distributed_graph.h

Go to the documentation of this file.

#ifndef FPMAS_DISTRIBUTED_GRAPH_H
#define FPMAS_DISTRIBUTED_GRAPH_H
 
#include <set>
 
#include "fpmas/api/graph/distributed_graph.h"
#include "fpmas/graph/distributed_edge.h"
#include "fpmas/graph/location_manager.h"
#include "fpmas/synchro/synchro.h"
 
#include "fpmas/graph/graph.h"
 
#define DIST_GRAPH_PARAMS\
    typename T,\
    template<typename> class SyncMode,\
    template<typename> class DistNodeImpl,\
    template<typename> class DistEdgeImpl,\
    template<typename> class TypedMpi,\
    template<typename> class LocationManagerImpl
 
#define DIST_GRAPH_PARAMS_SPEC\
    T,\
    SyncMode,\
    DistNodeImpl,\
    DistEdgeImpl,\
    TypedMpi,\
    LocationManagerImpl
 
namespace fpmas { namespace graph {
 
    namespace detail {
 
        template<DIST_GRAPH_PARAMS>
            class DistributedGraph : 
                public Graph<
                api::graph::DistributedNode<T>,
                api::graph::DistributedEdge<T>>,
                public api::graph::DistributedGraph<T>
        {
            public:
                static_assert(
                        std::is_base_of<api::graph::DistributedNode<T>, DistNodeImpl<T>>::value,
                        "DistNodeImpl must implement api::graph::DistributedNode"
                        );
                static_assert(
                        std::is_base_of<api::graph::DistributedEdge<T>, DistEdgeImpl<T>>::value,
                        "DistEdgeImpl must implement api::graph::DistributedEdge"
                        );
 
            public:
                typedef api::graph::DistributedNode<T> NodeType;
                typedef api::graph::DistributedEdge<T> EdgeType;
 
                using typename api::graph::DistributedGraph<T>::NodeMap;
                using typename api::graph::DistributedGraph<T>::SetLocalNodeCallback;
                using typename api::graph::DistributedGraph<T>::SetDistantNodeCallback;
 
                DistributedGraph(const DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&)
                    = delete;
                DistributedGraph& operator=(
                        const DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&)
                    = delete;
 
                DistributedGraph(DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&& graph);
                DistributedGraph& operator=(DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&& graph);
 
            private:
                class EraseNodeCallback : public api::utils::Callback<NodeType*> {
                    private:
                        DistributedGraph<DIST_GRAPH_PARAMS_SPEC>& graph;
                        bool enabled = true;
                    public:
                        EraseNodeCallback(DistributedGraph<DIST_GRAPH_PARAMS_SPEC>& graph)
                            : graph(graph) {}
 
                        void disable() {
                            enabled = false;
                        }
                        void call(NodeType* node) {
                            if(enabled) {
                                graph.location_manager.remove(node);
                                graph.unsynchronized_nodes.erase(node);
                            }
                        }
                };
 
                api::communication::MpiCommunicator* mpi_communicator;
                TypedMpi<DistributedId> id_mpi {*mpi_communicator};
                TypedMpi<std::pair<DistributedId, int>> location_mpi {*mpi_communicator};
 
                LocationManagerImpl<T> location_manager;
                SyncMode<T> sync_mode;
 
                std::vector<SetLocalNodeCallback*> set_local_callbacks;
                std::vector<SetDistantNodeCallback*> set_distant_callbacks;
 
                EraseNodeCallback* erase_node_callback;
 
                NodeType* _buildNode(NodeType*);
 
                void setLocal(
                        api::graph::DistributedNode<T>* node,
                        typename api::graph::SetLocalNodeEvent<T>::Context context
                        );
                void setDistant(
                        api::graph::DistributedNode<T>* node,
                        typename api::graph::SetDistantNodeEvent<T>::Context context
                        );
 
                void triggerSetLocalCallbacks(
                        const api::graph::SetLocalNodeEvent<T>& event) {
                    for(auto callback : set_local_callbacks)
                        callback->call(event);
                }
 
                void triggerSetDistantCallbacks(
                        const api::graph::SetDistantNodeEvent<T>& event) {
                    for(auto callback : set_distant_callbacks)
                        callback->call(event);
                }
 
                void clearDistantNodes();
                void clearNode(NodeType*);
                void _distribute(api::graph::PartitionMap);
 
