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bpo-35900: Enable custom reduction callback registration in _pickle (GH-12499)
Enable custom reduction callback registration for functions and classes in _pickle.c, using the new Pickler's attribute ``reducer_override``.
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@ -356,6 +356,18 @@ The :mod:`pickle` module exports two classes, :class:`Pickler` and
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.. versionadded:: 3.3
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.. method:: reducer_override(self, obj)
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Special reducer that can be defined in :class:`Pickler` subclasses. This
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method has priority over any reducer in the :attr:`dispatch_table`. It
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should conform to the same interface as a :meth:`__reduce__` method, and
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can optionally return ``NotImplemented`` to fallback on
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:attr:`dispatch_table`-registered reducers to pickle ``obj``.
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For a detailed example, see :ref:`reducer_override`.
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.. versionadded:: 3.8
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.. attribute:: fast
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Deprecated. Enable fast mode if set to a true value. The fast mode
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@ -791,6 +803,65 @@ A sample usage might be something like this::
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>>> new_reader.readline()
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'3: Goodbye!'
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.. _reducer_override:
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Custom Reduction for Types, Functions, and Other Objects
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--------------------------------------------------------
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.. versionadded:: 3.8
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Sometimes, :attr:`~Pickler.dispatch_table` may not be flexible enough.
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In particular we may want to customize pickling based on another criterion
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than the object's type, or we may want to customize the pickling of
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functions and classes.
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For those cases, it is possible to subclass from the :class:`Pickler` class and
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implement a :meth:`~Pickler.reducer_override` method. This method can return an
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arbitrary reduction tuple (see :meth:`__reduce__`). It can alternatively return
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``NotImplemented`` to fallback to the traditional behavior.
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If both the :attr:`~Pickler.dispatch_table` and
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:meth:`~Pickler.reducer_override` are defined, then
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:meth:`~Pickler.reducer_override` method takes priority.
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.. Note::
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For performance reasons, :meth:`~Pickler.reducer_override` may not be
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called for the following objects: ``None``, ``True``, ``False``, and
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exact instances of :class:`int`, :class:`float`, :class:`bytes`,
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:class:`str`, :class:`dict`, :class:`set`, :class:`frozenset`, :class:`list`
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and :class:`tuple`.
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Here is a simple example where we allow pickling and reconstructing
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a given class::
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import io
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import pickle
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class MyClass:
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my_attribute = 1
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class MyPickler(pickle.Pickler):
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def reducer_override(self, obj):
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"""Custom reducer for MyClass."""
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if getattr(obj, "__name__", None) == "MyClass":
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return type, (obj.__name__, obj.__bases__,
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{'my_attribute': obj.my_attribute})
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else:
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# For any other object, fallback to usual reduction
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return NotImplemented
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f = io.BytesIO()
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p = MyPickler(f)
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p.dump(MyClass)
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del MyClass
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unpickled_class = pickle.loads(f.getvalue())
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assert isinstance(unpickled_class, type)
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assert unpickled_class.__name__ == "MyClass"
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assert unpickled_class.my_attribute == 1
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.. _pickle-restrict:
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@ -497,6 +497,12 @@ class _Pickler:
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self.write(self.get(x[0]))
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return
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rv = NotImplemented
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reduce = getattr(self, "reducer_override", None)
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if reduce is not None:
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rv = reduce(obj)
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if rv is NotImplemented:
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# Check the type dispatch table
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t = type(obj)
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f = self.dispatch.get(t)
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@ -504,12 +510,14 @@ class _Pickler:
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f(self, obj) # Call unbound method with explicit self
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return
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# Check private dispatch table if any, or else copyreg.dispatch_table
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# Check private dispatch table if any, or else
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# copyreg.dispatch_table
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reduce = getattr(self, 'dispatch_table', dispatch_table).get(t)
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if reduce is not None:
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rv = reduce(obj)
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else:
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# Check for a class with a custom metaclass; treat as regular class
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# Check for a class with a custom metaclass; treat as regular
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# class
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if issubclass(t, type):
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self.save_global(obj)
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return
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@ -4,6 +4,7 @@ import dbm
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import io
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import functools
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import os
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import math
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import pickle
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import pickletools
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import shutil
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@ -3013,6 +3014,73 @@ def setstate_bbb(obj, state):
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obj.a = "custom state_setter"
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class AbstractCustomPicklerClass:
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"""Pickler implementing a reducing hook using reducer_override."""
