540 lines
19 KiB
C++
540 lines
19 KiB
C++
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// Copyright (C) 2006 Douglas Gregor <doug.gregor -at- gmail.com>
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// Use, modification and distribution is subject to the Boost Software
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// License, Version 1.0. (See accompanying file LICENSE_1_0.txt or copy at
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// http://www.boost.org/LICENSE_1_0.txt)
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// Authors: Douglas Gregor
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/** @file serialize.hpp
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*
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* This file provides Boost.Serialization support for Python objects
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* within Boost.MPI. Python objects can be serialized in one of two
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* ways. The default serialization method involves using the Python
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* "pickle" module to pickle the Python objects, transmits the
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* pickled representation, and unpickles the result when
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* received. For C++ types that have been exposed to Python and
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* registered with register_serialized(), objects are directly
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* serialized for transmissing, skipping the pickling step.
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*/
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#ifndef BOOST_MPI_PYTHON_SERIALIZE_HPP
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#define BOOST_MPI_PYTHON_SERIALIZE_HPP
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#include <boost/mpi/python/config.hpp>
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#include <boost/python/object.hpp>
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#include <boost/python/str.hpp>
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#include <boost/python/extract.hpp>
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#include <memory>
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#include <map>
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#include <boost/function/function3.hpp>
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#include <boost/mpl/bool.hpp>
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#include <boost/mpl/if.hpp>
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#include <boost/serialization/split_free.hpp>
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#include <boost/serialization/array.hpp>
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#include <boost/assert.hpp>
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#include <boost/type_traits/is_fundamental.hpp>
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#define BOOST_MPI_PYTHON_FORWARD_ONLY
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#include <boost/mpi/python.hpp>
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/************************************************************************
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* Boost.Python Serialization Section *
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************************************************************************/
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#if !defined(BOOST_NO_SFINAE) && !defined(BOOST_NO_IS_CONVERTIBLE)
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/**
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* @brief Declare IArchive and OArchive as a Boost.Serialization
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* archives that can be used for Python objects.
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*
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* This macro can only be expanded from the global namespace. It only
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* requires that Archiver be forward-declared. IArchiver and OArchiver
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* will only support Serialization of Python objects by pickling
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* them. If the Archiver type should also support "direct"
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* serialization (for C++ types), use
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE instead.
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*/
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# define BOOST_PYTHON_SERIALIZATION_ARCHIVE(IArchiver, OArchiver) \
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namespace boost { namespace python { namespace api { \
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template<typename R, typename T> \
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struct enable_binary< IArchiver , R, T> {}; \
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\
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template<typename R, typename T> \
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struct enable_binary< OArchiver , R, T> {}; \
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} } }
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# else
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# define BOOST_PYTHON_SERIALIZATION_ARCHIVE(IArchiver, OArchiver)
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#endif
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/**
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* @brief Declare IArchiver and OArchiver as a Boost.Serialization
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* archives that can be used for Python objects and C++ objects
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* wrapped in Python.
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*
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* This macro can only be expanded from the global namespace. It only
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* requires that IArchiver and OArchiver be forward-declared. However,
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* note that you will also need to write
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE_IMPL(IArchiver,
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* OArchiver) in one of your translation units.
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DPG PICK UP HERE
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*/
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#define BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE(IArchiver, OArchiver) \
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BOOST_PYTHON_SERIALIZATION_ARCHIVE(IArchiver, OArchiver) \
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namespace boost { namespace python { namespace detail { \
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template<> \
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BOOST_MPI_PYTHON_DECL direct_serialization_table< IArchiver , OArchiver >& \
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get_direct_serialization_table< IArchiver , OArchiver >(); \
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} \
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\
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template<> \
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struct has_direct_serialization< IArchiver , OArchiver> : mpl::true_ { }; \
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\
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template<> \
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struct output_archiver< IArchiver > { typedef OArchiver type; }; \
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\
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template<> \
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struct input_archiver< OArchiver > { typedef IArchiver type; }; \
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} }
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/**
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* @brief Define the implementation for Boost.Serialization archivers
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* that can be used for Python objects and C++ objects wrapped in
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* Python.
