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Merge pull request #174 from weaveworks/fix-metrics
Fix NGINX promql and custom metrics checks
This commit is contained in:
@@ -43,11 +43,20 @@ spec:
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# percentage (0-100)
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threshold: 99
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interval: 1m
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- name: request-duration
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# maximum avg req duration
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# milliseconds
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threshold: 500
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- name: "latency"
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threshold: 0.5
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interval: 1m
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query: |
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histogram_quantile(0.99,
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sum(
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rate(
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http_request_duration_seconds_bucket{
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kubernetes_namespace="test",
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kubernetes_pod_name=~"podinfo-[0-9a-zA-Z]+(-[0-9a-zA-Z]+)"
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}[1m]
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)
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) by (le)
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)
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# external checks (optional)
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webhooks:
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- name: load-test
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@@ -14,7 +14,9 @@ Install NGINX with Helm:
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helm upgrade -i nginx-ingress stable/nginx-ingress \
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--namespace ingress-nginx \
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--set controller.stats.enabled=true \
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--set controller.metrics.enabled=true
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--set controller.metrics.enabled=true \
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--set controller.podAnnotations."prometheus\.io/scrape"=true \
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--set controller.podAnnotations."prometheus\.io/port"=10254
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```
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Install Flagger and the Prometheus add-on in the same namespace as NGINX:
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@@ -276,6 +278,70 @@ Events:
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Warning Synced 1m flagger Canary failed! Scaling down podinfo.test
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```
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### Custom metrics
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The canary analysis can be extended with Prometheus queries.
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The demo app is instrumented with Prometheus so you can create a custom check that will use the HTTP request duration
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histogram to validate the canary.
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Edit the canary analysis and add the following metric:
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```yaml
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canaryAnalysis:
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metrics:
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- name: "latency"
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threshold: 0.5
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interval: 1m
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query: |
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histogram_quantile(0.99,
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sum(
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rate(
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http_request_duration_seconds_bucket{
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kubernetes_namespace="test",
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kubernetes_pod_name=~"podinfo-[0-9a-zA-Z]+(-[0-9a-zA-Z]+)"
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}[1m]
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)
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) by (le)
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)
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```
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The threshold is set to 500ms so if the average request duration in the last minute
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goes over half a second then the analysis will fail and the canary will not be promoted.
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Trigger a canary deployment by updating the container image:
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```bash
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kubectl -n test set image deployment/podinfo \
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podinfod=quay.io/stefanprodan/podinfo:1.4.3
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```
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Generate high response latency:
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```bash
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watch curl http://app.exmaple.com/delay/2
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```
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Watch Flagger logs:
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```
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kubectl -n nginx-ingress logs deployment/flagger -f | jq .msg
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Starting canary deployment for podinfo.test
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Advance podinfo.test canary weight 5
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Advance podinfo.test canary weight 10
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Advance podinfo.test canary weight 15
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Halt podinfo.test advancement latency 1.20 > 0.5
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Halt podinfo.test advancement latency 1.45 > 0.5
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Halt podinfo.test advancement latency 1.60 > 0.5
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Halt podinfo.test advancement latency 1.69 > 0.5
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Halt podinfo.test advancement latency 1.70 > 0.5
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Rolling back podinfo.test failed checks threshold reached 5
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Canary failed! Scaling down podinfo.test
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```
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If you have Slack configured, Flagger will send a notification with the reason why the canary failed.
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### A/B Testing
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Besides weighted routing, Flagger can be configured to route traffic to the canary based on HTTP match conditions.
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@@ -9,13 +9,13 @@ import (
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const nginxSuccessRateQuery = `
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sum(rate(
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nginx_ingress_controller_requests{kubernetes_namespace="{{ .Namespace }}",
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nginx_ingress_controller_requests{namespace="{{ .Namespace }}",
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ingress="{{ .Name }}",
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status!~"5.*"}
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[{{ .Interval }}]))
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/
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sum(rate(
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nginx_ingress_controller_requests{kubernetes_namespace="{{ .Namespace }}",
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nginx_ingress_controller_requests{namespace="{{ .Namespace }}",
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ingress="{{ .Name }}"}
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[{{ .Interval }}]))
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* 100
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@@ -68,10 +68,10 @@ func (c *Observer) GetNginxSuccessRate(name string, namespace string, metric str
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const nginxRequestDurationQuery = `
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sum(rate(
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nginx_ingress_controller_ingress_upstream_latency_seconds_sum{kubernetes_namespace="{{ .Namespace }}",
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nginx_ingress_controller_ingress_upstream_latency_seconds_sum{namespace="{{ .Namespace }}",
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ingress="{{ .Name }}"}[{{ .Interval }}]))
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/
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sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_count{kubernetes_namespace="{{ .Namespace }}",
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sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_count{namespace="{{ .Namespace }}",
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ingress="{{ .Name }}"}[{{ .Interval }}])) * 1000
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`
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@@ -20,7 +20,7 @@ func Test_NginxSuccessRateQueryRender(t *testing.T) {
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t.Fatal(err)
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}
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expected := `sum(rate(nginx_ingress_controller_requests{kubernetes_namespace="nginx",ingress="podinfo",status!~"5.*"}[1m])) / sum(rate(nginx_ingress_controller_requests{kubernetes_namespace="nginx",ingress="podinfo"}[1m])) * 100`
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expected := `sum(rate(nginx_ingress_controller_requests{namespace="nginx",ingress="podinfo",status!~"5.*"}[1m])) / sum(rate(nginx_ingress_controller_requests{namespace="nginx",ingress="podinfo"}[1m])) * 100`
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if query != expected {
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t.Errorf("\nGot %s \nWanted %s", query, expected)
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@@ -43,7 +43,7 @@ func Test_NginxRequestDurationQueryRender(t *testing.T) {
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t.Fatal(err)
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}
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expected := `sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_sum{kubernetes_namespace="nginx",ingress="podinfo"}[1m])) /sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_count{kubernetes_namespace="nginx",ingress="podinfo"}[1m])) * 1000`
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expected := `sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_sum{namespace="nginx",ingress="podinfo"}[1m])) /sum(rate(nginx_ingress_controller_ingress_upstream_latency_seconds_count{namespace="nginx",ingress="podinfo"}[1m])) * 1000`
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if query != expected {
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t.Errorf("\nGot %s \nWanted %s", query, expected)
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@@ -99,7 +99,9 @@ func (c *Observer) GetScalar(query string) (float64, error) {
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query = strings.Replace(query, " ", "", -1)
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var value *float64
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result, err := c.queryMetric(query)
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querySt := url.QueryEscape(query)
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result, err := c.queryMetric(querySt)
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if err != nil {
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return 0, err
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}
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