Java规则引擎Easy Rules的使用介绍

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1. Easy Rules 概述

Easy Rules是一个Java规则引擎,灵感来自一篇名为《Should I use a Rules Engine?》的文章

规则引擎就是提供一种可选的计算模型。与通常的命令式模型(由带有条件和循环的命令依次组成)不同,规则引擎基于生产规则系统。这是一组生产规则,每条规则都有一个条件(condition)和一个动作(action)―――― 简单地说,可以将其看作是一组if-then语句。

精妙之处在于规则可以按任何顺序编写,引擎会决定何时使用对顺序有意义的任何方式来计算它们。考虑它的一个好方法是系统运行所有规则,选择条件成立的规则,然后执行相应的操作。这样做的好处是,很多问题都很自然地符合这个模型:

if car.owner.hasCellPhone then premium += 100;
if car.model.theftRating > 4 then premium += 200;
if car.owner.livesInDodgyArea && car.model.theftRating > 2 then premium += 300;

规则引擎是一种工具,它使得这种计算模型编程变得更容易。它可能是一个完整的开发环境,或者一个可以在传统平台上工作的框架。生产规则计算模型最适合仅解决一部分计算问题,因此规则引擎可以更好地嵌入到较大的系统中。

你可以自己构建一个简单的规则引擎。你所需要做的就是创建一组带有条件和动作的对象,将它们存储在一个集合中,然后遍历它们以评估条件并执行这些动作。

Easy Rules它提供Rule抽象以创建具有条件和动作的规则,并提供RuleEngine API,该API通过一组规则运行以评估条件并执行动作。

Easy Rules简单易用,只需两步:

首先,定义规则,方式有很多种

方式一:注解

 @Rule(name = "weather rule", description = "if it rains then take an umbrella") public class WeatherRule { @Condition public boolean itRains(@Fact("rain") boolean rain) { return rain; } @Action public void takeAnUmbrella() { System.out.println("It rains, take an umbrella!"); } }

方式二:链式编程

 Rule weatherRule = new RuleBuilder() .name("weather rule") .description("if it rains then take an umbrella") .when(facts -> facts.get("rain").equals(true)) .then(facts -> System.out.println("It rains, take an umbrella!")) .build();

方式三:表达式

 Rule weatherRule = new MVELRule() .name("weather rule") .description("if it rains then take an umbrella") .when("rain == true") .then("System.out.println(\"It rains, take an umbrella!\");");

方式四:yml配置文件

例如:weather-rule.yml

 name: "weather rule" description: "if it rains then take an umbrella" condition: "rain == true" actions: - "System.out.println(\"It rains, take an umbrella!\");"
 MVELRuleFactory ruleFactory = new MVELRuleFactory(new YamlRuleDefinitionReader()); Rule weatherRule = ruleFactory.createRule(new FileReader("weather-rule.yml"));

接下来,应用规则

 public class Test { public static void main(String[] args) { // define facts Facts facts = new Facts(); facts.put("rain", true); // define rules Rule weatherRule = ... Rules rules = new Rules(); rules.register(weatherRule); // fire rules on known facts RulesEngine rulesEngine = new DefaultRulesEngine(); rulesEngine.fire(rules, facts); } }

入门案例:Hello Easy Rules

  org.jeasyeasy-rules-core4.0.0

通过骨架创建maven项目:

 mvn archetype:generate \ -DarchetypeGroupId=org.jeasy \ -DarchetypeArtifactId=easy-rules-archetype \ -DarchetypeVersion=4.0.0

默认给我们生成了一个HelloWorldRule规则,如下:

 package com.cjs.example.rules; import org.jeasy.rules.annotation.Action; import org.jeasy.rules.annotation.Condition; import org.jeasy.rules.annotation.Rule; @Rule(name = "Hello World rule", description = "Always say hello world") public class HelloWorldRule { @Condition public boolean when() { return true; } @Action public void then() throws Exception { System.out.println("hello world"); } }

2. 规则定义

2.1. 定义规则

大多数业务规则可以用以下定义表示:

  • Name : 一个命名空间下的唯一的规则名称
  • Description : 规则的简要描述
  • Priority : 相对于其他规则的优先级
  • Facts : 事实,可立即为要处理的数据
  • Conditions : 为了应用规则而必须满足的一组条件
  • Actions : 当条件满足时执行的一组动作

Easy Rules为每个关键点提供了一个抽象来定义业务规则。

在Easy Rules中,Rule接口代表规则

 public interface Rule { /** * This method encapsulates the rule's conditions. * @return true if the rule should be applied given the provided facts, false otherwise */ boolean evaluate(Facts facts); /** * This method encapsulates the rule's actions. * @throws Exception if an error occurs during actions performing */ void execute(Facts facts) throws Exception; //Getters and setters for rule name, description and priority omitted. }

evaluate方法封装了必须计算结果为TRUE才能触发规则的条件。execute方法封装了在满足规则条件时应该执行的动作。条件和操作由Condition和Action接口表示。

定义规则有两种方式:

  • 通过在POJO类上添加注解
  • 通过RuleBuilder API编程

可以在一个POJO类上添加@Rule注解,例如:

 @Rule(name = "my rule", description = "my rule description", priority = 1) public class MyRule { @Condition public boolean when(@Fact("fact") fact) { //my rule conditions return true; } @Action(order = 1) public void then(Facts facts) throws Exception { //my actions } @Action(order = 2) public void finally() throws Exception { //my final actions } }

