/*! \file vector/neta/components.c \brief Network Analysis library - graph componets Computes strongly and weakly connected components. (C) 2009-2010 by Daniel Bundala, and the GRASS Development Team This program is free software under the GNU General Public License (>=v2). Read the file COPYING that comes with GRASS for details. \author Daniel Bundala (Google Summer of Code 2009) \author Markus Metz */ /* example: * * X -->-- X ---- X --<-- X ---- X * N1 N2 N3 N4 N5 * * -->--, --<-- one-way * ---- both ways * * weakly connected: * all 5 nodes, even though there is no direct path from N1 to N4, 5 * but N1 connects to N2, 3, and N4, 5 also connect to N2, 3 * * strongly connected: * no path from N2 to N1, no path from N3 to N4 * component 1: N1 * component 2: N2, 3 * Component3: N4, 5 */ #include #include #include #include #include #include /*! \brief Computes weakly connected components \param graph input graph \param[out] component array of component ids \return number of components \return -1 on failure */ int NetA_weakly_connected_components(dglGraph_s * graph, int *component) { int nnodes, i; dglInt32_t *stack; int stack_size, components; dglInt32_t *cur_node; dglNodeTraverser_s nt; int have_node_costs; dglInt32_t ncost; if (graph->Version < 2) { G_warning("Directed graph must be version 2 or 3 for NetA_weakly_connected_components()"); return -1; } components = 0; nnodes = dglGet_NodeCount(graph); stack = (dglInt32_t *) G_calloc(nnodes + 1, sizeof(dglInt32_t)); if (!stack) { G_fatal_error(_("Out of memory")); return -1; } for (i = 1; i <= nnodes; i++) component[i] = 0; ncost = 0; have_node_costs = dglGet_NodeAttrSize(graph); dglNode_T_Initialize(&nt, graph); for (cur_node = dglNode_T_First(&nt); cur_node; cur_node = dglNode_T_Next(&nt)) { dglInt32_t cur_node_id = dglNodeGet_Id(graph, cur_node); if (!component[cur_node_id]) { stack[0] = cur_node_id; stack_size = 1; component[cur_node_id] = ++components; while (stack_size) { dglInt32_t *node, *edgeset, *edge; dglEdgesetTraverser_s et; node = dglGetNode(graph, stack[--stack_size]); edgeset = dglNodeGet_OutEdgeset(graph, node); dglEdgeset_T_Initialize(&et, graph, edgeset); for (edge = dglEdgeset_T_First(&et); edge; edge = dglEdgeset_T_Next(&et)) { dglInt32_t to; to = dglNodeGet_Id(graph, dglEdgeGet_Tail(graph, edge)); if (!component[to]) { component[to] = components; /* do not go through closed nodes */ if (have_node_costs) { memcpy(&ncost, dglNodeGet_Attr(graph, dglEdgeGet_Tail(graph, edge)), sizeof(ncost)); } if (ncost >= 0) stack[stack_size++] = to; } } dglEdgeset_T_Release(&et); edgeset = dglNodeGet_InEdgeset(graph, node); dglEdgeset_T_Initialize(&et, graph, edgeset); for (edge = dglEdgeset_T_First(&et); edge; edge = dglEdgeset_T_Next(&et)) { dglInt32_t to; to = dglNodeGet_Id(graph, dglEdgeGet_Head(graph, edge)); if (!component[to]) { component[to] = components; /* do not go through closed nodes */ if (have_node_costs) { memcpy(&ncost, dglNodeGet_Attr(graph, dglEdgeGet_Tail(graph, edge)), sizeof(ncost)); } if (ncost >= 0) stack[stack_size++] = to; } } dglEdgeset_T_Release(&et); } } } dglNode_T_Release(&nt); G_free(stack); return components; } /*! \brief Computes strongly connected components with Kosaraju's two-pass algorithm \param graph input graph \param[out] component array of component ids \return number of components \return -1 on failure */ int NetA_strongly_connected_components(dglGraph_s * graph, int *component) { int nnodes, i; dglInt32_t *stack, *order; int *processed; int stack_size, order_size, components; dglInt32_t *cur_node; dglNodeTraverser_s nt; int have_node_costs; dglInt32_t ncost; if (graph->Version < 2) { G_warning("Directed graph must be version 2 or 3 for NetA_strongly_connected_components()"); return -1; } components = 0; nnodes = dglGet_NodeCount(graph); stack = (dglInt32_t *) G_calloc(nnodes + 1, sizeof(dglInt32_t)); order = (dglInt32_t *) G_calloc(nnodes + 1, sizeof(dglInt32_t)); processed = (int *)G_calloc(nnodes + 1, sizeof(int)); if (!stack || !order || !processed) { G_fatal_error(_("Out of memory")); return -1; } for (i = 1; i <= nnodes; i++) { component[i] = 0; } ncost = 0; have_node_costs = dglGet_NodeAttrSize(graph); order_size = 0; dglNode_T_Initialize(&nt, graph); for (cur_node = dglNode_T_First(&nt); cur_node; cur_node = dglNode_T_Next(&nt)) { dglInt32_t cur_node_id = dglNodeGet_Id(graph, cur_node); if (!component[cur_node_id]) { component[cur_node_id] = --components; stack[0] = cur_node_id; stack_size = 1; while (stack_size) { dglInt32_t *node, *edgeset, *edge; dglEdgesetTraverser_s et; dglInt32_t node_id = stack[stack_size - 1]; if (processed[node_id]) { stack_size--; order[order_size++] = node_id; continue; } processed[node_id] = 1; node = dglGetNode(graph, node_id); edgeset = dglNodeGet_OutEdgeset(graph, node); dglEdgeset_T_Initialize(&et, graph, edgeset); for (edge = dglEdgeset_T_First(&et); edge; edge = dglEdgeset_T_Next(&et)) { dglInt32_t to; to = dglNodeGet_Id(graph, dglEdgeGet_Tail(graph, edge)); if (!component[to]) { component[to] = components; /* do not go through closed nodes */ if (have_node_costs) { memcpy(&ncost, dglNodeGet_Attr(graph, dglEdgeGet_Tail(graph, edge)), sizeof(ncost)); } if (ncost < 0) processed[to] = 1; stack[stack_size++] = to; } } dglEdgeset_T_Release(&et); } } } dglNode_T_Release(&nt); components = 0; dglNode_T_Initialize(&nt, graph); while (order_size) { dglInt32_t cur_node_id = order[--order_size]; int cur_comp = component[cur_node_id]; if (cur_comp < 1) { component[cur_node_id] = ++components; stack[0] = cur_node_id; stack_size = 1; while (stack_size) { dglInt32_t *node, *edgeset, *edge; dglEdgesetTraverser_s et; dglInt32_t node_id = stack[--stack_size]; node = dglGetNode(graph, node_id); edgeset = dglNodeGet_InEdgeset(graph, node); dglEdgeset_T_Initialize(&et, graph, edgeset); for (edge = dglEdgeset_T_First(&et); edge; edge = dglEdgeset_T_Next(&et)) { dglInt32_t to; to = dglNodeGet_Id(graph, dglEdgeGet_Head(graph, edge)); if (component[to] == cur_comp) { component[to] = components; /* do not go through closed nodes */ if (have_node_costs) { memcpy(&ncost, dglNodeGet_Attr(graph, dglEdgeGet_Head(graph, edge)), sizeof(ncost)); } if (ncost >= 0) stack[stack_size++] = to; } } dglEdgeset_T_Release(&et); } } } dglNode_T_Release(&nt); G_free(stack); G_free(order); G_free(processed); return components; }