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autoreload.py
487 lines | 14.9 KiB | text/x-python | PythonLexer
vivainio2
add ipy_autoreload (provided in #1540
r1035 """
Pauli Virtanen
DOC: extensions/autoreload: better extension module docstring
r4843 ``autoreload`` is an IPython extension that reloads modules
automatically before executing the line of code typed.
vivainio2
add ipy_autoreload (provided in #1540
r1035
Pauli Virtanen
DOC: extensions/autoreload: better extension module docstring
r4843 This makes for example the following workflow possible:
vivainio2
autoreload docstring
r1037
Pauli Virtanen
DOC: extensions/autoreload: better extension module docstring
r4843 .. sourcecode:: ipython
In [1]: %load_ext autoreload
In [2]: %autoreload 2
In [3]: from foo import some_function
In [4]: some_function()
Out[4]: 42
In [5]: # open foo.py in an editor and change some_function to return 43
In [6]: some_function()
Out[6]: 43
The module was reloaded without reloading it explicitly, and the
object imported with ``from foo import ...`` was also updated.
Usage
=====
The following magic commands are provided:
``%autoreload``
Reload all modules (except those excluded by ``%aimport``)
automatically now.
``%autoreload 0``
Disable automatic reloading.
``%autoreload 1``
Reload all modules imported with ``%aimport`` every time before
executing the Python code typed.
``%autoreload 2``
Reload all modules (except those excluded by ``%aimport``) every
time before executing the Python code typed.
``%aimport``
List modules which are to be automatically imported or not to be imported.
``%aimport foo``
Import module 'foo' and mark it to be autoreloaded for ``%autoreload 1``
``%aimport -foo``
Mark module 'foo' to not be autoreloaded.
Caveats
=======
Reloading Python modules in a reliable way is in general difficult,
and unexpected things may occur. ``%autoreload`` tries to work around
common pitfalls by replacing function code objects and parts of
classes previously in the module with new versions. This makes the
following things to work:
- Functions and classes imported via 'from xxx import foo' are upgraded
to new versions when 'xxx' is reloaded.
- Methods and properties of classes are upgraded on reload, so that
calling 'c.foo()' on an object 'c' created before the reload causes
the new code for 'foo' to be executed.
Some of the known remaining caveats are:
- Replacing code objects does not always succeed: changing a @property
in a class to an ordinary method or a method to a member variable
can cause problems (but in old objects only).
- Functions that are removed (eg. via monkey-patching) from a module
before it is reloaded are not upgraded.
- C extension modules cannot be reloaded, and so cannot be
autoreloaded.
vivainio2
autoreload docstring
r1037
vivainio2
add ipy_autoreload (provided in #1540
r1035 """
Fernando Perez
Skip doctesting of module docstring....
r4866 skip_doctest = True
vivainio2
add ipy_autoreload (provided in #1540
r1035 # Pauli Virtanen <pav@iki.fi>, 2008.
# Thomas Heller, 2000.
#
# This IPython module is written by Pauli Virtanen, based on the autoreload
# code by Thomas Heller.
#------------------------------------------------------------------------------
# Autoreload functionality
#------------------------------------------------------------------------------
import time, os, threading, sys, types, imp, inspect, traceback, atexit
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 import weakref
Thomas Kluyver
Fix some more tests for Python 3.
r4898 try:
reload
except NameError:
from imp import reload
vivainio2
add ipy_autoreload (provided in #1540
r1035
def _get_compiled_ext():
"""Official way to get the extension of compiled files (.pyc or .pyo)"""
for ext, mode, typ in imp.get_suffixes():
if typ == imp.PY_COMPILED:
return ext
PY_COMPILED_EXT = _get_compiled_ext()
class ModuleReloader(object):
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 enabled = False
"""Whether this reloader is enabled"""
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 failed = {}
vivainio2
add ipy_autoreload (provided in #1540
r1035 """Modules that failed to reload: {module: mtime-on-failed-reload, ...}"""
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 modules = {}
"""Modules specially marked as autoreloadable."""
skip_modules = {}
"""Modules specially marked as not autoreloadable."""
check_all = True
"""Autoreload all modules, not just those listed in 'modules'"""
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245
old_objects = {}
"""(module-name, name) -> weakref, for replacing old code objects"""
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 def mark_module_skipped(self, module_name):
"""Skip reloading the named module in the future"""
try:
del self.modules[module_name]
except KeyError:
pass
self.skip_modules[module_name] = True
def mark_module_reloadable(self, module_name):
"""Reload the named module in the future (if it is imported)"""
try:
del self.skip_modules[module_name]
except KeyError:
pass
self.modules[module_name] = True
def aimport_module(self, module_name):
"""Import a module, and mark it reloadable
Returns
-------
top_module : module
The imported module if it is top-level, or the top-level
top_name : module
Name of top_module
"""
self.mark_module_reloadable(module_name)
__import__(module_name)
top_name = module_name.split('.')[0]
top_module = sys.modules[top_name]
return top_module, top_name
vivainio2
add ipy_autoreload (provided in #1540
r1035 def check(self, check_all=False):
"""Check whether some modules need to be reloaded."""
