[Spring-Cloud-Alibaba] Sentinel 规则持久化

发布时间：2020-04-17 22:31:40 来源：网络阅读：3573 作者：zhangpan0614 栏目：编程语言

在之前的练习中，只要应用重启，就需要重新配置，这样在我们实际的项目是非常不实用的，那么有没有办法把我们配置的规则保存下来呢？答案是YES，那么接下来，给大家来介绍如何将Sentinel规则持久化。

Document: 传送门

File Datasource(文件存储)
- Pull 模式
- Push 模式
Nacos configuration
Apollo

File Datasource

Pull 模式

原理：
扩展写数据源（WritableDataSource），客户端主动向某个规则管理中心定期轮询拉取规则，这个规则中心可以是 RDBMS、文件等
pull 模式的数据源（如本地文件、RDBMS 等）一般是可写入的。使用时需要在客户端注册数据源：将对应的读数据源注册至对应的 RuleManager，将写数据源注册至 transport 的 WritableDataSourceRegistry 中。

过程如下：

[Spring-Cloud-Alibaba] Sentinel 规则持久化

Pull Demo

Step 1: 添加配置

  <dependency>
      <groupId>com.alibaba.csp</groupId>
      <artifactId>sentinel-datasource-extension</artifactId>
  </dependency>

Step 2: 编写持久化代码，实现com.alibaba.csp.sentinel.init.InitFunc

代码参考自：传送门

import com.alibaba.csp.sentinel.command.handler.ModifyParamFlowRulesCommandHandler;
import com.alibaba.csp.sentinel.datasource.*;
import com.alibaba.csp.sentinel.init.InitFunc;
import com.alibaba.csp.sentinel.slots.block.authority.AuthorityRule;
import com.alibaba.csp.sentinel.slots.block.authority.AuthorityRuleManager;
import com.alibaba.csp.sentinel.slots.block.degrade.DegradeRule;
import com.alibaba.csp.sentinel.slots.block.degrade.DegradeRuleManager;
import com.alibaba.csp.sentinel.slots.block.flow.FlowRule;
import com.alibaba.csp.sentinel.slots.block.flow.FlowRuleManager;
import com.alibaba.csp.sentinel.slots.block.flow.param.ParamFlowRule;
import com.alibaba.csp.sentinel.slots.block.flow.param.ParamFlowRuleManager;
import com.alibaba.csp.sentinel.slots.system.SystemRule;
import com.alibaba.csp.sentinel.slots.system.SystemRuleManager;
import com.alibaba.csp.sentinel.transport.util.WritableDataSourceRegistry;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.TypeReference;

import java.io.File;
import java.io.IOException;
import java.util.List;

/**
* FileDataSourceInit for : 自定义Sentinel存储文件数据源加载类
*
* @author <a href="mailto:magicianisaac@gmail.com">Isaac.Zhang | 若初</a>
* @since 2019/7/21
*/
public class FileDataSourceInit implements InitFunc {
  @Override
  public void init() throws Exception {
      // TIPS: 如果你对这个路径不喜欢，可修改为你喜欢的路径
      String ruleDir = System.getProperty("user.home") + "/sentinel/rules";
      String flowRulePath = ruleDir + "/flow-rule.json";
      String degradeRulePath = ruleDir + "/degrade-rule.json";
      String systemRulePath = ruleDir + "/system-rule.json";
      String authorityRulePath = ruleDir + "/authority-rule.json";
      String hotParamFlowRulePath = ruleDir + "/param-flow-rule.json";

      this.mkdirIfNotExits(ruleDir);
      this.createFileIfNotExits(flowRulePath);
      this.createFileIfNotExits(degradeRulePath);
      this.createFileIfNotExits(systemRulePath);
      this.createFileIfNotExits(authorityRulePath);
      this.createFileIfNotExits(hotParamFlowRulePath);
      // 流控规则
      ReadableDataSource<String, List<FlowRule>> flowRuleRDS = new FileRefreshableDataSource<>(
              flowRulePath,
              flowRuleListParser
      );
      // 将可读数据源注册至FlowRuleManager
      // 这样当规则文件发生变化时，就会更新规则到内存
      FlowRuleManager.register2Property(flowRuleRDS.getProperty());
      WritableDataSource<List<FlowRule>> flowRuleWDS = new FileWritableDataSource<>(
              flowRulePath,
              this::encodeJson
      );
      // 将可写数据源注册至transport模块的WritableDataSourceRegistry中
      // 这样收到控制台推送的规则时，Sentinel会先更新到内存，然后将规则写入到文件中
      WritableDataSourceRegistry.registerFlowDataSource(flowRuleWDS);