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*
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* This macro can only be expanded from the global namespace. It only
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* requires that IArchiver and OArchiver be forward-declared. Before
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* using this macro, you will need to declare IArchiver and OArchiver
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* as direct serialization archives with
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE(IArchiver, OArchiver).
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*/
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#define BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE_IMPL(IArchiver, OArchiver) \
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namespace boost { namespace python { namespace detail { \
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template \
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class BOOST_MPI_PYTHON_DECL direct_serialization_table< IArchiver , OArchiver >; \
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\
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template<> \
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BOOST_MPI_PYTHON_DECL \
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direct_serialization_table< IArchiver , OArchiver >& \
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get_direct_serialization_table< IArchiver , OArchiver >( ) \
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{ \
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static direct_serialization_table< IArchiver, OArchiver > table; \
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return table; \
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} \
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} } }
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namespace boost { namespace python {
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/**
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* INTERNAL ONLY
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*
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* Provides access to the Python "pickle" module from within C++.
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*/
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class BOOST_MPI_PYTHON_DECL pickle {
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struct data_t;
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public:
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static str dumps(object obj, int protocol = -1);
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static object loads(str s);
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private:
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static void initialize_data();
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static data_t* data;
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};
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/**
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* @brief Whether the input/output archiver pair has "direct"
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* serialization for C++ objects exposed in Python.
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*
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* Users do not typically need to specialize this trait, as it will be
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* specialized as part of the macro
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE.
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*/
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template<typename IArchiver, typename OArchiver>
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struct has_direct_serialization : mpl::false_ { };
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/**
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* @brief A metafunction that determines the output archiver for the
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* given input archiver.
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*
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* Users do not typically need to specialize this trait, as it will be
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* specialized as part of the macro
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE.
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*/
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template<typename IArchiver> struct output_archiver { };
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/**
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* @brief A metafunction that determines the input archiver for the
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* given output archiver.
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*
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* Users do not typically need to specialize this trait, as it will be
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* specialized as part of the macro
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE.
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*
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*/
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template<typename OArchiver> struct input_archiver { };
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namespace detail {
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/**
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* INTERNAL ONLY
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*
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* This class contains the direct-serialization code for the given
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* IArchiver/OArchiver pair. It is intended to be used as a
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* singleton class, and will be accessed when (de-)serializing a
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* Boost.Python object with an archiver that supports direct
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* serializations. Do not create instances of this class directly:
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* instead, use get_direct_serialization_table.
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*/
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template<typename IArchiver, typename OArchiver>
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class BOOST_MPI_PYTHON_DECL direct_serialization_table
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{
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public:
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typedef boost::function3<void, OArchiver&, const object&, const unsigned int>
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saver_t;
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typedef boost::function3<void, IArchiver&, object&, const unsigned int>
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loader_t;
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typedef std::map<PyTypeObject*, std::pair<int, saver_t> > savers_t;
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typedef std::map<int, loader_t> loaders_t;
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/**
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* Retrieve the saver (serializer) associated with the Python
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* object @p obj.
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*
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* @param obj The object we want to save. Only its (Python) type
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* is important.
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*
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* @param descriptor The value of the descriptor associated to
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* the returned saver. Will be set to zero if no saver was found
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* for @p obj.
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*
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* @returns a function object that can be used to serialize this
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* object (and other objects of the same type), if possible. If
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* no saver can be found, returns an empty function object..
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*/
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saver_t saver(const object& obj, int& descriptor)
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{
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typename savers_t::iterator pos = savers.find(obj.ptr()->ob_type);
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if (pos != savers.end()) {
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descriptor = pos->second.first;
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return pos->second.second;
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}
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else {
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descriptor = 0;
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return saver_t();
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}
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}
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/**
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* Retrieve the loader (deserializer) associated with the given
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* descriptor.
