# Frequently asked questions ### Deployment Strategies **Which deployment strategies are supported by Flagger?** Flagger implements the following deployment strategies: * [Canary Release](usage/deployment-strategies.md#canary-release) * [A/B Testing](usage/deployment-strategies.md#a-b-testing) * [Blue/Green](usage/deployment-strategies.md#blue-green-deployments) * [Blue/Green Mirroring](usage/deployment-strategies.md#blue-green-with-traffic-mirroring) **When should I use A/B testing instead of progressive traffic shifting?** For frontend applications that require session affinity you should use HTTP headers or cookies match conditions to ensure a set of users will stay on the same version for the whole duration of the canary analysis. **Can I use Flagger to manage applications that live outside of a service mesh?** For applications that are not deployed on a service mesh, Flagger can orchestrate Blue/Green style deployments with Kubernetes L4 networking. **When can I use traffic mirroring?** Traffic mirroring can be used for Blue/Green deployment strategy or a pre-stage in a Canary release. Traffic mirroring will copy each incoming request, sending one request to the primary and one to the canary service. Mirroring should be used for requests that are **idempotent** or capable of being processed twice (once by the primary and once by the canary). ### Kubernetes services **How is an application exposed inside the cluster?** Assuming the app name is podinfo you can define a canary like: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary metadata: name: podinfo namespace: test spec: targetRef: apiVersion: apps/v1 kind: Deployment name: podinfo service: # service name (optional) name: podinfo # ClusterIP port number (required) port: 9898 # container port name or number targetPort: http # port name can be http or grpc (default http) portName: http ``` If the `service.name` is not specified, then `targetRef.name` is used for the apex domain and canary/primary services name prefix. You should treat the service name as an immutable field, changing it could result in routing conflicts. Based on the canary spec service, Flagger generates the following Kubernetes ClusterIP service: * `..svc.cluster.local` selector `app=-primary` * `-primary..svc.cluster.local` selector `app=-primary` * `-canary..svc.cluster.local` selector `app=` This ensures that traffic coming from a namespace outside the mesh to `podinfo.test:9898` will be routed to the latest stable release of your app. ```yaml apiVersion: v1 kind: Service metadata: name: podinfo spec: type: ClusterIP selector: app: podinfo-primary ports: - name: http port: 9898 protocol: TCP targetPort: http --- apiVersion: v1 kind: Service metadata: name: podinfo-primary spec: type: ClusterIP selector: app: podinfo-primary ports: - name: http port: 9898 protocol: TCP targetPort: http --- apiVersion: v1 kind: Service metadata: name: podinfo-canary spec: type: ClusterIP selector: app: podinfo ports: - name: http port: 9898 protocol: TCP targetPort: http ``` The `podinfo-canary.test:9898` address is available only during the canary analysis and can be used for conformance testing or load testing. ### Multiple ports **My application listens on multiple ports, how can I expose them inside the cluster?** If port discovery is enabled, Flagger scans the deployment spec and extracts the containers ports excluding the port specified in the canary service and Envoy sidecar ports. These ports will be used when generating the ClusterIP services. For a deployment that exposes two ports: ```yaml apiVersion: apps/v1 kind: Deployment spec: template: metadata: annotations: prometheus.io/scrape: "true" prometheus.io/port: "9899" spec: containers: - name: app ports: - containerPort: 8080 - containerPort: 9090 ``` You can enable port discovery so that Prometheus will be able to reach port `9090` over mTLS: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary spec: service: # container port used for canary analysis port: 8080 # port name can be http or grpc (default http) portName: http # add all the other container ports # to the ClusterIP services (default false) portDiscovery: true trafficPolicy: tls: mode: ISTIO_MUTUAL ``` Both port `8080` and `9090` will be added to the ClusterIP services. ### Label selectors **What labels selectors are supported by Flagger?