glib/girepository/cmph/bmz.c
Ville Skyttä b20647c2e2 docs: spelling and grammar fixes
Signed-off-by: Ville Skyttä <ville.skytta@iki.fi>
2024-04-01 11:01:06 +00:00

639 lines
20 KiB
C

#include "graph.h"
#include "bmz.h"
#include "cmph_structs.h"
#include "bmz_structs.h"
#include "hash.h"
#include "vqueue.h"
#include "bitbool.h"
#include <math.h>
#include <stdlib.h>
#include <stdio.h>
#include <assert.h>
#include <string.h>
#include <errno.h>
//#define DEBUG
#include "debug.h"
static int bmz_gen_edges(cmph_config_t *mph);
static cmph_uint8 bmz_traverse_critical_nodes(bmz_config_data_t *bmz, cmph_uint32 v, cmph_uint32 * biggest_g_value, cmph_uint32 * biggest_edge_value, cmph_uint8 * used_edges, cmph_uint8 * visited);
static cmph_uint8 bmz_traverse_critical_nodes_heuristic(bmz_config_data_t *bmz, cmph_uint32 v, cmph_uint32 * biggest_g_value, cmph_uint32 * biggest_edge_value, cmph_uint8 * used_edges, cmph_uint8 * visited);
static void bmz_traverse_non_critical_nodes(bmz_config_data_t *bmz, cmph_uint8 * used_edges, cmph_uint8 * visited);
bmz_config_data_t *bmz_config_new(void)
{
bmz_config_data_t *bmz = NULL;
bmz = (bmz_config_data_t *)malloc(sizeof(bmz_config_data_t));
assert(bmz);
memset(bmz, 0, sizeof(bmz_config_data_t));
bmz->hashfuncs[0] = CMPH_HASH_JENKINS;
bmz->hashfuncs[1] = CMPH_HASH_JENKINS;
bmz->g = NULL;
bmz->graph = NULL;
bmz->hashes = NULL;
return bmz;
}
void bmz_config_destroy(cmph_config_t *mph)
{
bmz_config_data_t *data = (bmz_config_data_t *)mph->data;
DEBUGP("Destroying algorithm dependent data\n");
free(data);
}
void bmz_config_set_hashfuncs(cmph_config_t *mph, CMPH_HASH *hashfuncs)
{
bmz_config_data_t *bmz = (bmz_config_data_t *)mph->data;
CMPH_HASH *hashptr = hashfuncs;
cmph_uint32 i = 0;
while(*hashptr != CMPH_HASH_COUNT)
{
if (i >= 2) break; //bmz only uses two hash functions
bmz->hashfuncs[i] = *hashptr;
++i, ++hashptr;
}
}
cmph_t *bmz_new(cmph_config_t *mph, double c)
{
cmph_t *mphf = NULL;
bmz_data_t *bmzf = NULL;
cmph_uint32 i;
cmph_uint32 iterations;
cmph_uint32 iterations_map = 20;
cmph_uint8 *used_edges = NULL;
cmph_uint8 restart_mapping = 0;
cmph_uint8 * visited = NULL;
bmz_config_data_t *bmz = (bmz_config_data_t *)mph->data;
if (c == 0) c = 1.15; // validating restrictions over parameter c.
