Throughput Python Packages

alive-progress

A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

portal

Fast and reliable distributed systems in Python

jev-ultralightspeed

BRRRRRRRRRRRRRRRRRRRRRR

aioextensions

High performance functions to work with the async IO.

osaca

Open Source Architecture Code Analyzer

zerofun

Fast and reliable distributed systems in Python

ppma

【一个小工具】用最短的代码完成对模型的分析，包含 ImageNet Val、FLOPs、Params、Throuthput、CAM 等

infermark

LLM inference benchmarking toolkit. Measure TTFT, inter-token latency, throughput, and P50–P99 across concurrency levels.

traceanalyzer

This library provides tools for analyzing ns2 trace file using python

kafka-rpc

RPC protocol based on kafka. Horizontally scalable, fault-tolerant, wicked fast, just like kafka.