/** * Copyright (c) 2018 by Contributors * @file dgl/scheduler.h * @brief Operations on graph index. */ #ifndef DGL_SCHEDULER_H_ #define DGL_SCHEDULER_H_ #include #include "runtime/ndarray.h" namespace dgl { typedef dgl::runtime::NDArray IdArray; namespace sched { /** * @brief Generate degree bucketing schedule * @tparam IdType Graph's index data type, can be int32_t or int64_t * @param msg_ids The edge id for each message * @param vids The destination vertex for each message * @param recv_ids The recv nodes (for checking zero degree nodes) * @note If there are multiple messages going into the same destination vertex, * then there will be multiple copies of the destination vertex in vids. * @return a vector of 5 IdArrays for degree bucketing. The 5 arrays are: * degrees: degrees for each bucket * nids: destination node ids * nid_section: number of nodes in each bucket (used to split nids) * mids: message ids * mid_section: number of messages in each bucket (used to split mids) */ template std::vector DegreeBucketing( const IdArray& msg_ids, const IdArray& vids, const IdArray& recv_ids); /** * @brief Generate degree bucketing schedule for group_apply edge * @tparam IdType Graph's index data type, can be int32_t or int64_t * @param uids One end vertex of edge by which edges are grouped * @param vids The other end vertex of edge * @param eids Edge ids * @note This function always generate group_apply schedule based on degrees of * nodes in uids. Therefore, if group_apply by source nodes, then uids * should be source. If group_apply by destination nodes, then uids * should be destination. * @return a vector of 5 IdArrays for degree bucketing. The 5 arrays are: * degrees: degrees for each bucket * new_uids: uids reordered by degree bucket * new_vids: vids reordered by degree bucket * new_edis: eids reordered by degree bucket * sections: number of edges in each degree bucket (used to partition * new_uids, new_vids, and new_eids) */ template std::vector GroupEdgeByNodeDegree( const IdArray& uids, const IdArray& vids, const IdArray& eids); } // namespace sched } // namespace dgl #endif // DGL_SCHEDULER_H_