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			694 lines
		
	
	
		
			24 KiB
		
	
	
	
		
			Plaintext
		
	
	
	
	
	
| // Copyright (C) 2004-2008 The Trustees of Indiana University.
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| 
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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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| 
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| //  Authors: Douglas Gregor
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| //           Nick Edmonds
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| //           Andrew Lumsdaine
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| 
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| // The placement of this #include probably looks very odd relative to
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| // the #ifndef/#define pair below. However, this placement is
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| // extremely important to allow the various property map headers to be
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| // included in any order.
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| #include <boost/property_map/property_map.hpp>
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| 
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| #ifndef BOOST_PARALLEL_DISTRIBUTED_PROPERTY_MAP_HPP
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| #define BOOST_PARALLEL_DISTRIBUTED_PROPERTY_MAP_HPP
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| 
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| #include <boost/assert.hpp>
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| #include <boost/type_traits/is_base_and_derived.hpp>
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| #include <boost/shared_ptr.hpp>
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| #include <boost/weak_ptr.hpp>
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| #include <boost/optional.hpp>
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| #include <boost/property_map/parallel/process_group.hpp>
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| #include <boost/function/function1.hpp>
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| #include <vector>
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| #include <set>
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| #include <boost/property_map/parallel/basic_reduce.hpp>
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| #include <boost/property_map/parallel/detail/untracked_pair.hpp>
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| #include <boost/type_traits/is_same.hpp>
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| #include <boost/property_map/parallel/local_property_map.hpp>
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| #include <map>
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| #include <boost/version.hpp>
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| #include <boost/property_map/parallel/unsafe_serialize.hpp>
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| #include <boost/multi_index_container.hpp>
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| #include <boost/multi_index/hashed_index.hpp>
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| #include <boost/multi_index/member.hpp>
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| #include <boost/multi_index/sequenced_index.hpp>
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| 
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| // Serialization functions for constructs we use
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| #include <boost/serialization/utility.hpp>
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| 
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| namespace boost { namespace parallel {
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| 
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| namespace detail {
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|   /**************************************************************************
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|    * Metafunction that degrades an Lvalue Property Map category tag to
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|    * a Read Write Property Map category tag.
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|    **************************************************************************/
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|   template<bool IsLvaluePropertyMap>
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|   struct make_nonlvalue_property_map
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|   {
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|     template<typename T> struct apply { typedef T type; };
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|   };
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| 
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|   template<>
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|   struct make_nonlvalue_property_map<true>
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|   {
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|     template<typename>
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|     struct apply
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|     {
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|       typedef read_write_property_map_tag type;
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|     };
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|   };
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| 
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|   /**************************************************************************
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|    * Performs a "put" on a property map so long as the property map is
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|    * a Writable Property Map or a mutable Lvalue Property Map. This
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|    * is required because the distributed property map's message
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|    * handler handles "put" messages even for a const property map,
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|    * although receipt of a "put" message is ill-formed.