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 if not self.enabled and not check_all:
return
vivainio2
add ipy_autoreload (provided in #1540
r1035 if check_all or self.check_all:
modules = sys.modules.keys()
else:
modules = self.modules.keys()
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 for modname in modules:
m = sys.modules.get(modname, None)
if modname in self.skip_modules:
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 if not hasattr(m, '__file__'):
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 if m.__name__ == '__main__':
# we cannot reload(__main__)
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 filename = m.__file__
path, ext = os.path.splitext(filename)
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 if ext.lower() == '.py':
ext = PY_COMPILED_EXT
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 pyc_filename = path + PY_COMPILED_EXT
py_filename = filename
else:
pyc_filename = filename
py_filename = filename[:-1]
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 if ext != PY_COMPILED_EXT:
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 try:
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 pymtime = os.stat(py_filename).st_mtime
if pymtime <= os.stat(pyc_filename).st_mtime:
vivainio2
add ipy_autoreload (provided in #1540
r1035 continue
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 if self.failed.get(py_filename, None) == pymtime:
vivainio2
add ipy_autoreload (provided in #1540
r1035 continue
except OSError:
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 try:
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 superreload(m, reload, self.old_objects)
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 if py_filename in self.failed:
del self.failed[py_filename]
vivainio2
add ipy_autoreload (provided in #1540
r1035 except:
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 print >> sys.stderr, "[autoreload of %s failed: %s]" % (
modname, traceback.format_exc(1))
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 self.failed[py_filename] = pymtime
vivainio2
add ipy_autoreload (provided in #1540
r1035
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 #------------------------------------------------------------------------------
# superreload
#------------------------------------------------------------------------------
vivainio2
add ipy_autoreload (provided in #1540
r1035
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 def update_function(old, new):
"""Upgrade the code object of a function"""
for name in ['func_code', 'func_defaults', 'func_doc',
'func_closure', 'func_globals', 'func_dict']:
try:
setattr(old, name, getattr(new, name))
except (AttributeError, TypeError):
pass
def update_class(old, new):
"""Replace stuff in the __dict__ of a class, and upgrade
method code objects"""
for key in old.__dict__.keys():
old_obj = getattr(old, key)
try:
new_obj = getattr(new, key)
except AttributeError:
# obsolete attribute: remove it
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004 try:
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 delattr(old, key)
except (AttributeError, TypeError):
pass
continue
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 if update_generic(old_obj, new_obj): continue
try:
setattr(old, key, getattr(new, key))
except (AttributeError, TypeError):
pass # skip non-writable attributes
def update_property(old, new):
"""Replace get/set/del functions of a property"""
update_generic(old.fdel, new.fdel)
update_generic(old.fget, new.fget)
update_generic(old.fset, new.fset)
def isinstance2(a, b, typ):
return isinstance(a, typ) and isinstance(b, typ)
UPDATE_RULES = [
(lambda a, b: isinstance2(a, b, types.ClassType),
update_class),
(lambda a, b: isinstance2(a, b, types.TypeType),
update_class),
(lambda a, b: isinstance2(a, b, types.FunctionType),
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004 update_function),
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 (lambda a, b: isinstance2(a, b, property),
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004 update_property),
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 (lambda a, b: isinstance2(a, b, types.MethodType),
lambda a, b: update_function(a.im_func, b.im_func)),
]
def update_generic(a, b):
for type_check, update in UPDATE_RULES:
if type_check(a, b):
update(a, b)
return True
return False
class StrongRef(object):
def __init__(self, obj):
self.obj = obj
def __call__(self):
return self.obj
def superreload(module, reload=reload, old_objects={}):
vivainio2
add ipy_autoreload (provided in #1540
r1035 """Enhanced version of the builtin reload function.
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 superreload remembers objects previously in the module, and
- upgrades the class dictionary of every old class in the module
- upgrades the code object of every old function and method
- clears the module's namespace before reloading
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
vivainio2
add ipy_autoreload (provided in #1540
r1035 """
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 # collect old objects in the module
for name, obj in module.__dict__.items():
if not hasattr(obj, '__module__') or obj.__module__ != module.__name__:
continue
key = (module.__name__, name)
try:
old_objects.setdefault(key, []).append(weakref.ref(obj))
except TypeError:
# weakref doesn't work for all types;
# create strong references for 'important' cases
if isinstance(obj, types.ClassType):
old_objects.setdefault(key, []).append(StrongRef(obj))
# reload module
try:
# clear namespace first from old cruft
Pauli Virtanen
BUG: extensions/autoreload: don't clobber module dictionary if reload fails
r4841 old_dict = module.__dict__.copy()
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 old_name = module.__name__
module.__dict__.clear()
module.__dict__['__name__'] = old_name
except (TypeError, AttributeError, KeyError):
pass
Pauli Virtanen
BUG: extensions/autoreload: don't clobber module dictionary if reload fails
r4841
try:
module = reload(module)
except:
# restore module dictionary on failed reload
module.__dict__.update(old_dict)
raise
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 # iterate over all objects and update functions & classes
vivainio2
add ipy_autoreload (provided in #1540
r1035 for name, new_obj in module.__dict__.items():
key = (module.__name__, name)
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 if key not in old_objects: continue
new_refs = []
for old_ref in old_objects[key]:
old_obj = old_ref()
if old_obj is None: continue
new_refs.append(old_ref)
update_generic(old_obj, new_obj)
if new_refs:
old_objects[key] = new_refs
else:
del old_objects[key]
vivainio2
add ipy_autoreload (provided in #1540
r1035 return module
#------------------------------------------------------------------------------
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245 # IPython connectivity
vivainio2
add ipy_autoreload (provided in #1540
r1035 #------------------------------------------------------------------------------
Ville M. Vainio
Pauli's autoreload patch to do proper "superreload", i.e. replace code objects of used function objects. Fixes #237691
r1245
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 from IPython.core.plugin import Plugin
from IPython.core.hooks import TryNext
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 class AutoreloadInterface(object):
def __init__(self, *a, **kw):
super(AutoreloadInterface, self).__init__(*a, **kw)
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 self._reloader = ModuleReloader()
self._reloader.check_all = False
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 def magic_autoreload(self, ipself, parameter_s=''):
r"""%autoreload => Reload modules automatically
%autoreload
Reload all modules (except those excluded by %aimport) automatically
now.
