欢迎您访问程序员文章站本站旨在为大家提供分享程序员计算机编程知识!
您现在的位置是: 首页  >  后端开发

PHP中实现Bloom Filter算法,bloomfilter_PHP教程

程序员文章站 2022-04-19 08:54:26
...

PHP中实现Bloom Filter算法,bloomfilter

one_num = 8;

  //默认32m*1
  $this->space_group_num = $space_group_num;
  $this->hash_space_assoc = array();

  //分配空间
  for($i=0; $ispace_group_num; $i++){
   $this->hash_space_assoc[$i] = str_repeat($binary, $max_length);
  }

  $this->pow_array = array(
   0 => 1,
   1 => 2,
   2 => 4,
   3 => 8,
   4 => 16,
   5 => 32,
   6 => 64,
   7 => 128,
  );
  $this->chr_array = array();
  $this->ord_array = array();
  for($i=0; $ichr_array[$i] = $chr;
   $this->ord_array[$chr] = $i;
  }

  $this->hash_func_pos = array(
   0 => array(0, 7, 1),
   1 => array(7, 7, 1),
   2 => array(14, 7, 1),
   3 => array(21, 7, 1),
   4 => array(28, 7, 1),
   5 => array(33, 7, 1),
   6 => array(17, 7, 1),
  );

  $this->write_num = 0;
  $this->ext_num = 0;

  if(!$hash_func_num){
   $this->hash_func_num = count($this->hash_func_pos);
  }
  else{
   $this->hash_func_num = $hash_func_num;
  }
 }

 function add($key) {
  $hash_bit_set_num = 0;
// 离散key
  $hash_basic = sha1($key);
//  截取前4位,然后十六进制转换为十进制
  $hash_space = hexdec(substr($hash_basic, 0, 4));
//  取模
  $hash_space = $hash_space % $this->space_group_num;

  for($hash_i=0; $hash_ihash_func_num; $hash_i++){
   $hash = hexdec(substr($hash_basic, $this->hash_func_pos[$hash_i][0], $this->hash_func_pos[$hash_i][1]));
   $bit_pos = $hash >> 3;
   $max = $this->ord_array[$this->hash_space_assoc[$hash_space][$bit_pos]];
   $num = $hash - $bit_pos * $this->one_num;
   $bit_pos_value = ($max >> $num) & 0x01;
   if(!$bit_pos_value){
    $max = $max | $this->pow_array[$num];
    $this->hash_space_assoc[$hash_space][$bit_pos] = $this->chr_array[$max];
    $this->write_num++;
   }
   else{
    $hash_bit_set_num++;
   }
  }
  if($hash_bit_set_num == $this->hash_func_num){
   $this->ext_num++;
   return true;
  }
  return false;
 }

 function get_stat() {
  return array(
   'ext_num' => $this->ext_num,
   'write_num' => $this->write_num,
  );
 }
}


//test
//取6个哈希值,目前是最多7个
$hash_func_num = 6;

//分配1个存储空间,每个空间为32M,理论上是空间越大误判率越低,注意php.ini中可使用的内存限制
$space_group_num = 1;

$bf = new bloom_filter($hash_func_num, $space_group_num);

$list = array(
 'http://test/1',
 'http://test/2',
 'http://test/3',
 'http://test/4',
 'http://test/5',
 'http://test/6',
 'http://test/1',
 'http://test/2',
);
foreach($list as $k => $v){

 if($bf->add($v)){
  echo $v, "\n";
 }
}
print_r($bf->get_stat());

www.bkjia.comtruehttp://www.bkjia.com/PHPjc/976027.htmlTechArticlePHP中实现Bloom Filter算法,bloomfilter php/*Bloom Filter算法来去重过滤。介绍下Bloom Filter的基本处理思路:申请一批空间用于保存0 1信息,再根据...