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  • 布隆过滤器

     1 /*****************************************************
     2 copyright (C), 2014-2015, Lighting Studio. Co.,     Ltd. 
     3 File name:
     4 Author:Jerey_Jobs    Version:0.1    Date: 
     5 Description:
     6 Funcion List: 
     7 *****************************************************/
     8 
     9 #include <stdio.h>
    10 #include <stdlib.h>
    11 #include <math.h>
    12 #include <time.h>
    13 
    14 #define S_size 10000
    15 #define barrel_size 5000
    16 #define Hash_count 4
    17 
    18 int hashvalue(int data,double rand_num)
    19 {
    20 //    double rand_num;
    21     int hash;
    22 //    rand_num=(rand()%barrel_size)/(double)barrel_size;
    23     hash=(int)(barrel_size*(fmod(rand_num*data,1.0)));
    24 
    25     return hash;
    26 }
    27 
    28 void creat_randnum(double *hash)
    29 {
    30     int i;
    31     //srand(time(0));
    32     for(i=0;i<Hash_count;i++)
    33     {
    34         *(hash+i)=(rand()%(barrel_size/10))/(double)barrel_size;        
    35     }
    36 }
    37 
    38 int main()
    39 {
    40     int S[S_size];//S集合
    41     int barrel[barrel_size]={0};//桶的大小
    42     int data;
    43     int i=0;
    44     int count_estimate=0;//估计值
    45     int count_only=0;//query中在S集合中的个数
    46     double hash[Hash_count];//hash的值
    47     srand((int)time(NULL));
    48     FILE *fp=fopen("./stream_for_bm.txt","r");//
    49     creat_randnum(hash);
    50     if(fp == NULL)//stream_for_bm.txt打开失败
    51     {
    52         printf("stream_for_bm can't open
    '");
    53         return 0;
    54     }
    55 
    56     while(!feof(fp))
    57     {
    58         fscanf(fp,"%d",&data);//存入S集合
    59         S[i++]=data;
    60         
    61         for(int j=0;j<Hash_count;j++)//Hash_count数目个hash函数
    62         {
    63             barrel[hashvalue(data,hash[j])]=1;//存入桶中
    64         }
    65     }
    66 
    67     FILE *fp_query=fopen("./stream_for_query.txt","r");
    68     if(fp_query == NULL)
    69     {
    70         printf("stream_for_query.txt can't open
    ");
    71         return 0;
    72     }
    73     while(!feof(fp_query))
    74     {
    75         fscanf(fp_query,"%d",&data);
    76         for(int j=0;j<S_size;j++)
    77         {
    78             if(data == S[j])
    79                 count_only++;//精确值
    80         }
    81         int tmp_count=0;
    82         for(int j=0;j<Hash_count;j++)//Hash_count数目个hash函数
    83         {
    84             if(barrel[hashvalue(data,hash[j])] == 0)
    85                 break;
    86             else
    87                 tmp_count++;
    88         }
    89         if(tmp_count == Hash_count)
    90             count_estimate++;
    91     }
    92     printf("count_only=%d
    count_estimate=%d
    ",count_only,count_estimate);
    93     printf("error rate:%.2lf
    ",(count_estimate-count_only)/(double)20000);
    94     
    95     fclose(fp);
    96     fclose(fp_query);
    97     system("pause");
    98     return 0;
    99 }
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  • 原文地址:https://www.cnblogs.com/SimonKly/p/6838819.html
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