Louvain算法是否指支持单个vertex的图？

[ChesterXi]

Louvain是指支持单个vertex的图还是支持多个vertex的图（异构图）？
我尝试构建了一个图，图的schema如下：
oid_type: LONG vid_type: ULONG type: VERTEX Label: person Properties: Property(0, idaas_open_id, STRING), Property(1, person_id, LONG) type: VERTEX Label: action Properties: Property(0, request_action, STRING), Property(1, action_id, LONG) type: EDGE Label: request Properties: Property(0, idaas_open_id, STRING), Property(1, request_action, STRING) Relations: [Relation(source='person', destination='action')]
运行louvain算法时
c = graphscope.louvain(graph, min_progress=1000, progress_tries=1)
报错，报错信息为：
In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/buffer.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/array/data.h:26, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/array/array_base.h:26, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/array.h:25, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/api.h:22, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/vineyard/client/client.h:28, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/context/i_context.h:29, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/ctx_wrapper_builder.h:26, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:23: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/arrow/util/string_view.h:20: warning: "nssv_CONFIG_SELECT_STRING_VIEW" redefined 20 | #define nssv_CONFIG_SELECT_STRING_VIEW nssv_STRING_VIEW_NONSTD | In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/types.h:23, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/app/context_base.h:22, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:19: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/string_view/string_view.hpp:44: note: this is the location of the previous definition 44 | # define nssv_CONFIG_SELECT_STRING_VIEW ( nssv_HAVE_STD_STRING_VIEW ? nssv_STRING_VIEW_STD : nssv_STRING_VIEW_NONSTD ) | In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/pregel/pregel_compute_context.h:32, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:28, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/pregel/pregel_vertex.h: In instantiation of ‘class gs::PregelVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:40:7: required from ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/pregel/i_vertex_program.h:47:9: required from ‘class gs::IPregelProgram<gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:56:7: required from ‘class gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:43:7: required from ‘class gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:50:37: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/pregel/pregel_vertex.h:43:9: error: no type named ‘const_adj_list_t’ in ‘using fragment_t = class gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>’ {aka ‘class gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>’} 43 | using adj_list_t = typename fragment_t::const_adj_list_t; | ^~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:25, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h: In instantiation of ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/pregel/i_vertex_program.h:47:9: required from ‘class gs::IPregelProgram<gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:56:7: required from ‘class gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:43:7: required from ‘class gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:50:37: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:46:9: error: no type named ‘const_adj_list_t’ in ‘using fragment_t = class gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>’ {aka ‘class gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>’} 46 | using adj_list_t = typename fragment_t::const_adj_list_t; | ^~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h: In instantiation of ‘void gs::PregelLouvain<FRAG_T>::Init(gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::vid_t = long unsigned int; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:98:7: required from ‘void gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::PEval(const fragment_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VERTEX_PROGRAM_T = gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::fragment_t = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t = gs::LouvainContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >; typename VERTEX_PROGRAM_T::md_t = gs::LouvainMessage<long unsigned int>; typename VERTEX_PROGRAM_T::vd_t = long int; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:152:5: required from ‘typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type grape::Worker<APP_T, MESSAGE_MANAGER_T>::runPEval() [with T = grape::ParallelMessageManager; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager; typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type = void]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:99:5: required from ‘void grape::Worker<APP_T, MESSAGE_MANAGER_T>::Query(Args&& ...) [with Args = {int, int}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:187:5: required from ‘static void gs::AppInvoker<APP_T>::query_impl(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&, std::index_sequence<I ...