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def reducer_override(self, obj):
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obj_name = getattr(obj, "__name__", None)
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if obj_name == 'f':
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# asking the pickler to save f as 5
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return int, (5, )
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if obj_name == 'MyClass':
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return str, ('some str',)
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elif obj_name == 'g':
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# in this case, the callback returns an invalid result (not a 2-5
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# tuple or a string), the pickler should raise a proper error.
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return False
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elif obj_name == 'h':
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# Simulate a case when the reducer fails. The error should
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# be propagated to the original ``dump`` call.
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raise ValueError('The reducer just failed')
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return NotImplemented
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class AbstractHookTests(unittest.TestCase):
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def test_pickler_hook(self):
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# test the ability of a custom, user-defined CPickler subclass to
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# override the default reducing routines of any type using the method
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# reducer_override
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def f():
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pass
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def g():
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pass
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def h():
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pass
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class MyClass:
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pass
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for proto in range(0, pickle.HIGHEST_PROTOCOL + 1):
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with self.subTest(proto=proto):
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bio = io.BytesIO()
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p = self.pickler_class(bio, proto)
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p.dump([f, MyClass, math.log])
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new_f, some_str, math_log = pickle.loads(bio.getvalue())
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self.assertEqual(new_f, 5)
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self.assertEqual(some_str, 'some str')
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# math.log does not have its usual reducer overriden, so the
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# custom reduction callback should silently direct the pickler
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# to the default pickling by attribute, by returning
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# NotImplemented
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self.assertIs(math_log, math.log)
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with self.assertRaises(pickle.PicklingError):
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p.dump(g)
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with self.assertRaisesRegex(
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ValueError, 'The reducer just failed'):
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p.dump(h)
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class AbstractDispatchTableTests(unittest.TestCase):
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def test_default_dispatch_table(self):
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@ -11,6 +11,7 @@ import weakref
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import unittest
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from test import support
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from test.pickletester import AbstractHookTests
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from test.pickletester import AbstractUnpickleTests
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from test.pickletester import AbstractPickleTests
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from test.pickletester import AbstractPickleModuleTests
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@ -18,6 +19,7 @@ from test.pickletester import AbstractPersistentPicklerTests
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from test.pickletester import AbstractIdentityPersistentPicklerTests
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from test.pickletester import AbstractPicklerUnpicklerObjectTests
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from test.pickletester import AbstractDispatchTableTests
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from test.pickletester import AbstractCustomPicklerClass
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from test.pickletester import BigmemPickleTests
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try:
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@ -253,12 +255,23 @@ if has_c_implementation:
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def get_dispatch_table(self):
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return collections.ChainMap({}, pickle.dispatch_table)
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class PyPicklerHookTests(AbstractHookTests):
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class CustomPyPicklerClass(pickle._Pickler,
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AbstractCustomPicklerClass):
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pass
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pickler_class = CustomPyPicklerClass
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class CPicklerHookTests(AbstractHookTests):
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class CustomCPicklerClass(_pickle.Pickler, AbstractCustomPicklerClass):
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pass
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pickler_class = CustomCPicklerClass
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@support.cpython_only
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class SizeofTests(unittest.TestCase):
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check_sizeof = support.check_sizeof
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def test_pickler(self):
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basesize = support.calcobjsize('6P2n3i2n3iP')
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basesize = support.calcobjsize('6P2n3i2n3i2P')
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p = _pickle.Pickler(io.BytesIO())
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self.assertEqual(object.__sizeof__(p), basesize)
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MT_size = struct.calcsize('3nP0n')
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@ -498,7 +511,7 @@ def test_main():
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tests = [PyPickleTests, PyUnpicklerTests, PyPicklerTests,
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PyPersPicklerTests, PyIdPersPicklerTests,
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PyDispatchTableTests, PyChainDispatchTableTests,
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CompatPickleTests]
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CompatPickleTests, PyPicklerHookTests]
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if has_c_implementation:
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tests.extend([CPickleTests, CUnpicklerTests, CPicklerTests,
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CPersPicklerTests, CIdPersPicklerTests,
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@ -506,6 +519,7 @@ def test_main():
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PyPicklerUnpicklerObjectTests,
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CPicklerUnpicklerObjectTests,
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CDispatchTableTests, CChainDispatchTableTests,
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CPicklerHookTests,