DEBUGP("c: %f\n", c);
bmz->m = mph->key_source->nkeys;
bmz->n = (cmph_uint32)ceil(c * mph->key_source->nkeys);
DEBUGP("m (edges): %u n (vertices): %u c: %f\n", bmz->m, bmz->n, c);
bmz->graph = graph_new(bmz->n, bmz->m);
DEBUGP("Created graph\n");
bmz->hashes = (hash_state_t **)malloc(sizeof(hash_state_t *)*3);
for(i = 0; i < 3; ++i) bmz->hashes[i] = NULL;
do
{
// Mapping step
cmph_uint32 biggest_g_value = 0;
cmph_uint32 biggest_edge_value = 1;
iterations = 100;
if (mph->verbosity)
{
fprintf(stderr, "Entering mapping step for mph creation of %u keys with graph sized %u\n", bmz->m, bmz->n);
}
while(1)
{
int ok;
DEBUGP("hash function 1\n");
bmz->hashes[0] = hash_state_new(bmz->hashfuncs[0], bmz->n);
DEBUGP("hash function 2\n");
bmz->hashes[1] = hash_state_new(bmz->hashfuncs[1], bmz->n);
DEBUGP("Generating edges\n");
ok = bmz_gen_edges(mph);
if (!ok)
{
--iterations;
hash_state_destroy(bmz->hashes[0]);
bmz->hashes[0] = NULL;
hash_state_destroy(bmz->hashes[1]);
bmz->hashes[1] = NULL;
DEBUGP("%u iterations remaining\n", iterations);
if (mph->verbosity)
{
fprintf(stderr, "simple graph creation failure - %u iterations remaining\n", iterations);
}
if (iterations == 0) break;
}
else break;
}
if (iterations == 0)
{
graph_destroy(bmz->graph);
return NULL;
}
// Ordering step
if (mph->verbosity)
{
fprintf(stderr, "Starting ordering step\n");
}
graph_obtain_critical_nodes(bmz->graph);
// Searching step
if (mph->verbosity)
{
fprintf(stderr, "Starting Searching step.\n");
fprintf(stderr, "\tTraversing critical vertices.\n");
}
DEBUGP("Searching step\n");
visited = (cmph_uint8 *)malloc((size_t)bmz->n/8 + 1);
memset(visited, 0, (size_t)bmz->n/8 + 1);
used_edges = (cmph_uint8 *)malloc((size_t)bmz->m/8 + 1);
memset(used_edges, 0, (size_t)bmz->m/8 + 1);
free(bmz->g);
bmz->g = (cmph_uint32 *)calloc((size_t)bmz->n, sizeof(cmph_uint32));
assert(bmz->g);
for (i = 0; i < bmz->n; ++i) // critical nodes
{
if (graph_node_is_critical(bmz->graph, i) && (!GETBIT(visited,i)))
{
if(c > 1.14) restart_mapping = bmz_traverse_critical_nodes(bmz, i, &biggest_g_value, &biggest_edge_value, used_edges, visited);
else restart_mapping = bmz_traverse_critical_nodes_heuristic(bmz, i, &biggest_g_value, &biggest_edge_value, used_edges, visited);
if(restart_mapping) break;
}
}
if(!restart_mapping)
{
if (mph->verbosity)
{
fprintf(stderr, "\tTraversing non critical vertices.\n");
}
bmz_traverse_non_critical_nodes(bmz, used_edges, visited); // non_critical_nodes
}
else
{
iterations_map--;
if (mph->verbosity) fprintf(stderr, "Restarting mapping step. %u iterations remaining.\n", iterations_map);
}
free(used_edges);
free(visited);
}while(restart_mapping && iterations_map > 0);
graph_destroy(bmz->graph);
bmz->graph = NULL;
if (iterations_map == 0)
{
return NULL;
}
mphf = (cmph_t *)malloc(sizeof(cmph_t));
mphf->algo = mph->algo;
bmzf = (bmz_data_t *)malloc(sizeof(bmz_data_t));
bmzf->g = bmz->g;
bmz->g = NULL; //transfer memory ownership
bmzf->hashes = bmz->hashes;
bmz->hashes = NULL; //transfer memory ownership
bmzf->n = bmz->n;
bmzf->m = bmz->m;
mphf->data = bmzf;
mphf->size = bmz->m;
DEBUGP("Successfully generated minimal perfect hash\n");
if (mph->verbosity)
{
fprintf(stderr, "Successfully generated minimal perfect hash function\n");
}
return mphf;
}
static cmph_uint8 bmz_traverse_critical_nodes(bmz_config_data_t *bmz, cmph_uint32 v, cmph_uint32 * biggest_g_value, cmph_uint32 * biggest_edge_value, cmph_uint8 * used_edges, cmph_uint8 * visited)
{
cmph_uint32 next_g;
cmph_uint32 u; /* Auxiliary vertex */
cmph_uint32 lav; /* lookahead vertex */
cmph_uint8 collision;
vqueue_t * q = vqueue_new((cmph_uint32)(graph_ncritical_nodes(bmz->graph)) + 1);
graph_iterator_t it, it1;
DEBUGP("Labelling critical vertices\n");
bmz->g[v] = (cmph_uint32)ceil ((double)(*biggest_edge_value)/2) - 1;
SETBIT(visited, v);
next_g = (cmph_uint32)floor((double)(*biggest_edge_value/2)); /* next_g is incremented in the do..while statement*/
vqueue_insert(q, v);
while(!vqueue_is_empty(q))
{
v = vqueue_remove(q);
it = graph_neighbors_it(bmz->graph, v);
while ((u = graph_next_neighbor(bmz->graph, &it)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, u) && (!GETBIT(visited,u)))
{
collision = 1;
while(collision) // lookahead to resolve collisions
{
next_g = *biggest_g_value + 1;
it1 = graph_neighbors_it(bmz->graph, u);
collision = 0;
while((lav = graph_next_neighbor(bmz->graph, &it1)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, lav) && GETBIT(visited,lav))
{
if(next_g + bmz->g[lav] >= bmz->m)
{
vqueue_destroy(q);
return 1; // restart mapping step.