      // 降级规则
      ReadableDataSource<String, List<DegradeRule>> degradeRuleRDS = new FileRefreshableDataSource<>(
              degradeRulePath,
              degradeRuleListParser
      );
      DegradeRuleManager.register2Property(degradeRuleRDS.getProperty());
      WritableDataSource<List<DegradeRule>> degradeRuleWDS = new FileWritableDataSource<>(
              degradeRulePath,
              this::encodeJson
      );
      WritableDataSourceRegistry.registerDegradeDataSource(degradeRuleWDS);

      // 系统规则
      ReadableDataSource<String, List<SystemRule>> systemRuleRDS = new FileRefreshableDataSource<>(
              systemRulePath,
              systemRuleListParser
      );
      SystemRuleManager.register2Property(systemRuleRDS.getProperty());
      WritableDataSource<List<SystemRule>> systemRuleWDS = new FileWritableDataSource<>(
              systemRulePath,
              this::encodeJson
      );
      WritableDataSourceRegistry.registerSystemDataSource(systemRuleWDS);

      // 授权规则
      ReadableDataSource<String, List<AuthorityRule>> authorityRuleRDS = new FileRefreshableDataSource<>(
              flowRulePath,
              authorityRuleListParser
      );
      AuthorityRuleManager.register2Property(authorityRuleRDS.getProperty());
      WritableDataSource<List<AuthorityRule>> authorityRuleWDS = new FileWritableDataSource<>(
              authorityRulePath,
              this::encodeJson
      );
      WritableDataSourceRegistry.registerAuthorityDataSource(authorityRuleWDS);

      // 热点参数规则
      ReadableDataSource<String, List<ParamFlowRule>> hotParamFlowRuleRDS = new FileRefreshableDataSource<>(
              hotParamFlowRulePath,
              hotParamFlowRuleListParser
      );
      ParamFlowRuleManager.register2Property(hotParamFlowRuleRDS.getProperty());
      WritableDataSource<List<ParamFlowRule>> paramFlowRuleWDS = new FileWritableDataSource<>(
              hotParamFlowRulePath,
              this::encodeJson
      );
      ModifyParamFlowRulesCommandHandler.setWritableDataSource(paramFlowRuleWDS);
  }

  /**
   * 流控规则对象转换
   */
  private Converter<String, List<FlowRule>> flowRuleListParser = source -> JSON.parseObject(
          source,
          new TypeReference<List<FlowRule>>() {
          }
  );
  /**
   * 降级规则对象转换
   */
  private Converter<String, List<DegradeRule>> degradeRuleListParser = source -> JSON.parseObject(
          source,
          new TypeReference<List<DegradeRule>>() {
          }
  );
  /**
   * 系统规则对象转换
   */
  private Converter<String, List<SystemRule>> systemRuleListParser = source -> JSON.parseObject(
          source,
          new TypeReference<List<SystemRule>>() {
          }
  );

  /**
   * 授权规则对象转换
   */
  private Converter<String, List<AuthorityRule>> authorityRuleListParser = source -> JSON.parseObject(
          source,
          new TypeReference<List<AuthorityRule>>() {
          }
  );

  /**
   * 热点规则对象转换
   */
  private Converter<String, List<ParamFlowRule>> hotParamFlowRuleListParser = source -> JSON.parseObject(
          source,
          new TypeReference<List<ParamFlowRule>>() {
          }
  );

  /**
   * 创建目录
   *
   * @param filePath
   */
  private void mkdirIfNotExits(String filePath) {
      File file = new File(filePath);
      if (!file.exists()) {
          file.mkdirs();
      }
  }