>) [with long unsigned int ...I = {0, 1}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>; std::index_sequence<I ...> = std::integer_sequence<long unsigned int, 0, 1>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:198:15: required from ‘static boost::leaf::result<std::nullptr_t> gs::AppInvoker<APP_T>::Query(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&) [with APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:79:44: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:77:22: error: ‘using pregel_vertex_t = class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ {aka ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’} has no member named ‘outgoing_edges’ 77 | for (auto& e : v.outgoing_edges()) { | ~~^~~~~~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:25, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h: In instantiation of ‘size_t gs::LouvainVertex<FRAG_T, VD_T, MD_T>::edge_size() [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VD_T = long int; MD_T = gs::LouvainMessage<long unsigned int>; size_t = long unsigned int]’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:122:69: required from ‘void gs::PregelLouvain<FRAG_T>::Compute(grape::IteratorPair<gs::LouvainMessage<typename FRAG_T::vid_t>*>, gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; typename FRAG_T::vid_t = long unsigned int; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:110:15: required from ‘void gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::PEval(const fragment_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VERTEX_PROGRAM_T = gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::fragment_t = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t = gs::LouvainContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >; typename VERTEX_PROGRAM_T::md_t = gs::LouvainMessage<long unsigned int>; typename VERTEX_PROGRAM_T::vd_t = long int; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:152:5: required from ‘typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type grape::Worker<APP_T, MESSAGE_MANAGER_T>::runPEval() [with T = grape::ParallelMessageManager; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager; typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type = void]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:99:5: required from ‘void grape::Worker<APP_T, MESSAGE_MANAGER_T>::Query(Args&& ...) [with Args = {int, int}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:187:5: required from ‘static void gs::AppInvoker<APP_T>::query_impl(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&, std::index_sequence<I ...>) [with long unsigned int ...I = {0, 1}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>; std::index_sequence<I ...> = std::integer_sequence<long unsigned int, 0, 1>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:198:15: required from ‘static boost::leaf::result<std::nullptr_t> gs::AppInvoker<APP_T>::Query(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&) [with APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:79:44: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:71:20: error: ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ has no member named ‘incoming_edges’ 71 | return this->incoming_edges().Size() + this->outgoing_edges().Size(); | ~~~~~~^~~~~~~~~~~~~~ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:71:52: error: ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ has no member named ‘outgoing_edges’ 71 | return this->incoming_edges().Size() + this->outgoing_edges().Size(); | ~~~~~~^~~~~~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h: In instantiation of ‘void gs::PregelLouvain<FRAG_T>::getAndSendCommunityInfo(gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&, const grape::IteratorPair<gs::LouvainMessage<typename FRAG_T::vid_t>*>&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::vid_t = long unsigned int; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:153:7: required from ‘void gs::PregelLouvain<FRAG_T>::Compute(grape::IteratorPair<gs::LouvainMessage<typename FRAG_T::vid_t>*>, gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; typename FRAG_T::vid_t = long unsigned int; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:110:15: required from ‘void gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::PEval(const fragment_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VERTEX_PROGRAM_T = gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::fragment_t = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t = gs::LouvainContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >; typename VERTEX_PROGRAM_T::md_t = gs::LouvainMessage<long unsigned int>; typename VERTEX_PROGRAM_T::vd_t = long int; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:152:5: required from ‘typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type grape::Worker<APP_T, MESSAGE_MANAGER_T>::runPEval() [with T = grape::ParallelMessageManager; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager; typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type = void]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:99:5: required from ‘void grape::Worker<APP_T, MESSAGE_MANAGER_T>::Query(Args&& ...) [with Args = {int, int}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:187:5: required from ‘static void gs::AppInvoker<APP_T>::query_impl(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&, std::index_sequence<I ...