%autoreload 0
Disable automatic reloading.
%autoreload 1
Reload all modules imported with %aimport every time before executing
the Python code typed.
%autoreload 2
Reload all modules (except those excluded by %aimport) every time
before executing the Python code typed.
Reloading Python modules in a reliable way is in general
difficult, and unexpected things may occur. %autoreload tries to
work around common pitfalls by replacing function code objects and
parts of classes previously in the module with new versions. This
makes the following things to work:
- Functions and classes imported via 'from xxx import foo' are upgraded
to new versions when 'xxx' is reloaded.
- Methods and properties of classes are upgraded on reload, so that
calling 'c.foo()' on an object 'c' created before the reload causes
the new code for 'foo' to be executed.
Some of the known remaining caveats are:
- Replacing code objects does not always succeed: changing a @property
in a class to an ordinary method or a method to a member variable
can cause problems (but in old objects only).
- Functions that are removed (eg. via monkey-patching) from a module
before it is reloaded are not upgraded.
- C extension modules cannot be reloaded, and so cannot be
autoreloaded.
"""
if parameter_s == '':
self._reloader.check(True)
elif parameter_s == '0':
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 self._reloader.enabled = False
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 elif parameter_s == '1':
self._reloader.check_all = False
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 self._reloader.enabled = True
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 elif parameter_s == '2':
self._reloader.check_all = True
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 self._reloader.enabled = True
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 def magic_aimport(self, ipself, parameter_s='', stream=None):
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 """%aimport => Import modules for automatic reloading.
%aimport
List modules to automatically import and not to import.
%aimport foo
Import module 'foo' and mark it to be autoreloaded for %autoreload 1
%aimport -foo
Mark module 'foo' to not be autoreloaded for %autoreload 1
"""
modname = parameter_s
if not modname:
to_reload = self._reloader.modules.keys()
to_reload.sort()
to_skip = self._reloader.skip_modules.keys()
to_skip.sort()
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 if stream is None:
stream = sys.stdout
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 if self._reloader.check_all:
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 stream.write("Modules to reload:\nall-except-skipped\n")
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 else:
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 stream.write("Modules to reload:\n%s\n" % ' '.join(to_reload))
stream.write("\nModules to skip:\n%s\n" % ' '.join(to_skip))
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 elif modname.startswith('-'):
modname = modname[1:]
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 self._reloader.mark_module_skipped(modname)
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 else:
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 top_module, top_name = self._reloader.aimport_module(modname)
vivainio2
add ipy_autoreload (provided in #1540
r1035
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 # Inject module to user namespace
ipself.push({top_name: top_module})
vivainio2
add ipy_autoreload (provided in #1540
r1035
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 def pre_run_code_hook(self, ipself):
if not self._reloader.enabled:
raise TryNext
try:
self._reloader.check()
except:
pass
class AutoreloadPlugin(AutoreloadInterface, Plugin):
def __init__(self, shell=None, config=None):
super(AutoreloadPlugin, self).__init__(shell=shell, config=config)
self.shell.define_magic('autoreload', self.magic_autoreload)
self.shell.define_magic('aimport', self.magic_aimport)
self.shell.set_hook('pre_run_code_hook', self.pre_run_code_hook)
vivainio2
add ipy_autoreload (provided in #1540
r1035
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 _loaded = False
Pauli Virtanen
ipy_autoreload: tune documentation a bit, and strip trailing whitespace
r2004
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 def load_ipython_extension(ip):
"""Load the extension in IPython."""
global _loaded
if not _loaded:
Pauli Virtanen
ENH: extensions/autoreload: move methods out of the Plugin class, and rewrite some code to be cleaner
r4840 plugin = AutoreloadPlugin(shell=ip, config=ip.config)
Pauli Virtanen
ENH: extensions: port autoreload to current API
r4702 ip.plugin_manager.register_plugin('autoreload', plugin)
_loaded = True