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|    **************************************************************************/
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|   template<bool IsLvaluePropertyMap>
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|   struct maybe_put_in_lvalue_pm
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|   {
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|     template<typename PropertyMap, typename Key, typename Value>
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|     static inline void
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|     do_put(PropertyMap, const Key&, const Value&)
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|     { BOOST_ASSERT(false); }
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|   };
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| 
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|   template<>
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|   struct maybe_put_in_lvalue_pm<true>
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|   {
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|     template<typename PropertyMap, typename Key, typename Value>
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|     static inline void
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|     do_put(PropertyMap pm, const Key& key, const Value& value)
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|     {
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|       using boost::put;
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| 
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|       put(pm, key, value);
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|     }
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|   };
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| 
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|   template<typename PropertyMap, typename Key, typename Value>
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|   inline void
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|   maybe_put_impl(PropertyMap pm, const Key& key, const Value& value,
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|                  writable_property_map_tag)
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|   {
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|     using boost::put;
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| 
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|     put(pm, key, value);
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|   }
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| 
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|   template<typename PropertyMap, typename Key, typename Value>
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|   inline void
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|   maybe_put_impl(PropertyMap pm, const Key& key, const Value& value,
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|                  lvalue_property_map_tag)
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|   {
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|     typedef typename property_traits<PropertyMap>::value_type value_type;
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|     typedef typename property_traits<PropertyMap>::reference reference;
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|     // DPG TBD: Some property maps are improperly characterized as
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|     // lvalue_property_maps, when in fact they do not provide true
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|     // references. The most typical example is those property maps
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|     // built from vector<bool> and its iterators, which deal with
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|     // proxies. We don't want to mischaracterize these as not having a
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|     // "put" operation, so we only consider an lvalue_property_map as
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|     // constant if its reference is const value_type&. In fact, this
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|     // isn't even quite correct (think of a
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|     // vector<bool>::const_iterator), but at present C++ doesn't
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|     // provide us with any alternatives.
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|     typedef is_same<const value_type&, reference> is_constant;
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| 
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|     maybe_put_in_lvalue_pm<(!is_constant::value)>::do_put(pm, key, value);
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|   }
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| 
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|   template<typename PropertyMap, typename Key, typename Value>
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|   inline void
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|   maybe_put_impl(PropertyMap, const Key&, const Value&, ...)
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|   { BOOST_ASSERT(false); }
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| 
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|   template<typename PropertyMap, typename Key, typename Value>
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|   inline void
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|   maybe_put(PropertyMap pm, const Key& key, const Value& value)
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|   {
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|     maybe_put_impl(pm, key, value,
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|                    typename property_traits<PropertyMap>::category());
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|   }
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| } // end namespace detail
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| 
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| /** The consistency model used by the distributed property map. */
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| enum consistency_model {
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|   cm_forward = 1 << 0,
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|   cm_backward = 1 << 1,
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|   cm_bidirectional = cm_forward | cm_backward,
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|   cm_flush = 1 << 2,
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|   cm_reset = 1 << 3,
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|   cm_clear = 1 << 4
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| };
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| 
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| /** Distributed property map adaptor.
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|  *
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|  *  The distributed property map adaptor is a property map whose
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|  *  stored values are distributed across multiple non-overlapping
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|  *  memory spaces on different processes. Values local to the current
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|  *  process are stored within a local property map and may be
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|  *  immediately accessed via @c get and @c put. Values stored on
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|  *  remote processes may also be access via @c get and @c put, but the
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|  *  behavior differs slightly:
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|  *
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|  *  - @c put operations update a local ghost cell and send a "put"
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|  *    message to the process that owns the value. The owner is free to
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|  *    update its own "official" value or may ignore the put request.
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|  *
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|  *  - @c get operations returns the contents of the local ghost
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|  *    cell. If no ghost cell is available, one is created using the
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|  *    default value provided by the "reduce" operation. See, e.g.,
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|  *    @ref basic_reduce and @ref property_reduce.
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|  *
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|  * Using distributed property maps requires a bit more care than using
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|  * local, sequential property maps. While the syntax and semantics are
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|  * similar, distributed property maps may contain out-of-date
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|  * information that can only be guaranteed to be synchronized by
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|  * calling the @ref synchronize function in all processes.
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|  *
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|  * To address the issue of out-of-date values, distributed property
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|  * maps are supplied with a reduction operation. The reduction
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|  * operation has two roles:
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|  *
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|  *   -# When a value is needed for a remote key but no value is
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|  *      immediately available, the reduction operation provides a
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|  *      suitable default. For instance, a distributed property map
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|  *      storing distances may have a reduction operation that returns
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|  *      an infinite value as the default, whereas a distributed
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|  *      property map for vertex colors may return white as the
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|  *      default.