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*
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* @param descriptor The descriptor number provided by saver()
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* when determining the saver for this type.
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*
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* @returns a function object that can be used to deserialize an
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* object whose type is the same as that corresponding to the
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* descriptor. If the descriptor is unknown, the return value
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* will be an empty function object.
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*/
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loader_t loader(int descriptor)
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{
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typename loaders_t::iterator pos = loaders.find(descriptor);
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if (pos != loaders.end())
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return pos->second;
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else
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return loader_t();
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}
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/**
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* Register the type T for direct serialization.
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*
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* @param value A sample value of the type @c T. This may be used
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* to compute the Python type associated with the C++ type @c T.
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*
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* @param type The Python type associated with the C++ type @c
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* T. If not provided, it will be computed from the same value @p
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* value.
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*/
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template<typename T>
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void register_type(const T& value = T(), PyTypeObject* type = 0)
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{
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// If the user did not provide us with a Python type, figure it
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// out for ourselves.
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if (!type) {
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object obj(value);
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type = obj.ptr()->ob_type;
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}
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register_type(default_saver<T>(), default_loader<T>(type), value, type);
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}
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/**
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* Register the type T for direct serialization.
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*
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* @param saver A function object that will serialize a
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* Boost.Python object (that represents a C++ object of type @c
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* T) to an @c OArchive.
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*
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* @param loader A function object that will deserialize from an
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* @c IArchive into a Boost.Python object that represents a C++
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* object of type @c T.
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*
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* @param value A sample value of the type @c T. This may be used
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* to compute the Python type associated with the C++ type @c T.
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*
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* @param type The Python type associated with the C++ type @c
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* T. If not provided, it will be computed from the same value @p
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* value.
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*/
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template<typename T>
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void register_type(const saver_t& saver, const loader_t& loader,
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const T& value = T(), PyTypeObject* type = 0)
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{
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// If the user did not provide us with a Python type, figure it
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// out for ourselves.
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if (!type) {
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object obj(value);
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type = obj.ptr()->ob_type;
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}
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int descriptor = savers.size() + 1;
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if (savers.find(type) != savers.end())
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return;
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savers[type] = std::make_pair(descriptor, saver);
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loaders[descriptor] = loader;
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}
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protected:
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template<typename T>
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struct default_saver {
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void operator()(OArchiver& ar, const object& obj, const unsigned int) {
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T value = extract<T>(obj)();
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ar << value;
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}
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};
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template<typename T>
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struct default_loader {
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default_loader(PyTypeObject* type) : type(type) { }
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void operator()(IArchiver& ar, object& obj, const unsigned int) {
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// If we can, extract the object in place.
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if (!is_fundamental<T>::value && obj && obj.ptr()->ob_type == type) {
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ar >> extract<T&>(obj)();
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} else {
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T value;
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ar >> value;
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obj = object(value);
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}
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}
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private:
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PyTypeObject* type;
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};
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savers_t savers;
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loaders_t loaders;
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};
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/**
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* @brief Retrieve the direct-serialization table for an
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* IArchiver/OArchiver pair.
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*
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* This function is responsible for returning a reference to the
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* singleton direct-serialization table. Its primary template is
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* left undefined, to force the use of an explicit specialization
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* with a definition in a single translation unit. Use the macro
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* BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE_IMPL to define this
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* explicit specialization.
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*/
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template<typename IArchiver, typename OArchiver>
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direct_serialization_table<IArchiver, OArchiver>&
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get_direct_serialization_table();
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} // end namespace detail
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/**
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* @brief Register the type T for direct serialization.