}
if (GETBIT(used_edges, (next_g + bmz->g[lav])))
{
collision = 1;
break;
}
}
}
if (next_g > *biggest_g_value) *biggest_g_value = next_g;
}
// Marking used edges...
it1 = graph_neighbors_it(bmz->graph, u);
while((lav = graph_next_neighbor(bmz->graph, &it1)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, lav) && GETBIT(visited, lav))
{
SETBIT(used_edges,(next_g + bmz->g[lav]));
if(next_g + bmz->g[lav] > *biggest_edge_value) *biggest_edge_value = next_g + bmz->g[lav];
}
}
bmz->g[u] = next_g; // Labelling vertex u.
SETBIT(visited,u);
vqueue_insert(q, u);
}
}
}
vqueue_destroy(q);
return 0;
}
static cmph_uint8 bmz_traverse_critical_nodes_heuristic(bmz_config_data_t *bmz, cmph_uint32 v, cmph_uint32 * biggest_g_value, cmph_uint32 * biggest_edge_value, cmph_uint8 * used_edges, cmph_uint8 * visited)
{
cmph_uint32 next_g;
cmph_uint32 u; /* Auxiliary vertex */
cmph_uint32 lav; /* lookahead vertex */
cmph_uint8 collision;
cmph_uint32 * unused_g_values = NULL;
cmph_uint32 unused_g_values_capacity = 0;
cmph_uint32 nunused_g_values = 0;
vqueue_t * q = vqueue_new((cmph_uint32)(0.5*graph_ncritical_nodes(bmz->graph))+1);
graph_iterator_t it, it1;
DEBUGP("Labelling critical vertices\n");
bmz->g[v] = (cmph_uint32)ceil ((double)(*biggest_edge_value)/2) - 1;
SETBIT(visited, v);
next_g = (cmph_uint32)floor((double)(*biggest_edge_value/2)); /* next_g is incremented in the do..while statement*/
vqueue_insert(q, v);
while(!vqueue_is_empty(q))
{
v = vqueue_remove(q);
it = graph_neighbors_it(bmz->graph, v);
while ((u = graph_next_neighbor(bmz->graph, &it)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, u) && (!GETBIT(visited,u)))
{
cmph_uint32 next_g_index = 0;
collision = 1;
while(collision) // lookahead to resolve collisions
{
if (next_g_index < nunused_g_values)
{
next_g = unused_g_values[next_g_index++];
}
else
{
next_g = *biggest_g_value + 1;
next_g_index = UINT_MAX;
}
it1 = graph_neighbors_it(bmz->graph, u);
collision = 0;
while((lav = graph_next_neighbor(bmz->graph, &it1)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, lav) && GETBIT(visited,lav))
{
if(next_g + bmz->g[lav] >= bmz->m)
{
vqueue_destroy(q);
free(unused_g_values);
return 1; // restart mapping step.
}
if (GETBIT(used_edges, (next_g + bmz->g[lav])))
{
collision = 1;
break;
}
}
}
if(collision && (next_g > *biggest_g_value)) // saving the current g value stored in next_g.
{
if(nunused_g_values == unused_g_values_capacity)
{
unused_g_values = (cmph_uint32 *)realloc(unused_g_values, (unused_g_values_capacity + BUFSIZ)*sizeof(cmph_uint32));
unused_g_values_capacity += BUFSIZ;
}
unused_g_values[nunused_g_values++] = next_g;
}
if (next_g > *biggest_g_value) *biggest_g_value = next_g;
}
next_g_index--;
if (next_g_index < nunused_g_values) unused_g_values[next_g_index] = unused_g_values[--nunused_g_values];
// Marking used edges...
it1 = graph_neighbors_it(bmz->graph, u);
while((lav = graph_next_neighbor(bmz->graph, &it1)) != GRAPH_NO_NEIGHBOR)
{
if (graph_node_is_critical(bmz->graph, lav) && GETBIT(visited, lav))
{
SETBIT(used_edges,(next_g + bmz->g[lav]));
if(next_g + bmz->g[lav] > *biggest_edge_value) *biggest_edge_value = next_g + bmz->g[lav];
}
}
bmz->g[u] = next_g; // Labelling vertex u.
