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# Flagger with Prometheus Operator | ||
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This guide will show you how to use Flagger and Prometheus Operator. | ||
This guide will handle only Blue/Green Deployment with podinfo application | ||
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## Prerequisites | ||
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Flagger and Prometheus Operator requires a Kubernetes cluster **v1.11** or newer | ||
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Install Prometheus-Operator with Helm v3: | ||
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```bash | ||
helm repo add stable https://kubernetes-charts.storage.googleapis.com | ||
helm repo update | ||
kubectl create ns monitoring | ||
helm upgrade -i prometheus stable/prometheus-operator \ | ||
--namespace monitoring \ | ||
--set prometheus.prometheusSpec.serviceMonitorSelectorNilUsesHelmValues=false \ | ||
--set fullnameOverride=prometheus | ||
``` | ||
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The `prometheus.prometheusSpec.serviceMonitorSelectorNilUsesHelmValues=false` option allows Prometheus-Operator to watch serviceMonitor outside of his namespace. | ||
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You can also set `prometheus.service.type=nodePort` if you want to have access the Prometheus UI | ||
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Install Flagger with Helm v3: | ||
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```bash | ||
helm repo add flagger https://flagger.app | ||
helm repo update | ||
kubectl create ns flagger | ||
helm upgrade -i flagger flagger/flagger \ | ||
--namespace flagger \ | ||
--set metricsServer=http://prometheus-prometheus.monitoring:9090 \ | ||
--set meshProvider=kubernetes | ||
``` | ||
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The `meshProvider` option can be changed to your value, if you want to do something else than Blue/Green Deployment | ||
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Install Flagger Loadtester with Helm v3: | ||
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```bash | ||
helm repo add flagger https://flagger.app | ||
helm repo update | ||
kubectl create ns flagger | ||
helm upgrade -i loadtester flagger/loadtester \ | ||
--namespace flagger | ||
``` | ||
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Install podinfo with Helm v3: | ||
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```bash | ||
helm repo add sp https://stefanprodan.github.io/podinfo | ||
helm repo update | ||
kubectl create ns test | ||
helm upgrade -i podinfo sp/podinfo \ | ||
--namespace test | ||
``` | ||
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## Setting ServiceMonitor | ||
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Prometheus Operator is using mostly serviceMonitor instead of annotations. | ||
In order to catch metrics for primary and canary service, you will need to create 2 serviceMonitors : | ||
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```yaml | ||
apiVersion: monitoring.coreos.com/v1 | ||
kind: ServiceMonitor | ||
metadata: | ||
name: podinfo | ||
namespace: test | ||
spec: | ||
endpoints: | ||
- path: /metrics | ||
port: http | ||
interval: 15s | ||
selector: | ||
matchLabels: | ||
app: podinfo | ||
``` | ||
```yaml | ||
apiVersion: monitoring.coreos.com/v1 | ||
kind: ServiceMonitor | ||
metadata: | ||
name: podinfo-canary | ||
namespace: test | ||
spec: | ||
endpoints: | ||
- path: /metrics | ||
port: http | ||
interval: 15s | ||
selector: | ||
matchLabels: | ||
app: podinfo-canary | ||
``` | ||
We are setting `interval: 15s` to have a more aggressive scraping | ||
If you do not define it, you must to use a longer interval in the Canary object | ||
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## Setting Custom metrics | ||
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Prometheus Operator is relabeling for every serviceMonitor, you can create custom metrics to you own filter. | ||
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```yaml | ||
apiVersion: flagger.app/v1beta1 | ||
kind: MetricTemplate | ||
metadata: | ||
name: request-success-rate | ||
namespace: test | ||
spec: | ||
provider: | ||
address: http://prometheus-prometheus.monitoring:9090 | ||
type: prometheus | ||
query: | | ||
rate( | ||
http_requests_total{ | ||
namespace="{{ namespace }}", | ||
job="{{ target }}-canary", | ||
status!~"5.*" | ||
}[{{ interval }}]) | ||
/ | ||
rate( | ||
http_requests_total{ | ||
namespace="{{ namespace }}", | ||
job="{{ target }}-canary" | ||
}[{{ interval }}] | ||
) * 100 | ||
``` | ||
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You can also use `pod="{{ target }}-[0-9a-zA-Z]+(-[0-9a-zA-Z]+)"` instead of `job={{ target }}-canary`, if you want. | ||
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## Creating Canary | ||
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```yaml | ||
apiVersion: flagger.app/v1beta1 | ||
kind: Canary | ||
metadata: | ||
name: podinfo | ||
namespace: test | ||
spec: | ||
provider: kubernetes | ||
targetRef: | ||
apiVersion: apps/v1 | ||
kind: Deployment | ||
name: podinfo | ||
progressDeadlineSeconds: 60 | ||
service: | ||
port: 9898 | ||
portDiscovery: true | ||
analysis: | ||
interval: 30s | ||
iterations: 10 | ||
threshold: 2 | ||
metrics: | ||
- name: http-success-rate | ||
templateRef: | ||
name: request-success-rate | ||
namespace: test | ||
thresholdRange: | ||
min: 99 | ||
interval: 1m | ||
webhooks: | ||
- name: smoke-test | ||
type: pre-rollout | ||
url: "http://loadtester.flagger/" | ||
timeout: 15s | ||
metadata: | ||
type: bash | ||
cmd: "curl -sd 'anon' http://podinfo-canary.test:9898/token | grep token" | ||
- name: load-test | ||
type: rollout | ||
url: "http://loadtester.flagger/" | ||
timeout: 5s | ||
metadata: | ||
type: cmd | ||
cmd: "hey -z 1m -q 10 -c 2 http://podinfo-canary.test:9898" | ||
``` | ||
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## Test the canary | ||
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Execute `kubectl -n test set image deployment/podinfo podinfo=stefanprodan/podinfo:3.1.0` to see if everything works | ||
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