key = (module.__name__, name)
417 try:
377 try:
418 old_objects.setdefault(key, []).append(weakref.ref(obj))
378 old_objects.setdefault(key, []).append(weakref.ref(obj))
419 except TypeError:
379 except TypeError:
420 pass
380 pass
421
381
422 # reload module
382 # reload module
423 try:
383 try:
424 # clear namespace first from old cruft
384 # clear namespace first from old cruft
425 old_dict = module.__dict__.copy()
385 old_dict = module.__dict__.copy()
426 old_name = module.__name__
386 old_name = module.__name__
427 module.__dict__.clear()
387 module.__dict__.clear()
428 module.__dict__['__name__'] = old_name
388 module.__dict__['__name__'] = old_name
429 module.__dict__['__loader__'] = old_dict['__loader__']
389 module.__dict__['__loader__'] = old_dict['__loader__']
430 except (TypeError, AttributeError, KeyError):
390 except (TypeError, AttributeError, KeyError):
431 pass
391 pass
432
392
433 try:
393 try:
434 module = reload(module)
394 module = reload(module)
435 except:
395 except:
436 # restore module dictionary on failed reload
396 # restore module dictionary on failed reload
437 module.__dict__.update(old_dict)
397 module.__dict__.update(old_dict)
438 raise
398 raise
439
399
440 # iterate over all objects and update functions & classes
400 # iterate over all objects and update functions & classes
441 for name, new_obj in list(module.__dict__.items()):
401 for name, new_obj in list(module.__dict__.items()):
442 key = (module.__name__, name)
402 key = (module.__name__, name)
443 if key not in old_objects: continue
403 if key not in old_objects: continue
444
404
445 new_refs = []
405 new_refs = []
446 for old_ref in old_objects[key]:
406 for old_ref in old_objects[key]:
447 old_obj = old_ref()
407 old_obj = old_ref()
448 if old_obj is None: continue
408 if old_obj is None: continue
449 new_refs.append(old_ref)
409 new_refs.append(old_ref)
450 update_generic(old_obj, new_obj)
410 update_generic(old_obj, new_obj)
451
411
452 if new_refs:
412 if new_refs:
453 old_objects[key] = new_refs
413 old_objects[key] = new_refs
454 else:
414 else:
455 del old_objects[key]
415 del old_objects[key]
456
416
457 return module
417 return module
458
418
459 #------------------------------------------------------------------------------
419 #------------------------------------------------------------------------------
460 # IPython connectivity
420 # IPython connectivity
461 #------------------------------------------------------------------------------
421 #------------------------------------------------------------------------------
462
422
463 from IPython.core.magic import Magics, magics_class, line_magic
423 from IPython.core.magic import Magics, magics_class, line_magic
464
424
465 @magics_class
425 @magics_class
466 class AutoreloadMagics(Magics):
426 class AutoreloadMagics(Magics):
467 def __init__(self, *a, **kw):
427 def __init__(self, *a, **kw):
468 super(AutoreloadMagics, self).__init__(*a, **kw)
428 super(AutoreloadMagics, self).__init__(*a, **kw)
469 self._reloader = ModuleReloader()
429 self._reloader = ModuleReloader()
470 self._reloader.check_all = False
430 self._reloader.check_all = False
471 self.loaded_modules = set(sys.modules)
431 self.loaded_modules = set(sys.modules)
472
432
473 @line_magic
433 @line_magic
474 def autoreload(self, parameter_s=''):
434 def autoreload(self, parameter_s=''):
475 r"""%autoreload => Reload modules automatically
435 r"""%autoreload => Reload modules automatically
476
436
477 %autoreload
437 %autoreload
478 Reload all modules (except those excluded by %aimport) automatically
438 Reload all modules (except those excluded by %aimport) automatically
479 now.
439 now.
