pprofile + matplotlib = Python program profiled as an awesome heatmap!

Overview

pyheat

pypiv pyv Build Status Coverage Status Licence Thanks

Profilers are extremely helpful tools. They help us dig deep into code, find and understand performance bottlenecks. But sometimes we just want to lay back, relax and still get a gist of the hot zones in our code.

A picture is worth a thousand words.

So, instead of presenting the data in tabular form, if presented as a heatmap visualization, it makes comprehending the time distribution in the given program much easier and quicker. That is exactly what is being done here !

Demo

Demo

Scroll Demo

ScrollDemo

Features

  • Simple CLI interface.
  • No complicated setup.
  • Heatmap visualization to view hot zones in code.
  • Ability to export the heatmap as an image file.
  • Ability to scroll, to help view heatmap of large py files.

Setup

Using pip

pip install py-heat

Directly from the repository

git clone https://github.com/csurfer/pyheat.git
python pyheat/setup.py install

Usage

As a command

# To view the heatmap.
pyheat <path_to_python_file>
# To output the heatmap as a file.
pyheat <path_to_python_file> --out image_file.png
pyheat --help

As a module

from pyheat import PyHeat
ph = PyHeat(<file_path>)
ph.create_heatmap()
# To view the heatmap.
ph.show_heatmap()
# To output the heatmap as a file.
ph.show_heatmap('image_file.png')

Contributing

Bug Reports and Feature Requests

Please use issue tracker for reporting bugs or feature requests.

Development

Pull requests are most welcome.

Buy the developer a cup of coffee!

If you found the utility helpful you can buy me a cup of coffee using

Donate

Owner
Vishwas B Sharma
Philomath
Vishwas B Sharma
Prometheus instrumentation library for Python applications

Prometheus Python Client The official Python 2 and 3 client for Prometheus. Three Step Demo One: Install the client: pip install prometheus-client Tw

Prometheus 3.2k Jan 07, 2023
Sentry is cross-platform application monitoring, with a focus on error reporting.

Users and logs provide clues. Sentry provides answers. What's Sentry? Sentry is a service that helps you monitor and fix crashes in realtime. The serv

Sentry 33k Jan 04, 2023
Sampling profiler for Python programs

py-spy: Sampling profiler for Python programs py-spy is a sampling profiler for Python programs. It lets you visualize what your Python program is spe

Ben Frederickson 9.5k Jan 08, 2023
ASGI middleware to record and emit timing metrics (to something like statsd)

timing-asgi This is a timing middleware for ASGI, useful for automatic instrumentation of ASGI endpoints. This was developed at GRID for use with our

Steinn Eldjárn Sigurðarson 99 Nov 21, 2022
Linux/OSX/FreeBSD resource monitor

Index Documents Description Features Themes Support and funding Prerequisites (Read this if you are having issues!) Dependencies Screenshots Installat

9k Jan 08, 2023
Real-time metrics for nginx server

ngxtop - real-time metrics for nginx server (and others) ngxtop parses your nginx access log and outputs useful, top-like, metrics of your nginx serve

Binh Le 6.4k Dec 22, 2022
Display machine state using Python3 with Flask.

Flask-State English | 简体中文 Flask-State is a lightweight chart plugin for displaying machine state data in your web application. Monitored Metric: CPU,

622 Dec 18, 2022
Prometheus exporter for Flask applications

Prometheus Flask exporter This library provides HTTP request metrics to export into Prometheus. It can also track method invocations using convenient

Viktor Adam 535 Dec 23, 2022
System monitor - A python-based real-time system monitoring tool

System monitor A python-based real-time system monitoring tool Screenshots Installation Run My project with these commands pip install -r requiremen

Sachit Yadav 4 Feb 11, 2022
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.

GoAccess What is it? GoAccess is an open source real-time web log analyzer and interactive viewer that runs in a terminal on *nix systems or through y

Gerardo O. 15.6k Jan 02, 2023
Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.

Glances - An eye on your system Summary Glances is a cross-platform monitoring tool which aims to present a large amount of monitoring information thr

Nicolas Hennion 22k Jan 04, 2023
Cobalt Strike random C2 Profile generator

Random C2 Profile Generator Cobalt Strike random C2 Profile generator Author: Joe Vest (@joevest) This project is designed to generate malleable c2 pr

Threat Express 482 Jan 08, 2023
Scalene: a high-performance, high-precision CPU and memory profiler for Python

scalene: a high-performance CPU and memory profiler for Python by Emery Berger 中文版本 (Chinese version) About Scalene % pip install -U scalene Scalen

Emery Berger 138 Dec 30, 2022
Middleware for Starlette that allows you to store and access the context data of a request. Can be used with logging so logs automatically use request headers such as x-request-id or x-correlation-id.

starlette context Middleware for Starlette that allows you to store and access the context data of a request. Can be used with logging so logs automat

Tomasz Wójcik 300 Dec 26, 2022
Output provisioning profiles in a diffable way

normalize-profile This tool reads Apple's provisioning profile files and produces reproducible output perfect for diffing. You can easily integrate th

Keith Smiley 8 Oct 18, 2022
Cross-platform lib for process and system monitoring in Python

Home Install Documentation Download Forum Blog Funding What's new Summary psutil (process and system utilities) is a cross-platform library for retrie

Giampaolo Rodola 9k Jan 02, 2023
ScoutAPM Python Agent. Supports Django, Flask, and many other frameworks.

Scout Python APM Agent Monitor the performance of Python Django apps, Flask apps, and Celery workers with Scout's Python APM Agent. Detailed performan

Scout APM 59 Nov 26, 2022
Monitor Memory usage of Python code

Memory Profiler This is a python module for monitoring memory consumption of a process as well as line-by-line analysis of memory consumption for pyth

Fabian Pedregosa 80 Nov 18, 2022
Prometheus integration for Starlette.

Starlette Prometheus Introduction Prometheus integration for Starlette. Requirements Python 3.6+ Starlette 0.9+ Installation $ pip install starlette-p

José Antonio Perdiguero 229 Dec 21, 2022
Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.

Yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. Highlights Fast: Yappi is fast. It is completely written in C and lo

Sümer Cip 1k Jan 01, 2023