Implement weakly connected components as a query module

Reviewers: teon.banek, dsantl

Reviewed By: teon.banek, dsantl

Subscribers: pullbot

Differential Revision: https://phabricator.memgraph.io/D2577
This commit is contained in:
Ivan Paljak 2019-11-28 16:51:14 +01:00
parent 7cb4c64a48
commit e605aed497
3 changed files with 142 additions and 0 deletions

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@ -19,3 +19,4 @@ install(PROGRAMS $<TARGET_FILE:example>
install(FILES example.c DESTINATION lib/memgraph/query_modules)
add_subdirectory(louvain)
add_subdirectory(connectivity)

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@ -0,0 +1,10 @@
set(MODULE src/connectivity_module.cpp)
include_directories(src)
add_library(connectivity SHARED ${MODULE})
target_include_directories(connectivity PRIVATE ${CMAKE_SOURCE_DIR}/include)
install(PROGRAMS $<TARGET_FILE:connectivity>
DESTINATION lib/memgraph/query_modules
RENAME connectivity.so)

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@ -0,0 +1,131 @@
#include "mg_procedure.h"
#include <queue>
#include <unordered_map>
// Finds weakly connected components of a graph.
// Time complexity: O(|V|+|E|)
static void weak(const mgp_list *args, const mgp_graph *graph,
mgp_result *result, mgp_memory *memory) {
std::unordered_map<int64_t, int64_t> vertex_component;
mgp_vertices_iterator *vertices_iterator =
mgp_graph_iter_vertices(graph, memory);
if (vertices_iterator == nullptr) {
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
int64_t curr_component = 0;
for (const mgp_vertex *vertex = mgp_vertices_iterator_get(vertices_iterator);
vertex != nullptr;
vertex = mgp_vertices_iterator_next(vertices_iterator)) {
mgp_vertex_id vertex_id = mgp_vertex_get_id(vertex);
if (vertex_component.find(vertex_id.as_int) != vertex_component.end())
continue;
// run bfs from current vertex
std::queue<int64_t> q;
q.push(vertex_id.as_int);
vertex_component[vertex_id.as_int] = curr_component;
while (!q.empty()) {
mgp_vertex *v = mgp_graph_get_vertex_by_id(graph, {q.front()}, memory);
if (v == nullptr) {
mgp_vertices_iterator_destroy(vertices_iterator);
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
q.pop();
// iterate over inbound edges
mgp_edges_iterator *edges_iterator = mgp_vertex_iter_in_edges(v, memory);
if (edges_iterator == nullptr) {
mgp_vertex_destroy(v);
mgp_vertices_iterator_destroy(vertices_iterator);
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
for (const mgp_edge *edge = mgp_edges_iterator_get(edges_iterator);
edge != nullptr; edge = mgp_edges_iterator_next(edges_iterator)) {
mgp_vertex_id next_id = mgp_vertex_get_id(mgp_edge_get_from(edge));
if (vertex_component.find(next_id.as_int) != vertex_component.end())
continue;
vertex_component[next_id.as_int] = curr_component;
q.push(next_id.as_int);
}
// iterate over outbound edges
mgp_edges_iterator_destroy(edges_iterator);
edges_iterator = mgp_vertex_iter_out_edges(v, memory);
if (edges_iterator == nullptr) {
mgp_vertex_destroy(v);
mgp_vertices_iterator_destroy(vertices_iterator);
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
for (const mgp_edge *edge = mgp_edges_iterator_get(edges_iterator);
edge != nullptr; edge = mgp_edges_iterator_next(edges_iterator)) {
mgp_vertex_id next_id = mgp_vertex_get_id(mgp_edge_get_to(edge));
if (vertex_component.find(next_id.as_int) != vertex_component.end())
continue;
vertex_component[next_id.as_int] = curr_component;
q.push(next_id.as_int);
}
mgp_vertex_destroy(v);
mgp_edges_iterator_destroy(edges_iterator);
}
++curr_component;
}
mgp_vertices_iterator_destroy(vertices_iterator);
for (const auto &p : vertex_component) {
mgp_result_record *record = mgp_result_new_record(result);
if (record == nullptr) {
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
mgp_value *mem_id_value = mgp_value_make_int(p.first, memory);
if (mem_id_value == nullptr) {
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
mgp_value *comp_value = mgp_value_make_int(p.second, memory);
if (comp_value == nullptr) {
mgp_value_destroy(mem_id_value);
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
int mem_id_inserted = mgp_result_record_insert(record, "id", mem_id_value);
int comp_inserted =
mgp_result_record_insert(record, "component", comp_value);
mgp_value_destroy(mem_id_value);
mgp_value_destroy(comp_value);
if (!mem_id_inserted || !comp_inserted) {
mgp_result_set_error_msg(result, "Not enough memory");
return;
}
}
}
extern "C" int mgp_init_module(struct mgp_module *module,
struct mgp_memory *memory) {
struct mgp_proc *wcc_proc =
mgp_module_add_read_procedure(module, "weak", weak);
if (!mgp_proc_add_result(wcc_proc, "id", mgp_type_int())) return 1;
if (!mgp_proc_add_result(wcc_proc, "component", mgp_type_int())) return 1;
return 0;
}
extern "C" int mgp_shutdown_module() {
return 0;
}