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|  *
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|  *   -# When a value is received from a remote process, the process
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|  *      owning the key associated with that value must determine which
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|  *      value---the locally stored value, the value received from a
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|  *      remote process, or some combination of the two---will be
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|  *      stored as the "official" value in the property map. The
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|  *      reduction operation transforms the local and remote values
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|  *      into the "official" value to be stored.
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|  *
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|  * @tparam ProcessGroup the type of the process group over which the
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|  * property map is distributed and is also the medium for
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|  * communication.
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|  *
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|  * @tparam StorageMap the type of the property map that will
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|  * store values for keys local to this processor. The @c value_type of
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|  * this property map will become the @c value_type of the distributed
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|  * property map. The distributed property map models the same property
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|  * map concepts as the @c LocalPropertyMap, with one exception: a
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|  * distributed property map cannot be an LvaluePropertyMap (because
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|  * remote values are not addressable), and is therefore limited to
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|  * ReadWritePropertyMap.
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|  */
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| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
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| class distributed_property_map
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| {
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|  public:
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|   /// The key type of the property map.
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|   typedef typename property_traits<GlobalMap>::key_type key_type;
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| 
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|   /// The value type of the property map.
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|   typedef typename property_traits<StorageMap>::value_type value_type;
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|   typedef typename property_traits<StorageMap>::reference  reference;
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|   typedef ProcessGroup                        process_group_type;
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| 
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|  private:
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|   typedef distributed_property_map            self_type;
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|   typedef typename property_traits<StorageMap>::category local_category;
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|   typedef typename property_traits<StorageMap>::key_type local_key_type;
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|   typedef typename property_traits<GlobalMap>::value_type owner_local_pair;
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|   typedef typename ProcessGroup::process_id_type process_id_type;
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| 
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|   enum property_map_messages {
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|     /** A request to store a value in a property map. The message
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|      * contains a std::pair<key, data>.
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|      */
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|     property_map_put,
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| 
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|     /** A request to retrieve a particular value in a property
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|      *  map. The message contains a key. The owner of that key will
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|      *  reply with a value.
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|      */
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|     property_map_get,
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| 
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|     /** A request to update values stored on a remote processor. The
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|      * message contains a vector of keys for which the source
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|      * requests updated values. This message will only be transmitted
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|      * during synchronization.
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|      */
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|     property_map_multiget,
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| 
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|     /** A request to store values in a ghost cell. This message
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|      * contains a vector of key/value pairs corresponding to the
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|      * sequence of keys sent to the source processor.
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|      */
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|     property_map_multiget_reply,
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| 
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|     /** The payload containing a vector of local key-value pairs to be
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|      * put into the remote property map. A key-value std::pair will be
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|      * used to store each local key-value pair.
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|      */
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|     property_map_multiput
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|   };
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| 
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|   // Code from Joaquín M López Muñoz to work around unusual implementation of
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|   // std::pair in VC++ 10:
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|   template<typename First,typename Second>
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|   class pair_first_extractor {
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|     typedef std::pair<First,Second> value_type;
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| 
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|     public:
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|     typedef First result_type;
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|     const result_type& operator()(const value_type& x) const {
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|       return x.first;
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|     }
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| 
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|     result_type& operator()(value_type& x) const {
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|       return x.first;
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|     }
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|   };
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| 
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|  public:
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|   /// The type of the ghost cells
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|   typedef multi_index::multi_index_container<
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|             std::pair<key_type, value_type>,
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|             multi_index::indexed_by<
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|               multi_index::sequenced<>,
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|               multi_index::hashed_unique<
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|                 pair_first_extractor<key_type, value_type>
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|               >
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|             >
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|           > ghost_cells_type;
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| 
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|   /// Iterator into the ghost cells
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|   typedef typename ghost_cells_type::iterator iterator;
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| 
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|   /// Key-based index into the ghost cells
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|   typedef typename ghost_cells_type::template nth_index<1>::type
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|     ghost_cells_key_index_type;
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| 
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|   /// Iterator into the ghost cells (by key)
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|   typedef typename ghost_cells_key_index_type::iterator key_iterator;
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| 
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|   /** The property map category.  A distributed property map cannot be
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|    * an Lvalue Property Map, because values on remote processes cannot
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|    * be addresses.
