本文实现基于拉模式的Alibaba Sentinel规则持久化。
之前尝试过持久化到nacos,需要修改源码
有兴趣的同学可以尝试下Sentinel1.8.0配置持久化到Nacos(基于push模式)
只有流控规则里面生效,不是很实用,于是采取本文这种基于文件的
拉模式架构
原理简述
- FileRefreshableDataSource 定时从指定文件中读取规则JSON文件【图中的本地文件】,如果发现文件发生变化,就更新规则缓存。
- FileWritableDataSource 接收控制台规则推送,并根据配置,修改规则JSON文件【图中的本地文件】。
编写
修改Spring Cloud Alibaba微服务。
新增依赖
<dependency>
<groupId>com.alibaba.csp</groupId>
<artifactId>sentinel-datasource-extension</artifactId>
</dependency>
新增FileDataSourceInit 类
package com.huitu.iot.filters;
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 org.springframework.beans.factory.annotation.Value;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;
import javax.annotation.PostConstruct;
import java.io.File;
import java.io.IOException;
import java.util.List;
/**
* 拉模式规则持久化
*
* @author itmuch.com
*/
@Component
public class FileDataSourceInit implements InitFunc {
@PostConstruct
@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 = "/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 paramFlowRulePath = ruleDir + "/param-flow-rule.json";
this.mkdirIfNotExits(ruleDir);
this.createFileIfNotExits(flowRulePath);
this.createFileIfNotExits(degradeRulePath);
this.createFileIfNotExits(systemRulePath);
this.createFileIfNotExits(authorityRulePath);
this.createFileIfNotExits(paramFlowRulePath);
// 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<>(
authorityRulePath,
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>> paramFlowRuleRDS = new FileRefreshableDataSource<>(
paramFlowRulePath,
paramFlowRuleListParser
);
ParamFlowRuleManager.register2Property(paramFlowRuleRDS.getProperty());
WritableDataSource<List<ParamFlowRule>> paramFlowRuleWDS = new FileWritableDataSource<>(
paramFlowRulePath,
this::encodeJson
);
ModifyParamFlowRulesCommandHandler.setWritableDataSource(paramFlowRuleWDS);
}
private Converter<String, List<FlowRule>> flowRuleListParser = source -> JSON.parseObject(
source,
new TypeReference<List<FlowRule>>() {
}
);
private Converter<String, List<DegradeRule>> degradeRuleListParser = source -> JSON.parseObject(
source,
new TypeReference<List<DegradeRule>>() {
}
);
private Converter<String, List<SystemRule>> systemRuleListParser = source -> JSON.parseObject(
source,
new TypeReference<List<SystemRule>>() {
}
);
private Converter<String, List<AuthorityRule>> authorityRuleListParser = source -> JSON.parseObject(
source,
new TypeReference<List<AuthorityRule>>() {
}
);
private Converter<String, List<ParamFlowRule>> paramFlowRuleListParser = source -> JSON.parseObject(
source,
new TypeReference<List<ParamFlowRule>>() {
}
);
private void mkdirIfNotExits(String filePath) throws IOException {
File file = new File(filePath);
if (!file.exists()) {
file.mkdirs();
}
}
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);
}
}
优缺点
优点
- 简单易懂
- 没有多余依赖(比如配置中心、缓存等)
缺点
- 由于规则是用 FileRefreshableDataSource 定时更新的,所以规则更新会有延迟。如果FileRefreshableDataSource定时时间过大,可能长时间延迟;如果FileRefreshableDataSource过小,又会影响性能;
- 规则存储在本地文件,如果有一天需要迁移微服务,那么需要把规则文件一起迁移,否则规则会丢失。
参考链接:Alibaba Sentinel规则持久化-拉模式-手把手教程【基于文件】
Q.E.D.