480
440
481 %autoreload 0
441 %autoreload 0
482 Disable automatic reloading.
442 Disable automatic reloading.
483
443
484 %autoreload 1
444 %autoreload 1
485 Reload all modules imported with %aimport every time before executing
445 Reload all modules imported with %aimport every time before executing
486 the Python code typed.
446 the Python code typed.
487
447
488 %autoreload 2
448 %autoreload 2
489 Reload all modules (except those excluded by %aimport) every time
449 Reload all modules (except those excluded by %aimport) every time
490 before executing the Python code typed.
450 before executing the Python code typed.
491
451
492 Reloading Python modules in a reliable way is in general
452 Reloading Python modules in a reliable way is in general
493 difficult, and unexpected things may occur. %autoreload tries to
453 difficult, and unexpected things may occur. %autoreload tries to
494 work around common pitfalls by replacing function code objects and
454 work around common pitfalls by replacing function code objects and
495 parts of classes previously in the module with new versions. This
455 parts of classes previously in the module with new versions. This
496 makes the following things to work:
456 makes the following things to work:
497
457
498 - Functions and classes imported via 'from xxx import foo' are upgraded
458 - Functions and classes imported via 'from xxx import foo' are upgraded
499 to new versions when 'xxx' is reloaded.
459 to new versions when 'xxx' is reloaded.
500
460
501 - Methods and properties of classes are upgraded on reload, so that
461 - Methods and properties of classes are upgraded on reload, so that
502 calling 'c.foo()' on an object 'c' created before the reload causes
462 calling 'c.foo()' on an object 'c' created before the reload causes
503 the new code for 'foo' to be executed.
463 the new code for 'foo' to be executed.
504
464
505 Some of the known remaining caveats are:
465 Some of the known remaining caveats are:
506
466
507 - Replacing code objects does not always succeed: changing a @property
467 - Replacing code objects does not always succeed: changing a @property
508 in a class to an ordinary method or a method to a member variable
468 in a class to an ordinary method or a method to a member variable
509 can cause problems (but in old objects only).
469 can cause problems (but in old objects only).
510
470
511 - Functions that are removed (eg. via monkey-patching) from a module
471 - Functions that are removed (eg. via monkey-patching) from a module
512 before it is reloaded are not upgraded.
472 before it is reloaded are not upgraded.
513
473
514 - C extension modules cannot be reloaded, and so cannot be
474 - C extension modules cannot be reloaded, and so cannot be
515 autoreloaded.
475 autoreloaded.
516
476
517 """
477 """
518 if parameter_s == '':
478 if parameter_s == '':
519 self._reloader.check(True)
479 self._reloader.check(True)
520 elif parameter_s == '0':
480 elif parameter_s == '0':
521 self._reloader.enabled = False
481 self._reloader.enabled = False
522 elif parameter_s == '1':
482 elif parameter_s == '1':
523 self._reloader.check_all = False
483 self._reloader.check_all = False
524 self._reloader.enabled = True
484 self._reloader.enabled = True
525 elif parameter_s == '2':
485 elif parameter_s == '2':
526 self._reloader.check_all = True
486 self._reloader.check_all = True
527 self._reloader.enabled = True
487 self._reloader.enabled = True
528
488
529 @line_magic
489 @line_magic
530 def aimport(self, parameter_s='', stream=None):
490 def aimport(self, parameter_s='', stream=None):
531 """%aimport => Import modules for automatic reloading.
491 """%aimport => Import modules for automatic reloading.
