配置应用的服务等级目标SLO实现应用性能监控与管理 - 服务网格 ASM

当您需要对应用程序的服务水平进行管理和监控时，可以在ASM控制台配置服务等级目标SLO（Service Level Objectives）和相应的告警规则，确保应用程序按照期望的服务水平运行。一旦应用程序的服务水平达到或超过预设的阈值，ASM将根据故障的严重程度，在故障发生时及时发出不同等级的提醒，提高应用程序服务水平管理的效率和响应速度。

前提条件

已添加集群到ASM实例，且ASM实例为1.15.3及以上版本。
已部署入口网关。
已启用自动注入。

步骤一：部署httpbin应用示例

使用以下内容，创建httpbin.yaml。

展开查看httpbin.yaml

##################################################################################################
# httpbin service
##################################################################################################
apiVersion: v1
kind: ServiceAccount
metadata:
  name: httpbin
---
apiVersion: v1
kind: Service
metadata:
  name: httpbin
  labels:
    app: httpbin
    service: httpbin
spec:
  ports:
  - name: http
    port: 8000
    targetPort: 80
  selector:
    app: httpbin
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: httpbin
spec:
  replicas: 1
  selector:
    matchLabels:
      app: httpbin
      version: v1
  template:
    metadata:
      labels:
        app: httpbin
        version: v1
    spec:
      serviceAccountName: httpbin
      containers:
      - image: docker.io/kennethreitz/httpbin
        imagePullPolicy: IfNotPresent
        name: httpbin
        ports:
        - containerPort: 80

使用kubectl连接ACK集群，执行以下命令，在ACK集群中部署httpbin。
关于如何通过kubectl工具连接ACK集群，请参见通过kubectl工具连接集群。
```
kubectl apply -f httpbin.yaml
```

步骤二：配置虚拟服务和网关规则

使用以下内容，创建httpbin-gateway.yaml。

展开查看httpbin-gateway.yaml

apiVersion: networking.istio.io/v1alpha3
kind: Gateway
metadata:
  name: httpbin-gateway
spec:
  selector:
    istio: ingressgateway
  servers:
  - port:
      number: 80
      name: http
      protocol: HTTP
    hosts:
    - "*"
---
apiVersion: networking.istio.io/v1alpha3
kind: VirtualService
metadata:
  name: httpbin
spec:
  hosts:
  - "*"
  gateways:
  - httpbin-gateway
  http:
  - route:
    - destination:
        host: httpbin
        port:
          number: 8000

通过kubectl连接ASM实例，执行以下命令，部署虚拟服务和网关规则。
关于如何通过kubectl工具连接ASM实例，请参见通过控制面kubectl访问Istio资源。
```
kubectl apply -f httpbin-gateway.yaml
```
在浏览器地址栏，输入http://{入口网关的IP地址}。
关于如何获取网关IP，请参见获取入口网关地址。如果您可以看到httpbin应用的页面，说明httpbin应用部署成功。

步骤三：定义SLO配置

本文将为default命名空间下的httpbin服务生成服务可用性SLO。其中，目标值为99%，持续时间为30天，配置Page和Ticket两个等级的告警。关于SLO的相关概念说明，请参见服务等级目标SLO概述。

登录ASM控制台，在左侧导航栏，选择服务网格 > 网格管理。
在网格管理页面，单击目标实例名称，然后在左侧导航栏，选择可观测管理中心 > SLO配置。
在SLO配置页面上方，选择命名空间为目标服务所在的命名空间（本文为default），在目标服务httpbin右侧，单击创建。
在创建页面的基本信息区域，持续时间选择30天。
单击SLO规则，配置名称为asm-slo，插件类型选择availability，目标值为99，打开开启告警规则开关，配置告警规则名称为asm-alert，然后打开开启紧急级别的告警规则和开启警告级别的告警规则开关。
可选：在页面下方，单击预览，查看配置信息。确认无误后，单击确认。
关于配置文件的字段说明，请参见SLO CRD字段说明。
配置完成后，在页面下方，单击创建。

