/*------------------------------------------------------------------------- * * bipartite_match.c * Hopcroft-Karp maximum cardinality algorithm for bipartite graphs * * This implementation is based on pseudocode found at: * * https://en.wikipedia.org/w/index.php?title=Hopcroft%E2%80%93Karp_algorithm&oldid=593898016 * * Copyright (c) 2015-2021, PostgreSQL Global Development Group * * IDENTIFICATION * src/backend/lib/bipartite_match.c * *------------------------------------------------------------------------- */ #include "postgres.h" #include #include "lib/bipartite_match.h" #include "miscadmin.h" /* * The distances computed in hk_breadth_search can easily be seen to never * exceed u_size. Since we restrict u_size to be less than SHRT_MAX, we * can therefore use SHRT_MAX as the "infinity" distance needed as a marker. */ #define HK_INFINITY SHRT_MAX static bool hk_breadth_search(BipartiteMatchState *state); static bool hk_depth_search(BipartiteMatchState *state, int u); /* * Given the size of U and V, where each is indexed 1..size, and an adjacency * list, perform the matching and return the resulting state. */ BipartiteMatchState * BipartiteMatch(int u_size, int v_size, short **adjacency) { BipartiteMatchState *state = palloc(sizeof(BipartiteMatchState)); if (u_size < 0 || u_size >= SHRT_MAX || v_size < 0 || v_size >= SHRT_MAX) elog(ERROR, "invalid set size for BipartiteMatch"); state->u_size = u_size; state->v_size = v_size; state->adjacency = adjacency; state->matching = 0; state->pair_uv = (short *) palloc0((u_size + 1) * sizeof(short)); state->pair_vu = (short *) palloc0((v_size + 1) * sizeof(short)); state->distance = (short *) palloc((u_size + 1) * sizeof(short)); state->queue = (short *) palloc((u_size + 2) * sizeof(short)); while (hk_breadth_search(state)) { int u; for (u = 1; u <= u_size; u++) { if (state->pair_uv[u] == 0) if (hk_depth_search(state, u)) state->matching++; } CHECK_FOR_INTERRUPTS(); /* just in case */ } return state; } /* * Free a state returned by BipartiteMatch, except for the original adjacency * list, which is owned by the caller. This only frees memory, so it's optional. */ void BipartiteMatchFree(BipartiteMatchState *state) { /* adjacency matrix is treated as owned by the caller */ pfree(state->pair_uv); pfree(state->pair_vu); pfree(state->distance); pfree(state->queue); pfree(state); } /* * Perform the breadth-first search step of H-K matching. * Returns true if successful. */ static bool hk_breadth_search(BipartiteMatchState *state) { int usize = state->u_size; short *queue = state->queue; short *distance = state->distance; int qhead = 0; /* we never enqueue any node more than once */ int qtail = 0; /* so don't have to worry about wrapping */ int u; distance[0] = HK_INFINITY; for (u = 1; u <= usize; u++) { if (state->pair_uv[u] == 0) { distance[u] = 0; queue[qhead++] = u; } else distance[u] = HK_INFINITY; } while (qtail < qhead) { u = queue[qtail++]; if (distance[u] < distance[0]) { short *u_adj = state->adjacency[u]; int i = u_adj ? u_adj[0] : 0; for (; i > 0; i--) { int u_next = state->pair_vu[u_adj[i]]; if (distance[u_next] == HK_INFINITY) { distance[u_next] = 1 + distance[u]; Assert(qhead < usize + 2); queue[qhead++] = u_next; } } } } return (distance[0] != HK_INFINITY); } /* * Perform the depth-first search step of H-K matching. * Returns true if successful. */ static bool hk_depth_search(BipartiteMatchState *state, int u) { short *distance = state->distance; short *pair_uv = state->pair_uv; short *pair_vu = state->pair_vu; short *u_adj = state->adjacency[u]; int i = u_adj ? u_adj[0] : 0; short nextdist; if (u == 0) return true; if (distance[u] == HK_INFINITY) return false; nextdist = distance[u] + 1; check_stack_depth(); for (; i > 0; i--) { int v = u_adj[i]; if (distance[pair_vu[v]] == nextdist) { if (hk_depth_search(state, pair_vu[v])) { pair_vu[v] = u; pair_uv[u] = v; return true; } } } distance[u] = HK_INFINITY; return false; }