  /**
   * 创建文件
   *
   * @param filePath
   * @throws IOException
   */
  private void createFileIfNotExits(String filePath) throws IOException {
      File file = new File(filePath);
      if (!file.exists()) {
          file.createNewFile();
      }
  }

  private <T> String encodeJson(T t) {
      return JSON.toJSONString(t);
  }
}

Step 3: 启用上述代码

resource 目录下创建 resources/META-INF/services 目录并创建文件com.alibaba.csp.sentinel.init.InitFunc ，内容为：
```
com.sxzhongf.sharedcenter.configuration.sentinel.datasource.FileDataSourceInit
```

Pull 优缺点

优点
1. 简单，无任何依赖
2. 没有额外依赖
缺点
1. 不保证一致性（规则是使用FileRefreshableDataSource定时更新，会有延迟）
2. 实时性不保证（规则是使用FileRefreshableDataSource定时更新）
3. 拉取过于频繁也可能会有性能问题
4. 由于文件存储于本地，容易丢失
参考资料：
1. ITMUCH
2. Sentinel WIKI

Push 模式

推荐通过控制台设置规则后将规则推送到统一的规则中心，客户端实现 ReadableDataSource接口端监听规则中心实时获取变更，流程如下：

实现原理
1. 控制台推送规则到Nacos/远程配置中心
2. Sentinel client 舰艇Nacos配置变化，更新本地缓存

shared_center service 加工

添加依赖

  <dependency>
      <groupId>com.alibaba.csp</groupId>
      <artifactId>sentinel-datasource-nacos</artifactId>
  </dependency>

添加配置

spring:
  cloud:
    sentinel:
      datasource:
        sxzhongf_flow:
          nacos:
            server-addr: localhost:8848
            dataId: ${spring.application.name}-flow-rules
            groupId: SENTINEL_GROUP
            # 规则类型，取值见：org.springframework.cloud.alibaba.sentinel.datasource.RuleType
            rule_type: flow
        sxzhongf_degrade:
          nacos:
            server-addr: localhost:8848
            dataId: ${spring.application.name}-degrade-rules
            groupId: SENTINEL_GROUP
            rule-type: degrade

Sentinel dashboard 加工

Dashboard 规则改造主要通过2个接口：

com.alibaba.csp.sentinel.dashboard.rule.DynamicRuleProvider & com.alibaba.csp.sentinel.dashboard.rule.DynamicRulePublisher

Download Sentinel Source Code
修改原sentinel-dashboard项目下的POM文件

    <!-- for Nacos rule publisher sample -->
    <dependency>
        <groupId>com.alibaba.csp</groupId>
        <artifactId>sentinel-datasource-nacos</artifactId>
        <!--注释掉原文件中的scope，让其不仅在test的时候生效-->
        <!--<scope>test</scope>-->
    </dependency>

偷懒模式：复制sentinel-dashboard项目下test下的nacos包（

src/test/java/com/alibaba/csp/sentinel/dashboard/rule/nacos到 src/main/java/com/alibaba/csp/sentinel/dashboard/rule下

修改controller中的默认provider & publisher

com.alibaba.csp.sentinel.dashboard.controller.v2.FlowControllerV2中

    @Autowired
    // @Qualifier("flowRuleDefaultProvider")
        @Qualifier("flowRuleNacosProvider")
    private DynamicRuleProvider<List<FlowRuleEntity>> ruleProvider;
    @Autowired
        // @Qualifier("flowRuleDefaultPublisher")
    @Qualifier("flowRuleNacosPublisher")
    private DynamicRulePublisher<List<FlowRuleEntity>> rulePublisher;

打开 /Sentinel-1.6.2/sentinel-dashboard/src/main/webapp/resources/app/scripts/directives/sidebar/sidebar.html文件，修改代码：

<!--<li ui-sref-active="active">-->
            <!--<a ui-sref="dashboard.flow({app: entry.app})">-->
              <!--<i class="glyphicon glyphicon-filter"></i>  流控规则 V1</a>-->
<!--</li>-->

---

改为

  <li ui-sref-active="active">
    <a ui-sref="dashboard.flow({app: entry.app})">
      <i class="glyphicon glyphicon-filter"></i>  NACOS 流控规则 V1</a>
  </li>

Dashboard中要修改的代码已经好了。

重新启动 Sentinel-dashboard mvn clean package -DskipTests
测试效果

Sentinel 添加流控规则：

Nacos 查看同步的配置：

向AI问一下细节

[Spring-Cloud-Alibaba] Sentinel 规则持久化

File Datasource

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