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*
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* The @c register_serialized function registers a C++ type for direct
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* serialization with the given @c IArchiver/@c OArchiver pair. Direct
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* serialization elides the use of the Python @c pickle package when
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* serializing Python objects that represent C++ values. Direct
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* serialization can be beneficial both to improve serialization
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* performance (Python pickling can be very inefficient) and to permit
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* serialization for Python-wrapped C++ objects that do not support
|
||
|
|
* pickling.
|
||
|
|
*
|
||
|
|
* @param value A sample value of the type @c T. This may be used
|
||
|
|
* to compute the Python type associated with the C++ type @c T.
|
||
|
|
*
|
||
|
|
* @param type The Python type associated with the C++ type @c
|
||
|
|
* T. If not provided, it will be computed from the same value @p
|
||
|
|
* value.
|
||
|
|
*/
|
||
|
|
template<typename IArchiver, typename OArchiver, typename T>
|
||
|
|
void
|
||
|
|
register_serialized(const T& value = T(), PyTypeObject* type = 0)
|
||
|
|
{
|
||
|
|
detail::direct_serialization_table<IArchiver, OArchiver>& table =
|
||
|
|
detail::get_direct_serialization_table<IArchiver, OArchiver>();
|
||
|
|
table.register_type(value, type);
|
||
|
|
}
|
||
|
|
|
||
|
|
namespace detail {
|
||
|
|
|
||
|
|
/// Save a Python object by pickling it.
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
save_impl(Archiver& ar, const boost::python::object& obj,
|
||
|
|
const unsigned int /*version*/,
|
||
|
|
mpl::false_ /*has_direct_serialization*/)
|
||
|
|
{
|
||
|
|
boost::python::str py_string = boost::python::pickle::dumps(obj);
|
||
|
|
int len = boost::python::extract<int>(py_string.attr("__len__")());
|
||
|
|
const char* string = boost::python::extract<const char*>(py_string);
|
||
|
|
ar << len << boost::serialization::make_array(string, len);
|
||
|
|
}
|
||
|
|
|
||
|
|
/// Try to save a Python object by directly serializing it; fall back
|
||
|
|
/// on pickling if required.
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
save_impl(Archiver& ar, const boost::python::object& obj,
|
||
|
|
const unsigned int version,
|
||
|
|
mpl::true_ /*has_direct_serialization*/)
|
||
|
|
{
|
||
|
|
typedef Archiver OArchiver;
|
||
|
|
typedef typename input_archiver<OArchiver>::type IArchiver;
|
||
|
|
typedef typename direct_serialization_table<IArchiver, OArchiver>::saver_t
|
||
|
|
saver_t;
|
||
|
|
|
||
|
|
direct_serialization_table<IArchiver, OArchiver>& table =
|
||
|
|
get_direct_serialization_table<IArchiver, OArchiver>();
|
||
|
|
|
||
|
|
int descriptor = 0;
|
||
|
|
if (saver_t saver = table.saver(obj, descriptor)) {
|
||
|
|
ar << descriptor;
|
||
|
|
saver(ar, obj, version);
|
||
|
|
} else {
|
||
|
|
// Pickle it
|
||
|
|
ar << descriptor;
|
||
|
|
detail::save_impl(ar, obj, version, mpl::false_());
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
/// Load a Python object by unpickling it
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
load_impl(Archiver& ar, boost::python::object& obj,
|
||
|
|
const unsigned int /*version*/,
|
||
|
|
mpl::false_ /*has_direct_serialization*/)
|
||
|
|
{
|
||
|
|
int len;
|
||
|
|
ar >> len;
|
||
|
|
|
||
|
|
std::auto_ptr<char> string(new char[len]);
|
||
|
|
ar >> boost::serialization::make_array(string.get(), len);
|
||
|
|
boost::python::str py_string(string.get(), len);
|
||
|
|
obj = boost::python::pickle::loads(py_string);
|
||
|
|
}
|
||
|
|
|
||
|
|
/// Try to load a Python object by directly deserializing it; fall back
|
||
|
|
/// on unpickling if required.