步骤四：自动生成Prometheus规则

SLO配置成功后，您可以在SLO配置页面的目标服务httpbin右侧，单击查看Promethe规则，查看生成的结果。

查看Promethe规则

展开查看Promethe规则示例

groups:
- name: asm-slo-sli-recordings-httpbin-asm-slo
  rules:
  - record: slo:sli_error:ratio_rate5m
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[5m])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[5m])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 5m
  - record: slo:sli_error:ratio_rate30m
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[30m])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[30m])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 30m
  - record: slo:sli_error:ratio_rate1h
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[1h])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[1h])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 1h
  - record: slo:sli_error:ratio_rate2h
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[2h])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[2h])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 2h
  - record: slo:sli_error:ratio_rate6h
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[6h])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[6h])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 6h
  - record: slo:sli_error:ratio_rate1d
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[1d])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[1d])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 1d
  - record: slo:sli_error:ratio_rate3d
    expr: "(\n(\n  sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\",response_code=~\"(5..|429)\"
      }[3d])) \n  /          \n  (sum(rate(istio_requests_total{ destination_service_name=\"httpbin\",destination_service_namespace=\"default\"
      }[3d])) > 0)\n) OR on() vector(0)\n)"
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
      slo_window: 3d
  - record: slo:sli_error:ratio_rate30d
    expr: |
      sum_over_time(slo:sli_error:ratio_rate5m{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}[30d])
      / ignoring (slo_window)
      count_over_time(slo:sli_error:ratio_rate5m{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}[30d])
    labels:
      slo_window: 30d
- name: asm-slo-meta-recordings-httpbin-asm-slo
  rules:
  - record: slo:objective:ratio
    expr: vector(0.99)
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: slo:error_budget:ratio
    expr: vector(1-0.99)
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: slo:time_period:days
    expr: vector(30)
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: slo:current_burn_rate:ratio
    expr: |
      slo:sli_error:ratio_rate5m{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}
      / on(slo_id, asm_slo, slo_service) group_left
      slo:error_budget:ratio{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: slo:period_burn_rate:ratio
    expr: |
      slo:sli_error:ratio_rate30d{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}
      / on(slo_id, asm_slo, slo_service) group_left
      slo:error_budget:ratio{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"}
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: slo:period_error_budget_remaining:ratio
    expr: 1 - slo:period_burn_rate:ratio{asm_slo="asm-slo", slo_id="httpbin-asm-slo",
      slo_service="httpbin"}
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_service: httpbin
  - record: asm_slo_info
    expr: vector(1)
    labels:
      asm_slo: asm-slo
      slo_id: httpbin-asm-slo
      slo_mode: cli-gen-prom
      slo_objective: "99"
      slo_service: httpbin
      slo_spec: prometheus/v1
      slo_version: dev
- name: asm-slo-alerts-httpbin-asm-slo
  rules:
  - alert: asm-alert
    expr: |
      (
          (slo:sli_error:ratio_rate5m{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (14.4 * 0.01))
          and ignoring (slo_window)
          (slo:sli_error:ratio_rate1h{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (14.4 * 0.01))
      )
      or ignoring (slo_window)
      (
          (slo:sli_error:ratio_rate30m{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (6 * 0.01))
          and ignoring (slo_window)
          (slo:sli_error:ratio_rate6h{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (6 * 0.01))
      )
    labels:
      slo_severity: page
    annotations:
      summary: '{{$labels.slo_service}} {{$labels.asm_slo}} SLO error budget burn
        rate is over expected.'
      title: (page) {{$labels.slo_service}} {{$labels.asm_slo}} SLO error budget burn
        rate is too fast.
  - alert: asm-alert
    expr: |
      (
          (slo:sli_error:ratio_rate2h{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (3 * 0.01))
          and ignoring (slo_window)
          (slo:sli_error:ratio_rate1d{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (3 * 0.01))
      )
      or ignoring (slo_window)
      (
          (slo:sli_error:ratio_rate6h{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (1 * 0.01))
          and ignoring (slo_window)
          (slo:sli_error:ratio_rate3d{asm_slo="asm-slo", slo_id="httpbin-asm-slo", slo_service="httpbin"} > (1 * 0.01))
      )
    labels:
      slo_severity: ticket
    annotations:
      summary: '{{$labels.slo_service}} {{$labels.asm_slo}} SLO error budget burn
        rate is over expected.'
      title: (ticket) {{$labels.slo_service}} {{$labels.asm_slo}} SLO error budget
        burn rate is too fast.

后续步骤

您可以将生成的Prometheus规则导入Prometheus中执行SLO，并使用Grafana查看SLO相关指标。具体操作，请参见将生成的规则导入Prometheus中执行SLO和使用Grafana查看SLO。