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simple_hashing.cpp
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simple_hashing.cpp
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/*
* simple_hashing.cpp
*
* Created on: Oct 8, 2014
* Author: mzohner
*/
#include "simple_hashing.h"
uint8_t* simple_hashing(uint8_t* elements, uint32_t neles, uint32_t bitlen, uint32_t *outbitlen, uint32_t* nelesinbin, uint32_t nbins,
uint32_t* maxbinsize, uint32_t ntasks, uint32_t nhashfuns, prf_state_ctx* prf_state) {
sht_ctx* table;
//uint8_t** bin_content;
uint8_t *eleptr, *bin_ptr, *result, *res_bins;
uint32_t i, j, tmpneles;
sheg_ctx* ctx;
pthread_t* entry_gen_tasks;
hs_t hs;
init_hashing_state(&hs, neles, bitlen, nbins, nhashfuns, prf_state);
//Set the output bit-length of the hashed elements
*outbitlen = hs.outbitlen;
entry_gen_tasks = (pthread_t*) malloc(sizeof(pthread_t) * ntasks);
ctx = (sheg_ctx*) malloc(sizeof(sheg_ctx) * ntasks);
table = (sht_ctx*) malloc(sizeof(sht_ctx) * ntasks);
//in case no maxbinsize is specified, compute based on Eq3 in eprint 2016/930
if(*maxbinsize == 0) {
int maxbin = compute_maxbin(nhashfuns * neles, hs.nbins);
assert(maxbin != -1);
*maxbinsize = (uint32_t) maxbin;
}
for(i = 0; i < ntasks; i++) {
init_hash_table(table + i, ceil_divide(neles, ntasks), &hs, *maxbinsize);
}
//for(i = 0; i < nbins; i++)
// pthread_mutex_init(locks+i, NULL);
//tmpbuf = (uint8_t*) malloc(table->outbytelen);
for(i = 0; i < ntasks; i++) {
ctx[i].elements = elements;
ctx[i].table = table + i;
ctx[i].startpos = i * ceil_divide(neles, ntasks);
ctx[i].endpos = min(ctx[i].startpos + ceil_divide(neles, ntasks), neles);
ctx[i].hs = &hs;
//cout << "Thread " << i << " starting from " << ctx[i].startpos << " going to " << ctx[i].endpos << " for " << neles << " elements" << endl;
if(pthread_create(entry_gen_tasks+i, NULL, gen_entries, (void*) (ctx+i))) {
cerr << "Error in creating new pthread at simple hashing!" << endl;
exit(0);
}
}
for(i = 0; i < ntasks; i++) {
if(pthread_join(entry_gen_tasks[i], NULL)) {
cerr << "Error in joining pthread at simple hashing!" << endl;
exit(0);
}
}
*maxbinsize = table->maxbinsize;
//for(i = 0, eleptr=elements; i < neles; i++, eleptr+=inbytelen) {
// insert_element(table, eleptr, tmpbuf);
//}
//malloc and copy simple hash table into hash table
//bin_content = (uint8_t**) malloc(sizeof(uint8_t*) * nbins);
//*nelesinbin = (uint32_t*) malloc(sizeof(uint32_t) * nbins);
res_bins = (uint8_t*) malloc(neles * hs.nhashfuns * hs.outbytelen);
bin_ptr = res_bins;
for(i = 0; i < hs.nbins; i++) {
nelesinbin[i] = 0;
for(j = 0; j < ntasks; j++) {
tmpneles = (table +j)->bins[i].nvals;
nelesinbin[i] += tmpneles;
//bin_content[i] = (uint8_t*) malloc(nelesinbin[i] * table->outbytelen);
memcpy(bin_ptr, (table + j)->bins[i].values, tmpneles * hs.outbytelen);
bin_ptr += (tmpneles * hs.outbytelen);
}
//right now only the number of elements in each bin is copied instead of the max bin size
}
for(j = 0; j < ntasks; j++)
free_hash_table(table + j);
free(table);
free(entry_gen_tasks);
free(ctx);
//for(i = 0; i < nbins; i++)
// pthread_mutex_destroy(locks+i);
//free(locks);
free_hashing_state(&hs);
return res_bins;
}
void *gen_entries(void *ctx_tmp) {
//Insert elements in parallel, use lock to communicate
uint8_t *tmpbuf, *eleptr;
sheg_ctx* ctx = (sheg_ctx*) ctx_tmp;
uint32_t i, inbytelen, *address;
address = (uint32_t*) malloc(ctx->hs->nhashfuns * sizeof(uint32_t));
tmpbuf = (uint8_t*) calloc(ceil_divide(ctx->hs->outbitlen, 8), sizeof(uint8_t)); //for(i = 0; i < NUM_HASH_FUNCTIONS; i++) {
// tmpbuf[i] = (uint8_t*) malloc(ceil_divide(ctx->hs->outbitlen, 8));
//}
for(i = ctx->startpos, eleptr=ctx->elements, inbytelen=ctx->hs->inbytelen; i < ctx->endpos; i++, eleptr+=inbytelen) {
insert_element(ctx->table, eleptr, address, tmpbuf, ctx->hs);
}
free(tmpbuf);
free(address);
}
inline void insert_element(sht_ctx* table, uint8_t* element, uint32_t* address, uint8_t* tmpbuf, hs_t* hs) {
uint32_t i, j;
bin_ctx* tmp_bin;
hashElement(element, address, tmpbuf, hs);
//cout << "Element " <<
for(i = 0; i < hs->nhashfuns; i++) {
