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Istio Canary Deployments
This guide shows you how to use Istio and Flagger to automate canary deployments.
Flagger Canary Stages
Prerequisites
Flagger requires a Kubernetes cluster v1.16 or newer and Istio v1.5 or newer.
Install Istio with telemetry support and Prometheus:
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istioctl manifest install --set profile=default
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​
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kubectl apply -f https://raw.githubusercontent.com/istio/istio/release-1.8/samples/addons/prometheus.yaml
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Install Flagger in the
istio-system namespace:1
kubectl apply -k github.com/fluxcd/flagger//kustomize/istio
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Create an ingress gateway to expose the demo app outside of the mesh:
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apiVersion: networking.istio.io/v1alpha3
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kind: Gateway
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metadata:
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name: public-gateway
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namespace: istio-system
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spec:
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selector:
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istio: ingressgateway
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servers:
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- port:
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number: 80
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name: http
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protocol: HTTP
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hosts:
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- "*"
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Bootstrap
Flagger takes a Kubernetes deployment and optionally a horizontal pod autoscaler (HPA), then creates a series of objects (Kubernetes deployments, ClusterIP services, Istio destination rules and virtual services). These objects expose the application inside the mesh and drive the canary analysis and promotion.
Create a test namespace with Istio sidecar injection enabled:
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kubectl create ns test
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kubectl label namespace test istio-injection=enabled
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Create a deployment and a horizontal pod autoscaler:
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kubectl apply -k https://github.com/fluxcd/flagger//kustomize/podinfo?ref=main
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Deploy the load testing service to generate traffic during the canary analysis:
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kubectl apply -k https://github.com/fluxcd/flagger//kustomize/tester?ref=main
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Create a canary custom resource (replace example.com with your own domain):
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apiVersion: flagger.app/v1beta1
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kind: Canary
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metadata:
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name: podinfo
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namespace: test
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spec:
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# deployment reference
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targetRef:
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apiVersion: apps/v1
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kind: Deployment
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name: podinfo
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# the maximum time in seconds for the canary deployment
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# to make progress before it is rollback (default 600s)
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progressDeadlineSeconds: 60
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# HPA reference (optional)
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autoscalerRef:
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apiVersion: autoscaling/v2beta2
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kind: HorizontalPodAutoscaler
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name: podinfo
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service:
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# service port number
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port: 9898
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# container port number or name (optional)
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targetPort: 9898
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# Istio gateways (optional)
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gateways:
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- public-gateway.istio-system.svc.cluster.local
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# Istio virtual service host names (optional)
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hosts:
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- app.example.com
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# Istio traffic policy (optional)
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trafficPolicy:
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tls:
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# use ISTIO_MUTUAL when mTLS is enabled
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mode: DISABLE
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# Istio retry policy (optional)
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retries:
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attempts: 3
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perTryTimeout: 1s
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retryOn: "gateway-error,connect-failure,refused-stream"
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analysis:
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# schedule interval (default 60s)
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interval: 1m
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# max number of failed metric checks before rollback
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threshold: 5
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# max traffic percentage routed to canary
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# percentage (0-100)
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maxWeight: 50
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# canary increment step
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# percentage (0-100)
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stepWeight: 10
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metrics:
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- name: request-success-rate
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# minimum req success rate (non 5xx responses)
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# percentage (0-100)
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thresholdRange:
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min: 99
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interval: 1m
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- name: request-duration
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# maximum req duration P99
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# milliseconds
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thresholdRange:
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max: 500
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interval: 30s
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# testing (optional)
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webhooks:
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- name: acceptance-test
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type: pre-rollout
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url: http://flagger-loadtester.test/
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timeout: 30s
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metadata:
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type: bash
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cmd: "curl -sd 'test' http://podinfo-canary:9898/token | grep token"
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- name: load-test
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url: http://flagger-loadtester.test/
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timeout: 5s
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metadata:
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cmd: "hey -z 1m -q 10 -c 2 http://podinfo-canary.test:9898/"
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Save the above resource as podinfo-canary.yaml and then apply it:
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kubectl apply -f ./podinfo-canary.yaml
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When the canary analysis starts, Flagger will call the pre-rollout webhooks before routing traffic to the canary. The canary analysis will run for five minutes while validating the HTTP metrics and rollout hooks every minute.
