About

Outlier detection is an important part of building resilient apps. An outlier detection policy sets up several conditions, such as retries and ejection percentages, that Gloo Mesh Gateway uses to determine if a service is unhealthy. In case an unhealthy service is detected, the outlier detection policy defines how Gloo Mesh Gateway removes (ejects) services from the pool of healthy destinations to send traffic to. Your apps then have time to recover before they are added back to the load-balancing pool and checked again for consecutive errors.

You can use failover, outlier detection, and retry timeout policies together to build a more resilient application network. For example, an outlier detection policy can remove unhealthy destinations, a failover policy can redirect traffic to healthy destinations, and a retry policy can retry requests in case of failure. Review the following table to understand what each policy does.

PolicyPurpose
FailoverChoose destinations to re-route traffic to, based on the closest locality.
Outlier detectionDetermine when and for how long to remove unhealthy destinations from the pool of healthy destinations.
Retry timeoutDecide how many times to retry requests before the outlier detection policy considers the request as failing and removes the service from the pool of healthy destinations.

For more information, see the following resources.

Before you begin

  1. Set up Gloo Mesh Gateway in a single cluster.
  2. Install Bookinfo and other sample apps.

  3. Configure an HTTP listener on your gateway and set up basic routing for the sample apps.

Configure outlier detection policies

You can apply an outlier detection policy at the destination level. For more information, see Applying policies.

Review the following sample configuration file.

  apiVersion: resilience.policy.gloo.solo.io/v2
kind: OutlierDetectionPolicy
metadata:
  annotations:
    cluster.solo.io/cluster: ""
  name: outlier-detection
  namespace: bookinfo
spec:
  applyToDestinations:
  - kind: VIRTUAL_DESTINATION
    selector: {}
  config:
    baseEjectionTime: 30s
    consecutiveErrors: 2
    interval: 1s
    maxEjectionPercent: 100

Review the following table to understand this configuration. For more information, see the API docs.

SettingDescription
applyToDestinationsConfigure which destinations to apply the policy to, by using labels. The destination can be a VirtualDestination or an ExternalService for services outside the mesh but in the same cluster (not outside the cluster). You cannot select Kubernetes services or ExternalServices that refer to services outside the cluster. If you do not specify any destinations or routes, the policy applies to all destinations in the workspace by default. If you do not specify any destinations but you do specify a route, the policy applies to the route but to no destinations. This example selects all virtual destinations in the workspace, including the one that you previously created.
baseEjectionTimeThe minimum time duration for ejection, or the time when a destination is considered unhealthy and not used for load balancing. Set this value as an integer plus a unit of time, in the format 1h, 1m, 1s, or 1ms. The value must be at least 1ms, and defaults to 30s.
consecutiveErrorsThe number of errors before a destination is removed from the healthy connection pool. The default is 5.
intervalThe amount of time between analyzing destinations for ejection. Set this value as an integer plus a unit of time, in the format 1h, 1m, 1s, or 1ms. The value must be at least 1ms, and defaults to 10s.
maxEjectionPercentThe maximum percentage of destinations that can be removed from the healthy connection pool at a time. For example, if you have 10 total destinations that the policy selects, and set this value to 50 percent, 5 destinations can be removed at once. At least 1 destination can always be removed, regardless of the value you set. You can set this value between 0 and 100, with a default of 100.

Verify outlier detection policies

You can test how outlier detection works by opening the Bookinfo app in your browser and observing the reviews app behavior after applying various resources.

  1. Create a virtual destination for the reviews app. The virtual destination allows for multicluster routing across clusters for the three different reviews apps in your Bookinfo setup.

      kubectl apply -f - <<EOF
apiVersion: networking.gloo.solo.io/v2
kind: VirtualDestination
metadata:
  annotations:
    cluster.solo.io/cluster: ""
  name: reviews-global
  namespace: bookinfo
spec:
  hosts:
  - reviews.vd
  ports:
  - number: 80
    protocol: HTTP
    targetPort:
      name: http
  services:
  - labels:
      app: reviews
EOF

  2. Modify the existing route table to point to the Gloo virtual destination that you created for the reviews app, instead of the Kubernetes service.

      kubectl apply -f- <<EOF
apiVersion: networking.gloo.solo.io/v2
kind: RouteTable
metadata:
  name: www-example-com
  namespace: bookinfo
spec:
  hosts:
    - www.example.com
  # Selects the virtual gateway you previously created
  virtualGateways:
    - name: istio-ingressgateway
      namespace: bookinfo
  http:
    # Route for the main productpage app
    - name: productpage
      matchers:
      - uri:
          prefix: /productpage
      forwardTo:
        destinations:
          - ref:
              name: productpage
              namespace: bookinfo
              cluster: $CLUSTER_NAME
            port:
              number: 9080
    # Routes all /reviews requests to the reviews-v1, reviews-v2, and reviews-v3 apps
    - name: reviews
      labels: 
        route: reviews
      matchers:
      - uri:
          prefix: /reviews
      forwardTo:
        destinations:
          - ref:
              name: reviews-global
              namespace: bookinfo
            kind: VIRTUAL_DESTINATION
            port:
              number: 80
    # Routes all /ratings requests to the ratings-v1 app
    - name: ratings-ingress
      labels:
        route: ratings
      matchers:
      - uri:
          prefix: /ratings
      forwardTo:
        destinations:
          - ref:
              name: ratings
              namespace: bookinfo
              cluster: $CLUSTER_NAME
            port:
              number: 9080
    # Route for the httpbin app
    - name: httpbin-ingress
      labels:
        route: httpbin
      matchers:
      - headers:
        - name: X-httpbin
      forwardTo:
        destinations:
          - ref:
              name: httpbin
              namespace: httpbin
              cluster: $CLUSTER_NAME
            port:
              number: 8000
EOF

  3. Send a request to the reviews app from the ratings app several times. Notice that you get responses with no stars (v1), black stars (v2), and red stars (v3) from all three reviews apps across clusters.