                DistributedId node_id;
                DistributedId edge_id;
 
                std::unordered_set<api::graph::DistributedNode<T>*> unsynchronized_nodes;
 
            public:
                DistributedGraph(api::communication::MpiCommunicator& comm) :
                    mpi_communicator(&comm), location_manager(*mpi_communicator, id_mpi, location_mpi),
                    sync_mode(*this, *mpi_communicator),
                    // Graph base takes ownership of the erase_node_callback
                    erase_node_callback(new EraseNodeCallback(*this)),
                    node_id(mpi_communicator->getRank(), 0),
                    edge_id(mpi_communicator->getRank(), 0) {
                        this->addCallOnEraseNode(erase_node_callback);
                    }
 
                api::communication::MpiCommunicator& getMpiCommunicator() override {
                    return *mpi_communicator;
                };
 
                const api::communication::MpiCommunicator& getMpiCommunicator() const override {
                    return *mpi_communicator;
                };
 
                DistributedId currentNodeId() const override {return node_id;}
                void setCurrentNodeId(DistributedId id) override {this->node_id = id;}
                DistributedId currentEdgeId() const override {return edge_id;}
                void setCurrentEdgeId(DistributedId id) override {this->edge_id = id;}
 
                NodeType* importNode(NodeType* node) override;
                EdgeType* importEdge(EdgeType* edge) override;
                std::unordered_set<api::graph::DistributedNode<T>*> getUnsyncNodes() const override {
                    return unsynchronized_nodes;
                }
 
 
                const SyncMode<T>& getSyncMode() const {return sync_mode;}
 
                SyncMode<T>& synchronizationMode() override {return sync_mode;}
 
                const LocationManagerImpl<T>&
                    getLocationManager() const override {return location_manager;}
                LocationManagerImpl<T>&
                    getLocationManager() override {return location_manager;}
 
                void balance(api::graph::LoadBalancing<T>& load_balancing) override {
                    balance(load_balancing, api::graph::PARTITION);
                };
 
                void balance(
                        api::graph::LoadBalancing<T>& load_balancing,
                        api::graph::PartitionMode partition_mode
                        ) override {
                    FPMAS_LOGI(
                            getMpiCommunicator().getRank(), "LB",
                            "Balancing graph (%lu nodes, %lu edges)",
                            this->getNodes().size(), this->getEdges().size());
 
                    sync_mode.getSyncLinker().synchronize();
                    this->_distribute(load_balancing.balance(
                                this->location_manager.getLocalNodes(),
                                partition_mode
                                ));
 
                    // Data synchronization of newly imported DISTANT nodes.
                    // In GhostMode, this import DISTANT nodes data, so that it can
                    // be used directly following the _distribute() operation
                    // without any additional and complete synchronize().
                    this->synchronize(this->unsynchronized_nodes, false);
 
                    FPMAS_LOGI(
                            getMpiCommunicator().getRank(), "LB",
                            "Graph balanced : %lu nodes, %lu edges",
                            this->getNodes().size(), this->getEdges().size());
                }
 
                void balance(
                        api::graph::FixedVerticesLoadBalancing<T>& load_balancing,
                        api::graph::PartitionMap fixed_vertices
                        ) override {
                    balance(load_balancing, fixed_vertices, api::graph::PARTITION);
                };
 
                void balance(
                        api::graph::FixedVerticesLoadBalancing<T>& load_balancing,
                        api::graph::PartitionMap fixed_vertices,
                        api::graph::PartitionMode partition_mode
                        ) override {
 
                    FPMAS_LOGI(
                            getMpiCommunicator().getRank(), "LB",
                            "Balancing graph (%lu nodes, %lu edges)",
                            this->getNodes().size(), this->getEdges().size());
 
                    sync_mode.getSyncLinker().synchronize();
                    this->_distribute(load_balancing.balance(
                                this->location_manager.getLocalNodes(),
                                fixed_vertices,
                                partition_mode));
 
                    // Same as above
                    this->synchronize(this->unsynchronized_nodes, false);
 
                    FPMAS_LOGI(
                            getMpiCommunicator().getRank(), "LB",
                            "Graph balanced : %lu nodes, %lu edges",
                            this->getNodes().size(), this->getEdges().size());
                }
 
                void distribute(api::graph::PartitionMap partition) override;
 
                void synchronize() override;
                void synchronize(
                    std::unordered_set<NodeType*> nodes,
                    bool synchronize_links = true
                    ) override;
 
