Java規(guī)則引擎Easy Rules的使用介紹

更新時(shí)間：2020年06月11日 11:57:16 作者：廢物大師兄

這篇文章主要介紹了Java規(guī)則引擎Easy Rules的使用介紹，文中通過示例代碼介紹的非常詳細(xì)，對大家的學(xué)習(xí)或者工作具有一定的參考學(xué)習(xí)價(jià)值，需要的朋友們下面隨著小編來一起學(xué)習(xí)學(xué)習(xí)吧

1. Easy Rules 概述

Easy Rules是一個(gè)Java規(guī)則引擎，靈感來自一篇名為《Should I use a Rules Engine?》的文章

規(guī)則引擎就是提供一種可選的計(jì)算模型。與通常的命令式模型（由帶有條件和循環(huán)的命令依次組成）不同，規(guī)則引擎基于生產(chǎn)規(guī)則系統(tǒng)。這是一組生產(chǎn)規(guī)則，每條規(guī)則都有一個(gè)條件（condition）和一個(gè)動(dòng)作（action）———— 簡單地說，可以將其看作是一組if-then語句。

精妙之處在于規(guī)則可以按任何順序編寫，引擎會(huì)決定何時(shí)使用對順序有意義的任何方式來計(jì)算它們?？紤]它的一個(gè)好方法是系統(tǒng)運(yùn)行所有規(guī)則，選擇條件成立的規(guī)則，然后執(zhí)行相應(yīng)的操作。這樣做的好處是，很多問題都很自然地符合這個(gè)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;

規(guī)則引擎是一種工具，它使得這種計(jì)算模型編程變得更容易。它可能是一個(gè)完整的開發(fā)環(huán)境，或者一個(gè)可以在傳統(tǒng)平臺(tái)上工作的框架。生產(chǎn)規(guī)則計(jì)算模型最適合僅解決一部分計(jì)算問題，因此規(guī)則引擎可以更好地嵌入到較大的系統(tǒng)中。

你可以自己構(gòu)建一個(gè)簡單的規(guī)則引擎。你所需要做的就是創(chuàng)建一組帶有條件和動(dòng)作的對象，將它們存儲(chǔ)在一個(gè)集合中，然后遍歷它們以評估條件并執(zhí)行這些動(dòng)作。

Easy Rules它提供Rule抽象以創(chuàng)建具有條件和動(dòng)作的規(guī)則，并提供RuleEngine API，該API通過一組規(guī)則運(yùn)行以評估條件并執(zhí)行動(dòng)作。

Easy Rules簡單易用，只需兩步：

首先，定義規(guī)則，方式有很多種

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：鏈?zhǔn)骄幊?/p>

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：表達(dá)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"));

接下來，應(yīng)用規(guī)則

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);
  }
}

入門案例：Hello Easy Rules

<dependency>
  <groupId>org.jeasy</groupId>
  <artifactId>easy-rules-core</artifactId>
  <version>4.0.0</version>
</dependency>

通過骨架創(chuàng)建maven項(xiàng)目：

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

默認(rèn)給我們生成了一個(gè)HelloWorldRule規(guī)則，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. 規(guī)則定義

2.1. 定義規(guī)則

大多數(shù)業(yè)務(wù)規(guī)則可以用以下定義表示：

Name : 一個(gè)命名空間下的唯一的規(guī)則名稱
Description : 規(guī)則的簡要描述
Priority : 相對于其他規(guī)則的優(yōu)先級
Facts : 事實(shí)，可立即為要處理的數(shù)據(jù)
Conditions : 為了應(yīng)用規(guī)則而必須滿足的一組條件
Actions : 當(dāng)條件滿足時(shí)執(zhí)行的一組動(dòng)作

Easy Rules為每個(gè)關(guān)鍵點(diǎn)提供了一個(gè)抽象來定義業(yè)務(wù)規(guī)則。

在Easy Rules中，Rule接口代表規(guī)則

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方法封裝了必須計(jì)算結(jié)果為TRUE才能觸發(fā)規(guī)則的條件。execute方法封裝了在滿足規(guī)則條件時(shí)應(yīng)該執(zhí)行的動(dòng)作。條件和操作由Condition和Action接口表示。

