熔断
本任务展示如何为连接、请求以及异常检测配置熔断。
熔断,是创建弹性微服务应用程序的重要模式。熔断能够使您的应用程序具备应对来自故障、潜在峰值和其他未知网络因素影响的能力。
这个任务中,您将配置熔断规则,然后通过有意的使熔断器“跳闸”来测试配置。
开始之前
- 跟随安装指南安装 Istio。
启动 Httpbin 样例程序。
如果您启用了 Sidecar 自动注入,通过以下命令部署
httpbin
服务:$ kubectl apply -f @samples/httpbin/httpbin.yaml@
否则,您必须在部署
httpbin
应用程序前进行手动注入,部署命令如下:$ kubectl apply -f <(istioctl kube-inject -f @samples/httpbin/httpbin.yaml@)
应用程序 httpbin
作为此任务的后端服务。
配置熔断器
创建一个目标规则,在调用
httpbin
服务时应用熔断设置:$ kubectl apply -f - <<EOF apiVersion: networking.istio.io/v1alpha3 kind: DestinationRule metadata: name: httpbin spec: host: httpbin trafficPolicy: connectionPool: tcp: maxConnections: 1 http: http1MaxPendingRequests: 1 maxRequestsPerConnection: 1 outlierDetection: consecutive5xxErrors: 1 interval: 1s baseEjectionTime: 3m maxEjectionPercent: 100 EOF
验证目标规则是否已正确创建:
$ kubectl get destinationrule httpbin -o yaml apiVersion: networking.istio.io/v1beta1 kind: DestinationRule ... spec: host: httpbin trafficPolicy: connectionPool: http: http1MaxPendingRequests: 1 maxRequestsPerConnection: 1 tcp: maxConnections: 1 outlierDetection: baseEjectionTime: 3m consecutive5xxErrors: 1 interval: 1s maxEjectionPercent: 100
增加一个客户端
创建客户端程序以发送流量到 httpbin
服务。这是一个名为 Fortio 的负载测试客户端,它可以控制连接数、并发数及发送 HTTP 请求的延迟。通过 Fortio 能够有效的触发前面在 DestinationRule
中设置的熔断策略。
向客户端注入 Istio Sidecar 代理,以便 Istio 对其网络交互进行管理:
如果您启用了自动注入 Sidecar,可以直接部署
fortio
应用:$ kubectl apply -f @samples/httpbin/sample-client/fortio-deploy.yaml@
否则,您需要在部署
fortio
应用前手动注入 Sidecar:$ kubectl apply -f <(istioctl kube-inject -f @samples/httpbin/sample-client/fortio-deploy.yaml@)
登入客户端 Pod 并使用 Fortio 工具调用
httpbin
服务。-curl
参数表明发送一次调用:$ export FORTIO_POD=$(kubectl get pods -l app=fortio -o 'jsonpath={.items[0].metadata.name}') $ kubectl exec "$FORTIO_POD" -c fortio -- /usr/bin/fortio curl -quiet http://httpbin:8000/get HTTP/1.1 200 OK server: envoy date: Tue, 25 Feb 2020 20:25:52 GMT content-type: application/json content-length: 586 access-control-allow-origin: * access-control-allow-credentials: true x-envoy-upstream-service-time: 36 { "args": {}, "headers": { "Content-Length": "0", "Host": "httpbin:8000", "User-Agent": "fortio.org/fortio-1.3.1", "X-B3-Parentspanid": "8fc453fb1dec2c22", "X-B3-Sampled": "1", "X-B3-Spanid": "071d7f06bc94943c", "X-B3-Traceid": "86a929a0e76cda378fc453fb1dec2c22", "X-Forwarded-Client-Cert": "By=spiffe://cluster.local/ns/default/sa/httpbin;Hash=68bbaedefe01ef4cb99e17358ff63e92d04a4ce831a35ab9a31d3c8e06adb038;Subject=\"\";URI=spiffe://cluster.local/ns/default/sa/default" }, "origin": "127.0.0.1", "url": "http://httpbin:8000/get" }
可以看到调用后端服务的请求已经成功!接下来,可以测试熔断。
触发熔断器
在 DestinationRule
配置中,您定义了 maxConnections: 1
和 http1MaxPendingRequests: 1
。这些规则意味着,如果并发的连接和请求数超过一个,在 istio-proxy
进行进一步的请求和连接时,后续请求或连接将被阻止。
发送并发数为 2 的连接(
-c 2
),请求 20 次(-n 20
):$ kubectl exec "$FORTIO_POD" -c fortio -- /usr/bin/fortio load -c 2 -qps 0 -n 20 -loglevel Warning http://httpbin:8000/get 20:33:46 I logger.go:97> Log level is now 3 Warning (was 2 Info) Fortio 1.3.1 running at 0 queries per second, 6->6 procs, for 20 calls: http://httpbin:8000/get Starting at max qps with 2 thread(s) [gomax 6] for exactly 20 calls (10 per thread + 0) 20:33:46 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:33:47 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:33:47 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) Ended after 59.8524ms : 20 calls. qps=334.16 Aggregated Function Time : count 20 avg 0.0056869 +/- 0.003869 min 0.000499 max 0.0144329 sum 0.113738 # range, mid point, percentile, count >= 0.000499 <= 0.001 , 0.0007495 , 10.00, 2 > 0.001 <= 0.002 , 0.0015 , 15.00, 1 > 0.003 <= 0.004 , 0.0035 , 45.00, 6 > 0.004 <= 0.005 , 0.0045 , 55.00, 2 > 0.005 <= 0.006 , 0.0055 , 60.00, 1 > 0.006 <= 0.007 , 0.0065 , 70.00, 2 > 0.007 <= 0.008 , 0.0075 , 80.00, 2 > 0.008 <= 0.009 , 0.0085 , 85.00, 1 > 0.011 <= 0.012 , 0.0115 , 90.00, 1 > 0.012 <= 0.014 , 0.013 , 95.00, 1 > 0.014 <= 0.0144329 , 0.0142165 , 100.00, 1 # target 50% 0.0045 # target 75% 0.0075 # target 90% 0.012 # target 99% 0.0143463 # target 99.9% 0.0144242 Sockets used: 4 (for perfect keepalive, would be 2) Code 200 : 17 (85.0 %) Code 503 : 3 (15.0 %) Response Header Sizes : count 20 avg 195.65 +/- 82.19 min 0 max 231 sum 3913 Response Body/Total Sizes : count 20 avg 729.9 +/- 205.4 min 241 max 817 sum 14598 All done 20 calls (plus 0 warmup) 5.687 ms avg, 334.2 qps
有趣的是,几乎所有的请求都完成了!