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|    */
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|   typedef typename detail::make_nonlvalue_property_map<
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|     (is_base_and_derived<lvalue_property_map_tag, local_category>::value
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|      || is_same<lvalue_property_map_tag, local_category>::value)>
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|     ::template apply<local_category>::type category;
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| 
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|   /** Default-construct a distributed property map.  This function
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|    * creates an initialized property map that must be assigned to a
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|    * valid value before being used. It is only provided here because
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|    * property maps must be Default Constructible.
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|    */
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|   distributed_property_map() {}
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| 
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|   /** Construct a distributed property map.  Builds a distributed
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|    * property map communicating over the given process group and using
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|    * the given local property map for storage. Since no reduction
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|    * operation is provided, the default reduction operation @c
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|    * basic_reduce<value_type> is used.
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|    */
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|   distributed_property_map(const ProcessGroup& pg, const GlobalMap& global,
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|                            const StorageMap& pm)
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|     : data(new data_t(pg, global, pm, basic_reduce<value_type>(), false))
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|   {
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|     typedef handle_message<basic_reduce<value_type> > Handler;
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| 
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|     data->ghost_cells.reset(new ghost_cells_type());
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|     Handler handler(data);
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|     data->process_group.replace_handler(handler, true);
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|     data->process_group.template get_receiver<Handler>()
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|       ->setup_triggers(data->process_group);
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|   }
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| 
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|   /** Construct a distributed property map.  Builds a distributed
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|    * property map communicating over the given process group and using
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|    * the given local property map for storage. The given @p reduce
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|    * parameter is used as the reduction operation.
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|    */
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|   template<typename Reduce>
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|   distributed_property_map(const ProcessGroup& pg, const GlobalMap& global,
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|                            const StorageMap& pm,
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|                            const Reduce& reduce);
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| 
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|   ~distributed_property_map();
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| 
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|   /// Set the reduce operation of the distributed property map.
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|   template<typename Reduce>
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|   void set_reduce(const Reduce& reduce);
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| 
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|   // Set the consistency model for the distributed property map
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|   void set_consistency_model(int model);
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| 
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|   // Get the consistency model
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|   int get_consistency_model() const { return data->model; }
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| 
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|   // Set the maximum number of ghost cells that we are allowed to
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|   // maintain. If 0, all ghost cells will be retained.
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|   void set_max_ghost_cells(std::size_t max_ghost_cells);
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| 
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|   // Clear out all ghost cells
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|   void clear();
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| 
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|   // Reset the values in all ghost cells to the default value
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|   void reset();
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| 
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|   // Flush all values destined for remote processors
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|   void flush();
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| 
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|   reference operator[](const key_type& key) const
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|   {
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|     owner_local_pair p = get(data->global, key);
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| 
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|     if (p.first == process_id(data->process_group)) {
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|       return data->storage[p.second];
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|     } else {
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|       return cell(key);
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|     }
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|   }
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| 
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|   process_group_type process_group() const
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|   {
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|     return data->process_group.base();
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|   }
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| 
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|   StorageMap&       base()       { return data->storage; }
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|   const StorageMap& base() const { return data->storage; }
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| 
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|   /** Sends a "put" request.
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|    * \internal
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|    *
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|    */
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|   void
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|   request_put(process_id_type p, const key_type& k, const value_type& v) const
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|   {
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|     send(data->process_group, p, property_map_put,
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|          boost::parallel::detail::make_untracked_pair(k, v));
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|   }
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| 
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|   /** Access the ghost cell for the given key.
