Scrape Prometheus metrics

This page documents an earlier version of InfluxDB. InfluxDB v2.7 is the latest stable version. View this page in the v2.7 documentation.

Use Telegraf, InfluxDB scrapers, or the prometheus.scrape Flux function to scrape Prometheus-formatted metrics from an HTTP-accessible endpoint and store them in InfluxDB.

• Use Telegraf
• Use an InfluxDB scraper
• Use prometheus.scrape()

Use Telegraf

To use Telegraf to scrape Prometheus-formatted metrics from an HTTP-accessible endpoint and write them to InfluxDB, follow these steps:

1. Add the Prometheus input plugin to your Telegraf configuration file.
   1. Set the urls to scrape metrics from.
   2. Set the metric_version configuration option to specify which metric parsing version to use (version 2 is recommended).
2. Add the InfluxDB v2 output plugin to your Telegraf configuration file and configure it to to write to InfluxDB.

Example telegraf.conf

# ...
## Collect Prometheus formatted metrics
[[inputs.prometheus]]
  urls = ["http://example.com/metrics"]
  metric_version = 2
## Write Prometheus formatted metrics to InfluxDB
[[outputs.influxdb_v2]]
  urls = ["http://localhost:8086"]
  token = "$INFLUX_TOKEN"
  organization = "example-org"
  bucket = "example-bucket"
# ...

Use an InfluxDB scraper

InfluxDB scrapers automatically scrape Prometheus-formatted metrics from an HTTP-accessible endpoint at a regular interval. For information about setting up an InfluxDB scraper, see Scrape data using InfluxDB scrapers.

Use prometheus.scrape()

To use the prometheus.scrape() Flux function to scrape Prometheus-formatted metrics from an HTTP-accessible endpoint and write them to InfluxDB, do the following in your Flux script:

1. Import the experimental/prometheus package.
2. Use prometheus.scrape() and provide the URL to scrape metrics from.
3. Use to() and specify the InfluxDB bucket to write the scraped metrics to.

Example Flux script

import "experimental/prometheus"
prometheus.scrape(url: "http://example.com/metrics")
    |> to(bucket: "example-bucket")

1. (Optional) To scrape Prometheus metrics at regular intervals using Flux, add your Flux scraping script as an InfluxDB task.

For information about scraping Prometheus-formatted metrics with prometheus.scrape(), see Scrape Prometheus metrics with Flux.

Related

• Telegraf Prometheus input plugin
• Scrape Prometheus metrics with Flux
• prometheus.scrape() function
• Work with Prometheus metric types
• Prometheus metric parsing formats
• Scrape data using InfluxDB scrapers

prometheus scraper