istio-proxy
确实允许存在一些误差。Code 200 : 17 (85.0 %) Code 503 : 3 (15.0 %)
将并发连接数提高到 3 个:
$ kubectl exec "$FORTIO_POD" -c fortio -- /usr/bin/fortio load -c 3 -qps 0 -n 30 -loglevel Warning http://httpbin:8000/get 20:32:30 I logger.go:97> Log level is now 3 Warning (was 2 Info) Fortio 1.3.1 running at 0 queries per second, 6->6 procs, for 30 calls: http://httpbin:8000/get Starting at max qps with 3 thread(s) [gomax 6] for exactly 30 calls (10 per thread + 0) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) 20:32:30 W http_client.go:679> Parsed non ok code 503 (HTTP/1.1 503) Ended after 51.9946ms : 30 calls. qps=576.98 Aggregated Function Time : count 30 avg 0.0040001633 +/- 0.003447 min 0.0004298 max 0.015943 sum 0.1200049 # range, mid point, percentile, count >= 0.0004298 <= 0.001 , 0.0007149 , 16.67, 5 > 0.001 <= 0.002 , 0.0015 , 36.67, 6 > 0.002 <= 0.003 , 0.0025 , 50.00, 4 > 0.003 <= 0.004 , 0.0035 , 60.00, 3 > 0.004 <= 0.005 , 0.0045 , 66.67, 2 > 0.005 <= 0.006 , 0.0055 , 76.67, 3 > 0.006 <= 0.007 , 0.0065 , 83.33, 2 > 0.007 <= 0.008 , 0.0075 , 86.67, 1 > 0.008 <= 0.009 , 0.0085 , 90.00, 1 > 0.009 <= 0.01 , 0.0095 , 96.67, 2 > 0.014 <= 0.015943 , 0.0149715 , 100.00, 1 # target 50% 0.003 # target 75% 0.00583333 # target 90% 0.009 # target 99% 0.0153601 # target 99.9% 0.0158847 Sockets used: 20 (for perfect keepalive, would be 3) Code 200 : 11 (36.7 %) Code 503 : 19 (63.3 %) Response Header Sizes : count 30 avg 84.366667 +/- 110.9 min 0 max 231 sum 2531 Response Body/Total Sizes : count 30 avg 451.86667 +/- 277.1 min 241 max 817 sum 13556 All done 30 calls (plus 0 warmup) 4.000 ms avg, 577.0 qps
现在,您将开始看到预期的熔断行为,只有 36.7% 的请求成功,其余的均被熔断器拦截:
Code 200 : 11 (36.7 %) Code 503 : 19 (63.3 %)
查询
istio-proxy
状态以了解更多熔断详情:$ kubectl exec "$FORTIO_POD" -c istio-proxy -- pilot-agent request GET stats | grep httpbin | grep pending cluster.outbound|8000||httpbin.default.svc.cluster.local.circuit_breakers.default.remaining_pending: 1 cluster.outbound|8000||httpbin.default.svc.cluster.local.circuit_breakers.default.rq_pending_open: 0 cluster.outbound|8000||httpbin.default.svc.cluster.local.circuit_breakers.high.rq_pending_open: 0 cluster.outbound|8000||httpbin.default.svc.cluster.local.upstream_rq_pending_active: 0 cluster.outbound|8000||httpbin.default.svc.cluster.local.upstream_rq_pending_failure_eject: 0 cluster.outbound|8000||httpbin.default.svc.cluster.local.upstream_rq_pending_overflow: 21 cluster.outbound|8000||httpbin.default.svc.cluster.local.upstream_rq_pending_total: 29
可以看到
upstream_rq_pending_overflow
值21
,这意味着,目前为止已有 21 个调用被标记为熔断。
清理
清理规则:
$ kubectl delete destinationrule httpbin
下线 httpbin 服务和客户端:
$ kubectl delete -f @samples/httpbin/sample-client/fortio-deploy.yaml@ $ kubectl delete -f @samples/httpbin/httpbin.yaml@