tmp_bin=table->bins + address[i];
//pthread_mutex_lock(locks + address[i]);
//cout << "Element: " << ((uint32_t*) tmpbuf)[0] << ", position = " << (i&0x03) << " , mapped to " << address[i] << endl;
memcpy(tmp_bin->values + tmp_bin->nvals * hs->outbytelen, tmpbuf, hs->outbytelen);
(tmp_bin->values + tmp_bin->nvals * hs->outbytelen)[0] ^= (i&0x03);
/*for(j = 0; j < i; j++) {
if(address[i] == address[j]) {
memset(tmp_bin->values + tmp_bin->nvals * hs->outbytelen, DUMMY_ENTRY_SERVER, hs->outbytelen);
}
}*/
tmp_bin->nvals++;
if(tmp_bin->nvals == table->maxbinsize) {
cout << "The hash table grew too big, increasing size!" << endl;
increase_max_bin_size(table, hs->outbytelen);
}
//assert(tmp_bin->nvals < table->maxbinsize);
/*cout << "Inserted into bin: " << address << ": " << (hex);
for(uint32_t j = 0; j < table->outbytelen; j++) {
cout << (unsigned int) tmpbuf[j];
}
cout << (dec) << endl;*/
//pthread_mutex_unlock(locks + address[i]);
}
}
void init_hash_table(sht_ctx* table, uint32_t nelements, hs_t* hs, uint32_t maxbinsize) {
uint32_t i;
table->nbins = hs->nbins;
table->maxbinsize = maxbinsize;
table->bins = (bin_ctx*) calloc(hs->nbins, sizeof(bin_ctx));
for(i = 0; i < hs->nbins; i++) {
table->bins[i].values = (uint8_t*) malloc(table->maxbinsize * hs->outbytelen);
}
}
void free_hash_table(sht_ctx* table) {
uint32_t i;
//1. free the byte-pointers for the values in the bints
for(i = 0; i < table->nbins; i++) {
//if(table->bins[i].nvals > 0)
free(table->bins[i].values);
}
//2. free the bins
free(table->bins);
//3. free the actual table
//free(table);
}
inline uint32_t get_max_bin_size(uint32_t nbins, uint32_t neles) {
double n = neles;
if(ceil_divide(neles, nbins) < 3) {
if(neles >= (1<<24))
return 27;
if(neles >= (1<<20))
return 26;
if(neles >= (1<<16))
return 25;
if(neles >= (1<<12))
return 24;
if(neles >= (1<<8))
return 23;
} else
return 6*max((uint32_t) ceil_divide(neles, nbins), (uint32_t) 3);
}
void increase_max_bin_size(sht_ctx* table, uint32_t valbytelen) {
uint32_t new_maxsize = table->maxbinsize * 2;
uint8_t* tmpvals;
for(uint32_t i = 0; i < table->nbins; i++) {
tmpvals = table->bins[i].values;
table->bins[i].values = (uint8_t*) malloc(new_maxsize * valbytelen);
memcpy(table->bins[i].values, tmpvals, table->bins[i].nvals * valbytelen);
free(tmpvals);
}
table->maxbinsize = new_maxsize;
}
//computes res = n choose k
void nchoosek_mul(mpf_t res, int n, int k) {
mpf_t tmp;
mpf_init(tmp);
mpf_set_ui(tmp, 1);
mpf_set_ui(res, 1);
for(int i = 1; i <= k; i++) {
mpf_set_ui(tmp, n - (k - i));
mpf_div_ui(tmp, tmp, i);
mpf_mul(res, res, tmp);
}
mpf_clear(tmp);
}
//computes the number of maximum balls in a bin using the EQ3 in eprint 2016/930.
//first argument: number of balls, n, second argument: number of bins
int compute_maxbin(uint32_t balls_int, uint32_t bins_int) {
//cout << "Computing parameters for balls = " << balls_int << ", and bins = " << bins_int << endl;
mpf_set_default_prec(1024);
int neg_40 = 40;
int maxbin = -1;
mpf_t b, p, pinv, cmb, p1, p2, sum, tmp, p40, two;
mpf_init(b);
mpf_init(p);
mpf_init(p1);
mpf_init(p2);
mpf_init(pinv);
mpf_init(cmb);
mpf_init(sum);
mpf_init(tmp);
mpf_init(p40);
mpf_init(two);
mpf_set_d(two, (double) 0.5);
mpf_pow_ui(p40, two, neg_40);
//Set the number of elements and the number of bins
mpf_set_ui(b, bins_int);
//Compute the probability of mapping to a bin as well as its inverse
mpf_ui_div(p, 1L, b);
mpf_ui_sub(pinv, 1L, p);
mpf_set_ui(sum, 0);
bool gotp40=false;
for(int i = 0; i < 150000 && !gotp40; i++) {
nchoosek_mul(cmb, balls_int, i);
//(1/b)^i
mpf_pow_ui(p1, p, i);
//(1-1/b)^(n-i)
mpf_pow_ui(p2, pinv, balls_int-i);
//cmb * p1 * p2 * b
mpf_mul(tmp, cmb, p1);
mpf_mul(tmp, tmp, p2);
mpf_add(sum, sum, tmp);
mpf_pow_ui(tmp, sum, bins_int);
mpf_ui_sub(tmp, 1, tmp);
if(mpf_cmp(tmp, p40) < 1 && !gotp40) {
maxbin = i;
//cout << ", 2^-{40}: " << i << endl;
gotp40=true;
}
}
mpf_clear(b);
mpf_clear(p);
mpf_clear(p1);
mpf_clear(p2);
mpf_clear(pinv);
mpf_clear(cmb);
mpf_clear(sum);
mpf_clear(tmp);
mpf_clear(p40);
mpf_clear(two);
//cout << "Resulting maxbin = " << maxbin << endl;
return maxbin;
}