                NodeType* buildNode(T&& = std::move(T())) override;
                NodeType* buildNode(const T&) override;
                api::graph::DistributedNode<T>* insertDistant(api::graph::DistributedNode<T>*) override;
 
                EdgeType* link(NodeType* const src, NodeType* const tgt, api::graph::LayerId layer) override;
 
                void removeNode(api::graph::DistributedNode<T>*) override;
                void removeNode(DistributedId id) override {
                    this->removeNode(this->getNode(id));
                }
 
                void unlink(EdgeType*) override;
                void unlink(DistributedId id) override {
                    this->unlink(this->getEdge(id));
                }
 
                void switchLayer(EdgeType* edge, api::graph::LayerId layer_id) override;
 
                void addCallOnSetLocal(SetLocalNodeCallback* callback) override {
                    set_local_callbacks.push_back(callback);
                };
                std::vector<SetLocalNodeCallback*> onSetLocalCallbacks() const override {
                    return set_local_callbacks;
                }
 
                void addCallOnSetDistant(SetDistantNodeCallback* callback) override {
                    set_distant_callbacks.push_back(callback);
                };
                std::vector<SetDistantNodeCallback*> onSetDistantCallbacks() const override {
                    return set_distant_callbacks;
                }
 
                ~DistributedGraph();
        };
 
        template<DIST_GRAPH_PARAMS>
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::DistributedGraph(DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&& graph) :
                // Calls base Graph move constructor
                Graph<api::graph::DistributedNode<T>, api::graph::DistributedEdge<T>>(std::move(graph)),
                // Moves DistributedGraph specific fields
                mpi_communicator(graph.mpi_communicator),
                location_manager(std::move(graph.location_manager)),
                sync_mode(std::move(graph.sync_mode)),
                set_local_callbacks(std::move(graph.set_local_callbacks)),
                set_distant_callbacks(std::move(graph.set_distant_callbacks)),
                erase_node_callback(graph.erase_node_callback),
                node_id(std::move(graph.node_id)), edge_id(std::move(graph.edge_id)) {
                    // TODO: Refactor callbacks system
                    // Prevents erase_node_callback->disable() when `graph` is
                    // deleted
                    graph.erase_node_callback = nullptr;
                }
 
        template<DIST_GRAPH_PARAMS>
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>& DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::operator=(DistributedGraph<DIST_GRAPH_PARAMS_SPEC>&& graph) {
                // Calls base Graph move assignment
                static_cast<Graph<api::graph::DistributedNode<T>, api::graph::DistributedEdge<T>>&>(*this)
                    = std::move(static_cast<Graph<api::graph::DistributedNode<T>, api::graph::DistributedEdge<T>>&>(graph));
                // Reassigns MPI communicators
                //
                // Notice that TypedMpi instances, location_manager and
                // sync_mode have been constructed in `graph` using
                // `graph.mpi_communicator`. Since we reassign
                // `this->mpi_communicator` to `graph.mpi_communicator`, we can
                // safely move those member fields from `graph` to `this`
                // without introducing inconsistencies.
                this->mpi_communicator = graph.mpi_communicator;
                this->id_mpi = std::move(graph.id_mpi);
                this->location_mpi = std::move(graph.location_mpi);
 
                this->location_manager = std::move(graph.location_manager);
                this->sync_mode = std::move(graph.sync_mode);
                // The obsolete `this->erase_node_callback` is
                // automatically deleted by the base Graph move assignment,
                // when the "erase_node_callback" list is cleared.
                this->erase_node_callback = graph.erase_node_callback;
                // Prevents erase_node_callback->disable() when `graph` is
                // deleted
                graph.erase_node_callback = nullptr;
 
                this->node_id = std::move(graph.node_id);
                this->edge_id = std::move(graph.edge_id);
                for(auto callback : set_local_callbacks)
                    delete callback;
                for(auto callback : set_distant_callbacks)
                    delete callback;
                this->set_local_callbacks = std::move(graph.set_local_callbacks);
                this->set_distant_callbacks = std::move(graph.set_distant_callbacks);
 
