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| title | overview | order | layout | type |
|---|---|---|---|---|
| Querying Metrics from Prometheus | This task shows you how to query for Istio Metrics using Prometheus. | 30 | docs | markdown |
{% include home.html %}
This task shows you how to query for Istio Metrics using Prometheus. As part of this task, you will install the Prometheus Istio addon and use the web-based interface for querying metric values.
The BookInfo sample application is used as the example application throughout this task.
Before you begin
- Install Istio in your cluster and deploy an application.
Querying Istio Metrics
-
To query the metrics provided by Mixer, first install the Prometheus add-on.
In Kubernetes environments, execute the following command:
kubectl apply -f install/kubernetes/addons/prometheus.yaml -
Verify that the service is running in your cluster.
In Kubernetes environments, execute the following command:
kubectl -n istio-system get svc prometheusThe output will be similar to:
NAME CLUSTER-IP EXTERNAL-IP PORT(S) AGE prometheus 10.59.241.54 <none> 9090/TCP 2m -
Send traffic to the mesh.
For the BookInfo sample, visit
http://$GATEWAY_URL/productpagein your web browser or issue the following command:curl http://$GATEWAY_URL/productpageNote:
$GATEWAY_URLis the value set in the BookInfo guide. -
Open the Prometheus UI.
In Kubernetes environments, execute the following command:
kubectl -n istio-system port-forward $(kubectl -n istio-system get pod -l app=prometheus -o jsonpath='{.items[0].metadata.name}') 9090:9090 &Visit http://localhost:9090/graph in your web browser.
-
Execute a Prometheus query.
In the "Expression" input box at the top of the web page, enter the text:
request_count. Then, click the Execute button.The results will be similar to:
Prometheus Query Result Other queries to try:
-
Total count of all requests to
productpageservice:request_count{destination_service="productpage.default.svc.cluster.local"} -
Total count of all requests to
v3of thereviewsservice:request_count{destination_service="reviews.default.svc.cluster.local", destination_version="v3"}This query returns the current total count of all requests to the v3 of the reviews service.
-
Rate of requests over the past 5 minutes to all
productpageservices:rate(request_count{destination_service=~"productpage.*", response_code="200"}[5m])
-
About the Prometheus Add-on
Mixer comes with a built-in Prometheus adapter that exposes an endpoint serving generated metric values. The Prometheus add-on is a Prometheus server that comes pre-configured to scrape Mixer endpoints to collect the exposed metrics. It provides a mechanism for persistent storage and querying of Istio metrics.
The configured Prometheus add-on scrapes three endpoints:
- istio-mesh (
istio-mixer.istio-system:42422): all Mixer-generated mesh metrics. - mixer (
istio-mixer.istio-system:9093): all Mixer-specific metrics. Used to monitor Mixer itself. - envoy (
istio-mixer.istio-system:9102): raw stats generated by Envoy (and translated from statsd to prometheus).
For more on querying Prometheus, please read their querying docs.
Cleanup
-
In Kubernetes environments, execute the following command to remove the Prometheus add-on:
kubectl delete -f install/kubernetes/addons/prometheus.yaml -
If you are not planning to explore any follow-on tasks, refer to the BookInfo cleanup instructions to shutdown the application.
Further reading
- Refer to the In-Depth Telemetry guide.