SETBIT(visited, u);
vqueue_insert(q, u);
}
}
}
vqueue_destroy(q);
free(unused_g_values);
return 0;
}
static cmph_uint32 next_unused_edge(bmz_config_data_t *bmz, cmph_uint8 * used_edges, cmph_uint32 unused_edge_index)
{
while(1)
{
assert(unused_edge_index < bmz->m);
if(GETBIT(used_edges, unused_edge_index)) unused_edge_index ++;
else break;
}
return unused_edge_index;
}
static void bmz_traverse(bmz_config_data_t *bmz, cmph_uint8 * used_edges, cmph_uint32 v, cmph_uint32 * unused_edge_index, cmph_uint8 * visited)
{
graph_iterator_t it = graph_neighbors_it(bmz->graph, v);
cmph_uint32 neighbor = 0;
while((neighbor = graph_next_neighbor(bmz->graph, &it)) != GRAPH_NO_NEIGHBOR)
{
if(GETBIT(visited,neighbor)) continue;
//DEBUGP("Visiting neighbor %u\n", neighbor);
*unused_edge_index = next_unused_edge(bmz, used_edges, *unused_edge_index);
bmz->g[neighbor] = *unused_edge_index - bmz->g[v];
//if (bmz->g[neighbor] >= bmz->m) bmz->g[neighbor] += bmz->m;
SETBIT(visited, neighbor);
(*unused_edge_index)++;
bmz_traverse(bmz, used_edges, neighbor, unused_edge_index, visited);
}
}
static void bmz_traverse_non_critical_nodes(bmz_config_data_t *bmz, cmph_uint8 * used_edges, cmph_uint8 * visited)
{
cmph_uint32 i, v1, v2, unused_edge_index = 0;
DEBUGP("Labelling non critical vertices\n");
for(i = 0; i < bmz->m; i++)
{
v1 = graph_vertex_id(bmz->graph, i, 0);
v2 = graph_vertex_id(bmz->graph, i, 1);
if((GETBIT(visited,v1) && GETBIT(visited,v2)) || (!GETBIT(visited,v1) && !GETBIT(visited,v2))) continue;
if(GETBIT(visited,v1)) bmz_traverse(bmz, used_edges, v1, &unused_edge_index, visited);
else bmz_traverse(bmz, used_edges, v2, &unused_edge_index, visited);
}
for(i = 0; i < bmz->n; i++)
{
if(!GETBIT(visited,i))
{
bmz->g[i] = 0;
SETBIT(visited, i);
bmz_traverse(bmz, used_edges, i, &unused_edge_index, visited);
}
}
}
static int bmz_gen_edges(cmph_config_t *mph)
{
cmph_uint32 e;
bmz_config_data_t *bmz = (bmz_config_data_t *)mph->data;
cmph_uint8 multiple_edges = 0;
DEBUGP("Generating edges for %u vertices\n", bmz->n);
graph_clear_edges(bmz->graph);
mph->key_source->rewind(mph->key_source->data);
for (e = 0; e < mph->key_source->nkeys; ++e)
{
cmph_uint32 h1, h2;
cmph_uint32 keylen;
char *key = NULL;
mph->key_source->read(mph->key_source->data, &key, &keylen);
// if (key == NULL)fprintf(stderr, "key = %s -- read BMZ\n", key);
h1 = hash(bmz->hashes[0], key, keylen) % bmz->n;
h2 = hash(bmz->hashes[1], key, keylen) % bmz->n;
if (h1 == h2) if (++h2 >= bmz->n) h2 = 0;
if (h1 == h2)
{
if (mph->verbosity) fprintf(stderr, "Self loop for key %u\n", e);
mph->key_source->dispose(mph->key_source->data, key, keylen);
return 0;
}
//DEBUGP("Adding edge: %u -> %u for key %s\n", h1, h2, key);
mph->key_source->dispose(mph->key_source->data, key, keylen);
// fprintf(stderr, "key = %s -- dispose BMZ\n", key);
multiple_edges = graph_contains_edge(bmz->graph, h1, h2);
if (mph->verbosity && multiple_edges) fprintf(stderr, "A non simple graph was generated\n");
if (multiple_edges) return 0; // checking multiple edge restriction.