                return *this;
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::setLocal(
                    api::graph::DistributedNode<T>* node,
                    typename api::graph::SetLocalNodeEvent<T>::Context context) {
                location_manager.setLocal(node);
                triggerSetLocalCallbacks({node, context});
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::setDistant(
                    api::graph::DistributedNode<T>* node,
                    typename api::graph::SetDistantNodeEvent<T>::Context context) {
                location_manager.setDistant(node);
                triggerSetDistantCallbacks({node, context});
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::unlink(EdgeType* edge) {
                sync_mode.getSyncLinker().unlink(edge);
                this->erase(edge);
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::switchLayer(
                    EdgeType* edge, api::graph::LayerId layer_id) {
                assert(edge->state() == api::graph::LOCAL);
 
                edge->getSourceNode()->unlinkOut(edge);
                edge->getTargetNode()->unlinkIn(edge);
                edge->setLayer(layer_id);
                edge->getSourceNode()->linkOut(edge);
                edge->getTargetNode()->linkIn(edge);
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::NodeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::importNode(NodeType* node) {
                FPMAS_LOGD(getMpiCommunicator().getRank(), "DIST_GRAPH", "Importing node %s...", FPMAS_C_STR(node->getId()));
                // The input node must be a temporary dynamically allocated object.
                // A representation of the node might already be contained in the
                // graph, if it were already built as a "distant" node.
 
                if(this->getNodes().count(node->getId())==0) {
                    FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Inserting new LOCAL node %s.", FPMAS_C_STR(node->getId()));
                    // The node is not contained in the graph, we need to build a new
                    // one.
                    // But instead of completely building a new node, we can re-use the
                    // temporary input node.
                    this->insert(node);
                    setLocal(node, api::graph::SetLocalNodeEvent<T>::IMPORT_NEW_LOCAL);
                    node->setMutex(sync_mode.buildMutex(node));
                    return node;
                }
                FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Replacing existing DISTANT node %s.", FPMAS_C_STR(node->getId()));
                // A representation of the node was already contained in the graph.
                // We just need to update its state.
 
                // Set local representation as local
                auto local_node = this->getNode(node->getId());
                synchro::DataUpdate<T>::update(
                        local_node->data(), std::move(node->data())
                        );
                local_node->setWeight(node->getWeight());
                setLocal(local_node, api::graph::SetLocalNodeEvent<T>::IMPORT_EXISTING_LOCAL);
 
                // Deletes unused temporary input node
                delete node;
 
                return local_node;
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::EdgeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::importEdge(EdgeType* edge) {
                std::unique_ptr<api::graph::TemporaryNode<T>> temp_src
                    = edge->getTempSourceNode();
                std::unique_ptr<api::graph::TemporaryNode<T>> temp_tgt
                    = edge->getTempTargetNode();
 
                FPMAS_LOGD(getMpiCommunicator().getRank(), "DIST_GRAPH", "Importing edge %s (from %s to %s)...",
                        FPMAS_C_STR(edge->getId()),
                        FPMAS_C_STR(temp_src->getId()),
                        FPMAS_C_STR(temp_tgt->getId())
                        );
                // The input edge must be a dynamically allocated object, with temporary
                // dynamically allocated nodes as source and target.
                // A representation of the imported edge might already be present in the
                // graph, for example if it has already been imported as a "distant"
                // edge with other nodes at other epochs.
 
                if(this->getEdges().count(edge->getId())==0) {
                    // The edge does not belong to the graph : a new one must be built.
 
                    DistributedId src_id = temp_src->getId();
                    NodeType* src;
                    DistributedId tgt_id =  temp_tgt->getId();
                    NodeType* tgt;
 
                    LocationState edgeLocationState = LocationState::LOCAL;
 
                    if(this->getNodes().count(src_id) > 0) {
                        FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Linking existing source %s", FPMAS_C_STR(src_id));
                        // The source node is already contained in the graph
                        src = this->getNode(src_id);
                        if(src->state() == LocationState::DISTANT) {
                            // At least src is DISTANT, so the imported edge is
                            // necessarily DISTANT.
                            edgeLocationState = LocationState::DISTANT;
                        }
                        // Deletes the temporary source node
                        temp_src.reset();
 
                        // Links the temporary edge with the src contained in the graph
                        edge->setSourceNode(src);
                        src->linkOut(edge);
                    } else {
                        FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Creating DISTANT source %s", FPMAS_C_STR(src_id));
                        // The source node is not contained in the graph : it must be
                        // built as a DISTANT node.
                        edgeLocationState = LocationState::DISTANT;
 
