The official Python client for Prometheus.

The official Python client for Prometheus.

Choose a Prometheus client library that matches the language in which your application is written. This lets you define and expose internal metrics via an HTTP endpoint on your application’s instance: Go · Java or Scala · Python · Ruby · Rust · Unofficial third-party client libraries: Bash ·

This tutorial shows the quickest way to get started with the Prometheus Python library.

February 17, 2025 - It explores key concepts, including instrumenting your application with various metric types, monitoring HTTP request activity, and exposing metrics for Prometheus to scrape. The complete source code for this tutorial is available in this GitHub repository. Let's get started! ... Better Stack lets you see inside any stack, debug any issue, and resolve any incident. Explore more · Prior experience with Python and Flask, along with a recent version of Python installed.

September 15, 2023 - Prometheus is becoming a popular tool for monitoring Python applications despite the fact that it was originally designed for single-process multi-threaded applications, rather than multi-process.

Prometheus (source code) is an open source monitoring tool that can be used to instrument and report on Python web applications.

June 20, 2023 - Having written and deployed a Python Flask application, it would be useful to know how well it's performing. Keeping an eye on the number of requests handled, the duration of those requests and a count of any errors. Prometheus is the ideal way to capture and store these metrics along with additional Python runtime metrics.

January 13, 2025 - Prometheus is a powerful open-source monitoring system designed to scrape and store metrics data. This guide walks you through setting up a Prometheus server, integrating it with a Python application, and monitoring metrics.

July 6, 2023 - Prometheus is a powerful monitoring and alerting system that collects and stores time-series data. In this step-by-step guide, we will demonstrate how to expose metrics for a simple Python API app and monitor them using Prometheus.

Python is one of the four languages that has an official Prometheus client.

March 27, 2026 - The Prometheus project maintains 4 official Prometheus metrics libraries written in Go, Java / Scala, Python, and Ruby.

May 28, 2025 - This article will delve into Prometheus data types, provide Python code examples to demonstrate their usage, analyze how they change over time (within one minute and five minutes), explain the underlying change principles, and finally present a Prometheus flowchart using English bash box diagrams.

The official Python 2 and 3 client for Prometheus.

April 17, 2023 - It's a new python library for collecting metrics with prometheus with a focus on flexibility & multiprocessing.

A small python api to collect data from prometheus

A Prometheus Python client library for asyncio-based applications - claws/aioprometheus

A Flask application using the native Prometheus Python client to expose metrics via the /metrics endpoint

prometheus-client is the official Python client for Prometheus. pip install prometheus-client · Here is a simple script: from prometheus_client import start_http_server, Summary import random import time # Create a metric to track time spent and requests made.

April 26, 2021 - Prometheus is a metric based monitoring platform also it's one of all-time my favorite tools ever. An... Tagged with prometheus, python, docker, gitlab.