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
Project coded in Python using Pandas to look at changes in chase% for batters facing a pitcher first time through the order vs. thrid time

Project coded in Python using Pandas to look at changes in chase% for batters facing a pitcher first time through the order vs. thrid time

Jason Kraynak 1 Jan 07, 2022
BGraph is a tool designed to generate dependencies graphs from Android.bp soong files.

BGraph BGraph is a tool designed to generate dependencies graphs from Android.bp soong files. Overview BGraph (for Build-Graphs) is a project aimed at

Quarkslab 10 Dec 19, 2022
Python Data. Leaflet.js Maps.

folium Python Data, Leaflet.js Maps folium builds on the data wrangling strengths of the Python ecosystem and the mapping strengths of the Leaflet.js

6k Jan 02, 2023
Flow-based visual scripting for Python

A simple visual node editor for Python Ryven combines flow-based visual scripting with Python. It gives you absolute freedom for your nodes and a simp

Leon Thomm 3.1k Jan 06, 2023
Focus on Algorithm Design, Not on Data Wrangling

The dataTap Python library is the primary interface for using dataTap's rich data management tools. Create datasets, stream annotations, and analyze model performance all with one library.

Zensors 37 Nov 25, 2022
A custom qq-plot for two sample data comparision

QQ-Plot 2 Sample Just a gist to include the custom code to draw a qq-plot in python when dealing with a "two sample problem". This means when u try to

1 Dec 20, 2021
Bar Chart of the number of Senators from each party who are up for election in the next three General Elections

Congress-Analysis Bar Chart of the number of Senators from each party who are up for election in the next three General Elections This bar chart shows

11 Oct 26, 2021
Lime: Explaining the predictions of any machine learning classifier

lime This project is about explaining what machine learning classifiers (or models) are doing. At the moment, we support explaining individual predict

Marco Tulio Correia Ribeiro 10.3k Dec 29, 2022
A tool for creating Toontown-style nametags in Panda3D

Toontown-Nametag Toontown-Nametag is a tool for creating Toontown Online/Toontown Rewritten-style nametags in Panda3D. It contains a function, createN

BoggoTV 2 Dec 23, 2021
Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR)

Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR)

Hoseong Lee 78 Aug 23, 2022
Simple and fast histogramming in Python accelerated with OpenMP.

pygram11 Simple and fast histogramming in Python accelerated with OpenMP with help from pybind11. pygram11 provides functions for very fast histogram

Doug Davis 28 Dec 14, 2022
This component provides a wrapper to display SHAP plots in Streamlit.

streamlit-shap This component provides a wrapper to display SHAP plots in Streamlit.

Snehan Kekre 30 Dec 10, 2022
metedraw is a project mainly for data visualization projects of Atmospheric Science, Marine Science, Environmental Science or other majors

It is mainly for data visualization projects of Atmospheric Science, Marine Science, Environmental Science or other majors.

Nephele 11 Jul 05, 2022
Squidpy is a tool for the analysis and visualization of spatial molecular data.

Squidpy is a tool for the analysis and visualization of spatial molecular data. It builds on top of scanpy and anndata, from which it inherits modularity and scalability. It provides analysis tools t

Theis Lab 251 Dec 19, 2022
Plot, scatter plots and histograms in the terminal using braille dots

Plot, scatter plots and histograms in the terminal using braille dots, with (almost) no dependancies. Plot with color or make complex figures - similar to a very small sibling to matplotlib. Or use t

Tammo Ippen 207 Dec 30, 2022
A small script written in Python3 that generates a visual representation of the Mandelbrot set.

Mandelbrot Set Generator A small script written in Python3 that generates a visual representation of the Mandelbrot set. Abstract The colors in the ou

1 Dec 28, 2021
📊 Charts with pure python

A zero-dependency python package that prints basic charts to a Jupyter output Charts supported: Bar graphs Scatter plots Histograms 🍑 📊 👏 Examples

Max Humber 54 Oct 04, 2022
DrawBot lets you draw images taken from the internet on Skribbl.io, Gartic Phone and Paint

DrawBot You don't speak french? No worries, english translation is over here. C'est quoi ? DrawBot est un logiciel codé par V2F qui va prendre possess

V2F 205 Jan 01, 2023
:small_red_triangle: Ternary plotting library for python with matplotlib

python-ternary This is a plotting library for use with matplotlib to make ternary plots plots in the two dimensional simplex projected onto a two dime

Marc 611 Dec 29, 2022
Handout for the tutorial "Creating publication-quality figures with matplotlib"

Handout for the tutorial "Creating publication-quality figures with matplotlib"

JB Mouret 1.9k Jan 02, 2023