Bcc2telegraf: An integration that sends ebpf-based bcc histogram metrics to telegraf daemon

Overview

bcc2telegraf

bcc2telegraf is an integration that sends ebpf-based bcc histogram metrics (https://github.com/iovisor/bcc) to telegraf daemon (https://github.com/influxdata/telegraf)

Original bcc/table.py v.0.10 just printed histograms to stdout. This extension instead creates a memory buffer full of text lines formatted to the requirements of telegraf line protocol and sends it by http to telegraf url .

Important difference is bcc helpers create log2 histogram with low-high ends of bucket like 0-1,1-2,3-4,5-8,9-16,17-32 etc. Tools like prometheus or grafana require those histograms be cumulative, with low always starting with 0, like 0-1,0-2,0-4,0-8,0-16,0-32 etc. So bcc2telegraf transforms log2 histograms into cumulative ones.

Sample telegraf lines generated by this module:

ebpf,metric=biolatency,host=abc.example.com,dc=east-1,tag1=dm-14,cloud=Nine,hi=512 value=100 1645026564
ebpf,metric=biolatency,host=abc.example.com,dc=east-1,tag1=dm-14,cloud=Nine,hi=1024 value=777 1645026564
ebpf,metric=biolatency,host=abc.example.com,dc=east-1,tag1=dm-14,cloud=Nine,hi=2048 value=888 1645026564

You may create some function which extends tag1 with some other tags, based on the histogram bucket struct key described in ebpf C program e.g. your_function returns 8.8.8.8,cloud=GCP then pass this function to send_log2_hist (... bucket_fn=your_function...) and telegraf line will contain ... tag1=8.8.8.8,cloud=GCP...

Usage:

  • set TELEGRAF_URL environment variable to your telegraf service
  • copy a python-based bcc program, e.g. biolatency or tcprtt
  • change it by adding an import bcc2telegraf and replace instances of dist.print_log2_hist(label...) with dist.send_log2_hist(label...) or with dist.send_log2_hist(label,bucket_fn=your_function...)
  • think about creating a systemctl-managed service out of that program
Owner
Peter Bobrov
44 y.o. дядя Петя from молодежный коллектив
Peter Bobrov
A small tool to test and visualize protein embeddings and amino acid proportions.

polyprotein_stats A small tool to test and visualize protein embeddings and amino acid proportions. Currently deployed on streamlit.io. Given a set of

2 Jan 07, 2023
I'm doing Genuary, an aritifiacilly generated month to build code that make beautiful things

Genuary 2022 I'm doing Genuary, an aritifiacilly generated month to build code that make beautiful things. Every day there is a new prompt for making

Joaquín Feltes 1 Jan 10, 2022
Statistical data visualization using matplotlib

seaborn: statistical data visualization Seaborn is a Python visualization library based on matplotlib. It provides a high-level interface for drawing

Michael Waskom 10.2k Dec 30, 2022
Make sankey, alluvial and sankey bump plots in ggplot

The goal of ggsankey is to make beautiful sankey, alluvial and sankey bump plots in ggplot2

David Sjoberg 156 Jan 03, 2023
Render tokei's output to interactive sunburst chart.

Render tokei's output to interactive sunburst chart.

134 Dec 15, 2022
An interactive dashboard built with python that enables you to visualise how rent prices differ across Sweden.

sweden-rent-dashboard An interactive dashboard built with python that enables you to visualise how rent prices differ across Sweden. The dashboard/web

Rory Crean 5 Dec 19, 2021
Python Data Structures for Humans™.

Schematics Python Data Structures for Humans™. About Project documentation: https://schematics.readthedocs.io/en/latest/ Schematics is a Python librar

Schematics 2.5k Dec 28, 2022
matplotlib: plotting with Python

Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Check out our home page for more inform

Matplotlib Developers 16.7k Jan 08, 2023
Profile and test to gain insights into the performance of your beautiful Python code

Profile and test to gain insights into the performance of your beautiful Python code View Demo - Report Bug - Request Feature QuickPotato in a nutshel

Joey Hendricks 138 Dec 06, 2022
Flame Graphs visualize profiled code

Flame Graphs visualize profiled code

Brendan Gregg 14.1k Jan 03, 2023
PanGraphViewer -- show panenome graph in an easy way

PanGraphViewer -- show panenome graph in an easy way Table of Contents Versions and dependences Desktop-based panGraphViewer Library installation for

16 Dec 17, 2022
University of Missouri - Kansas City: CS451R: Capstone

CS451RC University of Missouri - Kansas City: CS451R: Capstone Installation cd git clone https://github.com/ala2q6/CS451RC.git cd CS451RC pip3 instal

Alex Arbuckle 1 Nov 17, 2021
基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。

COVID-19-Epidemic-Map 基于python爬虫爬取COVID-19爆发开始至今全球疫情数据并利用Echarts对数据进行分析与多样化展示。 觉得项目还不错的话欢迎给一个star! 项目的源码可以正常运行,各个库的版本、数据库的建表语句、运行过程中遇到的坑以及解决方式在笔记.md中都

31 Dec 15, 2022
This is a small program that prints a user friendly, visual representation, of your current bsp tree

bspcq, q for query A bspc analyzer (utility for bspwm) This is a small program that prints a user friendly, visual representation, of your current bsp

nedia 9 Apr 24, 2022
Minimalistic tool to visualize how the routes to a given target domain change over time, feat. Python 3.10 & mermaid.js

Minimalistic tool to visualize how the routes to a given target domain change over time, feat. Python 3.10 & mermaid.js

Péter Ferenc Gyarmati 1 Jan 17, 2022
FURY - A software library for scientific visualization in Python

Free Unified Rendering in Python A software library for scientific visualization in Python. General Information • Key Features • Installation • How to

169 Dec 21, 2022
HW 02 for CS40 - matplotlib practice

HW 02 for CS40 - matplotlib practice project instructions https://github.com/mikeizbicki/cmc-csci040/tree/2021fall/hw_02 Drake Lyric Analysis Bar Char

13 Oct 27, 2021
🐞 📊 Ladybug extension to generate 2D charts

ladybug-charts Ladybug extension to generate 2D charts. Installation pip install ladybug-charts QuickStart import ladybug_charts API Documentation Loc

Ladybug Tools 3 Dec 30, 2022
Fractals plotted on MatPlotLib in Python.

About The Project Learning more about fractals through the process of visualization. Built With Matplotlib Numpy License This project is licensed unde

Akeel Ather Medina 2 Aug 30, 2022
Automate the case review on legal case documents and find the most critical cases using network analysis

Automation on Legal Court Cases Review This project is to automate the case review on legal case documents and find the most critical cases using netw

Yi Yin 7 Dec 28, 2022