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|    * \internal
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|    */
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|   value_type& cell(const key_type& k, bool request_if_missing = true) const;
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| 
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|   /** Perform synchronization
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|    * \internal
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|    */
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|   void do_synchronize();
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| 
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|   const GlobalMap& global() const { return data->global; }
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|   GlobalMap&       global()       { return data->global; }
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| 
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|   struct data_t
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|   {
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|     data_t(const ProcessGroup& pg, const GlobalMap& global,
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|            const StorageMap& pm, const function1<value_type, key_type>& dv,
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|            bool has_default_resolver)
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|       : process_group(pg), global(global), storage(pm),
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|         ghost_cells(), max_ghost_cells(1000000), get_default_value(dv),
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|         has_default_resolver(has_default_resolver), model(cm_forward) { }
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| 
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|     /// The process group
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|     ProcessGroup process_group;
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| 
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|     /// A mapping from the keys of this property map to the global
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|     /// descriptor.
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|     GlobalMap global;
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| 
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|     /// Local property map
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|     StorageMap storage;
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| 
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|     /// The ghost cells
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|     shared_ptr<ghost_cells_type> ghost_cells;
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| 
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|     /// The maximum number of ghost cells we are permitted to hold. If
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|     /// zero, we are permitted to have an infinite number of ghost
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|     /// cells.
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|     std::size_t max_ghost_cells;
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| 
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|     /// Default value for remote ghost cells, as defined by the
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|     /// reduction operation.
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|     function1<value_type, key_type> get_default_value;
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| 
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|     /// True if this resolver is the "default" resolver, meaning that
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|     /// we should not be able to get() a default value; it needs to be
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|     /// request()ed first.
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|     bool has_default_resolver;
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| 
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|     // Current consistency model
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|     int model;
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| 
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|     // Function that resets all of the ghost cells to their default
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|     // values. It knows the type of the resolver, so we can eliminate
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|     // a large number of calls through function pointers.
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|     void (data_t::*reset)();
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| 
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|     // Clear out all ghost cells
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|     void clear();
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| 
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|     // Flush all values destined for remote processors
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|     void flush();
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| 
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|     // Send out requests to "refresh" the values of ghost cells that
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|     // we're holding.
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|     void refresh_ghost_cells();
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| 
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|   private:
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|     template<typename Resolver> void do_reset();
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| 
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|     friend class distributed_property_map;
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|   };
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|   friend struct data_t;
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| 
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|   shared_ptr<data_t> data;
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| 
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|  private:
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|   // Prunes the least recently used ghost cells until we have @c
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|   // max_ghost_cells or fewer ghost cells.
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|   void prune_ghost_cells() const;
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| 
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|   /** Handles incoming messages.
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|    *
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|    * This function object is responsible for handling all incoming
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|    * messages for the distributed property map.
