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Service Metrics with PromQL

TSB OAP PromQL Service exposes service metrics, providing the same PromQL query language as the Prometheus server. Third-party systems or visualization platforms that already support PromQL (such as Grafana) can obtain metrics through PromQL Service in the TSB managed cluster.

Before you get started, make sure you:
✓ Familiarize yourself with TSB concepts
✓ Install the TSB demo environment
✓ Deploy the Istio Bookinfo sample app

The API Address​

The PromQL API is provided by the oap (Observability Analysis Platform) service in the TSB Management Plane. It is exposed with the same address and authorization as the Web UI, and the base context path is promql.

${PROMQL_SERVICE_ADDRESS} = ${WEB_UI_ADDRESS}/promql

For example: if the Web UI address is https://localhost:8443, then the PromQL Service API address is https://localhost:8443/promql.

Querying From the API​

Querying Metadata​

Metadata is the information about the metrics, such as the service name, instance name, endpoint name, and labels.

OAP's metadata exists in the following metrics(traffics):

  • service_traffic
  • instance_traffic
  • endpoint_traffic

For example, querying all the services in the TSB managed cluster(Bookinfo):

curl -H "X-B3-Sampled: 1" -k -u '${user}:${pass}' ${PROMQL_SERVICE_ADDRESS}/api/v1/series -d 'match[]=service_traffic{layer="MESH"}&start=1677479336&end=1677479636'

The result could be:

{
    "status": "success",
    "data": [
        {
            "__name__": "service_traffic",
            "service": "-|bookinfo-gateway|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v2|reviews|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v1|details|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v1|ratings|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v3|reviews|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v1|reviews|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        },
        {
            "__name__": "service_traffic",
            "service": "v1|productpage|bookinfo|demo|-",
            "scope": "Service",
            "layer": "MESH"
        }
    ]
}

You also can query all the services through API /api/v1/label/{label_name}/values, this API usually used for the Grafana variable query:

curl -H "X-B3-Sampled: 1" -k -u '${user}:${pass}' ${PROMQL_SERVICE_ADDRESS}/api/v1/label/service/values -d 'match[]=service_traffic{layer="MESH"}'

The result could be:

{
    "status": "success",
    "data": [
        "-|bookinfo-gateway|bookinfo|demo|-",
        "v1|ratings|bookinfo|demo|-",
        "v1|reviews|bookinfo|demo|-",
        "v1|details|bookinfo|demo|-",
        "v3|reviews|bookinfo|demo|-",
        "v2|reviews|bookinfo|demo|-",
        "v1|productpage|bookinfo|demo|-"
    ]
}

The following definitions apply to TSB

  • Service Format Definition, subset|service name|namespace name|cluster|-. For example, v2|reviews|bookinfo|demo|-
  • Hostname based virtual service Format Definition, hostname|proxy service name|cluster name|env name. For example, bookinfo.com|bookinfo-gateway|demo|-
  • Layer Definition, All the metrics in the TSB managed cluster belong to the MESH layer.

Here are 2 ways to limit the number of metadata(service_traffic) results:

  • Use limit parameter in the query URL:
curl -H "X-B3-Sampled: 1" -k -u '${user}:${pass}' ${PROMQL_SERVICE_ADDRESS}/api/v1/label/service/values -d 'match[]=service_traffic{layer="MESH"}&limit=3'
  • Use limit as a label in the match[] parameter:
curl -H "X-B3-Sampled: 1" -k -u '${user}:${pass}' ${PROMQL_SERVICE_ADDRESS}/api/v1/label/service/values -d 'match[]=service_traffic{layer="MESH", limit="3"}'

If the limit is not set by parameter or label, the default value is 100. And If the limit set in the query parameter and label both, will return the min number of the two.

For filtering the metadata(service_traffic), you can use the =,!=,=~,!~ in the service label to filter the results. For example, if you want to filter the service name with reviews, you can use the following command:

curl -H "X-B3-Sampled: 1" -k -u '${user}:${pass}' ${PROMQL_SERVICE_ADDRESS}/api/v1/label/service/values -d  'match[]=service_traffic{layer="MESH", service=~"[^*]*\|reviews\|bookinfo\|demo\|-"}'

The result should be:

{
    "status": "success",
    "data": [
        "v1|reviews|bookinfo|demo|-",
        "v2|reviews|bookinfo|demo|-",
        "v3|reviews|bookinfo|demo|-"
    ]
}

Please read the Finding series by label matchers and Querying label values for more details.

Querying Metrics​

For example, querying the Service Avg Response Time metric for the v1|productpage|bookinfo|demo|- service in 5 minutes:

curl -H "X-B3-Sampled: 1" -k -u 'admin:admin' https://35.220.249.46:8443/promql/api/v1/query -d 'query=service_resp_time{service="v1|productpage|bookinfo|demo|-", layer="MESH"}[5m]'

The result could be:

{
    "status": "success",
    "data": {
        "resultType": "matrix",
        "result": [
            {
                "metric": {
                    "__name__": "service_resp_time",
                    "layer": "MESH",
                    "scope": "Service",
                    "service": "v1|productpage|bookinfo|demo|-"
                },
                "values": [
                    [
                        1680861600,
                        "24"
                    ],
                    [
                        1680861660,
                        "24"
                    ],
                    [
                        1680861720,
                        "27"
                    ],
                    [
                        1680861780,
                        "23"
                    ],
                    [
                        1680861840,
                        "24"
                    ],
                    [
                        1680861900,
                        "28"
                    ]
                ]
            }
        ]
    }
}

Please read the PromQL Service document for more details.

Build Grafana Dashboard​

Config Data Source​

  1. In the data source config panel, chose the Prometheus type.
  2. Set the URL to the OAP PromQL Service address.
  3. Select Basic auth and fill in the User and Password.
  4. Click the Save & Test button to test the connection.

grafana data source

Add Dashboard​

When you complete the data source configuration, you can add a dashboard to visualize the metrics. The following example dashboards are a good starting point:

Import one of these dashboards to Grafana; once sufficient telemetry has been collected, you will be able to chart activity as follows:

grafana service dashboard

Please read the Use Grafana As The UI document for more details.

The dashboards service variable query limitation and filter are based on bookinfo example, you can modify it according to your requirement.