** The target deployment must have a single label selector in the format `app: `: ```yaml apiVersion: apps/v1 kind: Deployment metadata: name: podinfo spec: selector: matchLabels: app: podinfo template: metadata: labels: app: podinfo ``` Besides `app` Flagger supports `name` and `app.kubernetes.io/name` selectors. If you use a different convention you can specify your label with the `-selector-labels` flag. **Is pod affinity and anti affinity supported?** For pod affinity to work you need to use a different label than the `app`, `name` or `app.kubernetes.io/name`. Anti affinity example: ```yaml apiVersion: apps/v1 kind: Deployment metadata: name: podinfo spec: selector: matchLabels: app: podinfo affinity: podinfo template: metadata: labels: app: podinfo affinity: podinfo spec: affinity: podAntiAffinity: preferredDuringSchedulingIgnoredDuringExecution: - weight: 100 podAffinityTerm: labelSelector: matchLabels: affinity: podinfo topologyKey: kubernetes.io/hostname ``` ### Metrics **How does Flagger measures the request success rate and duration?** Flagger measures the request success rate and duration using Prometheus queries. **HTTP requests success rate percentage** Spec: ```yaml canaryAnalysis: metrics: - name: request-success-rate # minimum req success rate (non 5xx responses) # percentage (0-100) threshold: 99 interval: 1m ``` Istio query: ```javascript sum( rate( istio_requests_total{ reporter="destination", destination_workload_namespace=~"$namespace", destination_workload=~"$workload", response_code!~"5.*" }[$interval] ) ) / sum( rate( istio_requests_total{ reporter="destination", destination_workload_namespace=~"$namespace", destination_workload=~"$workload" }[$interval] ) ) ``` Envoy query (App Mesh, Contour or Gloo): ```javascript sum( rate( envoy_cluster_upstream_rq{ kubernetes_namespace="$namespace", kubernetes_pod_name=~"$workload", envoy_response_code!~"5.*" }[$interval] ) ) / sum( rate( envoy_cluster_upstream_rq{ kubernetes_namespace="$namespace", kubernetes_pod_name=~"$workload" }[$interval] ) ) ``` **HTTP requests milliseconds duration P99** Spec: ```yaml canaryAnalysis: metrics: - name: request-duration # maximum req duration P99 # milliseconds threshold: 500 interval: 1m ``` Istio query: ```javascript histogram_quantile(0.99, sum( irate( istio_request_duration_seconds_bucket{ reporter="destination", destination_workload=~"$workload", destination_workload_namespace=~"$namespace" }[$interval] ) ) by (le) ) ``` Envoy query (App Mesh, Contour or Gloo): ```javascript histogram_quantile(0.99, sum( irate( envoy_cluster_upstream_rq_time_bucket{ kubernetes_pod_name=~"$workload", kubernetes_namespace=~"$namespace" }[$interval] ) ) by (le) ) ``` > **Note** that the metric interval should be lower or equal to the control loop interval. ### Istio routing **How does Flagger interact with Istio?** Flagger creates an Istio Virtual Service and Destination Rules based on the Canary service spec. The service configuration lets you expose an app inside or outside the mesh. You can also define traffic policies, HTTP match conditions, URI rewrite rules, CORS policies, timeout and retries. The following spec exposes the `frontend` workload inside the mesh on `frontend.test.svc.cluster.local:9898` and outside the mesh on `frontend.example.com`. You'll have to specify an Istio ingress gateway for external hosts. ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary metadata: name: frontend namespace: test spec: service: # container port port: 9898 # service port name (optional, will default to "http") portName: http-frontend # Istio gateways (optional) gateways: - public-gateway.istio-system.svc.cluster.local - mesh # Istio virtual service host names (optional) hosts: - frontend.example.com # Istio traffic policy trafficPolicy: tls: # use ISTIO_MUTUAL when mTLS is enabled mode: DISABLE # HTTP match conditions (optional) match: - uri: prefix: / # HTTP rewrite (optional) rewrite: uri: / # Istio retry policy (optional) retries: attempts: 3 perTryTimeout: 1s retryOn: "gateway-error,connect-failure,refused-stream" # Add headers (optional) headers: request: add: x-some-header: "value" # cross-origin resource sharing policy (optional) corsPolicy: allowOrigin: - example.com allowMethods: - GET allowCredentials: false allowHeaders: - x-some-header maxAge: 24h ``` For the above spec Flagger will generate the following virtual service: ```yaml apiVersion: networking.istio.io/v1alpha3 kind: VirtualService metadata: name: frontend namespace: test ownerReferences: - apiVersion: flagger.app/v1alpha3 blockOwnerDeletion: true controller: true kind: Canary name: podinfo uid: 3a4a40dd-3875-11e9-8e1d-42010a9c0fd1 spec: gateways: - public-gateway.istio-system.svc.cluster.local - mesh hosts: - frontend.example.com - frontend http: - corsPolicy: allowHeaders: - x-some-header allowMethods: - GET allowOrigin: - example.com maxAge: 24h headers: request: add: x-some-header: "value" match: - uri: prefix: / rewrite: uri: / route: - destination: host: podinfo-primary weight: 100 - destination: host: podinfo-canary weight: 0 retries: attempts: 3 perTryTimeout: 1s retryOn: "gateway-error,connect-failure,refused-stream" ``` For each destination in the virtual service a rule is generated: ```yaml apiVersion: networking.istio.io/v1alpha3 kind: DestinationRule metadata: name: frontend-primary namespace: test spec: host: frontend-primary trafficPolicy: tls: mode: DISABLE --- apiVersion: networking.istio.io/v1alpha3 kind: DestinationRule metadata: name: frontend-canary namespace: test spec: host: frontend-canary trafficPolicy: tls: mode: DISABLE ``` Flagger keeps in sync the virtual service and destination rules with the canary service spec. Any direct modification to the virtual service spec will be overwritten. To expose a workload inside the mesh on `http://backend.test.svc.cluster.local:9898`, the service spec can contain only the container port and the traffic policy: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary metadata: name: backend namespace: test spec: service: port: 9898 trafficPolicy: tls: mode: DISABLE ``` Based on the above spec, Flagger will create several ClusterIP services like: ```yaml apiVersion: v1 kind: Service metadata: name: backend-primary ownerReferences: - apiVersion: flagger.app/v1alpha3 blockOwnerDeletion: true controller: true kind: Canary name: backend uid: 2ca1a9c7-2ef6-11e9-bd01-42010a9c0145 spec: type: ClusterIP ports: - name: http port: 9898 protocol: TCP targetPort: 9898 selector: app: backend-primary ``` Flagger works for user facing apps exposed outside the cluster via an ingress gateway and for backend HTTP APIs that are accessible only from inside the mesh. ### Istio Ingress Gateway **How can I expose multiple canaries on the same external domain?** Assuming you have two apps, one that servers the main website and one that serves the REST API. For each app you can define a canary object as: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary metadata: name: website spec: service: port: 8080 gateways: - public-gateway.istio-system.svc.cluster.local hosts: - my-site.com match: - uri: prefix: / rewrite: uri: / --- apiVersion: flagger.app/v1alpha3 kind: Canary metadata: name: webapi spec: service: port: 8080 gateways: - public-gateway.istio-system.svc.cluster.local hosts: - my-site.com match: - uri: prefix: /api rewrite: uri: / ``` Based on the above configuration, Flagger will create two virtual services bounded to the same ingress gateway and external host. Istio Pilot will [merge](https://istio.io/help/ops/traffic-management/deploy-guidelines/#multiple-virtual-services-and-destination-rules-for-the-same-host) the two services and the website rule will be moved to the end of the list in the merged configuration. Note that host merging only works if the canaries are bounded to a ingress gateway other than the `mesh` gateway. ### Istio Mutual TLS **How can I enable mTLS for a canary?** When deploying Istio with global mTLS enabled, you have to set the TLS mode to `ISTIO_MUTUAL`: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary spec: service: trafficPolicy: tls: mode: ISTIO_MUTUAL ``` If you run Istio in permissive mode you can disable TLS: ```yaml apiVersion: flagger.app/v1alpha3 kind: Canary spec: service: trafficPolicy: tls: mode: DISABLE ``` **If Flagger is outside of the mesh, how can it start the load test?** In order for Flagger to be able to call the load tester service from outside the mesh, you need to disable mTLS on port 80: ```yaml apiVersion: networking.istio.io/v1alpha3 kind: DestinationRule metadata: name: flagger-loadtester namespace: test spec: host: "flagger-loadtester.test.svc.cluster.local" trafficPolicy: tls: mode: DISABLE --- apiVersion: authentication.istio.io/v1alpha1 kind: Policy metadata: name: flagger-loadtester namespace: test spec: targets: - name: flagger-loadtester ports: - number: 80 ```