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|    */
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|   template<typename Reduce>
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|   struct handle_message
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|   {
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|     explicit handle_message(const shared_ptr<data_t>& data,
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|                             const Reduce& reduce = Reduce())
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|       : data_ptr(data), reduce(reduce) { }
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| 
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|     void operator()(process_id_type source, int tag);
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| 
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|     /// Individual message handlers
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|     void
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|     handle_put(int source, int tag,
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|                const boost::parallel::detail::untracked_pair<key_type, value_type>& data,
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|                trigger_receive_context);
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| 
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|     value_type
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|     handle_get(int source, int tag, const key_type& data,
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|                trigger_receive_context);
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| 
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|     void
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|     handle_multiget(int source, int tag,
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|                     const std::vector<key_type>& data,
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|                     trigger_receive_context);
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| 
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|     void
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|     handle_multiget_reply
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|       (int source, int tag,
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|        const std::vector<boost::parallel::detail::untracked_pair<key_type, value_type> >& msg,
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|        trigger_receive_context);
 | |
| 
 | |
|     void
 | |
|     handle_multiput
 | |
|       (int source, int tag,
 | |
|        const std::vector<unsafe_pair<local_key_type, value_type> >& data,
 | |
|        trigger_receive_context);
 | |
| 
 | |
|     void setup_triggers(process_group_type& pg);
 | |
| 
 | |
|   private:
 | |
|     weak_ptr<data_t> data_ptr;
 | |
|     Reduce reduce;
 | |
|   };
 | |
| 
 | |
|   /* Sets up the next stage in a multi-stage synchronization, for
 | |
|      bidirectional consistency. */
 | |
|   struct on_synchronize
 | |
|   {
 | |
|     explicit on_synchronize(const shared_ptr<data_t>& data) : data_ptr(data) { }
 | |
| 
 | |
|     void operator()();
 | |
| 
 | |
|   private:
 | |
|     weak_ptr<data_t> data_ptr;
 | |
|   };
 | |
| };
 | |
| 
 | |
| /* An implementation helper macro for the common case of naming
 | |
|    distributed property maps with all of the normal template
 | |
|    parameters. */
 | |
| #define PBGL_DISTRIB_PMAP                                       \
 | |
|   distributed_property_map<ProcessGroup, GlobalMap, StorageMap>
 | |
| 
 | |
| /* Request that the value for the given remote key be retrieved in
 | |
|    the next synchronization round. */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| inline void
 | |
| request(const PBGL_DISTRIB_PMAP& pm,
 | |
|         typename PBGL_DISTRIB_PMAP::key_type const& key)
 | |
| {
 | |
|   if (get(pm.data->global, key).first != process_id(pm.data->process_group))
 | |
|     pm.cell(key, false);
 | |
| }
 | |
| 
 | |
| /** Get the value associated with a particular key.  Retrieves the
 | |
|  * value associated with the given key. If the key denotes a
 | |
|  * locally-owned object, it returns the value from the local property
 | |
|  * map; if the key denotes a remotely-owned object, retrieves the
 | |
|  * value of the ghost cell for that key, which may be the default
 | |
|  * value provided by the reduce operation.
 | |
|  *
 | |
|  * Complexity: For a local key, O(1) get operations on the underlying
 | |
|  * property map. For a non-local key, O(1) accesses to the ghost cells.
 | |
|  */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| inline
 | |
| typename PBGL_DISTRIB_PMAP::value_type
 | |
| get(const PBGL_DISTRIB_PMAP& pm,
 | |
|     typename PBGL_DISTRIB_PMAP::key_type const& key)
 | |
| {
 | |
|   using boost::get;
 | |
| 
 | |
|   typename property_traits<GlobalMap>::value_type p =
 | |
|     get(pm.data->global, key);
 | |
| 
 | |
|   if (p.first == process_id(pm.data->process_group)) {
 | |
|     return get(pm.data->storage, p.second);
 | |
|   } else {
 | |
|     return pm.cell(key);
 | |
|   }
 | |
| }
 | |
| 
 | |
| /** Put a value associated with the given key into the property map.
 | |
|  * When the key denotes a locally-owned object, this operation updates
 | |
|  * the underlying local property map. Otherwise, the local ghost cell
 | |
|  * is updated and a "put" message is sent to the processor owning this
 | |
|  * key.
 | |
|  *
 | |
|  * Complexity: For a local key, O(1) put operations on the underlying
 | |
|  * property map. For a nonlocal key, O(1) accesses to the ghost cells
 | |
|  * and will send O(1) messages of size O(sizeof(key) + sizeof(value)).