    • HTTP:
        curl -vik --resolve www.example.com:80:${INGRESS_GW_IP} http://www.example.com:80/reviews/1
    • HTTPS:
        curl -vik --resolve www.example.com:443:${INGRESS_GW_IP} https://www.example.com:443/reviews/1

  4. Create the outlier detection policy that you previously reviewed.

      kubectl apply -f - <<EOF
apiVersion: resilience.policy.gloo.solo.io/v2
kind: OutlierDetectionPolicy
metadata:
  annotations:
    cluster.solo.io/cluster: ""
  name: outlier-detection
  namespace: bookinfo
spec:
  applyToDestinations:
  - kind: VIRTUAL_DESTINATION
    selector: {}
  config:
    baseEjectionTime: 30s
    consecutiveErrors: 2
    interval: 1s
    maxEjectionPercent: 100
EOF

  5. Repeat the request to the reviews app. Notice that you get responses with no stars (v1) and black stars (v2), but no longer any red stars (v3 in the second cluster). When you apply an outlier detection policy, Gloo enforces locality preference. The request is fulfilled by the reviews apps local to the requesting ratings app when the reviews apps are healthy.

    • HTTP:
        curl -vik --resolve www.example.com:80:${INGRESS_GW_IP} http://www.example.com:80/reviews/1
    • HTTPS:
        curl -vik --resolve www.example.com:443:${INGRESS_GW_IP} https://www.example.com:443/reviews/1

  6. Send the reviews v1 app to sleep, to mimic an app failure.

      kubectl -n bookinfo patch deploy reviews-v1 --patch '{"spec":{"template":{"spec":{"containers":[{"name":"reviews","command":["sleep","20h"]}]}}}}'

  7. Repeat the request to the reviews app. Now, you get responses from black stars (v2) and red stars (v3) because reviews v1 is unhealthy and the virtual destination permits load balancing.

    • HTTP:
        curl -vik --resolve www.example.com:80:${INGRESS_GW_IP} http://www.example.com:80/reviews/1
    • HTTPS:
        curl -vik --resolve www.example.com:443:${INGRESS_GW_IP} https://www.example.com:443/reviews/1

  8. Remove the sleep command from the reviews v1 app to restore normal behavior.

      kubectl -n bookinfo patch deploy reviews-v1 --patch '{"spec":{"template":{"spec":{"containers":[{"name":"reviews","command":[]}]}}}}'

  9. Keep sending requests to the reviews app. Notice that for the first 30 seconds, you only get responses from black stars (v2) and red stars (v3). After 30 seconds, you also get responses with no stars (v1). The outlier detection policy set the baseEjectionTime to 30s, so the reviews v1 is not returned to the healthy connection pool until after this time elapses.

    • HTTP:
        curl -vik --resolve www.example.com:80:${INGRESS_GW_IP} http://www.example.com:80/reviews/1
    • HTTPS:
        curl -vik --resolve www.example.com:443:${INGRESS_GW_IP} https://www.example.com:443/reviews/1

Cleanup

You can optionally remove the resources that you set up as part of this guide.
  1. Delete the virtual destination and outlier detection policy.
      kubectl -n bookinfo delete virtualdestination reviews-global
kubectl -n bookinfo delete outlierdetectionpolicy outlier-detection
  2. Revert the route table back to using the Kubernetes service for the reviews app.
      kubectl apply -f- <<EOF
apiVersion: networking.gloo.solo.io/v2
kind: RouteTable
metadata:
  name: www-example-com
  namespace: bookinfo
spec:
  hosts:
    - www.example.com
  # Selects the virtual gateway you previously created
  virtualGateways:
    - name: istio-ingressgateway
      namespace: bookinfo
  http:
    # Route for the main productpage app
    - name: productpage
      matchers:
      - uri:
          prefix: /productpage
      forwardTo:
        destinations:
          - ref:
              name: productpage
              namespace: bookinfo
            port:
              number: 9080
    # Routes all /reviews requests to the reviews-v1 or reviews-v2 apps
    - name: reviews
      labels: 
        route: reviews
      matchers:
      - uri:
          prefix: /reviews
      forwardTo:
        destinations:
          - ref:
              name: reviews
              namespace: bookinfo
            port:
              number: 9080
    # Routes all /ratings requests to the ratings-v1 app
    - name: ratings-ingress
      labels:
        route: ratings
      matchers:
      - uri:
          prefix: /ratings
      forwardTo:
        destinations:
          - ref:
              name: ratings
              namespace: bookinfo
            port:
              number: 9080
    # Route for the httpbin app
    - name: httpbin-ingress
      labels:
        route: httpbin
      matchers:
      - headers:
        - name: X-httpbin
      forwardTo:
        destinations:
          - ref:
              name: httpbin
              namespace: httpbin
            port:
              number: 8000

EOF