                        // Instead of building a new node, we re-use the temporary
                        // source node.
                        src = temp_src->build();
                        temp_src.reset();
 
                        edge->setSourceNode(src);
                        src->linkOut(edge);
                        this->insert(src);
                        setDistant(src, api::graph::SetDistantNodeEvent<T>::IMPORT_NEW_DISTANT);
                        src->setMutex(sync_mode.buildMutex(src));
                        unsynchronized_nodes.insert(src);
                    }
                    if(this->getNodes().count(tgt_id) > 0) {
                        FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Linking existing target %s", FPMAS_C_STR(tgt_id));
                        // The target node is already contained in the graph
                        tgt = this->getNode(tgt_id);
                        if(tgt->state() == LocationState::DISTANT) {
                            // At least src is DISTANT, so the imported edge is
                            // necessarily DISTANT.
                            edgeLocationState = LocationState::DISTANT;
                        }
                        // Deletes the temporary target node
                        temp_tgt.reset();
 
                        // Links the temporary edge with the tgt contained in the graph
                        edge->setTargetNode(tgt);
                        tgt->linkIn(edge);
                    } else {
                        FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Creating DISTANT target %s", FPMAS_C_STR(tgt_id));
                        // The target node is not contained in the graph : it must be
                        // built as a DISTANT node.
                        edgeLocationState = LocationState::DISTANT;
 
                        // Instead of building a new node, we re-use the temporary
                        // target node.
                        tgt = temp_tgt->build();
                        temp_tgt.reset();
 
                        edge->setTargetNode(tgt);
                        tgt->linkIn(edge);
                        this->insert(tgt);
                        setDistant(tgt, api::graph::SetDistantNodeEvent<T>::IMPORT_NEW_DISTANT);
                        tgt->setMutex(sync_mode.buildMutex(tgt));
                        unsynchronized_nodes.insert(tgt);
                    }
                    // Finally, insert the temporary edge into the graph.
                    edge->setState(edgeLocationState);
                    this->insert(edge);
                    return edge;
                } // if (graph.count(edge_id) > 0)
 
                // A representation of the edge is already present in the graph : it is
                // useless to insert it again. We just need to update its state.
 
                auto local_edge = this->getEdge(edge->getId());
                if(local_edge->getSourceNode()->state() == LocationState::LOCAL
                        && local_edge->getTargetNode()->state() == LocationState::LOCAL) {
                    local_edge->setState(LocationState::LOCAL);
                }
 
                // Completely deletes temporary items, nothing is re-used
                // Temporary nodes are automatically deleted
                delete edge;
 
                return local_edge;
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::NodeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::_buildNode(NodeType* node) {
                this->insert(node);
                setLocal(node, api::graph::SetLocalNodeEvent<T>::BUILD_LOCAL);
                location_manager.addManagedNode(node->getId(), mpi_communicator->getRank());
                node->setMutex(sync_mode.buildMutex(node));
                return node;
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::NodeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::buildNode(T&& data) {
                return _buildNode(new DistNodeImpl<T>(
                            this->node_id++, std::move(data)
                            ));
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::NodeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::buildNode(const T& data) {
                return _buildNode(new DistNodeImpl<T>(
                            this->node_id++, data
                            ));
            }
        template<DIST_GRAPH_PARAMS>
            api::graph::DistributedNode<T>* DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::insertDistant(
                    api::graph::DistributedNode<T> * node) {
                FPMAS_LOGD(getMpiCommunicator().getRank(),
                        "GRAPH", "Inserting temporary distant node: %s",
                        FPMAS_C_STR(node->getId()));
                if(this->getNodes().count(node->getId()) == 0) {
                    this->insert(node);
                    setDistant(node, api::graph::SetDistantNodeEvent<T>::IMPORT_NEW_DISTANT);
                    node->setMutex(sync_mode.buildMutex(node));
                    unsynchronized_nodes.insert(node);
                    return node;
                } else {
                    auto id = node->getId();
                    delete node;
                    return this->getNode(id);
                }
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::removeNode(
                    api::graph::DistributedNode<T> * node) {
                sync_mode.getSyncLinker().removeNode(node);
            }
 
        template<DIST_GRAPH_PARAMS>
            typename DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::EdgeType*
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::link(
                    NodeType* const src, NodeType* const tgt, api::graph::LayerId layer) {
                // Builds the new edge
                auto edge = new DistEdgeImpl<T>(
                        this->edge_id++, layer
                        );
                edge->setSourceNode(src);
                src->linkOut(edge);
                edge->setTargetNode(tgt);
                tgt->linkIn(edge);
 
                edge->setState(
                        src->state() == LocationState::LOCAL && tgt->state() == LocationState::LOCAL ?
                        LocationState::LOCAL :
                        LocationState::DISTANT
                        );
                sync_mode.getSyncLinker().link(edge);
 
