Profiler Python Packages

py-spy

Sampling profiler for Python programs

memray

Memray is a memory profiler for Python

pyinstrument

🚴 Call stack profiler for Python. Shows you why your code is slow!

pytest-memray

pytest plugin for easy integration of memray memory profiler

codeguru-profiler-agent

The Python agent to be used for Amazon CodeGuru Profiler

torchprofile

Count the MACs / FLOPs of PyTorch models

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

tuna

:fish: Python profile viewer

flask-monitoringdashboard

Automatically monitor the evolving performance of Flask/Python web services.

sqlalchemy-easy-profile

An easy profiler for SQLAlchemy queries

flask-profiler

a flask profiler which watches endpoint calls and tries to make some analysis.

vmprof

vmprof - a statistical program profiler

vprof

Visual profiler for Python

wsgi-lineprof

WSGI middleware for line-by-line profiling

keras-flops

FLOPs calculator with tf.profiler for neural network architecture written in tensorflow 2.2+ (tf.keras)

palanteer

Visual Python and C++ nanosecond profiler, logger, tests enabler

line-profiler-gui

A Qt GUI to run and display line by line profiling data using line_profiler for python

bigo

Measures empirical computational complexity (in both time and space) of functions

django-speedinfo

Live profiling tool for Django framework to measure views performance

dftracer

A multi-level dataflow tracer for capturing I/O calls from workflows.

dbuslens

Record and inspect D-Bus traffic from the terminal

kappaprofiler

simple profiling framwork with little overhead

dask-memusage

A low-impact profiler to figure out how much memory each task in Dask is using

aipymemtimeprofiler

AI-enabled time and memory profiler for Python applications