Flagger Canary Process
After a couple of seconds Flagger will create the canary objects:
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# applied
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deployment.apps/podinfo
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horizontalpodautoscaler.autoscaling/podinfo
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canary.flagger.app/podinfo
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​
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# generated
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deployment.apps/podinfo-primary
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horizontalpodautoscaler.autoscaling/podinfo-primary
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service/podinfo
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service/podinfo-canary
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service/podinfo-primary
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destinationrule.networking.istio.io/podinfo-canary
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destinationrule.networking.istio.io/podinfo-primary
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virtualservice.networking.istio.io/podinfo
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Automated canary promotion
Trigger a canary deployment by updating the container image:
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kubectl -n test set image deployment/podinfo \
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podinfod=stefanprodan/podinfo:3.1.1
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Flagger detects that the deployment revision changed and starts a new rollout:
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kubectl -n test describe canary/podinfo
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​
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Status:
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Canary Weight: 0
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Failed Checks: 0
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Phase: Succeeded
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Events:
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Type Reason Age From Message
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---- ------ ---- ---- -------
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Normal Synced 3m flagger New revision detected podinfo.test
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Normal Synced 3m flagger Scaling up podinfo.test
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Warning Synced 3m flagger Waiting for podinfo.test rollout to finish: 0 of 1 updated replicas are available
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Normal Synced 3m flagger Advance podinfo.test canary weight 5
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Normal Synced 3m flagger Advance podinfo.test canary weight 10
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Normal Synced 3m flagger Advance podinfo.test canary weight 15
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Normal Synced 2m flagger Advance podinfo.test canary weight 20
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Normal Synced 2m flagger Advance podinfo.test canary weight 25
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Normal Synced 1m flagger Advance podinfo.test canary weight 30
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Normal Synced 1m flagger Advance podinfo.test canary weight 35
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Normal Synced 55s flagger Advance podinfo.test canary weight 40
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Normal Synced 45s flagger Advance podinfo.test canary weight 45
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Normal Synced 35s flagger Advance podinfo.test canary weight 50
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Normal Synced 25s flagger Copying podinfo.test template spec to podinfo-primary.test
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Warning Synced 15s flagger Waiting for podinfo-primary.test rollout to finish: 1 of 2 updated replicas are available
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Normal Synced 5s flagger Promotion completed! Scaling down podinfo.test
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Note that if you apply new changes to the deployment during the canary analysis, Flagger will restart the analysis.
A canary deployment is triggered by changes in any of the following objects:
- Deployment PodSpec (container image, command, ports, env, resources, etc)
- ConfigMaps mounted as volumes or mapped to environment variables
- Secrets mounted as volumes or mapped to environment variables
You can monitor all canaries with:
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watch kubectl get canaries --all-namespaces
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​
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NAMESPACE NAME STATUS WEIGHT LASTTRANSITIONTIME
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test podinfo Progressing 15 2019-01-16T14:05:07Z
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prod frontend Succeeded 0 2019-01-15T16:15:07Z
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prod backend Failed 0 2019-01-14T17:05:07Z
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Automated rollback
During the canary analysis you can generate HTTP 500 errors and high latency to test if Flagger pauses the rollout.
Trigger another canary deployment:
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kubectl -n test set image deployment/podinfo \
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podinfod=stefanprodan/podinfo:3.1.2
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Exec into the load tester pod with:
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kubectl -n test exec -it flagger-loadtester-xx-xx sh
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Generate HTTP 500 errors:
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watch curl http://podinfo-canary:9898/status/500
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Generate latency:
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watch curl http://podinfo-canary:9898/delay/1
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When the number of failed checks reaches the canary analysis threshold, the traffic is routed back to the primary, the canary is scaled to zero and the rollout is marked as failed.