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
load_impl(Archiver& ar, boost::python::object& obj,
|
||
|
|
const unsigned int version,
|
||
|
|
mpl::true_ /*has_direct_serialization*/)
|
||
|
|
{
|
||
|
|
typedef Archiver IArchiver;
|
||
|
|
typedef typename output_archiver<IArchiver>::type OArchiver;
|
||
|
|
typedef typename direct_serialization_table<IArchiver, OArchiver>::loader_t
|
||
|
|
loader_t;
|
||
|
|
|
||
|
|
direct_serialization_table<IArchiver, OArchiver>& table =
|
||
|
|
get_direct_serialization_table<IArchiver, OArchiver>();
|
||
|
|
|
||
|
|
int descriptor;
|
||
|
|
ar >> descriptor;
|
||
|
|
|
||
|
|
if (descriptor) {
|
||
|
|
loader_t loader = table.loader(descriptor);
|
||
|
|
BOOST_ASSERT(loader);
|
||
|
|
|
||
|
|
loader(ar, obj, version);
|
||
|
|
} else {
|
||
|
|
// Unpickle it
|
||
|
|
detail::load_impl(ar, obj, version, mpl::false_());
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
} // end namespace detail
|
||
|
|
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
save(Archiver& ar, const boost::python::object& obj,
|
||
|
|
const unsigned int version)
|
||
|
|
{
|
||
|
|
typedef Archiver OArchiver;
|
||
|
|
typedef typename input_archiver<OArchiver>::type IArchiver;
|
||
|
|
|
||
|
|
detail::save_impl(ar, obj, version,
|
||
|
|
has_direct_serialization<IArchiver, OArchiver>());
|
||
|
|
}
|
||
|
|
|
||
|
|
template<typename Archiver>
|
||
|
|
void
|
||
|
|
load(Archiver& ar, boost::python::object& obj,
|
||
|
|
const unsigned int version)
|
||
|
|
{
|
||
|
|
typedef Archiver IArchiver;
|
||
|
|
typedef typename output_archiver<IArchiver>::type OArchiver;
|
||
|
|
|
||
|
|
detail::load_impl(ar, obj, version,
|
||
|
|
has_direct_serialization<IArchiver, OArchiver>());
|
||
|
|
}
|
||
|
|
|
||
|
|
template<typename Archive>
|
||
|
|
inline void
|
||
|
|
serialize(Archive& ar, boost::python::object& obj, const unsigned int version)
|
||
|
|
{
|
||
|
|
boost::serialization::split_free(ar, obj, version);
|
||
|
|
}
|
||
|
|
|
||
|
|
} } // end namespace boost::python
|
||
|
|
|
||
|
|
/************************************************************************
|
||
|
|
* Boost.MPI-Specific Section *
|
||
|
|
************************************************************************/
|
||
|
|
namespace boost { namespace mpi {
|
||
|
|
class packed_iarchive;
|
||
|
|
class packed_oarchive;
|
||
|
|
} } // end namespace boost::mpi
|
||
|
|
|
||
|
|
BOOST_PYTHON_DIRECT_SERIALIZATION_ARCHIVE(
|
||
|
|
::boost::mpi::packed_iarchive,
|
||
|
|
::boost::mpi::packed_oarchive)
|
||
|
|
|
||
|
|
namespace boost { namespace mpi { namespace python {
|
||
|
|
|
||
|
|
template<typename T>
|
||
|
|
void
|
||
|
|
register_serialized(const T& value, PyTypeObject* type)
|
||
|
|
{
|
||
|
|
using boost::python::register_serialized;
|
||
|
|
register_serialized<packed_iarchive, packed_oarchive>(value, type);
|
||
|
|
}
|
||
|
|
|
||
|
|
} } } // end namespace boost::mpi::python
|
||
|
|
|
||
|
|
#endif // BOOST_MPI_PYTHON_SERIALIZE_HPP
|