                // Inserts the edge in the Graph
                this->insert(edge);
 
                return edge;
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
			::distribute(api::graph::PartitionMap partition) {
 
                sync_mode.getSyncLinker().synchronize();
 
                _distribute(partition);
 
                sync_mode.getDataSync().synchronize();
            }
 
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
			::_distribute(api::graph::PartitionMap partition) {
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "Distributing graph...", "");
                std::string partition_str = "\n";
                for(auto item : partition) {
                    std::string str = FPMAS_C_STR(item.first);
                    str.append(" : " + std::to_string(item.second) + "\n");
                    partition_str.append(str);
                }
                FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH", "Partition : %s", partition_str.c_str());
 
                std::unordered_map<int, communication::DataPack> serial_nodes;
                std::unordered_map<int, communication::DataPack> serial_edges;
 
                {
                    // Builds node and edges export maps
                    std::vector<NodeType*> exported_nodes;
                    std::unordered_map<int, std::vector<NodePtrWrapper<T>>> node_export_map;
                    std::unordered_map<int, std::set<DistributedId>> edge_ids_to_export;
                    std::unordered_map<int, std::vector<EdgePtrWrapper<T>>> edge_export_map;
                    for(auto item : partition) {
                        if(item.second != mpi_communicator->getRank()) {
                            auto node = this->getNodes().find(item.first);
                            if(node != this->getNodes().end()
                                    && node->second->state() == api::graph::LOCAL) {
                                FPMAS_LOGV(getMpiCommunicator().getRank(), "DIST_GRAPH",
                                        "Exporting node %s to %i", FPMAS_C_STR(item.first), item.second);
                                auto node_to_export = node->second;
                                exported_nodes.push_back(node_to_export);
                                node_export_map[item.second].emplace_back(node_to_export);
                                for(auto edge :  node_to_export->getIncomingEdges()) {
                                    // Insert or replace in the IDs set
                                    edge_ids_to_export[item.second].insert(edge->getId());
                                }
                                for(auto edge :  node_to_export->getOutgoingEdges()) {
                                    // Insert or replace in the IDs set
                                    edge_ids_to_export[item.second].insert(edge->getId());
                                }
                            }
                        }
                    }
                    // Ensures that each edge is exported once to each process
                    for(auto list : edge_ids_to_export) {
                        for(auto id : list.second) {
                            edge_export_map[list.first].emplace_back(this->getEdge(id));
                        }
                    }
 
                    // Serializes nodes and edges
                    for(auto& item : node_export_map)
                        serial_nodes.emplace(
                                item.first,
                                io::datapack::ObjectPack(item.second).dump()
                                );
                    for(auto& item : edge_export_map)
                        serial_edges.emplace(
                                item.first,
                                io::datapack::LightObjectPack(item.second).dump()
                                );
 
                    // Once serialized nodes and associated edges can
                    // eventually be cleared. This might save memory for the
                    // next import.
 
                    for(auto node : exported_nodes) {
                        setDistant(node, api::graph::SetDistantNodeEvent<T>::EXPORT_DISTANT);
                    }
 
                    FPMAS_LOGD(getMpiCommunicator().getRank(), "DIST_GRAPH", "Clearing exported nodes...", "");
                    for(auto node : exported_nodes) {
                        clearNode(node);
                    }
 
                    // Clears buffers required for serialization
                }
 
                {
                    // Node import
                    std::unordered_map<int, std::vector<NodePtrWrapper<T>>> node_import;
                    for(auto& item : mpi_communicator->allToAll(std::move(serial_nodes), MPI_CHAR))
                        node_import.emplace(
                                item.first, io::datapack::ObjectPack::parse(
                                    std::move(item.second)
                                    ).get<std::vector<NodePtrWrapper<T>>>()
                                );
 
                    for(auto& import_node_list_from_proc : node_import) {
                        for(auto& imported_node : import_node_list_from_proc.second) {
                            this->importNode(imported_node);
                        }
                        import_node_list_from_proc.second.clear();
                    }
                    // node_import is deleted at the end of this scope
                }
 
