#ifndef PIECEWISEFIX_PACK_H_ #define PIECEWISEFIX_PACK_H_ #include "common.h" #include "codecs.h" #include "bit_read.h" #include "bit_write.h" #include "lr.h" #define INF 0x7f7fffff namespace Codecset { class piecewise_fix_pack : public IntegerCODEC { public: using IntegerCODEC::encodeArray; using IntegerCODEC::decodeArray; using IntegerCODEC::randomdecodeArray; using IntegerCODEC::encodeArray8; using IntegerCODEC::decodeArray8; using IntegerCODEC::randomdecodeArray8; using IntegerCODEC::init; int block_num; int block_size; void init(int blocks, int blocksize,int extra){ block_num=blocks; block_size=blocksize; } int random(int m){ return rand()%m; } // bit + theta0 + theta1 + delta uint8_t * encodeArray8(uint32_t *in, const size_t length,uint8_t *res, size_t nvalue) { uint8_t *out = res; std::vector indexes; std::vector keys; for(uint32_t i = 0; i < length; i++){ indexes.emplace_back((double) i); keys.emplace_back((double) in[i]); } int *delta = new int[length]; lr mylr; //mylr.caltheta_LOO(indexes,keys,length); mylr.caltheta(indexes,keys,length); //std::cout<<"Theta: "<max_error){ max_error = abs(tmp); } } int tmp_bit = bits(max_error)+1; out[0]=(uint8_t)tmp_bit; out++; double theta0 = mylr.theta0; double theta1 = mylr.theta1; memcpy(out,&theta0,sizeof(theta0)); out+=sizeof(theta0); memcpy(out,&theta1,sizeof(theta1)); out+=sizeof(theta1); if(tmp_bit>=31){ out = write_delta_default(in,out,32,length); } else{ out = write_delta(delta, out, tmp_bit, length); } free(delta); return out; } uint32_t *decodeArray8( uint8_t *in, const size_t length, uint32_t *out, size_t nvalue) { //std::cout<<"decompressing all!"<=31){ read_all_default(tmpin ,0,0, length, maxerror,theta1,theta0, out); } else{ read_all_bit_fix(tmpin ,0,0, length, maxerror,theta1,theta0, out); } return out; } uint32_t randomdecodeArray8( uint8_t *in, const size_t l, uint32_t *out, size_t nvalue){ double theta0; double theta1; uint8_t maxerror; uint8_t * tmpin=in; memcpy(&maxerror,tmpin,1); tmpin++; memcpy(&theta0,tmpin,8); tmpin+=8; memcpy(&theta1,tmpin,8); tmpin+=8; uint32_t tmp=0; if(maxerror>=31){ tmp = read_bit_default(tmpin ,maxerror, l, theta1,theta0, 0); } else{ tmp = read_bit_fix(tmpin ,maxerror, l, theta1,theta0, 0); } return tmp; } uint64_t summation( uint8_t *in, const size_t l, size_t nvalue){ long long sum =0; double theta0; double theta1; uint8_t maxerror; uint8_t * tmpin=in; memcpy(&maxerror,tmpin,1); tmpin++; memcpy(&theta0,tmpin,8); tmpin+=8; memcpy(&theta1,tmpin,8); tmpin+=8; if(maxerror>=31){ sum = sum_all_default(tmpin ,0,0, nvalue, maxerror); } else{ //uint32_t total = nvalue *(nvalue-1)/2; sum = sum_all_bit_fix(tmpin ,0,0, nvalue, maxerror,theta1); sum +=((long long) theta0 )*nvalue; //sum +=(long long)(theta1*total); } return (uint64_t)sum; } uint32_t* encodeArray( uint32_t *in, const size_t length, uint32_t *res,size_t nvalue) { uint32_t *out = res; std::vector indexes; std::vector keys; for(uint32_t i = 0; i < length; i++){ indexes.emplace_back((double) i); keys.emplace_back((double) in[i]); } int *delta = new int[length]; lr mylr; mylr.caltheta(indexes,keys,length); int max_error =0; //double theta1_i = 0.0; for(int i=0;i<(long long)length;i++){ int tmp = (long long) in[i] - (long long)(mylr.theta0+mylr.theta1*(double)i); //theta1_i+=mylr.theta1; delta[i]=tmp; if(abs(tmp)>max_error){ max_error = abs(tmp); } } int tmp_bit = bits(max_error)+1; uint32_t* unsigned_delta = new uint32_t[length]; uint32_t* mark = unsigned_delta; for(int i=0;i<(long long)length;i++){ if(delta[i]>0){ unsigned_delta[i]= ((delta[i] & ((1L<<(tmp_bit-1))-1)) + (1<<(tmp_bit-1))); } else{ unsigned_delta[i] = -delta[i]; } } out[0]=tmp_bit; out++; double theta0 = mylr.theta0; double theta1 = mylr.theta1; memcpy(out,&theta0,sizeof(theta0)); out+=2; memcpy(out,&theta1,sizeof(theta1)); out+=2; if (tmp_bit>=31){ for(int i=0;i=31){ memcpy(out,in,sizeof(uint32_t)*length); return out; } else{ //int *delta = new int[length]; uint32_t *delta = new uint32_t[length]; uint32_t * mark = delta; for(uint32_t k = 0; k>(maxerror-1)) &1))){ out[i]-=mark[i]; } else{ out[i]+=(mark[i]-(1<<(maxerror-1))); } */ out[i]+=mark[i]; } free(mark); return out; } } uint32_t randomdecodeArray(uint32_t *in, const size_t l,uint32_t *out, size_t nvalue){ std::cout<<"Haven't implement. Please try uint8_t one..."<