graph_add_edge(bmz->graph, h1, h2);
}
return !multiple_edges;
}
int bmz_dump(cmph_t *mphf, FILE *fd)
{
char *buf = NULL;
cmph_uint32 buflen;
cmph_uint32 two = 2; //number of hash functions
bmz_data_t *data = (bmz_data_t *)mphf->data;
register size_t nbytes;
#ifdef DEBUG
cmph_uint32 i;
#endif
__cmph_dump(mphf, fd);
nbytes = fwrite(&two, sizeof(cmph_uint32), (size_t)1, fd);
hash_state_dump(data->hashes[0], &buf, &buflen);
DEBUGP("Dumping hash state with %u bytes to disk\n", buflen);
nbytes = fwrite(&buflen, sizeof(cmph_uint32), (size_t)1, fd);
nbytes = fwrite(buf, (size_t)buflen, (size_t)1, fd);
free(buf);
hash_state_dump(data->hashes[1], &buf, &buflen);
DEBUGP("Dumping hash state with %u bytes to disk\n", buflen);
nbytes = fwrite(&buflen, sizeof(cmph_uint32), (size_t)1, fd);
nbytes = fwrite(buf, (size_t)buflen, (size_t)1, fd);
free(buf);
nbytes = fwrite(&(data->n), sizeof(cmph_uint32), (size_t)1, fd);
nbytes = fwrite(&(data->m), sizeof(cmph_uint32), (size_t)1, fd);
nbytes = fwrite(data->g, sizeof(cmph_uint32)*(data->n), (size_t)1, fd);
if (nbytes == 0 && ferror(fd)) {
fprintf(stderr, "ERROR: %s\n", strerror(errno));
return 0;
}
#ifdef DEBUG
fprintf(stderr, "G: ");
for (i = 0; i < data->n; ++i) fprintf(stderr, "%u ", data->g[i]);
fprintf(stderr, "\n");
#endif
return 1;
}
void bmz_load(FILE *f, cmph_t *mphf)
{
cmph_uint32 nhashes;
char *buf = NULL;
cmph_uint32 buflen;
cmph_uint32 i;
bmz_data_t *bmz = (bmz_data_t *)malloc(sizeof(bmz_data_t));
register size_t nbytes;
DEBUGP("Loading bmz mphf\n");
mphf->data = bmz;
nbytes = fread(&nhashes, sizeof(cmph_uint32), (size_t)1, f);
bmz->hashes = (hash_state_t **)malloc(sizeof(hash_state_t *)*(nhashes + 1));
bmz->hashes[nhashes] = NULL;
DEBUGP("Reading %u hashes\n", nhashes);
for (i = 0; i < nhashes; ++i)
{
hash_state_t *state = NULL;
nbytes = fread(&buflen, sizeof(cmph_uint32), (size_t)1, f);
DEBUGP("Hash state has %u bytes\n", buflen);
buf = (char *)malloc((size_t)buflen);
nbytes = fread(buf, (size_t)buflen, (size_t)1, f);
state = hash_state_load(buf, buflen);
bmz->hashes[i] = state;
free(buf);
}
DEBUGP("Reading m and n\n");
nbytes = fread(&(bmz->n), sizeof(cmph_uint32), (size_t)1, f);
nbytes = fread(&(bmz->m), sizeof(cmph_uint32), (size_t)1, f);
bmz->g = (cmph_uint32 *)malloc(sizeof(cmph_uint32)*bmz->n);
nbytes = fread(bmz->g, bmz->n*sizeof(cmph_uint32), (size_t)1, f);
if (nbytes == 0 && ferror(f)) {
fprintf(stderr, "ERROR: %s\n", strerror(errno));
return;
}
#ifdef DEBUG
fprintf(stderr, "G: ");
for (i = 0; i < bmz->n; ++i) fprintf(stderr, "%u ", bmz->g[i]);
fprintf(stderr, "\n");
#endif
return;
}
cmph_uint32 bmz_search(cmph_t *mphf, const char *key, cmph_uint32 keylen)
{
bmz_data_t *bmz = mphf->data;
cmph_uint32 h1 = hash(bmz->hashes[0], key, keylen) % bmz->n;
cmph_uint32 h2 = hash(bmz->hashes[1], key, keylen) % bmz->n;
DEBUGP("key: %s h1: %u h2: %u\n", key, h1, h2);
if (h1 == h2 && ++h2 > bmz->n) h2 = 0;
DEBUGP("key: %s g[h1]: %u g[h2]: %u edges: %u\n", key, bmz->g[h1], bmz->g[h2], bmz->m);
return bmz->g[h1] + bmz->g[h2];
}
void bmz_destroy(cmph_t *mphf)
{
bmz_data_t *data = (bmz_data_t *)mphf->data;
free(data->g);
hash_state_destroy(data->hashes[0]);
hash_state_destroy(data->hashes[1]);
free(data->hashes);
free(data);
free(mphf);
}
/** \fn void bmz_pack(cmph_t *mphf, void *packed_mphf);
* \brief Support the ability to pack a perfect hash function into a preallocated contiguous memory space pointed by packed_mphf.