                {
                    // Edge import
                    std::unordered_map<int, std::vector<EdgePtrWrapper<T>>> edge_import;
 
                    for(auto& item : mpi_communicator->allToAll(std::move(serial_edges), MPI_CHAR))
                        edge_import.emplace(
                                item.first, io::datapack::LightObjectPack::parse(
                                    std::move(item.second)
                                    ).get<std::vector<EdgePtrWrapper<T>>>()
                                );
 
                    for(auto& import_edge_list_from_proc : edge_import) {
                        for(auto& imported_edge : import_edge_list_from_proc.second) {
                            this->importEdge(imported_edge);
                        }
                        import_edge_list_from_proc.second.clear();
                    }
                    // edge_import is deleted at the end of this scope
                }
                
                FPMAS_LOGD(getMpiCommunicator().getRank(), "DIST_GRAPH", "Exported nodes cleared.", "");
 
 
                location_manager.updateLocations();
 
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "End of distribution.", "");
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
            ::synchronize() {
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "Synchronizing graph...", "");
 
                sync_mode.getSyncLinker().synchronize();
 
                clearDistantNodes();
 
                sync_mode.getDataSync().synchronize();
 
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "End of graph synchronization.", "");
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
			::synchronize(std::unordered_set<NodeType*> nodes, bool synchronize_links) {
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "Partially synchronizing graph...", "");
 
                if(synchronize_links) {
                    sync_mode.getSyncLinker().synchronize();
                    clearDistantNodes();
                }
 
                sync_mode.getDataSync().synchronize(nodes);
 
                for(auto node : nodes)
                    unsynchronized_nodes.erase(node);
 
                FPMAS_LOGI(getMpiCommunicator().getRank(), "DIST_GRAPH",
                        "End of partial graph synchronization.", "");
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
			::clearDistantNodes() {
                NodeMap distant_nodes = location_manager.getDistantNodes();
                for(auto node : distant_nodes)
                    clearNode(node.second);
            }
 
        template<DIST_GRAPH_PARAMS>
            void DistributedGraph<DIST_GRAPH_PARAMS_SPEC>
			::clearNode(NodeType* node) {
                DistributedId id = node->getId();
                FPMAS_LOGD(
                        mpi_communicator->getRank(),
                        "DIST_GRAPH", "Clearing node %s...",
                        FPMAS_C_STR(id)
                        );
 
                bool eraseNode = true;
                std::set<EdgeType*> obsoleteEdges;
                for(auto edge : node->getIncomingEdges()) {
                    if(edge->getSourceNode()->state()==LocationState::LOCAL) {
                        eraseNode = false;
                    } else {
                        obsoleteEdges.insert(edge);
                    }
                }
                for(auto edge : node->getOutgoingEdges()) {
                    if(edge->getTargetNode()->state()==LocationState::LOCAL) {
                        eraseNode = false;
                    } else {
                        obsoleteEdges.insert(edge);
                    }
                }
                if(eraseNode) {
                    FPMAS_LOGD(
                            mpi_communicator->getRank(),
                            "DIST_GRAPH", "Erasing obsolete node %s.",
                            FPMAS_C_STR(node->getId())
                            );
                    this->erase(node);
                } else {
                    for(auto edge : obsoleteEdges) {
                        FPMAS_LOGD(
                                mpi_communicator->getRank(),
                                "DIST_GRAPH", "Erasing obsolete edge %s (%p) (from %s to %s)",
                                FPMAS_C_STR(node->getId()), edge,
                                FPMAS_C_STR(edge->getSourceNode()->getId()),
                                FPMAS_C_STR(edge->getTargetNode()->getId())
                                );
                        this->erase(edge);
                    }
                }
                FPMAS_LOGD(
                        mpi_communicator->getRank(),
                        "DIST_GRAPH", "Node %s cleared.",
                        FPMAS_C_STR(id)
                        );
            }
 
        template<DIST_GRAPH_PARAMS>
            DistributedGraph<DIST_GRAPH_PARAMS_SPEC>::~DistributedGraph() {
                //TODO: Refactor callback system
                if(erase_node_callback != nullptr)
                    // This DistributedGraph has not been moved
                    erase_node_callback->disable();
                for(auto callback : set_local_callbacks)
                    delete callback;
                for(auto callback : set_distant_callbacks)
                    delete callback;
            }
 