532
492
533 %aimport
493 %aimport
534 List modules to automatically import and not to import.
494 List modules to automatically import and not to import.
535
495
536 %aimport foo
496 %aimport foo
537 Import module 'foo' and mark it to be autoreloaded for %autoreload 1
497 Import module 'foo' and mark it to be autoreloaded for %autoreload 1
538
498
539 %aimport foo, bar
499 %aimport foo, bar
540 Import modules 'foo', 'bar' and mark them to be autoreloaded for %autoreload 1
500 Import modules 'foo', 'bar' and mark them to be autoreloaded for %autoreload 1
541
501
542 %aimport -foo
502 %aimport -foo
543 Mark module 'foo' to not be autoreloaded for %autoreload 1
503 Mark module 'foo' to not be autoreloaded for %autoreload 1
544 """
504 """
545 modname = parameter_s
505 modname = parameter_s
546 if not modname:
506 if not modname:
547 to_reload = sorted(self._reloader.modules.keys())
507 to_reload = sorted(self._reloader.modules.keys())
548 to_skip = sorted(self._reloader.skip_modules.keys())
508 to_skip = sorted(self._reloader.skip_modules.keys())
549 if stream is None:
509 if stream is None:
550 stream = sys.stdout
510 stream = sys.stdout
551 if self._reloader.check_all:
511 if self._reloader.check_all:
552 stream.write("Modules to reload:\nall-except-skipped\n")
512 stream.write("Modules to reload:\nall-except-skipped\n")
553 else:
513 else:
554 stream.write("Modules to reload:\n%s\n" % ' '.join(to_reload))
514 stream.write("Modules to reload:\n%s\n" % ' '.join(to_reload))
555 stream.write("\nModules to skip:\n%s\n" % ' '.join(to_skip))
515 stream.write("\nModules to skip:\n%s\n" % ' '.join(to_skip))
556 elif modname.startswith('-'):
516 elif modname.startswith('-'):
557 modname = modname[1:]
517 modname = modname[1:]
558 self._reloader.mark_module_skipped(modname)
518 self._reloader.mark_module_skipped(modname)
559 else:
519 else:
560 for _module in ([_.strip() for _ in modname.split(',')]):
520 for _module in ([_.strip() for _ in modname.split(',')]):
561 top_module, top_name = self._reloader.aimport_module(_module)
521 top_module, top_name = self._reloader.aimport_module(_module)
562
522
563 # Inject module to user namespace
523 # Inject module to user namespace
564 self.shell.push({top_name: top_module})
524 self.shell.push({top_name: top_module})
565
525
566 def pre_run_cell(self):
526 def pre_run_cell(self):
567 if self._reloader.enabled:
527 if self._reloader.enabled:
568 try:
528 try:
569 self._reloader.check()
529 self._reloader.check()
570 except:
530 except:
571 pass
531 pass
572
532
573 def post_execute_hook(self):
533 def post_execute_hook(self):
574 """Cache the modification times of any modules imported in this execution
534 """Cache the modification times of any modules imported in this execution
575 """
535 """
576 newly_loaded_modules = set(sys.modules) - self.loaded_modules
536 newly_loaded_modules = set(sys.modules) - self.loaded_modules
577 for modname in newly_loaded_modules:
537 for modname in newly_loaded_modules:
578 _, pymtime = self._reloader.filename_and_mtime(sys.modules[modname])
538 _, pymtime = self._reloader.filename_and_mtime(sys.modules[modname])
579 if pymtime is not None:
539 if pymtime is not None:
580 self._reloader.modules_mtimes[modname] = pymtime
540 self._reloader.modules_mtimes[modname] = pymtime
581
541
582 self.loaded_modules.update(newly_loaded_modules)
542 self.loaded_modules.update(newly_loaded_modules)
583
543
584
544
585 def load_ipython_extension(ip):
545 def load_ipython_extension(ip):
586 """Load the extension in IPython."""
546 """Load the extension in IPython."""
587 auto_reload = AutoreloadMagics(ip)
547 auto_reload = AutoreloadMagics(ip)
588 ip.register_magics(auto_reload)
548 ip.register_magics(auto_reload)
589 ip.events.register('pre_run_cell', auto_reload.pre_run_cell)
549 ip.events.register('pre_run_cell', auto_reload.pre_run_cell)
590 ip.events.register('post_execute', auto_reload.post_execute_hook)
550 ip.events.register('post_execute', auto_reload.post_execute_hook)
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