 | |
|  */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| void
 | |
| put(const PBGL_DISTRIB_PMAP& pm,
 | |
|     typename PBGL_DISTRIB_PMAP::key_type const & key,
 | |
|     typename PBGL_DISTRIB_PMAP::value_type const & value)
 | |
| {
 | |
|   using boost::put;
 | |
| 
 | |
|   typename property_traits<GlobalMap>::value_type p =
 | |
|     get(pm.data->global, key);
 | |
| 
 | |
|   if (p.first == process_id(pm.data->process_group)) {
 | |
|     put(pm.data->storage, p.second, value);
 | |
|   } else {
 | |
|     if (pm.data->model & cm_forward)
 | |
|       pm.request_put(p.first, key, value);
 | |
| 
 | |
|     pm.cell(key, false) = value;
 | |
|   }
 | |
| }
 | |
| 
 | |
| /** Put a value associated with a given key into the local view of the
 | |
|  * property map. This operation is equivalent to @c put, but with one
 | |
|  * exception: no message will be sent to the owning processor in the
 | |
|  * case of a remote update. The effect is that any value written via
 | |
|  * @c local_put for a remote key may be overwritten in the next
 | |
|  * synchronization round.
 | |
|  */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| void
 | |
| local_put(const PBGL_DISTRIB_PMAP& pm,
 | |
|           typename PBGL_DISTRIB_PMAP::key_type const & key,
 | |
|           typename PBGL_DISTRIB_PMAP::value_type const & value)
 | |
| {
 | |
|   using boost::put;
 | |
| 
 | |
|   typename property_traits<GlobalMap>::value_type p =
 | |
|     get(pm.data->global, key);
 | |
| 
 | |
|   if (p.first == process_id(pm.data->process_group))
 | |
|     put(pm.data->storage, p.second, value);
 | |
|   else pm.cell(key, false) = value;
 | |
| }
 | |
| 
 | |
| /** Cache the value associated with the given remote key. If the key
 | |
|  *  is local, ignore the operation. */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| inline void
 | |
| cache(const PBGL_DISTRIB_PMAP& pm,
 | |
|       typename PBGL_DISTRIB_PMAP::key_type const & key,
 | |
|       typename PBGL_DISTRIB_PMAP::value_type const & value)
 | |
| {
 | |
|   typename ProcessGroup::process_id_type id = get(pm.data->global, key).first;
 | |
| 
 | |
|   if (id != process_id(pm.data->process_group)) pm.cell(key, false) = value;
 | |
| }
 | |
| 
 | |
| /// Synchronize the property map.
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| void
 | |
| synchronize(PBGL_DISTRIB_PMAP& pm)
 | |
| {
 | |
|   pm.do_synchronize();
 | |
| }
 | |
| 
 | |
| /// Create a distributed property map.
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap>
 | |
| inline distributed_property_map<ProcessGroup, GlobalMap, StorageMap>
 | |
| make_distributed_property_map(const ProcessGroup& pg, GlobalMap global,
 | |
|                               StorageMap storage)
 | |
| {
 | |
|   typedef distributed_property_map<ProcessGroup, GlobalMap, StorageMap>
 | |
|     result_type;
 | |
|   return result_type(pg, global, storage);
 | |
| }
 | |
| 
 | |
| /**
 | |
|  * \overload
 | |
|  */
 | |
| template<typename ProcessGroup, typename GlobalMap, typename StorageMap,
 | |
|          typename Reduce>
 | |
| inline distributed_property_map<ProcessGroup, GlobalMap, StorageMap>
 | |
| make_distributed_property_map(const ProcessGroup& pg, GlobalMap global,
 | |
|                               StorageMap storage, Reduce reduce)
 | |
| {
 | |
|   typedef distributed_property_map<ProcessGroup, GlobalMap, StorageMap>
 | |
|     result_type;
 | |
|   return result_type(pg, global, storage, reduce);
 | |
| }
 | |
| 
 | |
| } } // end namespace boost::parallel
 | |
| 
 | |
| #include <boost/property_map/parallel/impl/distributed_property_map.ipp>
 | |
| 
 | |
| #undef PBGL_DISTRIB_PMAP
 | |
| 
 | |
| #endif // BOOST_PARALLEL_DISTRIBUTED_PROPERTY_MAP_HPP
 | 