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kubectl -n test describe canary/podinfo
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Status:
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Canary Weight: 0
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Failed Checks: 10
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Phase: Failed
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Events:
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Type Reason Age From Message
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---- ------ ---- ---- -------
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Normal Synced 3m flagger Starting canary deployment for podinfo.test
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Normal Synced 3m flagger Advance podinfo.test canary weight 5
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Normal Synced 3m flagger Advance podinfo.test canary weight 10
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Normal Synced 3m flagger Advance podinfo.test canary weight 15
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Normal Synced 3m flagger Halt podinfo.test advancement success rate 69.17% < 99%
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Normal Synced 2m flagger Halt podinfo.test advancement success rate 61.39% < 99%
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Normal Synced 2m flagger Halt podinfo.test advancement success rate 55.06% < 99%
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Normal Synced 2m flagger Halt podinfo.test advancement success rate 47.00% < 99%
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Normal Synced 2m flagger (combined from similar events): Halt podinfo.test advancement success rate 38.08% < 99%
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Warning Synced 1m flagger Rolling back podinfo.test failed checks threshold reached 10
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Warning Synced 1m flagger Canary failed! Scaling down podinfo.test
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Traffic mirroring
Flagger Canary Traffic Shadowing
For applications that perform read operations, Flagger can be configured to drive canary releases with traffic mirroring. Istio traffic mirroring will copy each incoming request, sending one request to the primary and one to the canary service. The response from the primary is sent back to the user and the response from the canary is discarded. Metrics are collected on both requests so that the deployment will only proceed if the canary metrics are within the threshold values.
Note that mirroring should be used for requests that are idempotent or capable of being processed twice (once by the primary and once by the canary).
You can enable mirroring by replacing
stepWeight/maxWeight with iterations and by setting analysis.mirror to true:1
apiVersion: flagger.app/v1beta1
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kind: Canary
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metadata:
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name: podinfo
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namespace: test
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spec:
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analysis:
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# schedule interval
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interval: 1m
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# max number of failed metric checks before rollback
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threshold: 5
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# total number of iterations
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iterations: 10
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# enable traffic shadowing
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mirror: true
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# weight of the traffic mirrored to your canary (defaults to 100%)
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mirrorWeight: 100
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metrics:
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- name: request-success-rate
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thresholdRange:
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min: 99
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interval: 1m
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- name: request-duration
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thresholdRange:
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max: 500
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interval: 1m
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webhooks:
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- name: acceptance-test
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type: pre-rollout
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url: http://flagger-loadtester.test/
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timeout: 30s
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metadata:
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type: bash
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cmd: "curl -sd 'test' http://podinfo-canary:9898/token | grep token"
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- name: load-test
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url: http://flagger-loadtester.test/
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timeout: 5s
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metadata:
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cmd: "hey -z 1m -q 10 -c 2 http://podinfo.test:9898/"
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With the above configuration, Flagger will run a canary release with the following steps:
- detect new revision (deployment spec, secrets or configmaps changes)
- scale from zero the canary deployment
- wait for the HPA to set the canary minimum replicas
- check canary pods health
- run the acceptance tests
- abort the canary release if tests fail
- start the load tests
- mirror 100% of the traffic from primary to canary
- check request success rate and request duration every minute
- abort the canary release if the metrics check failure threshold is reached
- stop traffic mirroring after the number of iterations is reached
- route live traffic to the canary pods
- promote the canary (update the primary secrets, configmaps and deployment spec)
- wait for the primary deployment rollout to finish
- wait for the HPA to set the primary minimum replicas
- check primary pods health
- switch live traffic back to primary
- scale to zero the canary
- send notification with the canary analysis result
The above procedure can be extended with custom metrics checks, webhooks, manual promotion approval and Slack or MS Teams notifications.
Last modified 1yr ago