    }
 
    template<typename T, template<typename> class SyncMode>
        using DistributedGraph = detail::DistributedGraph<
        T, SyncMode, graph::DistributedNode, graph::DistributedEdge,
        communication::TypedMpi, graph::LocationManager>;
 
}}
 
namespace nlohmann {
    template<typename T>
        class adl_serializer<fpmas::api::graph::DistributedGraph<T>> {
            private:
                typedef fpmas::api::graph::DistributedId DistributedId;
 
                class NullTemporaryNode : public fpmas::api::graph::TemporaryNode<T> {
                    private:
                        DistributedId id;
                    public:
                        NullTemporaryNode(DistributedId id) : id(id) {
                        }
 
                        DistributedId getId() const override {
                            return id;
                        }
 
                        int getLocation() const override {
                            assert(false);
                            return -1;
                        }
 
                        fpmas::api::graph::DistributedNode<T>* build() override {
                            assert(false);
                            return nullptr;
                        }
                };
 
            public:
 
                static void to_json(json& j, const fpmas::api::graph::DistributedGraph<T>& graph) {
                    // Specifies the rank on which the local distributed graph
                    // was built
                    j["rank"] = graph.getMpiCommunicator().getRank();
                    for(auto node : graph.getNodes())
                        j["graph"]["nodes"].push_back({
                                NodePtrWrapper<T>(node.second),
                                node.second->location()
                                });
                    for(auto edge : graph.getEdges()) {
                        j["graph"]["edges"].push_back({
                                {"id", edge.first},
                                {"layer", edge.second->getLayer()},
                                {"weight", edge.second->getWeight()},
                                {"src", edge.second->getSourceNode()->getId()},
                                {"tgt", edge.second->getTargetNode()->getId()}
                                });
                    }
                    j["edge_id"] = graph.currentEdgeId();
                    j["node_id"] = graph.currentNodeId();
                    j["loc_manager"] = graph.getLocationManager();
                    nlohmann::json::json_serializer<fpmas::api::graph::LocationManager<T>, void>
                        ::to_json(j["loc_manager"], graph.getLocationManager());
                }
 
                static void from_json(const json& j, fpmas::api::graph::DistributedGraph<T>& graph) {
                    auto j_graph = j["graph"];
                    for(auto j_node : j_graph["nodes"]) {
                        auto location = j_node[1].get<int>();
                        fpmas::api::graph::DistributedNode<T>* node
                            = j_node[0].get<NodePtrWrapper<T>>();
                        if(location == graph.getMpiCommunicator().getRank())
                            node = graph.importNode(node);
                        else
                            node = graph.insertDistant(node);
 
                        node->setLocation(location);
                    }
                    for(auto j_edge : j_graph["edges"]) {
                        auto edge = new fpmas::graph::DistributedEdge<T>(
                                j_edge["id"].get<fpmas::graph::DistributedId>(),
                                j_edge["layer"].get<fpmas::graph::LayerId>()
                                );
                        edge->setWeight(j_edge["weight"].get<float>());
                        // Temp source and target are never used (expect for
                        // their ids) since source and target are necessarily
                        // contained in the graph (see previous step)
                        auto src_id = j_edge["src"].get<DistributedId>();
                        edge->setTempSourceNode(
                                std::unique_ptr<fpmas::api::graph::TemporaryNode<T>>(
                                    new NullTemporaryNode(src_id)
                                    )
                                );
                        auto tgt_id = j_edge["tgt"].get<DistributedId>();
                        edge->setTempTargetNode(
                                std::unique_ptr<fpmas::api::graph::TemporaryNode<T>>(
                                    new NullTemporaryNode(tgt_id)
                                    )
                                );
                        assert(graph.getNodes().count(src_id) > 0);
                        assert(graph.getNodes().count(tgt_id) > 0);
                        graph.importEdge(edge);
                    }
                    graph.setCurrentNodeId(j.at("node_id").get<DistributedId>());
                    graph.setCurrentEdgeId(j.at("edge_id").get<DistributedId>());
 
                    nlohmann::json::json_serializer<fpmas::api::graph::LocationManager<T>, void>
                        ::from_json(j["loc_manager"], graph.getLocationManager());
                }
        };
}
#endif