使用自定义负载均衡器实现服务调用
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配置文件中需启用特定设置以支持负载均衡功能:
接下来,创建一个加载类,并利用@LoadBalancerClient注解来指定无需额外的配置类声明:
返回值可以通过自定义类来处理,例如通过继承ReactorLoadBalancer<ServiceInstance>接口来实现具体的负载均衡逻辑。
以下是配置类的示例代码:
public class CustomBalancerSetup {
@Bean
ReactorLoadBalancer<ServiceInstance> customBalancer(Environment env,
LoadBalancerClientFactory lbFactory) {
String svcName = env.getProperty(LoadBalancerClientFactory.PROPERTY_NAME);
return new CustomBalancer(lbFactory.getLazyProvider(svcName, ServiceInstanceListSupplier.class), svcName);
}
}
自定义的轮询算法可以参考如下实现:
public class CustomBalancer implements ReactorServiceInstanceLoadBalancer {
private static final Log logger = LogFactory.getLog(CustomBalancer.class);
final AtomicInteger index;
final String serviceName;
private static int callCount = 0;
private static Response<ServiceInstance> cachedResponse = null;
ObjectProvider<ServiceInstanceListSupplier> serviceSupplierProvider;
public CustomBalancer(ObjectProvider<ServiceInstanceListSupplier> provider, String svcName) {
this(provider, svcName, new Random().nextInt(1000));
}
public CustomBalancer(ObjectProvider<ServiceInstanceListSupplier> provider, String svcName, int startPos) {
this.serviceName = svcName;
this.serviceSupplierProvider = provider;
this.index = new AtomicInteger(startPos);
}
@Override
public Mono<Response<ServiceInstance>> choose(Request request) {
ServiceInstanceListSupplier supplier = serviceSupplierProvider.getIfAvailable(NoopServiceInstanceListSupplier::new);
return supplier.get(request).next()
.map(serviceInstances -> handleResponse(supplier, serviceInstances));
}
private Response<ServiceInstance> handleResponse(ServiceInstanceListSupplier supplier,
List<ServiceInstance> instances) {
if (cachedResponse != null && callCount <= 4) {
callCount++;
return cachedResponse;
}
Response<ServiceInstance> response = selectInstance(instances);
if (supplier instanceof SelectedInstanceCallback && response.hasServer()) {
((SelectedInstanceCallback) supplier).selectedServiceInstance(response.getServer());
}
cachedResponse = response;
if (callCount > 4) {
callCount = 0;
}
return response;
}
private Response<ServiceInstance> selectInstance(List<ServiceInstance> list) {
if (list.isEmpty()) {
if (logger.isWarnEnabled()) {
logger.warn("No available servers for service: " + serviceName);
}
return new EmptyResponse();
}
if (list.size() == 1) {
return new DefaultResponse(list.get(0));
}
int pos = this.index.incrementAndGet() & Integer.MAX_VALUE;
ServiceInstance instance = list.get(pos % list.size());
return new DefaultResponse(instance);
}
}
最后,在应用上下文中配置负载均衡器并使用它进行服务调用:
@Configuration
@LoadBalancerClient(name = "SERVICE-PROVIDER", configuration = CustomBalancerSetup.class)
public class AppConfig {
@Bean
@LoadBalanced
public RestTemplate restTemplate(){
return new RestTemplate();
}
}
@RestController
@Slf4j
@RequestMapping("/client")
public class ClientController {
private RestTemplate template;
private static final String BASE_URI = "http://SERVICE-PROVIDER";
@PostMapping("/order/create")
public Response createOrder(@RequestBody Order order){
log.info("Starting to create order...");
return template.postForObject(BASE_URI+"/order/create", order, Response.class);
}
@GetMapping("/order/{id}")
public Response<Order> getOrderById(@PathVariable("id") Long id){
log.info("Fetching order by ID...");
return template.getForObject(BASE_URI+"/order/"+id, Response.class);
}
@Autowired
public void setRestTemplate(RestTemplate template) {
this.template = template;
}
}