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.

perfmetrics

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

locust-grasshopper

a load testing tool extended from locust

pythonpsi

Python Implementation of Google PageSpeed Insights

codegreen

Know the true energy cost of your code

permetrics

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

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

seqmetrics

Various errors for tabular/structured/time-series data

perfcounters

Fast and lightweight performance counters library for python

jointview

A small marimo GUI for comparing two price or NAV series of a Polars DataFrame.

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.

fundspy

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

fundspy2021

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

pellet

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

asyncflow-sim

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

asynccsv

Async CSV performance logging

plotsandgraphs

Visualize Machine Learning Metrics

disarray

Confusion matrix metrics directly from your pandas DataFrame

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

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

omnitrace-causal-viewer

Omnitrace: Application Profiling, Tracing, and Analysis