1、规则引擎简介
规则引擎是一种推理引擎,它是根据已有的事实,从规则知识库中匹配规则,并处理存在冲突的规则,执行最后筛选通过的规则。因此,规则引擎是人工智能(AI)研究领域的一部分,具有一定的选择判断性、人工智能性和富含知识性。
2、核心思想
规则就是一堆条件传入,这些条件之间有与或的逻辑关系,根据引擎判断和之后,进行后续的动作。
3、基本架构思想
规则文件 + data => 后端解析condition => action
流程图
image.png
4、UML图
rule.png5、用php实现
目录结构
image.png
首先规则文件在此用目前流行的json文件表示
举例 rule.json
{
"condition": {
"1": {
"type": "tag",
"con": "user = 1"
},
"2": {
"type": "tag",
"con": "user > 1"
}
},
"logical": "1 & 2",
"action": ["action1", "action2"]
}
ConditionInterface
<?php
interface ConditionInterface {
public function __construct($condition);
public function check(&$data);
}
ActionInterface
interface ActionInterface {
public function call();
}
condition容器
class conContainer {
private $conditions = [];
private $results = [];
private $logicalArr;
public function setLogical($logical) {
$this->logicalArr = explode(' ', $logical);
}
public function __set($param, $condition)
{
$this->conditions[$param] = $condition;
}
public function check(&$data) {
//docheck
foreach ($this->conditions as $param => $condition) {
$this->results[$param] = $condition->check($data);
}
$i = 0;
$commandArr = $this->logicalArr;
foreach ($commandArr as &$str) {
if (preg_match('/^\d+$/', $str)) {
$str = $this->results[$i+1];
$i++;
}
}
$command = implode('', $commandArr);
$result = eval('return '.$command.';');
return $result;
}
}
规则类
class Rule {
private $conContainer;
private $actions;
function __construct($conContainer, $actions) {
$this->conContainer = $conContainer;
$this->actions = $actions;
}
function run() {
$data = [];
if ($this->conContainer->check($data)) {
foreach ($this->actions as $action) {
$action->call();
}
}
}
}
入口文件
require_once 'rule.php';
require_once 'conContainer.php';
$json = file_get_contents('rule.json');
$arr = json_decode($json, true);
$conContainer = new conContainer();
$conContainer->setLogical($arr['logical']);
foreach ($arr['condition'] as $k => $condition) {
$file = $condition['type'];
require_once 'condition/'.$file.'.php';
$conContainer->$k = new $file($condition['con']);
}
$actClasses = $arr['action'];
$actions = [];
foreach ($actClasses as $actClass) {
require_once 'action/'.$actClass.'.php';
$actions[] = new $actClass();
}
$rule = new Rule($conContainer, $actions);
$rule->run();
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