Monitor APISIX Metrics with Prometheus

Prometheus is a popular systems monitoring and alerting toolkit. It collects and stores multi-dimensional time series data like metrics with key-value paired labels.

APISIX offers the capability to expose a significant number of metrics to Prometheus with low latency, allowing for continuous monitoring and diagnostics.

This guide will show you how to enable the prometheus plugin to integrate with Prometheus and Grafana services, where APISIX HTTP metrics are collected and visualized.

Prerequisite(s)

• Install Docker.
• Install cURL to send requests to the services for validation.
• Follow the Getting Started tutorial to start a new APISIX instance in Docker.

Enable Prometheus Plugin

Create a global rule to enable the prometheus plugin on all routes by adding "prometheus": {} in the plugins option.

Admin API

curl -i "http://127.0.0.1:9180/apisix/admin/global_rules" -X PUT -d '{
  "id": "rule-for-metrics",
  "plugins": {
    "prometheus":{}
  }
}'

ADC

adc.yaml

global_rules:
  prometheus: {}

Synchronize the configuration to APISIX:

adc sync -f adc.yaml

APISIX gathers internal runtime metrics and exposes them through port 9091 and path /apisix/prometheus/metrics by default. The port and the path can be customized in the configuration file.

Send a request to the route /apisix/prometheus/metrics to fetch metrics from APISIX:

curl "http://127.0.0.1:9091/apisix/prometheus/metrics"

You should see a list of metrics similar to the following:

# HELP apisix_etcd_modify_indexes Etcd modify index for APISIX keys
# TYPE apisix_etcd_modify_indexes gauge
apisix_etcd_modify_indexes{key="consumers"} 0
apisix_etcd_modify_indexes{key="global_rules"} 0
apisix_etcd_modify_indexes{key="max_modify_index"} 16
apisix_etcd_modify_indexes{key="prev_index"} 15
apisix_etcd_modify_indexes{key="protos"} 0
apisix_etcd_modify_indexes{key="routes"} 16
apisix_etcd_modify_indexes{key="services"} 0
apisix_etcd_modify_indexes{key="ssls"} 0
apisix_etcd_modify_indexes{key="stream_routes"} 0
apisix_etcd_modify_indexes{key="upstreams"} 0
apisix_etcd_modify_indexes{key="x_etcd_index"} 16
# HELP apisix_etcd_reachable Config server etcd reachable from APISIX, 0 is unreachable
# TYPE apisix_etcd_reachable gauge
apisix_etcd_reachable 1
...
# HELP apisix_http_status HTTP status codes per service in APISIX
# TYPE apisix_http_status counter
apisix_http_status{code="200",route="ip",matched_uri="/ip",matched_host="",service="",consumer="",node="52.20.124.211"} 1
...

Configure Prometheus

Targets are monitored objects in Prometheus. You can configure the APISIX metric endpoint as a target in the Prometheus configuration file prometheus.yml.

echo 'scrape_configs:
  - job_name: "apisix"
    scrape_interval: 15s
    metrics_path: "/apisix/prometheus/metrics"
    static_configs:
      - targets: ["apisix-quickstart:9091"]
' > prometheus.yml

Start a Prometheus instance in Docker. The exposed port is mapped to 9092 on the host because 9090 is reserved for APISIX. The local configuration file prometheus.yml is mounted to the Prometheus container.

docker run -d --name apisix-quickstart-prometheus \
  -p 9092:9090 \
  --network=apisix-quickstart-net \
  -v $(pwd)/prometheus.yml:/etc/prometheus/prometheus.yml \
  prom/prometheus:latest

You can now check if the APISIX metric endpoint state is UP on the Prometheus targets page. Prometheus will collect metrics from APISIX by scraping this endpoint.

Configure Grafana

Grafana can visualize metrics stored in Prometheus. Start a Grafana instance on port 3000 in Docker:

docker run -d --name=apisix-quickstart-grafana \
  -p 3000:3000 \
  --network=apisix-quickstart-net \
  grafana/grafana-oss

Add the Prometheus instance created above to Grafana as a data source:

The official APISIX metric dashboard is published to Grafana dashboards with ID 11719. You can then import the dashboard into Grafana with the ID.

If everything is OK, the dashboard will automatically visualize metrics in real time.

Next Steps

You have now learned how to monitor APISIX metrics with Prometheus and visualize them in Grafana. See the prometheus plugin doc for more configuration options.