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InMemoryPickleTests, SizeofTests])
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support.run_unittest(*tests)
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support.run_doctest(pickle)
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@ -0,0 +1,2 @@
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enable custom reduction callback registration for functions and classes in
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_pickle.c, using the new Pickler's attribute ``reducer_override``
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@ -616,6 +616,9 @@ typedef struct PicklerObject {
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PyObject *pers_func_self; /* borrowed reference to self if pers_func
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is an unbound method, NULL otherwise */
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PyObject *dispatch_table; /* private dispatch_table, can be NULL */
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PyObject *reducer_override; /* hook for invoking user-defined callbacks
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instead of save_global when pickling
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functions and classes*/
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PyObject *write; /* write() method of the output stream. */
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PyObject *output_buffer; /* Write into a local bytearray buffer before
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@ -1110,6 +1113,7 @@ _Pickler_New(void)
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self->fast_memo = NULL;
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self->max_output_len = WRITE_BUF_SIZE;
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self->output_len = 0;
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self->reducer_override = NULL;
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self->memo = PyMemoTable_New();
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self->output_buffer = PyBytes_FromStringAndSize(NULL,
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@ -2220,7 +2224,7 @@ save_bytes(PicklerObject *self, PyObject *obj)
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Python 2 *and* the appropriate 'bytes' object when unpickled
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using Python 3. Again this is a hack and we don't need to do this
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with newer protocols. */
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PyObject *reduce_value = NULL;
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PyObject *reduce_value;
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int status;
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if (PyBytes_GET_SIZE(obj) == 0) {
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@ -4058,7 +4062,25 @@ save(PicklerObject *self, PyObject *obj, int pers_save)
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status = save_tuple(self, obj);
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goto done;
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}
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else if (type == &PyType_Type) {
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/* Now, check reducer_override. If it returns NotImplemented,
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* fallback to save_type or save_global, and then perhaps to the
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* regular reduction mechanism.
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*/
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if (self->reducer_override != NULL) {
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reduce_value = PyObject_CallFunctionObjArgs(self->reducer_override,
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obj, NULL);
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if (reduce_value == NULL) {
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goto error;
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}
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if (reduce_value != Py_NotImplemented) {
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goto reduce;
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}
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Py_DECREF(reduce_value);
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reduce_value = NULL;
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}
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if (type == &PyType_Type) {
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status = save_type(self, obj);
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goto done;
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}
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@ -4149,6 +4171,7 @@ save(PicklerObject *self, PyObject *obj, int pers_save)
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if (reduce_value == NULL)
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goto error;
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reduce:
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if (PyUnicode_Check(reduce_value)) {
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status = save_global(self, obj, reduce_value);
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goto done;
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@ -4180,6 +4203,20 @@ static int
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dump(PicklerObject *self, PyObject *obj)
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{
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const char stop_op = STOP;
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PyObject *tmp;
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_Py_IDENTIFIER(reducer_override);
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if (_PyObject_LookupAttrId((PyObject *)self, &PyId_reducer_override,
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&tmp) < 0) {
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return -1;
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}
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/* Cache the reducer_override method, if it exists. */
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if (tmp != NULL) {
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Py_XSETREF(self->reducer_override, tmp);
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}
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else {
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Py_CLEAR(self->reducer_override);
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}
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if (self->proto >= 2) {
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char header[2];
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@ -4304,6 +4341,7 @@ Pickler_dealloc(PicklerObject *self)
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Py_XDECREF(self->pers_func);
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Py_XDECREF(self->dispatch_table);
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Py_XDECREF(self->fast_memo);
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Py_XDECREF(self->reducer_override);
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PyMemoTable_Del(self->memo);
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@ -4317,6 +4355,7 @@ Pickler_traverse(PicklerObject *self, visitproc visit, void *arg)
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Py_VISIT(self->pers_func);
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Py_VISIT(self->dispatch_table);
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Py_VISIT(self->fast_memo);
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Py_VISIT(self->reducer_override);
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return 0;
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}
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@ -4328,6 +4367,7 @@ Pickler_clear(PicklerObject *self)
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Py_CLEAR(self->pers_func);
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Py_CLEAR(self->dispatch_table);
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Py_CLEAR(self->fast_memo);
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Py_CLEAR(self->reducer_override);
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if (self->memo != NULL) {
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PyMemoTable *memo = self->memo;
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