@Condition注解指定规则条件
@Fact注解指定参数
@Action注解指定规则执行的动作

RuleBuilder支持链式风格定义规则,例如:

 Rule rule = new RuleBuilder() .name("myRule") .description("myRuleDescription") .priority(3) .when(condition) .then(action1) .then(action2) .build();

组合规则

CompositeRule由一组规则组成。这是一个典型地组合设计模式的实现。

组合规则是一个抽象概念,因为可以以不同方式触发组合规则。

Easy Rules自带三种CompositeRule实现:

  • UnitRuleGroup : 要么应用所有规则,要么不应用任何规则(AND逻辑)
  • ActivationRuleGroup : 它触发第一个适用规则,并忽略组中的其他规则(XOR逻辑)
  • ConditionalRuleGroup : 如果具有最高优先级的规则计算结果为true,则触发其余规则

复合规则可以从基本规则创建并注册为常规规则:

 //Create a composite rule from two primitive rules UnitRuleGroup myUnitRuleGroup = new UnitRuleGroup("myUnitRuleGroup", "unit of myRule1 and myRule2"); myUnitRuleGroup.addRule(myRule1); myUnitRuleGroup.addRule(myRule2); //Register the composite rule as a regular rule Rules rules = new Rules(); rules.register(myUnitRuleGroup); RulesEngine rulesEngine = new DefaultRulesEngine(); rulesEngine.fire(rules, someFacts);

每个规则都有优先级。它代表触发注册规则的默认顺序。默认情况下,较低的值表示较高的优先级。可以重写compareTo方法以提供自定义优先级策略。

2.2. 定义事实

在Easy Rules中,Fact API代表事实

 public class Fact { private final String name; private final T value; }

举个栗子:

 Fact fact = new Fact("foo", "bar"); Facts facts = new Facts(); facts.add(fact);

或者,也可以用这样简写形式

 Facts facts = new Facts(); facts.put("foo", "bar");

用@Fact注解可以将Facts注入到condition和action方法中

 @Rule class WeatherRule { @Condition public boolean itRains(@Fact("rain") boolean rain) { return rain; } @Action public void takeAnUmbrella(Facts facts) { System.out.println("It rains, take an umbrella!"); // can add/remove/modify facts } }

2.3. 定义规则引擎

Easy Rules提供两种RulesEngine接口实现:

  • DefaultRulesEngine : 根据规则的自然顺序应用规则
  • InferenceRulesEngine : 持续对已知事实应用规则,直到不再适用任何规则为止

创建规则引擎:

 RulesEngine rulesEngine = new DefaultRulesEngine(); // or RulesEngine rulesEngine = new InferenceRulesEngine();

然后,注册规则

 rulesEngine.fire(rules, facts);

规则引擎有一些可配置的参数,如下图所示:

举个栗子:

 RulesEngineParameters parameters = new RulesEngineParameters() .rulePriorityThreshold(10) .skipOnFirstAppliedRule(true) .skipOnFirstFailedRule(true) .skipOnFirstNonTriggeredRule(true); RulesEngine rulesEngine = new DefaultRulesEngine(parameters);

2.4. 定义规则监听器

通过实现RuleListener接口

 public interface RuleListener { /** * Triggered before the evaluation of a rule. * * @param rule being evaluated * @param facts known before evaluating the rule * @return true if the rule should be evaluated, false otherwise */ default boolean beforeEvaluate(Rule rule, Facts facts) { return true; } /** * Triggered after the evaluation of a rule. * * @param rule that has been evaluated * @param facts known after evaluating the rule * @param evaluationResult true if the rule evaluated to true, false otherwise */ default void afterEvaluate(Rule rule, Facts facts, boolean evaluationResult) { } /** * Triggered on condition evaluation error due to any runtime exception. * * @param rule that has been evaluated * @param facts known while evaluating the rule * @param exception that happened while attempting to evaluate the condition. */ default void onEvaluationError(Rule rule, Facts facts, Exception exception) { } /** * Triggered before the execution of a rule. * * @param rule the current rule * @param facts known facts before executing the rule */ default void beforeExecute(Rule rule, Facts facts) { } /** * Triggered after a rule has been executed successfully. * * @param rule the current rule * @param facts known facts after executing the rule */ default void onSuccess(Rule rule, Facts facts) { } /** * Triggered after a rule has failed. * * @param rule the current rule * @param facts known facts after executing the rule * @param exception the exception thrown when attempting to execute the rule */ default void onFailure(Rule rule, Facts facts, Exception exception) { } }

3. 示例

  4.0.0com.cjs.exampleeasy-rules-quickstart1.0.0-SNAPSHOTjar  org.jeasyeasy-rules-core4.0.0 org.jeasyeasy-rules-support4.0.0 org.jeasyeasy-rules-mvel4.0.0 org.slf4jslf4j-simple1.7.30

4. 扩展

规则本质上是一个函数,如y=f(x1,x2,..,xn)

规则引擎就是为了解决业务代码和业务规则分离的引擎,是一种嵌入在应用程序中的组件,实现了将业务决策从应用程序代码中分离。

还有一种常见的方式是Java+Groovy来实现,Java内嵌Groovy脚本引擎进行业务规则剥离。

https://github.com/j-easy/easy-rules/wiki

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