>) [with long unsigned int ...I = {0, 1}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>; std::index_sequence<I ...> = std::integer_sequence<long unsigned int, 0, 1>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:198:15: required from ‘static boost::leaf::result<std::nullptr_t> gs::AppInvoker<APP_T>::Query(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&) [with APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:79:44: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:212:32: error: ‘using pregel_vertex_t = class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ {aka ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’} has no member named ‘outgoing_edges’ 212 | for (auto& edge : vertex.outgoing_edges()) { | ~~~~~~~^~~~~~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:25, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:31, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:44: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h: In instantiation of ‘gs::LouvainVertex<FRAG_T, VD_T, MD_T>::edata_t gs::LouvainVertex<FRAG_T, VD_T, MD_T>::get_edge_values(const std::set<typename FRAG_T::vid_t>&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VD_T = long int; MD_T = gs::LouvainMessage<long unsigned int>; gs::LouvainVertex<FRAG_T, VD_T, MD_T>::edata_t = double; typename FRAG_T::vid_t = long unsigned int; typename FRAG_T::vid_t = long unsigned int]’: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:346:12: required from ‘double gs::PregelLouvain<FRAG_T>::calculateActualQuality(gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&, const grape::IteratorPair<gs::LouvainMessage<typename FRAG_T::vid_t>*>&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::vid_t = long unsigned int; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain.h:132:18: required from ‘void gs::PregelLouvain<FRAG_T>::Compute(grape::IteratorPair<gs::LouvainMessage<typename FRAG_T::vid_t>*>, gs::PregelLouvain<FRAG_T>::pregel_vertex_t&, gs::PregelLouvain<FRAG_T>::compute_context_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; typename FRAG_T::vid_t = long unsigned int; gs::PregelLouvain<FRAG_T>::pregel_vertex_t = gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >; typename FRAG_T::oid_t = long int; gs::PregelLouvain<FRAG_T>::compute_context_t = gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_app_base.h:110:15: required from ‘void gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::PEval(const fragment_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t&, gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t&) [with FRAG_T = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; VERTEX_PROGRAM_T = gs::PregelLouvain<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::fragment_t = gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::context_t = gs::LouvainContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, gs::PregelComputeContext<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> > >; typename VERTEX_PROGRAM_T::md_t = gs::LouvainMessage<long unsigned int>; typename VERTEX_PROGRAM_T::vd_t = long int; gs::LouvainAppBase<FRAG_T, VERTEX_PROGRAM_T>::message_manager_t = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:152:5: required from ‘typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type grape::Worker<APP_T, MESSAGE_MANAGER_T>::runPEval() [with T = grape::ParallelMessageManager; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager; typename std::enable_if<(! std::is_same<T, grape::AutoParallelMessageManager<typename APP_T::fragment_t> >::value)>::type = void]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/grape/worker/worker.h:99:5: required from ‘void grape::Worker<APP_T, MESSAGE_MANAGER_T>::Query(Args&& ...) [with Args = {int, int}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; MESSAGE_MANAGER_T = grape::ParallelMessageManager]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:187:5: required from ‘static void gs::AppInvoker<APP_T>::query_impl(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&, std::index_sequence<I ...>) [with long unsigned int ...I = {0, 1}; APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>; std::index_sequence<I ...> = std::integer_sequence<long unsigned int, 0, 1>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/app/app_invoker.h:198:15: required from ‘static boost::leaf::result<std::nullptr_t> gs::AppInvoker<APP_T>::Query(std::shared_ptr<typename APP_T::worker_t>, const gs::rpc::QueryArgs&) [with APP_T = gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >; typename APP_T::worker_t = grape::Worker<gs::LouvainAppBase<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType> >, grape::ParallelMessageManager>]’ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:79:44: required from here /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:106:31: error: ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ has no member named ‘incoming_edges’ 106 | for (auto& edge : this->incoming_edges()) { | ~~~~~~^~~~~~~~~~~~~~ /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/apps/pregel/louvain/louvain_vertex.h:112:31: error: ‘class gs::LouvainVertex<gs::ArrowFlattenedFragment<long int, long unsigned int, grape::EmptyType, grape::EmptyType>, long int, gs::LouvainMessage<long unsigned int> >’ has no member named ‘outgoing_edges’ 112 | for (auto& edge : this->outgoing_edges()) { | ~~~~~~^~~~~~~~~~~~~~ In file included from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/serialization/strong_typedef.hpp:27, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/serialization/serialization.hpp:14, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/serialization/split_free.hpp:22, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/serialization/nvp.hpp:35, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/multi_index/detail/index_loader.hpp:22, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/multi_index/detail/index_base.hpp:33, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/multi_index/detail/base_type.hpp:21, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/multi_index_container.hpp:36, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/property_tree/ptree.hpp:21, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/property_tree/json_parser.hpp:14, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/context/selector.h:28, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/core/context/i_context.h:33, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/ctx_wrapper_builder.h:26, from /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc:23: /opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/boost/operators.hpp:162:18: warning: inline function ‘bool boost::operators_impl::operator!=(const boost::multi_index::detail::bidir_node_iterator<boost::multi_index::detail::ordered_index_node<boost::multi_index::detail::null_augment_policy, boost::multi_index::detail::index_node_base<std::pair<const std::basic_string<char>, boost::property_tree::basic_ptree<std::basic_string<char>, std::basic_string<char> > >, std::allocator<std::pair<const std::basic_string<char>, boost::property_tree::basic_ptree<std::basic_string<char>, std::basic_string<char> > > > > > >&, const boost::multi_index::detail::bidir_node_iterator<boost::multi_index::detail::ordered_index_node<boost::multi_index::detail::null_augment_policy, boost::multi_index::detail::index_node_base<std::pair<const std::basic_string<char>, boost::property_tree::basic_ptree<std::basic_string<char>, std::basic_string<char> > >, std::allocator<std::pair<const std::basic_string<char>, boost::property_tree::basic_ptree<std::basic_string<char>, std::basic_string<char> > > > > > >&)’ used but never defined 162 | friend bool operator!=(const T& x, const T& y) { return !static_cast<bool>(x == y); } | ^~~~~~~~ cc1plus: warning: unrecognized command line option ‘-Wno-unused-lambda-capture’ cc1plus: warning: unrecognized command line option ‘-Wno-undef-prefix’ make[2]: *** [CMakeFiles/d3a1dbbd5025e12aba5bdb4745de4d801297fb37a429302ff961f68caed84820.dir/build.make:76: CMakeFiles/d3a1dbbd5025e12aba5bdb4745de4d801297fb37a429302ff961f68caed84820.dir/opt/conda/lib/python3.8/site-packages/graphscope.runtime/include/graphscope/frame/app_frame.cc.o] Error 1 make[1]: *** [CMakeFiles/Makefile2:83: CMakeFiles/d3a1dbbd5025e12aba5bdb4745de4d801297fb37a429302ff961f68caed84820.dir/all] Error 2 make: *** [Makefile:91: all] Error 2 2023-09-13 13:04:39,857 [ERROR][rpc:187]: Runstep failed with code: ANALYTICAL_ENGINE_INTERNAL_ERROR, message: Error occurred during preprocessing, The traceback is: Traceback (most recent call last): File "/opt/conda/lib/python3.8/site-packages/gscoordinator/coordinator.py", line 624, in _RunStep head, bodies = self.run_on_analytical_engine( File "/opt/conda/lib/python3.8/site-packages/gscoordinator/coordinator.py", line 403, in run_on_analytical_engine op, app_sig, app_lib_path = self._maybe_compile_app(op) File "/opt/conda/lib/python3.8/site-packages/gscoordinator/coordinator.py", line 684, in _maybe_compile_app compiled_path = self._compile_lib_and_distribute( File "/opt/conda/lib/python3.8/site-packages/gscoordinator/coordinator.py", line 1256, in _compile_lib_and_distribute app_lib_path, java_jar_path, java_ffi_path, app_type = compile_func( File "/opt/conda/lib/python3.8/site-packages/gscoordinator/utils.py", line 383, in compile_app raise CompilationError( graphscope.framework.errors.CompilationError: Failed to compile app gs::LouvainAppBase<_GRAPH_TYPE> on platform system: Linux machine: x86_64 platform: Linux-5.4.0-65-generic-x86_64-with-glibc2.10 uname: uname_result(system='Linux', node='a264aa579632', release='5.4.0-65-generic', version='#73-Ubuntu SMP Mon Jan 18 17:25:17 UTC 2021', machine='x86_64', processor='x86_64') kernel_ver: #73-Ubuntu SMP Mon Jan 18 17:25:17 UTC 2021 mac_ver: ('', ('', '', ''), '') gcc_ver: b'gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nCopyright (C) 2019 Free Software Foundation, Inc.\nThis is free software; see the source for copying conditions. There is NO\nwarranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.\n\n' python_ver: 3.8.6

[siyuan0322]

你好，Louvain 算法只支持同构图的。也就是一个顶点一条边的情况