* \param mphf pointer to the resulting mphf
* \param packed_mphf pointer to the contiguous memory area used to store the resulting mphf. The size of packed_mphf must be at least cmph_packed_size()
*/
void bmz_pack(cmph_t *mphf, void *packed_mphf)
{
bmz_data_t *data = (bmz_data_t *)mphf->data;
cmph_uint8 * ptr = packed_mphf;
CMPH_HASH h2_type;
// packing h1 type
CMPH_HASH h1_type = hash_get_type(data->hashes[0]);
*((cmph_uint32 *) ptr) = h1_type;
ptr += sizeof(cmph_uint32);
// packing h1
hash_state_pack(data->hashes[0], ptr);
ptr += hash_state_packed_size(h1_type);
// packing h2 type
h2_type = hash_get_type(data->hashes[1]);
*((cmph_uint32 *) ptr) = h2_type;
ptr += sizeof(cmph_uint32);
// packing h2
hash_state_pack(data->hashes[1], ptr);
ptr += hash_state_packed_size(h2_type);
// packing n
*((cmph_uint32 *) ptr) = data->n;
ptr += sizeof(data->n);
// packing g
memcpy(ptr, data->g, sizeof(cmph_uint32)*data->n);
}
/** \fn cmph_uint32 bmz_packed_size(cmph_t *mphf);
* \brief Return the amount of space needed to pack mphf.
* \param mphf pointer to a mphf
* \return the size of the packed function or zero for failures
*/
cmph_uint32 bmz_packed_size(cmph_t *mphf)
{
bmz_data_t *data = (bmz_data_t *)mphf->data;
CMPH_HASH h1_type = hash_get_type(data->hashes[0]);
CMPH_HASH h2_type = hash_get_type(data->hashes[1]);
return (cmph_uint32)(sizeof(CMPH_ALGO) + hash_state_packed_size(h1_type) + hash_state_packed_size(h2_type) +
3*sizeof(cmph_uint32) + sizeof(cmph_uint32)*data->n);
}
/** cmph_uint32 bmz_search(void *packed_mphf, const char *key, cmph_uint32 keylen);
* \brief Use the packed mphf to do a search.
* \param packed_mphf pointer to the packed mphf
* \param key key to be hashed
* \param keylen key length in bytes
* \return The mphf value
*/
cmph_uint32 bmz_search_packed(void *packed_mphf, const char *key, cmph_uint32 keylen)
{
register cmph_uint8 *h1_ptr = packed_mphf;
register CMPH_HASH h1_type = *((cmph_uint32 *)h1_ptr);
register cmph_uint8 *h2_ptr;
register CMPH_HASH h2_type;
register cmph_uint32 *g_ptr, n, h1, h2;
h1_ptr += 4;
h2_ptr = h1_ptr + hash_state_packed_size(h1_type);
h2_type = *((cmph_uint32 *)h2_ptr);
h2_ptr += 4;
g_ptr = (cmph_uint32 *)(h2_ptr + hash_state_packed_size(h2_type));
n = *g_ptr++;
h1 = hash_packed(h1_ptr, h1_type, key, keylen) % n;
h2 = hash_packed(h2_ptr, h2_type, key, keylen) % n;
if (h1 == h2 && ++h2 > n) h2 = 0;
return (g_ptr[h1] + g_ptr[h2]);
}