定義規(guī)則有兩種方式：

通過在POJO類上添加注解
通過RuleBuilder API編程

可以在一個(gè)POJO類上添加@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注解指定規(guī)則條件
@Fact注解指定參數(shù)
@Action注解指定規(guī)則執(zhí)行的動(dòng)作

RuleBuilder支持鏈?zhǔn)斤L(fēng)格定義規(guī)則，例如：

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

組合規(guī)則

CompositeRule由一組規(guī)則組成。這是一個(gè)典型地組合設(shè)計(jì)模式的實(shí)現(xiàn)。

組合規(guī)則是一個(gè)抽象概念，因?yàn)榭梢砸圆煌绞接|發(fā)組合規(guī)則。

Easy Rules自帶三種CompositeRule實(shí)現(xiàn)：

UnitRuleGroup : 要么應(yīng)用所有規(guī)則，要么不應(yīng)用任何規(guī)則（AND邏輯）
ActivationRuleGroup : 它觸發(fā)第一個(gè)適用規(guī)則，并忽略組中的其他規(guī)則（XOR邏輯）
ConditionalRuleGroup : 如果具有最高優(yōu)先級的規(guī)則計(jì)算結(jié)果為true，則觸發(fā)其余規(guī)則

復(fù)合規(guī)則可以從基本規(guī)則創(chuàng)建并注冊為常規(guī)規(guī)則：

//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);

每個(gè)規(guī)則都有優(yōu)先級。它代表觸發(fā)注冊規(guī)則的默認(rèn)順序。默認(rèn)情況下，較低的值表示較高的優(yōu)先級?？梢灾貙慶ompareTo方法以提供自定義優(yōu)先級策略。

2.2. 定義事實(shí)

在Easy Rules中，F(xiàn)act API代表事實(shí)

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

舉個(gè)栗子：

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

或者，也可以用這樣簡寫形式

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

用@Fact注解可以將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. 定義規(guī)則引擎

Easy Rules提供兩種RulesEngine接口實(shí)現(xiàn)：

DefaultRulesEngine : 根據(jù)規(guī)則的自然順序應(yīng)用規(guī)則
InferenceRulesEngine : 持續(xù)對已知事實(shí)應(yīng)用規(guī)則，直到不再適用任何規(guī)則為止

創(chuàng)建規(guī)則引擎：

RulesEngine rulesEngine = new DefaultRulesEngine();

// or

RulesEngine rulesEngine = new InferenceRulesEngine();

然后，注冊規(guī)則

rulesEngine.fire(rules, facts);

規(guī)則引擎有一些可配置的參數(shù)，如下圖所示：

舉個(gè)栗子：

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

RulesEngine rulesEngine = new DefaultRulesEngine(parameters);

2.4. 定義規(guī)則監(jiān)聽器

通過實(shí)現(xiàn)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

<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
 xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
  <modelVersion>4.0.0</modelVersion>
  <groupId>com.cjs.example</groupId>
  <artifactId>easy-rules-quickstart</artifactId>
  <version>1.0.0-SNAPSHOT</version>
  <packaging>jar</packaging>
  <dependencies>
    <dependency>
      <groupId>org.jeasy</groupId>
      <artifactId>easy-rules-core</artifactId>
      <version>4.0.0</version>
    </dependency>
    <dependency>
      <groupId>org.jeasy</groupId>
      <artifactId>easy-rules-support</artifactId>
      <version>4.0.0</version>
    </dependency>
    <dependency>
      <groupId>org.jeasy</groupId>
      <artifactId>easy-rules-mvel</artifactId>
      <version>4.0.0</version>
    </dependency>
    <dependency>
      <groupId>org.slf4j</groupId>
      <artifactId>slf4j-simple</artifactId>
      <version>1.7.30</version>
    </dependency>
  </dependencies>
</project>