Performance Metrics Python Packages

sparkmeasure

This repository contains the development code for sparkMeasure, an Apache Spark performance analysis and troubleshooting library. It simplifies collecting, aggregating, and exporting Spark task/stage metrics, and is designed for practical use by developers and data engineers in interactive analysis, testing, and production monitoring workflows.

cuallee

Possibly the fastest DataFrame-agnostic quality check library in town.

permetrics

Artificial intelligence (AI, ML, DL) performance metrics implemented in Python

perfmetrics

A library for sending software performance metrics from Python libraries and apps to statsd.

locust-grasshopper

a load testing tool extended from locust

codegreen

Know the true energy cost of your code

pythonpsi

Python Implementation of Google PageSpeed Insights

xper

A methodology designed to measure the contribution of the features to the predictive performance of any econometric or machine learning model.

model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

perfcounters

Fast and lightweight performance counters library for python

autotuning-methodology

This software package accompanies the paper "A Methodology for Comparing Auto-Tuning Optimization Algorithms" (https://doi.org/10.1016/j.future.2024.05.021), making the guidelines in the methodology easy to apply.

asyncflow-sim

Scenario-driven simulator for async distributed systems: declare topologies, run simulations, measure latency/throughput, resource usage and see where bottlenecks emerge.

seqmetrics

Various errors for tabular/structured/time-series data

pellet

Pellet helps improve your Django app performance by discovering N+1 queries

asynccsv

Async CSV performance logging

plotsandgraphs

Visualize Machine Learning Metrics

fundspy

Download brazillian investment funds and their benchmarks data from CVM and analyze their performance with pre-built functions.

disarray

Calculate confusion matrix metrics from your pandas DataFrame

fundspy2021

Download brazillian investment funds and their benchmarks data from CVM and analyze their performance with pre-built functions.

sport-evo-summary

A new package that transforms unstructured text about sports evolution into a structured summary. Users input text describing changes in a sport, and the package returns a standardized breakdown of ke

omnitrace-causal-viewer

GUI for viewing causal profilers

vpscompass

This package helps users quickly compare virtual private server (VPS) offerings by taking a simple text input—like a list of VPS providers, their plans, or key features—and returning a structured brea